diff --git a/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods#
new file mode 100755
index 0000000000000000000000000000000000000000..f793795da94d7f9d0cbc6604c9bdf3c2cacf08a6
--- /dev/null
+++ b/kernel_ridge_linear_model/.~lock.global_lesson_learned_as_table.ods#
@@ -0,0 +1 @@
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 16:34,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
diff --git a/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods# b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods#
new file mode 100755
index 0000000000000000000000000000000000000000..caefa70045708e739c75e5c3455811405f358f4b
--- /dev/null
+++ b/kernel_ridge_linear_model/.~lock.local_lesson_learned_as_table.ods#
@@ -0,0 +1 @@
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 17:47,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv
index 9939f84c1252267e6112c5b18d6f318e70b7f290..24f630dfe3e6b5cc1a46847c83e70635a157c924 100755
--- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv
+++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv
@@ -247,3 +247,4 @@ samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425
 samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.880848461678771,10,10,base_Y,
 samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.880848461678771,10,10,base_Y,
 samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.880848461678771,10,10,base_Y,
+samsung_galaxy_s8,samsung_galaxy_s8_format,False,False,1000,0.049940597311979425,False,----,0,1000000000.0,1000000000.0,1e-09,1000,0.1,100,False,0.9186977927112677,10,10,base_Y,
diff --git a/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt b/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt
index 0bee573f4c12032ec2242fea05987515458d51ee..bc33fd41ce525b0c52513662c430364392108dab 100755
--- a/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt
+++ b/kernel_ridge_linear_model/first_conclusions_based_on_marginal_effect_analysis.txt
@@ -221,6 +221,7 @@ Salut Vlad, comme compte rendu d'aujourd'hui,
 
 1 - le expés que j'ai démarré se sont interrompus à la 14  configuration à cause d'un erreur liées au powermeter. 
      Mais avec les données actuelle le R2 score est resté autour de 0.88
+     J'ai encore démarré 50 expés pour ce week-end.
      
 2- J'ai terminé avec l'extration des lessons learned que je prévoyais extraire
    Aujourd'hui je me suis focalisé sur l'état des cores comme variables cible au regard des autres variables 
diff --git a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png
index 08a0b8a833b1d565b629f592be248d79979bd925..c787ff8e0b3ddd571d8a222b7bea9c39f2146cf3 100755
Binary files a/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png and b/kernel_ridge_linear_model/kernel_ridge_prediction_on_google_pixel_4a_5g.png differ
diff --git a/kernel_ridge_linear_model/local_lesson_learned_as_table.ods b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods
index 6f3454d0740b32c92aec26606ca20813e1fa65d2..6bb1e00bc254227096f50829a1478f06e847349d 100755
Binary files a/kernel_ridge_linear_model/local_lesson_learned_as_table.ods and b/kernel_ridge_linear_model/local_lesson_learned_as_table.ods differ
diff --git a/kernel_ridge_linear_model/log_file_for_samsung_.txt b/kernel_ridge_linear_model/log_file_for_samsung_.txt
index 8d2a41c4af6bf3d981e5e25003ed9e2a6ac76968..ab5e6f026a14b6e237f102d706e3a6b98a4811d1 100755
--- a/kernel_ridge_linear_model/log_file_for_samsung_.txt
+++ b/kernel_ridge_linear_model/log_file_for_samsung_.txt
@@ -8,7 +8,8 @@
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv
-*** Total configurations in user friendly format:  ['0303-1010', '0033-3000', '0303-0100', '2222-0220', '3000-1110', '0030-0000', '0020-0010', '1000-1010', '0020-0202', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '3333-0000', '3333-3000', '3333-3300', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3000-0202', '0001-2002', '3300-0000', '1101-0202', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '3003-1101', '0220-1001', '3003-0002', '1111-0101', '2220-0000', '2020-0022', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3303-1011', '3000-2000', '0110-1001', '3330-2202', '1011-2200', '0222-0300', '0011-2022', '3003-3330', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '1001-2002', '0333-0030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '3333-1101', '3333-3000', '2000-0022', '1010-2000', '3030-2002', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '2002-0010', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '0220-2022', '3000-0011', '1111-2002', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-0002', '2200-1000', '3333-1111']
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv
+*** Total configurations in user friendly format:  ['0303-1010', '0033-3000', '0303-0100', '2222-0220', '3000-1110', '0030-0000', '0020-0010', '1000-1010', '0020-0202', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '3333-0000', '3333-3000', '3333-3300', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3000-0202', '0001-2002', '3300-0000', '1101-0202', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '3003-1101', '0220-1001', '3003-0002', '1111-0101', '2220-0000', '2020-0022', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3303-1011', '3000-2000', '0110-1001', '3330-2202', '1011-2200', '0222-0300', '0011-2022', '3003-3330', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '1001-2002', '0333-0030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '3333-1101', '3333-3000', '2000-0022', '1010-2000', '3030-2002', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '2002-0010', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '0220-2022', '3000-0011', '1111-2002', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-0002', '2200-1000', '3333-1111', '0222-1000', '2200-2000', '0330-0300', '0300-0000', '3030-0110', '1100-1011', '3303-0111', '3003-0220', '1000-0202', '1000-0100', '0030-2200', '0202-0001', '0333-0002', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '0000-1111', '1011-3030', '3033-0100', '3030-0000', '0111-0001', '0011-0000', '1111-3300', '0010-0222', '0002-3330', '1011-0100', '1011-3330', '3000-0001', '1011-0011', '0022-1111', '0220-2000', '0303-1001']
  --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only
  --- Maximum input size =    -1
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv
@@ -682,9 +683,154 @@
 --- Processing little cores
 --- Processing big cores
  --- Result _ samsung =  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]
-*** Total Configurations formatted:  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]]
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv
+ --- Converting [0.0, 2.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]
+ --- Converting [2.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
+ --- Converting [0.0, 3.0, 3.0, 0.0, 0.0, 3.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]
+ --- Converting [0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0]
+ --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0]
+ --- Converting [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1]
+ --- Converting [3.0, 3.0, 0.0, 3.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1]
+ --- Converting [3.0, 0.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]
+ --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1]
+ --- Converting [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0]
+ --- Converting [0.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0]
+ --- Converting [0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1]
+ --- Converting [0.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 2.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1]
+ --- Converting [3.0, 3.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1]
+ --- Converting [1.0, 0.0, 0.0, 0.0, 2.0, 2.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
+ --- Converting [1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
+ --- Converting [0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1]
+ --- Converting [3.0, 0.0, 3.0, 0.0, 1.0, 1.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1]
+ --- Converting [0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1]
+ --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 3.0, 3.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
+ --- Converting [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1]
+ --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 0.0, 3.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
+ --- Converting [3.0, 0.0, 3.0, 3.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
+ --- Converting [3.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0]
+ --- Converting [0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]
+ --- Converting [0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
+ --- Converting [1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]
+ --- Converting [0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 2.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1]
+ --- Converting [0.0, 0.0, 0.0, 2.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]
+ --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
+ --- Converting [1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
+ --- Converting [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1]
+ --- Converting [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]
+ --- Converting [0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
+ --- Converting [0.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0]
+ --- Converting [0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 0.0, 1.0] in base Y array notation
+--- Processing little cores
+--- Processing big cores
+ --- Result _ samsung =  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
+*** Total Configurations formatted:  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
 ---> Creating X dictionnary, from userfriendly values to x values
-*** Total Configurations dictionnary:  {'0303-1010': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], '0033-3000': [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0303-0100': [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], '2222-0220': [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], '3000-1110': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], '0030-0000': [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], '0020-0010': [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], '1000-1010': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], '0020-0202': [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], '0010-3300': [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], '0011-0111': [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], '3303-0001': [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], '0022-0030': [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], '0011-1100': [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], '3303-1010': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], '0003-1001': [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], '0000-0000': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '3000-0000': [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '3300-0000': [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '3330-0000': [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3333-0000': [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], '3333-3000': [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], '3333-3300': [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], '0000-3000': [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], '0000-3300': [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], '0000-3330': [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], '3300-3000': [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], '3330-3000': [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], '3000-3000': [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], '3000-3300': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], '3000-3330': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], '1000-0000': [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '2000-0000': [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '1100-0000': [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '2200-0000': [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '1110-0000': [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '2220-0000': [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3300-1000': [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3300-2000': [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '1100-1000': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '2200-2000': [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '3000-1000': [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '3000-2000': [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '1000-1000': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '1001-2000': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0111-0000': [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], '3000-0202': [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], '0001-2002': [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], '1101-0202': [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], '0011-0000': [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], '1001-0002': [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '2002-0101': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], '0303-0000': [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], '0101-2220': [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], '0001-0020': [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], '2000-2000': [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '3000-1100': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '3000-2200': [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '1000-1100': [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '2000-2200': [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '0000-1000': [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], '0000-2000': [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], '0000-2200': [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], '1001-2220': [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], '0200-1100': [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], '2002-0100': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], '0000-0001': [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], '0101-0200': [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '3330-2220': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '2002-2000': [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0001-0200': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], '0220-0020': [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0303-1000': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], '0110-0020': [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0030-2000': [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '2002-1001': [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], '0101-2020': [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], '0202-1001': [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], '3003-1101': [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], '0220-1001': [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3003-0002': [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '1111-0101': [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], '2020-0022': [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], '0011-2200': [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '2222-2200': [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], '1011-0100': [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], '0033-2200': [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '0101-0330': [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], '0100-0200': [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], '1101-2000': [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], '0333-0011': [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], '1011-3330': [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], '1011-3030': [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], '0010-0101': [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], '0110-0010': [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], '0011-3000': [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0020-2000': [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '3303-1011': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], '0110-1001': [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3330-2202': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], '1011-2200': [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0222-0300': [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], '0011-2022': [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], '3003-3330': [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], '0110-0100': [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], '0200-0100': [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], '2220-3330': [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0020-2220': [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], '2220-2220': [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '0002-3000': [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], '2020-3030': [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], '1001-2002': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], '0333-0030': [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], '2022-2200': [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0020-1100': [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], '1110-3330': [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0111-2000': [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], '0033-0220': [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], '2022-1001': [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], '0003-0001': [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], '3033-1010': [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], '0100-3000': [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], '2020-1000': [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], '0202-0200': [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '0300-0010': [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '0200-3330': [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], '3333-1101': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], '2000-0022': [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], '1010-2000': [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], '3030-2002': [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], '0033-0011': [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], '3030-1001': [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], '0010-0011': [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], '2220-0330': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], '2002-0010': [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], '3330-0030': [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], '0200-0010': [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '2022-0330': [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], '0022-1111': [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], '2220-0300': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], '3330-0101': [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], '0001-0220': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], '1100-0020': [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], '1100-1001': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], '0220-2022': [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], '3000-0011': [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], '1111-2002': [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], '2000-1001': [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], '2020-0220': [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], '2020-0030': [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], '1111-3330': [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], '0222-2220': [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], '2200-0002': [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], '2200-1000': [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3333-1111': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]}
+*** Total Configurations dictionnary:  {'0303-1010': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], '0033-3000': [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0303-0100': [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], '2222-0220': [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], '3000-1110': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 1, 0], '0030-0000': [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], '0020-0010': [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], '1000-1010': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], '0020-0202': [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1], '0010-3300': [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], '0011-0111': [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], '3303-0001': [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], '0022-0030': [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], '0011-1100': [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], '3303-1010': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], '0003-1001': [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], '0000-0000': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], '3000-0000': [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '3300-0000': [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '3330-0000': [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3333-0000': [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0], '3333-3000': [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0], '3333-3300': [2.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], '0000-3000': [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], '0000-3300': [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], '0000-3330': [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], '3300-3000': [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], '3330-3000': [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], '3000-3000': [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], '3000-3300': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], '3000-3330': [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], '1000-0000': [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '2000-0000': [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], '1100-0000': [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '2200-0000': [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], '1110-0000': [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '2220-0000': [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], '3300-1000': [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3300-2000': [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '1100-1000': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '2200-2000': [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], '3000-1000': [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '3000-2000': [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '1000-1000': [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], '1001-2000': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0111-0000': [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], '3000-0202': [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], '0001-2002': [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1], '1101-0202': [0.0, 1, 1, 0, 1, 1.0, 0, 1, 0, 1], '0011-0000': [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], '1001-0002': [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '2002-0101': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], '0303-0000': [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], '0101-2220': [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], '0001-0020': [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], '2000-2000': [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], '3000-1100': [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '3000-2200': [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '1000-1100': [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], '2000-2200': [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '0000-1000': [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], '0000-2000': [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], '0000-2200': [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], '1001-2220': [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], '0200-1100': [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], '2002-0100': [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], '0000-0001': [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], '0101-0200': [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '3330-2220': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '2002-2000': [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], '0001-0200': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], '0220-0020': [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0303-1000': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], '0110-0020': [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], '0030-2000': [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '2002-1001': [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], '0101-2020': [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], '0202-1001': [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], '3003-1101': [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1], '0220-1001': [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3003-0002': [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], '1111-0101': [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], '2020-0022': [1.0, 1, 0, 1, 0, 1.0, 0, 0, 1, 1], '0011-2200': [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '2222-2200': [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], '1011-0100': [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], '0033-2200': [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], '0101-0330': [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], '0100-0200': [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], '1101-2000': [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], '0333-0011': [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], '1011-3330': [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], '1011-3030': [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], '0010-0101': [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], '0110-0010': [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], '0011-3000': [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], '0020-2000': [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], '3303-1011': [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1], '0110-1001': [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], '3330-2202': [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1], '1011-2200': [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0222-0300': [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], '0011-2022': [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1], '3003-3330': [2.0, 1, 0, 0, 1, 2.0, 1, 1, 1, 0], '0110-0100': [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], '0200-0100': [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], '2220-3330': [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0020-2220': [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], '2220-2220': [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], '0002-3000': [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], '2020-3030': [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], '1001-2002': [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 1], '0333-0030': [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], '2022-2200': [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], '0020-1100': [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], '1110-3330': [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], '0111-2000': [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], '0033-0220': [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], '2022-1001': [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], '0003-0001': [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], '3033-1010': [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], '0100-3000': [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], '2020-1000': [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], '0202-0200': [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], '0300-0010': [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '0200-3330': [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], '3333-1101': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 0, 1], '2000-0022': [1.0, 1, 0, 0, 0, 1.0, 0, 0, 1, 1], '1010-2000': [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], '3030-2002': [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1], '0033-0011': [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], '3030-1001': [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], '0010-0011': [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], '2220-0330': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], '2002-0010': [1.0, 1, 0, 0, 1, 0.0, 0, 0, 1, 0], '3330-0030': [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], '0200-0010': [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], '2022-0330': [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], '0022-1111': [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], '2220-0300': [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], '3330-0101': [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], '0001-0220': [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], '1100-0020': [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], '1100-1001': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], '0220-2022': [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1], '3000-0011': [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], '1111-2002': [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1], '2000-1001': [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], '2020-0220': [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], '2020-0030': [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], '1111-3330': [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], '0222-2220': [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], '2200-0002': [1.0, 1, 1, 0, 0, 1.0, 0, 0, 0, 1], '2200-1000': [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], '3333-1111': [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1], '0222-1000': [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], '0330-0300': [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], '0300-0000': [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], '3030-0110': [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], '1100-1011': [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1], '3303-0111': [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], '3003-0220': [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], '1000-0202': [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1], '1000-0100': [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], '0030-2200': [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], '0202-0001': [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], '0333-0002': [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1], '3333-0001': [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], '1000-2200': [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], '1100-3000': [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], '0020-1111': [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], '3030-1101': [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], '0002-0111': [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], '1011-0330': [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], '0000-1111': [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1], '3033-0100': [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], '3030-0000': [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], '0111-0001': [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], '1111-3300': [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], '0010-0222': [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1], '0002-3330': [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], '3000-0001': [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], '1011-0011': [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], '0220-2000': [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], '0303-1001': [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]}
  --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only
  --- Maximum input size =    -1
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv
@@ -694,7 +840,8 @@
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv
-*** Total energy efficiencies:  [8236960890.90969, 6957102505.948323, 6956231392.081026, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 8089829466.394849, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 8296551953.00833, 9400881802.713095, 9963434196.49885, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 8354358468.81318, 8407741848.694279, 2075033200.5312083, 9914340101.522842, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 9428892010.8998, 7282684688.88371, 7595205906.032112, 9080672696.233337, 2991522026.5766816, 8754497623.153894, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 10227751572.005417, 3742206854.226074, 7487495881.877265, 10286076355.602003, 8782098570.274353, 9750580159.519491, 10199970420.085781, 9353836943.914392, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 9165566798.65083, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 10947566629.6274, 9639669166.554203, 8308684236.764266, 5000900162.029165, 8823477508.95583, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 10070047248.66169, 6788774083.176061, 10098612955.510561, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 6207016411.351391, 5023055826.242454, 11523551835.240866]
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv
+*** Total energy efficiencies:  [8236960890.90969, 6957102505.948323, 6956231392.081026, 11285968381.230984, 8096707069.234942, 994906080.8659663, 3998672440.749671, 6501654671.113798, 8089829466.394849, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 8296551953.00833, 9400881802.713095, 9963434196.49885, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 8354358468.81318, 8407741848.694279, 2075033200.5312083, 9914340101.522842, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 9428892010.8998, 7282684688.88371, 7595205906.032112, 9080672696.233337, 2991522026.5766816, 8754497623.153894, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 10227751572.005417, 3742206854.226074, 7487495881.877265, 10286076355.602003, 8782098570.274353, 9750580159.519491, 10199970420.085781, 9353836943.914392, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 9165566798.65083, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 10947566629.6274, 9639669166.554203, 8308684236.764266, 5000900162.029165, 8823477508.95583, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 7393168712.11001, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 10070047248.66169, 6788774083.176061, 10098612955.510561, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 6207016411.351391, 5023055826.242454, 11523551835.240866, 9969791531.659073, 5065035050.042546, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 9277212383.22309, 10225586667.47108, 8528930131.004368, 8327920185.212945, 4407169583.478402, 6743861400.160503, 7543867590.03606, 8955437741.79682, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 9945201937.325336, 8938627384.378855, 8513391564.931638, 2117186259.461176, 6254338947.644929, 2780233650.836016, 9442424814.692413, 9876153040.867521, 9147875405.936972, 6759862639.591164, 10558457958.332102, 3629843118.1804323, 8737821661.059898, 11525411226.672567, 5281811027.365063, 8479966080.135679]
  --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only
  --- Maximum input size =    -1
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv
@@ -704,7 +851,8 @@
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv
-*** Total energy :  [61.00540758755291, 53.35616382684589, 53.38267358149647, 54.74622776577034, 49.41467631934382, 29.623247258891045, 36.82601141845538, 42.85376093977719, 66.44909360627778, 42.64544340651106, 50.74428137607953, 59.94594005320708, 42.05401520354165, 43.82652071469574, 67.3857084084629, 54.44253148500697, 30.299284062105812, 30.027102694886654, 29.060137396486432, 30.277288658122774, 32.51205394198035, 59.045602086542516, 66.34289826476824, 75.09852863759252, 35.59789292409111, 42.05795824330537, 48.682465076838824, 36.711179058531826, 37.40635012737015, 36.1860248822606, 42.19510352720739, 49.410116578739654, 29.957415812958512, 29.543907709942122, 29.02206558996354, 29.239529117166907, 30.059275323795035, 30.07061597004587, 30.668041259477853, 30.508250558695604, 36.78276420172299, 36.9852979298838, 36.68430426428569, 36.93355197432356, 36.46450751429702, 36.96583597689362, 36.86022362180361, 39.7073615035878, 40.0701934667281, 64.35822134376, 65.1809584910712, 29.0248902377268, 65.015157087009, 29.5448803510097, 47.6050128004243, 47.4541739001796, 45.0383665719169, 48.9191931692468, 35.4792605525655, 36.241340818491324, 43.3608751201712, 42.79271109577192, 42.80059101405426, 42.61363347008094, 42.474892742303716, 35.44774676664167, 35.40657570372512, 42.51731520413714, 50.735447078258076, 42.722378810206706, 42.016301664202444, 35.588916806469584, 37.334916995372765, 51.28077619994492, 41.829225389075674, 36.59285860316189, 36.67117347490831, 53.6166443408558, 36.31061849927073, 35.93660318178646, 48.71596839606954, 43.37670883350873, 48.8428586507307, 67.46193459835338, 43.18443043197562, 65.80063109114849, 45.44863666563364, 30.63396781022152, 65.93701913313123, 42.07381484773657, 53.84120579706395, 36.74164741869377, 59.96771726749321, 42.51302006574951, 35.39655176899871, 36.70897651674008, 65.95120166169613, 50.66357196918862, 42.90551410725298, 41.37346586900227, 35.648662348871625, 35.94259902860859, 35.41951635507749, 73.37868558375581, 34.88131927324178, 41.820066635010036, 84.88778487940925, 43.085080854083536, 43.43833566298026, 84.69065283515172, 65.99051868650201, 35.42009012551951, 35.404255909220375, 49.20594289132612, 48.301162810596125, 49.57175430186782, 38.132247384977575, 41.87227309237855, 65.10994999301121, 58.764018507515395, 50.18755172966964, 41.85807704041302, 49.7061517933472, 37.38840673928198, 59.697236073290554, 50.34000387088341, 45.78293727571249, 66.3571751425295, 48.5763010995366, 34.94046355190528, 34.65163368892841, 40.5630522502661, 34.61491775303547, 47.48626285009536, 79.26313007840331, 64.97706889442466, 64.3370683100252, 35.48607288213239, 65.30338482528335, 59.541753106093076, 43.884169684615244, 41.98663362868059, 42.07453960416718, 41.1753628489377, 36.12486526516549, 34.495214714826176, 49.81557674440745, 60.652013004669556, 36.30048338737668, 42.07329975259821, 40.84258552984255, 35.478097414979636, 41.562953026807364, 83.48428558869355, 41.16379423683102, 67.2428641168314, 41.03159908655608, 42.10385161103808, 35.10473595313148, 49.989818506242955, 57.359112207692405, 51.67993691242756, 35.26956535624208, 47.115411060327354, 35.164198939696966, 83.54140347554512]
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv
+*** Total energy :  [61.00540758755291, 53.35616382684589, 53.38267358149647, 54.74622776577034, 49.41467631934382, 29.623247258891045, 36.82601141845538, 42.85376093977719, 66.44909360627778, 42.64544340651106, 50.74428137607953, 59.94594005320708, 42.05401520354165, 43.82652071469574, 67.3857084084629, 54.44253148500697, 30.299284062105812, 30.027102694886654, 29.060137396486432, 30.277288658122774, 32.51205394198035, 59.045602086542516, 66.34289826476824, 75.09852863759252, 35.59789292409111, 42.05795824330537, 48.682465076838824, 36.711179058531826, 37.40635012737015, 36.1860248822606, 42.19510352720739, 49.410116578739654, 29.957415812958512, 29.543907709942122, 29.02206558996354, 29.239529117166907, 30.059275323795035, 30.07061597004587, 30.668041259477853, 30.508250558695604, 36.78276420172299, 36.9852979298838, 36.68430426428569, 36.93355197432356, 36.46450751429702, 36.96583597689362, 36.86022362180361, 39.7073615035878, 40.0701934667281, 64.35822134376, 65.1809584910712, 29.0248902377268, 65.015157087009, 29.5448803510097, 47.6050128004243, 47.4541739001796, 45.0383665719169, 48.9191931692468, 35.4792605525655, 36.241340818491324, 43.3608751201712, 42.79271109577192, 42.80059101405426, 42.61363347008094, 42.474892742303716, 35.44774676664167, 35.40657570372512, 42.51731520413714, 50.735447078258076, 42.722378810206706, 42.016301664202444, 35.588916806469584, 37.334916995372765, 51.28077619994492, 41.829225389075674, 36.59285860316189, 36.67117347490831, 53.6166443408558, 36.31061849927073, 35.93660318178646, 48.71596839606954, 43.37670883350873, 48.8428586507307, 67.46193459835338, 43.18443043197562, 65.80063109114849, 45.44863666563364, 30.63396781022152, 65.93701913313123, 42.07381484773657, 53.84120579706395, 36.74164741869377, 59.96771726749321, 42.51302006574951, 35.39655176899871, 36.70897651674008, 65.95120166169613, 50.66357196918862, 42.90551410725298, 41.37346586900227, 35.648662348871625, 35.94259902860859, 35.41951635507749, 73.37868558375581, 34.88131927324178, 41.820066635010036, 84.88778487940925, 43.085080854083536, 43.43833566298026, 84.69065283515172, 65.99051868650201, 35.42009012551951, 35.404255909220375, 49.20594289132612, 48.301162810596125, 49.57175430186782, 38.132247384977575, 41.87227309237855, 65.10994999301121, 58.764018507515395, 50.18755172966964, 41.85807704041302, 49.7061517933472, 37.38840673928198, 59.697236073290554, 50.34000387088341, 45.78293727571249, 66.3571751425295, 48.5763010995366, 34.94046355190528, 34.65163368892841, 40.5630522502661, 34.61491775303547, 47.48626285009536, 79.26313007840331, 64.97706889442466, 64.3370683100252, 35.48607288213239, 65.30338482528335, 59.541753106093076, 43.884169684615244, 41.98663362868059, 42.07453960416718, 41.1753628489377, 36.12486526516549, 34.495214714826176, 49.81557674440745, 60.652013004669556, 36.30048338737668, 42.07329975259821, 40.84258552984255, 35.478097414979636, 41.562953026807364, 83.48428558869355, 41.16379423683102, 67.2428641168314, 41.03159908655608, 42.10385161103808, 35.10473595313148, 49.989818506242955, 57.359112207692405, 51.67993691242756, 35.26956535624208, 47.115411060327354, 35.164198939696966, 83.54140347554512, 42.75164023390624, 35.13598057141005, 35.649584213611206, 28.209089181571862, 41.82593528076137, 48.61244404745341, 73.36262541667716, 58.99281399223083, 64.17430044494624, 34.828482821374045, 41.3450979000584, 40.37867051197721, 70.26399021141525, 64.59775499830239, 40.76551455796704, 35.023609845408956, 53.486611373072236, 48.568093302538465, 51.19519895467268, 42.76899541535147, 53.14600789669191, 42.547359911496315, 58.43142458623579, 28.69675782439391, 35.98594879953233, 29.193550568943994, 43.80740929766881, 82.55859277633934, 51.28673303694986, 36.90475887640218, 49.51707772839275, 34.55029567760096, 42.79354542763764, 59.99293901124158, 35.274079340197716, 59.193870361299275]
  --- Getting data from folder   /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only
  --- Maximum input size =    -1
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary_first_results_samsung_interrupted.csv
@@ -714,8 +862,9 @@
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___06Sep22_09_42_02.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___07Sep22_11_04_29.csv
  --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___08Sep22_11_21_57.csv
-*** Total workload :  [502499000000.0, 371205000000.0, 371343000000.0, 617864000000.0, 400095000000.0, 29472300000.0, 147255000000.0, 278621000000.0, 537560000000.0, 278594000000.0, 454872000000.0, 498819000000.0, 304885000000.0, 335276000000.0, 629393000000.0, 370545000000.0, 0.0, 0.0, 29553800000.0, 59956000000.0, 174825000000.0, 489874000000.0, 623684000000.0, 748237000000.0, 117748000000.0, 243499000000.0, 373189000000.0, 186205000000.0, 217816000000.0, 150171000000.0, 278957000000.0, 406369000000.0, 0.0, 29470600000.0, 29457300000.0, 29535500000.0, 60678300000.0, 60106800000.0, 89102900000.0, 92411200000.0, 186062000000.0, 185914000000.0, 218185000000.0, 185980000000.0, 194232000000.0, 150045000000.0, 149735000000.0, 207911000000.0, 125814000000.0, 537670000000.0, 548023000000.0, 60227600000.0, 644582000000.0, 81112900000.0, 335286000000.0, 424732000000.0, 241564000000.0, 449351000000.0, 160862000000.0, 150528000000.0, 279393000000.0, 278971000000.0, 276003000000.0, 278672000000.0, 274951000000.0, 111489000000.0, 117941000000.0, 243375000000.0, 465069000000.0, 279405000000.0, 304426000000.0, 118205000000.0, 207187000000.0, 473319000000.0, 303807000000.0, 160475000000.0, 184845000000.0, 371471000000.0, 211379000000.0, 172823000000.0, 428493000000.0, 362938000000.0, 434491000000.0, 636090000000.0, 314499000000.0, 499771000000.0, 412706000000.0, 91642100000.0, 577244000000.0, 330242000000.0, 617498000000.0, 250128000000.0, 499893000000.0, 334929000000.0, 144886000000.0, 249187000000.0, 633609000000.0, 506686000000.0, 380626000000.0, 275426000000.0, 185167000000.0, 244660000000.0, 150321000000.0, 750499000000.0, 130533000000.0, 313127000000.0, 873162000000.0, 378377000000.0, 423547000000.0, 863842000000.0, 617264000000.0, 182855000000.0, 150215000000.0, 470964000000.0, 404596000000.0, 469901000000.0, 207799000000.0, 315295000000.0, 596772000000.0, 498189000000.0, 530930000000.0, 279201000000.0, 467887000000.0, 249811000000.0, 500528000000.0, 530288000000.0, 240648000000.0, 631797000000.0, 418853000000.0, 149976000000.0, 208093000000.0, 304712000000.0, 122892000000.0, 422949000000.0, 867738000000.0, 626356000000.0, 534556000000.0, 177462000000.0, 576204000000.0, 500822000000.0, 370724000000.0, 278542000000.0, 347206000000.0, 304417000000.0, 218830000000.0, 129407000000.0, 528993000000.0, 690523000000.0, 217901000000.0, 347637000000.0, 377523000000.0, 185774000000.0, 312668000000.0, 840691000000.0, 279451000000.0, 679060000000.0, 270449000000.0, 314406000000.0, 187327000000.0, 548186000000.0, 654747000000.0, 371696000000.0, 148058000000.0, 292447000000.0, 176632000000.0, 962694000000.0]
---- Size of X before removing aberrants points from the dataset:  166
+ --- Getting data from file  /mnt/c/Users/lavoi/opportunist_task_on_android/scripts_valuable_files/experiment_automatization/summary_files_only/summary___13Sep22_11_30_53.csv
+*** Total workload :  [502499000000.0, 371205000000.0, 371343000000.0, 617864000000.0, 400095000000.0, 29472300000.0, 147255000000.0, 278621000000.0, 537560000000.0, 278594000000.0, 454872000000.0, 498819000000.0, 304885000000.0, 335276000000.0, 629393000000.0, 370545000000.0, 0.0, 0.0, 29553800000.0, 59956000000.0, 174825000000.0, 489874000000.0, 623684000000.0, 748237000000.0, 117748000000.0, 243499000000.0, 373189000000.0, 186205000000.0, 217816000000.0, 150171000000.0, 278957000000.0, 406369000000.0, 0.0, 29470600000.0, 29457300000.0, 29535500000.0, 60678300000.0, 60106800000.0, 89102900000.0, 92411200000.0, 186062000000.0, 185914000000.0, 218185000000.0, 185980000000.0, 194232000000.0, 150045000000.0, 149735000000.0, 207911000000.0, 125814000000.0, 537670000000.0, 548023000000.0, 60227600000.0, 644582000000.0, 81112900000.0, 335286000000.0, 424732000000.0, 241564000000.0, 449351000000.0, 160862000000.0, 150528000000.0, 279393000000.0, 278971000000.0, 276003000000.0, 278672000000.0, 274951000000.0, 111489000000.0, 117941000000.0, 243375000000.0, 465069000000.0, 279405000000.0, 304426000000.0, 118205000000.0, 207187000000.0, 473319000000.0, 303807000000.0, 160475000000.0, 184845000000.0, 371471000000.0, 211379000000.0, 172823000000.0, 428493000000.0, 362938000000.0, 434491000000.0, 636090000000.0, 314499000000.0, 499771000000.0, 412706000000.0, 91642100000.0, 577244000000.0, 330242000000.0, 617498000000.0, 250128000000.0, 499893000000.0, 334929000000.0, 144886000000.0, 249187000000.0, 633609000000.0, 506686000000.0, 380626000000.0, 275426000000.0, 185167000000.0, 244660000000.0, 150321000000.0, 750499000000.0, 130533000000.0, 313127000000.0, 873162000000.0, 378377000000.0, 423547000000.0, 863842000000.0, 617264000000.0, 182855000000.0, 150215000000.0, 470964000000.0, 404596000000.0, 469901000000.0, 207799000000.0, 315295000000.0, 596772000000.0, 498189000000.0, 530930000000.0, 279201000000.0, 467887000000.0, 249811000000.0, 500528000000.0, 530288000000.0, 240648000000.0, 631797000000.0, 418853000000.0, 149976000000.0, 208093000000.0, 304712000000.0, 122892000000.0, 422949000000.0, 867738000000.0, 626356000000.0, 534556000000.0, 177462000000.0, 576204000000.0, 500822000000.0, 370724000000.0, 278542000000.0, 347206000000.0, 304417000000.0, 218830000000.0, 129407000000.0, 528993000000.0, 690523000000.0, 217901000000.0, 347637000000.0, 377523000000.0, 185774000000.0, 312668000000.0, 840691000000.0, 279451000000.0, 679060000000.0, 270449000000.0, 314406000000.0, 187327000000.0, 548186000000.0, 654747000000.0, 371696000000.0, 148058000000.0, 292447000000.0, 176632000000.0, 962694000000.0, 426227000000.0, 177965000000.0, 182791000000.0, 29550500000.0, 313863000000.0, 450987000000.0, 750176000000.0, 503147000000.0, 534437000000.0, 153495000000.0, 278825000000.0, 304611000000.0, 629243000000.0, 625410000000.0, 267574000000.0, 186970000000.0, 535789000000.0, 444514000000.0, 466724000000.0, 380079000000.0, 528549000000.0, 380315000000.0, 497450000000.0, 60756400000.0, 225068000000.0, 81165000000.0, 413650000000.0, 815359000000.0, 469163000000.0, 249471000000.0, 522824000000.0, 125412000000.0, 373921000000.0, 691443000000.0, 186311000000.0, 501963000000.0]
+--- Size of X before removing aberrants points from the dataset:  202
  --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
@@ -1212,6 +1361,114 @@
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.15235518e+10]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.96979153e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.06503505e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.12744259e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 1.0475526e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.50401465e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.27721238e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.02255867e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.52893013e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.32792019e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.40716958e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.7438614e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.54386759e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.95543774e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.68157306e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.56374711e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.33840126e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00172497e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.15239656e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.11651822e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.88675607e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.94520194e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.93862738e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 8.51339156e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.11718626e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.25433895e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.78023365e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.44242481e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.87615304e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.14787541e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.75986264e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0558458e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.62984312e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 8.73782166e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.15254112e+10]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.28181103e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.47996608e+09]
  --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]
 --- Computing the list of the 10 first neighbours of '0303-1010'
 *** START computing ci exp matrix 
@@ -1219,57 +1476,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, first computation result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1010'
 --- Neighbour  0 in the list of neghbours, And at position 0 in the X datas point
@@ -1320,7 +1577,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.61491775303547
  --- Workload:  122892000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -1328,7 +1593,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
@@ -1336,7 +1601,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.76130039]
@@ -1344,14 +1609,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1010'
 --- Neighbour  0 in the list of neghbours, And at position 132 in the X datas point
 --------------
@@ -1377,15 +1634,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -1393,7 +1642,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -1401,14 +1650,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806147312.252427
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
@@ -1434,16 +1691,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  750499000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Configuration:  0303-1000
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (53.38267358149647 mAh)  it is NOT far from the median.
----  Median :53.38267358149647,   the gap is :  10
+--- The energy of the current configuration (53.6166443408558 mAh)  it is NOT far from the median.
+---  Median :53.6166443408558,   the gap is :  10
 --- So No we don't romove this configuration '0303-1010'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]
@@ -1453,57 +1710,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-3000'
 --- Neighbour  0 in the list of neghbours, And at position 1 in the X datas point
@@ -1687,57 +1944,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0100'
 --- Neighbour  0 in the list of neghbours, And at position 2 in the X datas point
@@ -1788,7 +2045,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.5630522502661
  --- Workload:  304712000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -1796,7 +2061,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -1804,7 +2069,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -1812,16 +2077,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
---- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [1.]
@@ -1829,23 +2094,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 112 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 112 in the X datas point
 --------------
  --- Configuration:  0200-0100
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4242843383.922169
  --- Energy:  35.404255909220375
  --- Workload:  150215000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 131 in the X datas point
 --------------
  --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7512075661.626064
  --- Energy:  40.5630522502661
  --- Workload:  304712000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -1853,7 +2118,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 161 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 161 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -1861,7 +2126,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -1869,7 +2134,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.76130039]
@@ -1877,14 +2142,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
---------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
---------------
 --- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
@@ -1902,16 +2159,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  502499000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 161 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- Configuration:  0303-0000
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (51.67993691242756 mAh)  it is NOT far from the median.
----  Median :51.67993691242756,   the gap is :  10
+--- The energy of the current configuration (45.0383665719169 mAh)  it is NOT far from the median.
+---  Median :45.0383665719169,   the gap is :  10
 --- So No we don't romove this configuration '0303-0100'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0]
@@ -1921,57 +2178,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2222-0220'
 --- Neighbour  0 in the list of neghbours, And at position 3 in the X datas point
@@ -2155,57 +2412,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1110'
 --- Neighbour  0 in the list of neghbours, And at position 4 in the X datas point
@@ -2240,7 +2497,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 14 in the X datas point
 --------------
  --- Configuration:  3303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -2248,7 +2513,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2256,7 +2521,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2264,7 +2529,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.76130039]
@@ -2272,7 +2537,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -2280,14 +2545,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
---------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-1110'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
@@ -2324,18 +2581,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 170 in the X datas point
 --------------
- --- Configuration:  2000-2200
+ --- Configuration:  3030-0110
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
 --------------
 --- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
 --------------
@@ -2389,57 +2646,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0030-0000'
 --- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
@@ -2450,7 +2707,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.83375292]
@@ -2458,7 +2723,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2466,7 +2731,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2474,7 +2739,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2482,7 +2747,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 79 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
@@ -2490,7 +2755,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2498,7 +2771,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2506,32 +2779,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0030-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0300-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2539,7 +2804,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2547,7 +2812,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2555,7 +2820,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -2563,18 +2828,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 39 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5377240292.736961
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
@@ -2582,7 +2839,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 79 in the X datas point
 --------------
  --- Configuration:  0030-2000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  4809102669.532892
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
@@ -2604,16 +2861,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  489874000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 19 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
+ --- Configuration:  0030-0000
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.277288658122774 mAh)  it is NOT far from the median.
----  Median :30.277288658122774,   the gap is :  10
+--- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
+---  Median :29.623247258891045,   the gap is :  10
 --- So No we don't romove this configuration '0030-0000'
  --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0]
@@ -2623,57 +2880,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0010'
 --- Neighbour  0 in the list of neghbours, And at position 6 in the X datas point
@@ -2857,57 +3114,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1010'
 --- Neighbour  0 in the list of neghbours, And at position 7 in the X datas point
@@ -2958,7 +3215,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 171 in the X datas point
+--------------
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2966,7 +3231,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2974,7 +3239,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -2982,40 +3247,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1010'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
  --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  997516184.7000968
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3023,7 +3272,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3031,7 +3280,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -3039,23 +3288,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 46 in the X datas point
 --------------
  --- Configuration:  1000-1000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  4062233415.93208
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.76130039]
@@ -3063,7 +3312,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
@@ -3071,19 +3320,27 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 171 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
 --------------
- --- Configuration:  0000-0000
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 65 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.85376093977719 mAh)  is far from the median.
----  Median :30.299284062105812,   the gap is :  10
---- So yes we remove this configuration '1000-1010'
---- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] is  an abberant point. we don't add it
+--- The energy of the current configuration (35.44774676664167 mAh)  it is NOT far from the median.
+---  Median :35.44774676664167,   the gap is :  10
+--- So No we don't romove this configuration '1000-1010'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1]
 --- Computing the list of the 10 first neighbours of '0020-0202'
 *** START computing ci exp matrix 
@@ -3091,57 +3348,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-0202'
 --- Neighbour  0 in the list of neghbours, And at position 8 in the X datas point
@@ -3160,7 +3417,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.37346586900227
  --- Workload:  275426000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 193 in the X datas point
+--------------
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
  --- Distance from that configuration:  [0.76130039]
@@ -3168,7 +3433,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 88 in the X datas point
 --------------
  --- Configuration:  2020-0022
  --- Distance from that configuration:  [0.76130039]
@@ -3176,7 +3441,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.93701913313123
  --- Workload:  577244000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.76130039]
@@ -3184,7 +3449,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -3192,7 +3457,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.76130039]
@@ -3200,7 +3465,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.76130039]
@@ -3208,64 +3473,40 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 174 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-0202'
---- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  4244013818.5089927
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 6 in the X datas point
---------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 99 in the X datas point
 --------------
  --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6657080470.788732
  --- Energy:  41.37346586900227
  --- Workload:  275426000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6670179627.937381
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.76130039]
@@ -3273,7 +3514,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -3281,7 +3522,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
  --- Distance from that configuration:  [0.76130039]
@@ -3289,33 +3538,41 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 88 in the X datas point
 --------------
  --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.69514393]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8754497623.153894
  --- Energy:  65.93701913313123
  --- Workload:  577244000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 8 in the X datas point
 --------------
  --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.69514393]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  8089829466.394849
  --- Energy:  66.44909360627778
  --- Workload:  537560000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
- --- Configuration:  0020-1100
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (66.44909360627778 mAh)  is far from the median.
----  Median :41.85807704041302,   the gap is :  10
+---  Median :48.301162810596125,   the gap is :  10
 --- So yes we remove this configuration '0020-0202'
 --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]
@@ -3325,57 +3582,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0010-3300'
 --- Neighbour  0 in the list of neghbours, And at position 9 in the X datas point
@@ -3559,57 +3816,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0111'
 --- Neighbour  0 in the list of neghbours, And at position 10 in the X datas point
@@ -3644,53 +3901,53 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  60.652013004669556
  --- Workload:  690523000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
 --------------
- --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 193 in the X datas point
 --------------
- --- Configuration:  0011-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 86 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 198 in the X datas point
 --------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
 --------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 109 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
 --------------
- --- Configuration:  0011-2022
+ --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 128 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  1111-0101
+ --- Configuration:  0011-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0111'
 --- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
@@ -3701,15 +3958,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 91 in the X datas point
---------------
- --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6807769026.0124855
- --- Energy:  36.74164741869377
- --- Workload:  250128000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 99 in the X datas point
 --------------
  --- Configuration:  0010-0101
  --- Distance from that configuration:  [0.83375292]
@@ -3717,7 +3966,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.37346586900227
  --- Workload:  275426000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 141 in the X datas point
 --------------
  --- Configuration:  0010-0011
  --- Distance from that configuration:  [0.83375292]
@@ -3725,38 +3974,46 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.98663362868059
  --- Workload:  278542000000.0
 --------------
+--- Neighbour  3 in the list of neghbours, And at position 198 in the X datas point
+--------------
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
+--------------
 --- Neighbour  4 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9080672696.233337
- --- Energy:  45.44863666563364
- --- Workload:  412706000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 128 in the X datas point
---------------
- --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8622547962.923044
- --- Energy:  48.5763010995366
- --- Workload:  418853000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8964027358.211496
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 147 in the X datas point
 --------------
  --- Configuration:  0022-1111
@@ -3765,13 +4022,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  60.652013004669556
  --- Workload:  690523000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
 --------------
- --- Configuration:  0011-2022
+ --- Configuration:  0010-0222
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 13 in the X datas point
@@ -3793,57 +4050,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0001'
 --- Neighbour  0 in the list of neghbours, And at position 11 in the X datas point
@@ -3854,7 +4111,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3862,7 +4127,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3870,7 +4135,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3878,7 +4143,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3886,7 +4151,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 85 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 85 in the X datas point
 --------------
  --- Configuration:  3003-0002
  --- Distance from that configuration:  [0.83375292]
@@ -3894,7 +4159,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.80063109114849
  --- Workload:  499771000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 103 in the X datas point
 --------------
  --- Configuration:  3303-1011
  --- Distance from that configuration:  [0.83375292]
@@ -3902,7 +4167,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  73.37868558375581
  --- Workload:  750499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
  --- Distance from that configuration:  [0.83375292]
@@ -3910,21 +4175,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 172 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3303-0001'
 --- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
@@ -3938,7 +4195,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
@@ -3959,15 +4216,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
---------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
@@ -3975,7 +4224,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
@@ -3983,6 +4232,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 85 in the X datas point
 --------------
  --- Configuration:  3003-0002
@@ -3991,33 +4248,33 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.80063109114849
  --- Workload:  499771000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 172 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
 --------------
 --- Neighbour  9 in the list of neghbours, And at position 103 in the X datas point
 --------------
  --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10227751572.005417
  --- Energy:  73.37868558375581
  --- Workload:  750499000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Configuration:  3333-0000
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (53.38267358149647 mAh)  it is NOT far from the median.
----  Median :53.38267358149647,   the gap is :  10
+--- The energy of the current configuration (59.045602086542516 mAh)  it is NOT far from the median.
+---  Median :59.045602086542516,   the gap is :  10
 --- So No we don't romove this configuration '3303-0001'
  --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]
@@ -4027,57 +4284,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0022-0030'
 --- Neighbour  0 in the list of neghbours, And at position 12 in the X datas point
@@ -4261,57 +4518,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-1100'
 --- Neighbour  0 in the list of neghbours, And at position 13 in the X datas point
@@ -4362,7 +4619,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -4370,7 +4643,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.76130039]
@@ -4378,38 +4651,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
---------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 65 in the X datas point
---------------
- --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-1100'
---- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
 --------------
  --- Configuration:  0011-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  0000-1000
+ --- Configuration:  0011-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3145168392.3157244
- --- Energy:  35.44774676664167
- --- Workload:  111489000000.0
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 91 in the X datas point
 --------------
@@ -4419,7 +4676,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.83375292]
@@ -4427,7 +4692,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.83375292]
@@ -4435,7 +4700,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 89 in the X datas point
 --------------
  --- Configuration:  0011-2200
  --- Distance from that configuration:  [0.83375292]
@@ -4443,18 +4708,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07381484773657
  --- Workload:  330242000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 62 in the X datas point
---------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
---------------
 --- Neighbour  7 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8782098570.274353
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
@@ -4476,16 +4733,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  454872000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0111-0000
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.85807704041302 mAh)  it is NOT far from the median.
----  Median :41.85807704041302,   the gap is :  10
+--- The energy of the current configuration (40.0701934667281 mAh)  it is NOT far from the median.
+---  Median :40.0701934667281,   the gap is :  10
 --- So No we don't romove this configuration '0011-1100'
  --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]
@@ -4495,57 +4752,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1010'
 --- Neighbour  0 in the list of neghbours, And at position 14 in the X datas point
@@ -4729,57 +4986,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0003-1001'
 --- Neighbour  0 in the list of neghbours, And at position 15 in the X datas point
@@ -4798,7 +5055,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -4806,7 +5071,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
@@ -4814,7 +5079,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 82 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
@@ -4822,7 +5087,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 83 in the X datas point
 --------------
  --- Configuration:  3003-1101
  --- Distance from that configuration:  [0.83375292]
@@ -4830,7 +5095,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.46193459835338
  --- Workload:  636090000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -4838,7 +5103,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -4846,7 +5111,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -4854,14 +5119,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0003-1001'
 --- Neighbour  0 in the list of neghbours, And at position 44 in the X datas point
 --------------
@@ -4871,31 +5128,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5256269415.345153
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  8795770993.306417
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
@@ -4903,7 +5152,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -4911,14 +5160,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806147312.252427
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
@@ -4944,16 +5201,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  636090000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 82 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
 --------------
- --- Configuration:  0202-1001
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
+ --- Configuration:  0303-1000
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.8428586507307 mAh)  it is NOT far from the median.
----  Median :48.8428586507307,   the gap is :  10
+--- The energy of the current configuration (53.6166443408558 mAh)  it is NOT far from the median.
+---  Median :53.6166443408558,   the gap is :  10
 --- So No we don't romove this configuration '0003-1001'
  --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
@@ -4963,57 +5220,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 16 in the X datas point
@@ -5197,57 +5454,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 16 in the X datas point
@@ -5431,57 +5688,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
@@ -5532,7 +5789,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -5540,7 +5813,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -5548,24 +5821,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
@@ -5573,15 +5838,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2075033200.5312083
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5589,7 +5854,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5597,7 +5862,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -5605,18 +5870,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
@@ -5624,12 +5881,20 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5377240292.736961
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -5637,25 +5902,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
----  Median :29.623247258891045,   the gap is :  10
+--- The energy of the current configuration (29.239529117166907 mAh)  it is NOT far from the median.
+---  Median :29.239529117166907,   the gap is :  10
 --- So No we don't romove this configuration '3000-0000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
@@ -5665,57 +5922,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-0000'
 --- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
@@ -5774,7 +6031,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
@@ -5782,7 +6047,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
@@ -5790,22 +6055,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0300-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
 --------------
@@ -5858,7 +6115,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5058399218.983161
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
@@ -5899,57 +6156,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0000'
 --- Neighbour  0 in the list of neghbours, And at position 20 in the X datas point
@@ -6000,7 +6257,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6008,7 +6273,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6016,7 +6281,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6024,24 +6289,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0000'
---- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2075033200.5312083
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6049,7 +6314,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6057,7 +6322,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -6065,14 +6330,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
@@ -6084,7 +6341,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
@@ -6114,16 +6371,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  489874000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  0030-0000
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.07061597004587 mAh)  it is NOT far from the median.
----  Median :30.07061597004587,   the gap is :  10
+--- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
+---  Median :29.623247258891045,   the gap is :  10
 --- So No we don't romove this configuration '3330-0000'
  --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0]
@@ -6133,57 +6390,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-0000'
 --- Neighbour  0 in the list of neghbours, And at position 21 in the X datas point
@@ -6202,7 +6459,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
@@ -6210,7 +6475,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6218,7 +6483,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6226,7 +6491,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6234,7 +6499,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6242,7 +6507,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 87 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6250,21 +6515,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 188 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3333-0000'
 --- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
@@ -6275,31 +6532,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 87 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6307,7 +6556,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6315,7 +6564,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -6323,41 +6572,49 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 188 in the X datas point
 --------------
- --- Configuration:  0303-0100
+ --- Configuration:  3033-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8296551953.00833
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8321129010.784183
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 179 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 87 in the X datas point
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
 --------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (59.045602086542516 mAh)  is far from the median.
----  Median :30.63396781022152,   the gap is :  10
+---  Median :32.51205394198035,   the gap is :  10
 --- So yes we remove this configuration '3333-0000'
 --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0, 0, 0, 0, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 2.0, 1, 0, 0, 0]
@@ -6367,57 +6624,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3000'
 --- Neighbour  0 in the list of neghbours, And at position 22 in the X datas point
@@ -6601,57 +6858,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3300'
 --- Neighbour  0 in the list of neghbours, And at position 23 in the X datas point
@@ -6835,57 +7092,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3000'
 --- Neighbour  0 in the list of neghbours, And at position 24 in the X datas point
@@ -6960,13 +7217,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  38.132247384977575
  --- Workload:  207799000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 181 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  1100-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3000'
 --- Neighbour  0 in the list of neghbours, And at position 129 in the X datas point
@@ -6977,7 +7234,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.94046355190528
  --- Workload:  149976000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 181 in the X datas point
+--------------
+ --- Configuration:  1100-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -6985,7 +7250,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 24 in the X datas point
 --------------
  --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -6993,15 +7258,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 101 in the X datas point
 --------------
  --- Configuration:  0011-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806981239.9597025
  --- Energy:  35.94259902860859
  --- Workload:  244660000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 116 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 116 in the X datas point
 --------------
  --- Configuration:  0002-3000
  --- Distance from that configuration:  [0.83375292]
@@ -7009,14 +7274,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  38.132247384977575
  --- Workload:  207799000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
@@ -7044,22 +7301,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 116 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 101 in the X datas point
 --------------
- --- Configuration:  0002-3000
- --- Energy efficiency:  5449442794.474265
- --- Energy:  38.132247384977575
- --- Workload:  207799000000.0
+ --- Configuration:  0011-3000
+ --- Energy efficiency:  6806981239.9597025
+ --- Energy:  35.94259902860859
+ --- Workload:  244660000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (38.132247384977575 mAh)  it is NOT far from the median.
----  Median :38.132247384977575,   the gap is :  10
+--- The energy of the current configuration (35.94259902860859 mAh)  it is NOT far from the median.
+---  Median :35.94259902860859,   the gap is :  10
 --- So No we don't romove this configuration '0000-3000'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]
@@ -7069,57 +7326,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3300'
 --- Neighbour  0 in the list of neghbours, And at position 25 in the X datas point
@@ -7178,7 +7435,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.94046355190528
  --- Workload:  149976000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -7186,7 +7451,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.76130039]
@@ -7194,14 +7459,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.59285860316189
  --- Workload:  160475000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3300'
 --- Neighbour  0 in the list of neghbours, And at position 129 in the X datas point
 --------------
@@ -7235,21 +7492,21 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.59285860316189
  --- Workload:  160475000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 180 in the X datas point
 --------------
- --- Configuration:  0000-3300
+ --- Configuration:  1000-2200
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 25 in the X datas point
 --------------
- --- Configuration:  0011-2200
+ --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
 --------------
 --- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
 --------------
@@ -7262,7 +7519,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6539495281.754154
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
@@ -7284,16 +7541,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  373189000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 25 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 180 in the X datas point
 --------------
- --- Configuration:  0000-3300
- --- Energy efficiency:  5789616901.049658
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Configuration:  1000-2200
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.05795824330537 mAh)  it is NOT far from the median.
----  Median :42.05795824330537,   the gap is :  10
+--- The energy of the current configuration (40.76551455796704 mAh)  it is NOT far from the median.
+---  Median :40.76551455796704,   the gap is :  10
 --- So No we don't romove this configuration '0000-3300'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]
@@ -7303,57 +7560,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-3330'
 --- Neighbour  0 in the list of neghbours, And at position 26 in the X datas point
@@ -7404,7 +7661,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.48626285009536
  --- Workload:  422949000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 57 in the X datas point
 --------------
  --- Configuration:  0101-2220
  --- Distance from that configuration:  [0.76130039]
@@ -7412,7 +7677,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.9191931692468
  --- Workload:  449351000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -7420,7 +7685,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  1001-2220
  --- Distance from that configuration:  [0.76130039]
@@ -7428,14 +7693,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 93 in the X datas point
---------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-3330'
 --- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
 --------------
@@ -7461,15 +7718,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 93 in the X datas point
---------------
- --- Configuration:  0101-0330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -7477,7 +7726,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.83375292]
@@ -7485,23 +7734,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 133 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 133 in the X datas point
 --------------
  --- Configuration:  0200-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8906781623.528154
  --- Energy:  47.48626285009536
  --- Workload:  422949000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 57 in the X datas point
 --------------
  --- Configuration:  0101-2220
  --- Distance from that configuration:  [0.76130039]
@@ -7509,7 +7758,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.9191931692468
  --- Workload:  449351000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  1001-2220
  --- Distance from that configuration:  [0.76130039]
@@ -7517,17 +7766,25 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 194 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 67 in the X datas point
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
 --------------
- --- Configuration:  0000-2200
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 9 in the X datas point
+--------------
+ --- Configuration:  0010-3300
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.51731520413714 mAh)  it is NOT far from the median.
----  Median :42.51731520413714,   the gap is :  10
+--- The energy of the current configuration (42.64544340651106 mAh)  it is NOT far from the median.
+---  Median :42.64544340651106,   the gap is :  10
 --- So No we don't romove this configuration '0000-3330'
  --- remove_aberrant_points: The value [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
@@ -7537,57 +7794,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-3000'
 --- Neighbour  0 in the list of neghbours, And at position 27 in the X datas point
@@ -7771,57 +8028,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-3000'
 --- Neighbour  0 in the list of neghbours, And at position 28 in the X datas point
@@ -8005,57 +8262,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3000'
 --- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
@@ -8239,57 +8496,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3300'
 --- Neighbour  0 in the list of neghbours, And at position 30 in the X datas point
@@ -8473,57 +8730,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3330'
 --- Neighbour  0 in the list of neghbours, And at position 31 in the X datas point
@@ -8707,57 +8964,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 16 in the X datas point
@@ -8941,57 +9198,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
@@ -9050,7 +9307,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
@@ -9058,7 +9323,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
 --------------
  --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.83375292]
@@ -9066,14 +9331,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 38 in the X datas point
---------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -9131,13 +9388,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 175 in the X datas point
 --------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
 --------------
 --- Neighbour  8 in the list of neghbours, And at position 46 in the X datas point
 --------------
@@ -9175,57 +9432,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
@@ -9409,57 +9666,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0000'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
@@ -9510,7 +9767,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -9518,7 +9791,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -9526,24 +9799,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
 --------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [1.]
@@ -9551,15 +9816,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2075033200.5312083
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9567,7 +9832,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9575,7 +9840,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -9583,18 +9848,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
@@ -9602,12 +9859,20 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5377240292.736961
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -9615,25 +9880,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 40 in the X datas point
---------------
- --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 35 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- Configuration:  3000-0000
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
----  Median :29.623247258891045,   the gap is :  10
+--- The energy of the current configuration (29.239529117166907 mAh)  it is NOT far from the median.
+---  Median :29.239529117166907,   the gap is :  10
 --- So No we don't romove this configuration '3000-0000'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
@@ -9643,57 +9900,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0000'
 --- Neighbour  0 in the list of neghbours, And at position 36 in the X datas point
@@ -9877,57 +10134,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2200-0000'
 --- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
@@ -10111,57 +10368,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1110-0000'
 --- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
@@ -10345,57 +10602,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0000'
 --- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
@@ -10579,57 +10836,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-1000'
 --- Neighbour  0 in the list of neghbours, And at position 40 in the X datas point
@@ -10813,57 +11070,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-2000'
 --- Neighbour  0 in the list of neghbours, And at position 41 in the X datas point
@@ -10914,7 +11171,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -10922,7 +11187,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.83375292]
@@ -10930,7 +11195,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
@@ -10938,14 +11203,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3300-2000'
 --- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
 --------------
@@ -10963,7 +11220,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -10971,14 +11236,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
 --- Neighbour  4 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
@@ -10998,7 +11255,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5035525633.343237
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
@@ -11047,57 +11304,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1000'
 --- Neighbour  0 in the list of neghbours, And at position 42 in the X datas point
@@ -11281,57 +11538,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2200-2000'
 --- Neighbour  0 in the list of neghbours, And at position 43 in the X datas point
@@ -11342,7 +11599,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11350,7 +11615,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11358,7 +11623,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 164 in the X datas point
 --------------
  --- Configuration:  2200-1000
  --- Distance from that configuration:  [0.91310072]
@@ -11366,7 +11631,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.164198939696966
  --- Workload:  176632000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -11374,7 +11639,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 37 in the X datas point
 --------------
  --- Configuration:  2200-0000
  --- Distance from that configuration:  [0.83375292]
@@ -11382,7 +11647,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11390,7 +11655,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11398,7 +11663,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11406,14 +11671,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
---------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2200-2000'
 --- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
 --------------
@@ -11423,7 +11680,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.07061597004587
  --- Workload:  60106800000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 164 in the X datas point
 --------------
  --- Configuration:  2200-1000
  --- Distance from that configuration:  [0.91310072]
@@ -11431,7 +11696,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.164198939696966
  --- Workload:  176632000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -11439,7 +11704,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.91310072]
@@ -11447,7 +11712,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 27 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
 --------------
  --- Configuration:  3300-3000
  --- Distance from that configuration:  [0.83375292]
@@ -11455,7 +11720,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.711179058531826
  --- Workload:  186205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -11463,7 +11728,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11471,7 +11736,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11479,7 +11744,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -11487,25 +11752,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
 --------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 27 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  3300-3000
- --- Energy efficiency:  5072151352.996373
- --- Energy:  36.711179058531826
- --- Workload:  186205000000.0
+ --- Configuration:  1100-1000
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.711179058531826 mAh)  it is NOT far from the median.
----  Median :36.711179058531826,   the gap is :  10
+--- The energy of the current configuration (36.68430426428569 mAh)  it is NOT far from the median.
+---  Median :36.68430426428569,   the gap is :  10
 --- So No we don't romove this configuration '2200-2000'
  --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
@@ -11515,57 +11772,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1000'
 --- Neighbour  0 in the list of neghbours, And at position 44 in the X datas point
@@ -11749,57 +12006,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 45 in the X datas point
@@ -11983,57 +12240,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1000'
 --- Neighbour  0 in the list of neghbours, And at position 46 in the X datas point
@@ -12217,57 +12474,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2000'
 --- Neighbour  0 in the list of neghbours, And at position 47 in the X datas point
@@ -12451,57 +12708,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0000'
 --- Neighbour  0 in the list of neghbours, And at position 48 in the X datas point
@@ -12520,7 +12777,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.83375292]
@@ -12528,7 +12801,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 100 in the X datas point
 --------------
  --- Configuration:  0110-0010
  --- Distance from that configuration:  [0.83375292]
@@ -12536,7 +12809,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.648662348871625
  --- Workload:  185167000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 111 in the X datas point
 --------------
  --- Configuration:  0110-0100
  --- Distance from that configuration:  [0.83375292]
@@ -12544,7 +12817,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.42009012551951
  --- Workload:  182855000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 123 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 123 in the X datas point
 --------------
  --- Configuration:  0111-2000
  --- Distance from that configuration:  [0.83375292]
@@ -12552,7 +12825,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.38840673928198
  --- Workload:  249811000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.76130039]
@@ -12560,103 +12841,79 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 17 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 32 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0000'
---- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
 --------------
  --- Configuration:  0011-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  0011-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 17 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2905397356.669485
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 111 in the X datas point
 --------------
  --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5162462701.2069845
  --- Energy:  35.42009012551951
  --- Workload:  182855000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 100 in the X datas point
 --------------
  --- Configuration:  0110-0010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5194211570.625695
  --- Energy:  35.648662348871625
  --- Workload:  185167000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 123 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 123 in the X datas point
 --------------
  --- Configuration:  0111-2000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6681499595.769274
  --- Energy:  37.38840673928198
  --- Workload:  249811000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3139835723.7949314
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
+--- Neighbour  8 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
 --- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
@@ -12666,16 +12923,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  335276000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 38 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 100 in the X datas point
 --------------
- --- Configuration:  1110-0000
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Configuration:  0110-0010
+ --- Energy efficiency:  5194211570.625695
+ --- Energy:  35.648662348871625
+ --- Workload:  185167000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.668041259477853 mAh)  it is NOT far from the median.
----  Median :30.668041259477853,   the gap is :  10
+--- The energy of the current configuration (35.648662348871625 mAh)  it is NOT far from the median.
+---  Median :35.648662348871625,   the gap is :  10
 --- So No we don't romove this configuration '0111-0000'
  --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1]
@@ -12685,57 +12942,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0202'
 --- Neighbour  0 in the list of neghbours, And at position 49 in the X datas point
@@ -12762,7 +13019,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.80063109114849
  --- Workload:  499771000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 8 in the X datas point
 --------------
  --- Configuration:  0020-0202
  --- Distance from that configuration:  [0.76130039]
@@ -12770,7 +13035,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.44909360627778
  --- Workload:  537560000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -12778,7 +13043,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -12786,7 +13051,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -12794,7 +13059,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -12802,7 +13067,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -12810,14 +13075,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 60 in the X datas point
---------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0202'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
@@ -12835,7 +13092,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -12843,7 +13108,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -12851,7 +13116,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -12859,14 +13124,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 60 in the X datas point
---------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
@@ -12900,16 +13157,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  537560000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 61 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
 --------------
- --- Configuration:  3000-2200
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Configuration:  3000-3300
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (64.35822134376 mAh)  is far from the median.
----  Median :42.79271109577192,   the gap is :  10
+---  Median :42.19510352720739,   the gap is :  10
 --- So yes we remove this configuration '3000-0202'
 --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 1, 0, 0, 1]
@@ -12919,57 +13176,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-2002'
 --- Neighbour  0 in the list of neghbours, And at position 50 in the X datas point
@@ -13153,57 +13410,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3300-0000'
 --- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
@@ -13262,7 +13519,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
@@ -13270,7 +13535,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
@@ -13278,22 +13543,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 34 in the X datas point
---------------
- --- Configuration:  2000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3300-0000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  0300-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
 --------------
@@ -13346,7 +13603,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5058399218.983161
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
@@ -13387,57 +13644,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1101-0202'
 --- Neighbour  0 in the list of neghbours, And at position 52 in the X datas point
@@ -13480,7 +13737,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.5763010995366
  --- Workload:  418853000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -13488,7 +13753,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 75 in the X datas point
 --------------
  --- Configuration:  0001-0200
  --- Distance from that configuration:  [0.76130039]
@@ -13496,7 +13761,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.59285860316189
  --- Workload:  160475000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 94 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 94 in the X datas point
 --------------
  --- Configuration:  0100-0200
  --- Distance from that configuration:  [0.76130039]
@@ -13504,7 +13769,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.39655176899871
  --- Workload:  144886000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 95 in the X datas point
 --------------
  --- Configuration:  1101-2000
  --- Distance from that configuration:  [0.76130039]
@@ -13512,14 +13777,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.70897651674008
  --- Workload:  249187000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1101-0202'
 --- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
 --------------
@@ -13564,7 +13821,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8950387999.31977
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
@@ -13585,7 +13842,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.5763010995366
  --- Workload:  418853000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  1101-0202
  --- Distance from that configuration:  [0.76130039]
@@ -13593,14 +13858,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.015157087009
  --- Workload:  644582000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 118 in the X datas point
---------------
- --- Configuration:  1001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9165566798.65083
- --- Energy:  65.10994999301121
- --- Workload:  596772000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 86 in the X datas point
 --------------
@@ -13621,57 +13878,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0000'
 --- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
@@ -13682,7 +13939,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.91310072]
@@ -13690,7 +13955,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.83375292]
@@ -13698,7 +13963,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -13706,7 +13971,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -13714,7 +13979,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -13722,7 +13987,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.957415812958512
  --- Workload:  0.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 91 in the X datas point
 --------------
  --- Configuration:  1011-0100
  --- Distance from that configuration:  [0.83375292]
@@ -13730,43 +13995,35 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 190 in the X datas point
 --------------
- --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
---------------
- --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 195 in the X datas point
 --------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000'
---- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  0011-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0011-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  2745412415.8531094
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
@@ -13774,7 +14031,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  29.957415812958512
  --- Workload:  0.0
@@ -13795,7 +14052,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 91 in the X datas point
 --------------
  --- Configuration:  1011-0100
  --- Distance from that configuration:  [0.83375292]
@@ -13803,38 +14068,30 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
 --------------
- --- Configuration:  0020-0010
+ --- Configuration:  1011-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  3998672440.749671
- --- Energy:  36.82601141845538
- --- Workload:  147255000000.0
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3139835723.7949314
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 10 in the X datas point
---------------
- --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
 --------------
@@ -13855,57 +14112,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-0002'
 --- Neighbour  0 in the list of neghbours, And at position 54 in the X datas point
@@ -13948,7 +14205,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.015157087009
  --- Workload:  644582000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 33 in the X datas point
 --------------
  --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -13956,7 +14221,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -13964,7 +14229,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 58 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
 --------------
  --- Configuration:  0001-0020
  --- Distance from that configuration:  [0.76130039]
@@ -13972,7 +14237,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.4792605525655
  --- Workload:  160862000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 71 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.76130039]
@@ -13980,14 +14245,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.588916806469584
  --- Workload:  118205000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1001-0002'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
@@ -14021,30 +14278,30 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8950387999.31977
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  1001-0002
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7043096708.760907
  --- Energy:  47.6050128004243
  --- Workload:  335286000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  1101-0202
@@ -14070,16 +14327,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  548023000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 74 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 55 in the X datas point
 --------------
- --- Configuration:  2002-2000
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Configuration:  2002-0101
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.829225389075674 mAh)  it is NOT far from the median.
----  Median :41.829225389075674,   the gap is :  10
+--- The energy of the current configuration (47.4541739001796 mAh)  it is NOT far from the median.
+---  Median :47.4541739001796,   the gap is :  10
 --- So No we don't romove this configuration '1001-0002'
  --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]
@@ -14089,57 +14346,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0101'
 --- Neighbour  0 in the list of neghbours, And at position 55 in the X datas point
@@ -14174,7 +14431,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.46193459835338
  --- Workload:  636090000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -14182,7 +14447,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -14190,7 +14455,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
  --- Distance from that configuration:  [0.76130039]
@@ -14198,7 +14463,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  1101-0202
  --- Distance from that configuration:  [0.76130039]
@@ -14206,7 +14471,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.015157087009
  --- Workload:  644582000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 54 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 54 in the X datas point
 --------------
  --- Configuration:  1001-0002
  --- Distance from that configuration:  [0.76130039]
@@ -14214,14 +14479,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.6050128004243
  --- Workload:  335286000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 85 in the X datas point
---------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0101'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -14258,12 +14515,20 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8795770993.306417
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -14271,7 +14536,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
  --- Distance from that configuration:  [0.76130039]
@@ -14279,7 +14544,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 52 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
 --------------
  --- Configuration:  1101-0202
  --- Distance from that configuration:  [0.76130039]
@@ -14287,14 +14552,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.015157087009
  --- Workload:  644582000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 85 in the X datas point
---------------
- --- Configuration:  3003-0002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7595205906.032112
- --- Energy:  65.80063109114849
- --- Workload:  499771000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 83 in the X datas point
 --------------
  --- Configuration:  3003-1101
@@ -14323,57 +14580,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0000'
 --- Neighbour  0 in the list of neghbours, And at position 56 in the X datas point
@@ -14408,7 +14665,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.83375292]
@@ -14416,7 +14681,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.83375292]
@@ -14424,7 +14689,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -14432,7 +14697,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.83375292]
@@ -14440,7 +14705,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -14448,24 +14713,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 126 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0000'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0000'
---- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2075033200.5312083
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.91310072]
@@ -14473,7 +14738,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.91310072]
@@ -14481,18 +14746,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 126 in the X datas point
---------------
- --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
---------------
 --- Neighbour  4 in the list of neghbours, And at position 161 in the X datas point
 --------------
  --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7192278369.94203
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
@@ -14557,57 +14814,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2220'
 --- Neighbour  0 in the list of neghbours, And at position 57 in the X datas point
@@ -14791,57 +15048,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0020'
 --- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
@@ -15025,57 +15282,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 59 in the X datas point
@@ -15126,7 +15383,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.83375292]
@@ -15134,7 +15399,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -15142,7 +15407,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -15150,14 +15415,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -15175,7 +15432,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.91310072]
@@ -15183,7 +15448,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.91310072]
@@ -15191,14 +15456,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
@@ -15210,7 +15467,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4059018123.5159216
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
@@ -15240,16 +15497,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  278672000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 44 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 59 in the X datas point
 --------------
- --- Configuration:  3000-1000
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
+ --- Configuration:  2000-2000
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
----  Median :36.46450751429702,   the gap is :  10
+--- The energy of the current configuration (36.241340818491324 mAh)  it is NOT far from the median.
+---  Median :36.241340818491324,   the gap is :  10
 --- So No we don't romove this configuration '2000-2000'
  --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
@@ -15259,57 +15516,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-1100'
 --- Neighbour  0 in the list of neghbours, And at position 60 in the X datas point
@@ -15493,57 +15750,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 61 in the X datas point
@@ -15727,57 +15984,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1000-1100'
 --- Neighbour  0 in the list of neghbours, And at position 62 in the X datas point
@@ -15796,7 +16053,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
@@ -15804,7 +16077,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 33 in the X datas point
 --------------
  --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -15812,7 +16085,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
@@ -15820,7 +16093,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -15828,7 +16101,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -15836,7 +16109,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -15844,22 +16117,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
---------------
- --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 16 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1000-1100'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
@@ -15869,18 +16126,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 175 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  1000-0100
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0000-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3145168392.3157244
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
@@ -15888,7 +16145,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5947637003.818383
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
@@ -15901,7 +16158,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -15909,7 +16174,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -15917,7 +16182,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -15925,22 +16190,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6501654671.113798
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
---------------
- --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7650055845.407672
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 46 in the X datas point
 --------------
@@ -15961,57 +16218,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 63 in the X datas point
@@ -16038,7 +16295,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -16046,7 +16311,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
@@ -16054,7 +16319,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -16062,7 +16327,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 60 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 60 in the X datas point
 --------------
  --- Configuration:  3000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -16070,7 +16335,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.3608751201712
  --- Workload:  279393000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -16078,7 +16343,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -16086,14 +16351,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 59 in the X datas point
 --------------
@@ -16119,7 +16376,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 30 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -16127,7 +16392,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.19510352720739
  --- Workload:  278957000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 64 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 64 in the X datas point
 --------------
  --- Configuration:  3000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -16135,14 +16400,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 67 in the X datas point
---------------
- --- Configuration:  0000-2200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5724131219.984087
- --- Energy:  42.51731520413714
- --- Workload:  243375000000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
@@ -16176,16 +16433,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  279393000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 64 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 30 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Energy efficiency:  6473246073.976255
- --- Energy:  42.474892742303716
- --- Workload:  274951000000.0
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  42.19510352720739
+ --- Workload:  278957000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.474892742303716 mAh)  it is NOT far from the median.
----  Median :42.474892742303716,   the gap is :  10
+--- The energy of the current configuration (42.19510352720739 mAh)  it is NOT far from the median.
+---  Median :42.19510352720739,   the gap is :  10
 --- So No we don't romove this configuration '2000-2200'
  --- remove_aberrant_points: The value [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
@@ -16195,57 +16452,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-3300'
 --- Neighbour  0 in the list of neghbours, And at position 30 in the X datas point
@@ -16429,57 +16686,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1000'
 --- Neighbour  0 in the list of neghbours, And at position 65 in the X datas point
@@ -16663,57 +16920,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
@@ -16897,57 +17154,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 67 in the X datas point
@@ -16974,7 +17231,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.83375292]
@@ -16982,7 +17247,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 24 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 24 in the X datas point
 --------------
  --- Configuration:  0000-3000
  --- Distance from that configuration:  [0.83375292]
@@ -16990,7 +17255,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.83375292]
@@ -16998,7 +17263,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 62 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 62 in the X datas point
 --------------
  --- Configuration:  1000-1100
  --- Distance from that configuration:  [0.83375292]
@@ -17006,7 +17271,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.80059101405426
  --- Workload:  276003000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 63 in the X datas point
 --------------
  --- Configuration:  2000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -17014,7 +17279,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.61363347008094
  --- Workload:  278672000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -17022,14 +17287,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 75 in the X datas point
---------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0000-2200'
 --- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
 --------------
@@ -17055,13 +17312,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 75 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 180 in the X datas point
 --------------
- --- Configuration:  0001-0200
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4385426351.149858
- --- Energy:  36.59285860316189
- --- Workload:  160475000000.0
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
 --------------
 --- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
 --------------
@@ -17131,57 +17388,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2220'
 --- Neighbour  0 in the list of neghbours, And at position 68 in the X datas point
@@ -17232,7 +17489,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.84258552984255
  --- Workload:  377523000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
@@ -17240,7 +17513,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -17248,39 +17521,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 62 in the X datas point
---------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1001-2220'
---- Neighbour  0 in the list of neghbours, And at position 58 in the X datas point
---------------
- --- Configuration:  0001-0020
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  4533975344.242078
- --- Energy:  35.4792605525655
- --- Workload:  160862000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  5236095548.271565
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
 --------------
+--- Neighbour  1 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
 --- Neighbour  2 in the list of neghbours, And at position 150 in the X datas point
 --------------
  --- Configuration:  0001-0220
@@ -17289,15 +17546,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.84258552984255
  --- Workload:  377523000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 62 in the X datas point
---------------
- --- Configuration:  1000-1100
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6448575832.027497
- --- Energy:  42.80059101405426
- --- Workload:  276003000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.83375292]
@@ -17305,7 +17554,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
  --- Distance from that configuration:  [0.83375292]
@@ -17313,22 +17562,30 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7665772326.561901
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 57 in the X datas point
 --------------
  --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9185604320.908272
  --- Energy:  48.9191931692468
  --- Workload:  449351000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
@@ -17346,16 +17603,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  465069000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 7 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 107 in the X datas point
 --------------
- --- Configuration:  1000-1010
- --- Energy efficiency:  6501654671.113798
- --- Energy:  42.85376093977719
- --- Workload:  278621000000.0
+ --- Configuration:  1011-2200
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.85376093977719 mAh)  it is NOT far from the median.
----  Median :42.85376093977719,   the gap is :  10
+--- The energy of the current configuration (43.085080854083536 mAh)  it is NOT far from the median.
+---  Median :43.085080854083536,   the gap is :  10
 --- So No we don't romove this configuration '1001-2220'
  --- remove_aberrant_points: The value [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]
@@ -17365,57 +17622,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-1100'
 --- Neighbour  0 in the list of neghbours, And at position 69 in the X datas point
@@ -17599,57 +17856,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0100'
 --- Neighbour  0 in the list of neghbours, And at position 70 in the X datas point
@@ -17692,7 +17949,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.1753628489377
  --- Workload:  304417000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 188 in the X datas point
+--------------
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -17700,7 +17981,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -17708,30 +17989,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 33 in the X datas point
---------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 35 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2002-0100'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -17749,63 +18006,55 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
---------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 33 in the X datas point
---------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 175 in the X datas point
 --------------
- --- Configuration:  2200-0000
+ --- Configuration:  1000-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 91 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 91 in the X datas point
 --------------
  --- Configuration:  1011-0100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6807769026.0124855
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 143 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 143 in the X datas point
 --------------
  --- Configuration:  2002-0010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7393168712.11001
  --- Energy:  41.1753628489377
  --- Workload:  304417000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 70 in the X datas point
 --------------
  --- Configuration:  2002-0100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7245431755.278297
  --- Energy:  42.016301664202444
  --- Workload:  304426000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8950387999.31977
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -17813,19 +18062,27 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 188 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 37 in the X datas point
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
 --------------
- --- Configuration:  2200-0000
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.016301664202444 mAh)  is far from the median.
----  Median :30.07061597004587,   the gap is :  10
---- So yes we remove this configuration '2002-0100'
---- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] is  an abberant point. we don't add it
+--- The energy of the current configuration (36.90475887640218 mAh)  it is NOT far from the median.
+---  Median :36.90475887640218,   the gap is :  10
+--- So No we don't romove this configuration '2002-0100'
+ --- remove_aberrant_points: The value [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1]
 --- Computing the list of the 10 first neighbours of '0000-0001'
 *** START computing ci exp matrix 
@@ -17833,57 +18090,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0000-0001'
 --- Neighbour  0 in the list of neghbours, And at position 71 in the X datas point
@@ -18067,57 +18324,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0200'
 --- Neighbour  0 in the list of neghbours, And at position 72 in the X datas point
@@ -18301,57 +18558,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2220'
 --- Neighbour  0 in the list of neghbours, And at position 73 in the X datas point
@@ -18535,57 +18792,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-2000'
 --- Neighbour  0 in the list of neghbours, And at position 74 in the X datas point
@@ -18769,57 +19026,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0200'
 --- Neighbour  0 in the list of neghbours, And at position 75 in the X datas point
@@ -19003,57 +19260,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0220-0020'
 --- Neighbour  0 in the list of neghbours, And at position 76 in the X datas point
@@ -19104,7 +19361,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  83.48428558869355
  --- Workload:  840691000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -19112,7 +19377,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -19120,7 +19385,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
@@ -19128,14 +19393,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 87 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0220-0020'
 --- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
 --------------
@@ -19145,22 +19402,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 87 in the X datas point
---------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2991522026.5766816
- --- Energy:  30.63396781022152
- --- Workload:  91642100000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 145 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 145 in the X datas point
 --------------
  --- Configuration:  0200-0010
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3751444306.0578322
  --- Energy:  34.495214714826176
  --- Workload:  129407000000.0
 --------------
+--- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
 --- Neighbour  3 in the list of neghbours, And at position 100 in the X datas point
 --------------
  --- Configuration:  0110-0010
@@ -19188,7 +19445,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3998672440.749671
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
@@ -19237,57 +19494,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1000'
 --- Neighbour  0 in the list of neghbours, And at position 77 in the X datas point
@@ -19314,7 +19571,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -19322,7 +19587,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 14 in the X datas point
 --------------
  --- Configuration:  3303-1010
  --- Distance from that configuration:  [0.83375292]
@@ -19330,7 +19595,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
@@ -19338,7 +19603,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.83375292]
@@ -19346,7 +19611,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 82 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.83375292]
@@ -19354,7 +19619,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 161 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 161 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -19362,14 +19627,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 11 in the X datas point
---------------
- --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1000'
 --- Neighbour  0 in the list of neghbours, And at position 40 in the X datas point
 --------------
@@ -19398,7 +19655,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 161 in the X datas point
 --------------
  --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7192278369.94203
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
@@ -19427,13 +19684,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 201 in the X datas point
 --------------
- --- Configuration:  3303-0001
+ --- Configuration:  0303-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8321129010.784183
- --- Energy:  59.94594005320708
- --- Workload:  498819000000.0
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
 --------------
 --- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
 --------------
@@ -19446,7 +19703,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 14 in the X datas point
 --------------
  --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9340120487.55429
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
@@ -19471,57 +19728,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0020'
 --- Neighbour  0 in the list of neghbours, And at position 78 in the X datas point
@@ -19705,57 +19962,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2000'
 --- Neighbour  0 in the list of neghbours, And at position 79 in the X datas point
@@ -19774,7 +20031,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.83375292]
@@ -19782,7 +20047,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.83375292]
@@ -19790,7 +20055,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -19798,7 +20063,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 92 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 92 in the X datas point
 --------------
  --- Configuration:  0033-2200
  --- Distance from that configuration:  [0.83375292]
@@ -19806,7 +20071,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.96771726749321
  --- Workload:  499893000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 104 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 104 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -19814,7 +20079,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 138 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 138 in the X datas point
 --------------
  --- Configuration:  3030-2002
  --- Distance from that configuration:  [0.83375292]
@@ -19822,21 +20087,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.30338482528335
  --- Workload:  576204000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 200 in the X datas point
 --------------
- --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0030-2000'
 --- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
@@ -19855,7 +20112,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.88131927324178
  --- Workload:  130533000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.83375292]
@@ -19863,7 +20128,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 79 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
@@ -19871,14 +20136,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 29 in the X datas point
---------------
- --- Configuration:  3000-3000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
@@ -19887,13 +20144,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 176 in the X datas point
 --------------
- --- Configuration:  3330-3000
+ --- Configuration:  0030-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5822958761.806049
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
 --------------
 --- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
 --------------
@@ -19906,7 +20163,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  8 in the list of neghbours, And at position 92 in the X datas point
 --------------
  --- Configuration:  0033-2200
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8336042547.16116
  --- Energy:  59.96771726749321
  --- Workload:  499893000000.0
@@ -19914,22 +20171,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 138 in the X datas point
 --------------
  --- Configuration:  3030-2002
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8823477508.95583
  --- Energy:  65.30338482528335
  --- Workload:  576204000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 29 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 79 in the X datas point
 --------------
- --- Configuration:  3000-3000
- --- Energy efficiency:  4149980287.5936337
- --- Energy:  36.1860248822606
- --- Workload:  150171000000.0
+ --- Configuration:  0030-2000
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.1860248822606 mAh)  it is NOT far from the median.
----  Median :36.1860248822606,   the gap is :  10
+--- The energy of the current configuration (35.93660318178646 mAh)  it is NOT far from the median.
+---  Median :35.93660318178646,   the gap is :  10
 --- So No we don't romove this configuration '0030-2000'
  --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]
@@ -19939,57 +20196,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-1001'
 --- Neighbour  0 in the list of neghbours, And at position 80 in the X datas point
@@ -20173,57 +20430,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-2020'
 --- Neighbour  0 in the list of neghbours, And at position 81 in the X datas point
@@ -20407,57 +20664,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0202-1001'
 --- Neighbour  0 in the list of neghbours, And at position 82 in the X datas point
@@ -20468,7 +20725,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 177 in the X datas point
+--------------
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
@@ -20476,7 +20749,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.83375292]
@@ -20484,7 +20757,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
@@ -20492,7 +20765,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 84 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 84 in the X datas point
 --------------
  --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.83375292]
@@ -20500,7 +20773,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.18443043197562
  --- Workload:  314499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -20508,7 +20789,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -20516,55 +20797,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 69 in the X datas point
---------------
- --- Configuration:  0200-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0202-1001'
---- Neighbour  0 in the list of neghbours, And at position 69 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 177 in the X datas point
 --------------
- --- Configuration:  0200-1100
+ --- Configuration:  0202-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  6540008502.011052
- --- Energy:  42.722378810206706
- --- Workload:  279405000000.0
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 84 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 84 in the X datas point
 --------------
  --- Configuration:  0220-1001
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7282684688.88371
  --- Energy:  43.18443043197562
  --- Workload:  314499000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
---------------
- --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5363512027.675722
- --- Energy:  45.0383665719169
- --- Workload:  241564000000.0
---------------
 --- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
@@ -20584,7 +20841,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6928278461.367919
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
@@ -20592,12 +20849,20 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806147312.252427
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -20605,7 +20870,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -20613,14 +20878,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 82 in the X datas point
 --------------
@@ -20641,57 +20898,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-1101'
 --- Neighbour  0 in the list of neghbours, And at position 83 in the X datas point
@@ -20742,7 +20999,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  79.26313007840331
  --- Workload:  867738000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.76130039]
@@ -20750,7 +21015,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -20758,7 +21023,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -20766,14 +21031,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3003-1101'
 --- Neighbour  0 in the list of neghbours, And at position 44 in the X datas point
 --------------
@@ -20799,7 +21056,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 80 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 80 in the X datas point
 --------------
  --- Configuration:  2002-1001
  --- Distance from that configuration:  [0.83375292]
@@ -20807,7 +21072,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.71596839606954
  --- Workload:  428493000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.83375292]
@@ -20815,7 +21080,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
@@ -20823,7 +21088,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -20831,14 +21096,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
 --- Neighbour  8 in the list of neghbours, And at position 83 in the X datas point
 --------------
  --- Configuration:  3003-1101
@@ -20856,16 +21113,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  867738000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 4 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 80 in the X datas point
 --------------
- --- Configuration:  3000-1110
- --- Energy efficiency:  8096707069.234942
- --- Energy:  49.41467631934382
- --- Workload:  400095000000.0
+ --- Configuration:  2002-1001
+ --- Energy efficiency:  8795770993.306417
+ --- Energy:  48.71596839606954
+ --- Workload:  428493000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (67.46193459835338 mAh)  is far from the median.
----  Median :49.41467631934382,   the gap is :  10
+---  Median :48.71596839606954,   the gap is :  10
 --- So yes we remove this configuration '3003-1101'
 --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 0.0, 1, 1, 0, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]
@@ -20875,57 +21132,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0220-1001'
 --- Neighbour  0 in the list of neghbours, And at position 84 in the X datas point
@@ -20960,7 +21217,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  83.48428558869355
  --- Workload:  840691000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
@@ -20968,7 +21241,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 69 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 69 in the X datas point
 --------------
  --- Configuration:  0200-1100
  --- Distance from that configuration:  [0.76130039]
@@ -20976,7 +21249,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.722378810206706
  --- Workload:  279405000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 87 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 87 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
@@ -20984,7 +21257,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.76130039]
@@ -20992,22 +21265,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 121 in the X datas point
---------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 125 in the X datas point
---------------
- --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0220-1001'
 --- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
 --------------
@@ -21025,7 +21282,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.63396781022152
  --- Workload:  91642100000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.83375292]
@@ -21033,7 +21298,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 105 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 105 in the X datas point
 --------------
  --- Configuration:  0110-1001
  --- Distance from that configuration:  [0.83375292]
@@ -21041,23 +21306,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.820066635010036
  --- Workload:  313127000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
---------------
- --- Configuration:  0020-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 69 in the X datas point
 --------------
  --- Configuration:  0200-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6540008502.011052
  --- Energy:  42.722378810206706
  --- Workload:  279405000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 84 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 84 in the X datas point
 --------------
  --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.76130039]
@@ -21065,7 +21330,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.18443043197562
  --- Workload:  314499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 82 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.76130039]
@@ -21073,14 +21338,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 125 in the X datas point
---------------
- --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 153 in the X datas point
 --------------
  --- Configuration:  0220-2022
@@ -21090,16 +21347,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  840691000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 105 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0110-1001
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.85807704041302 mAh)  it is NOT far from the median.
----  Median :41.85807704041302,   the gap is :  10
+--- The energy of the current configuration (41.820066635010036 mAh)  it is NOT far from the median.
+---  Median :41.820066635010036,   the gap is :  10
 --- So No we don't romove this configuration '0220-1001'
  --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]
@@ -21109,57 +21366,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0002'
 --- Neighbour  0 in the list of neghbours, And at position 85 in the X datas point
@@ -21194,7 +21451,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
@@ -21202,7 +21467,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -21210,7 +21475,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -21218,7 +21483,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -21226,7 +21491,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -21234,14 +21499,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0002'
 --- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
 --------------
@@ -21259,7 +21516,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -21267,18 +21532,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 74 in the X datas point
---------------
- --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7263008047.412917
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
---------------
 --- Neighbour  4 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5256269415.345153
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
@@ -21343,57 +21600,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1111-0101'
 --- Neighbour  0 in the list of neghbours, And at position 86 in the X datas point
@@ -21428,7 +21685,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -21436,7 +21709,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.76130039]
@@ -21444,7 +21717,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.76130039]
@@ -21452,7 +21725,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -21460,22 +21733,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1111-0101'
 --- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
 --------------
@@ -21485,13 +21742,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 190 in the X datas point
 --------------
- --- Configuration:  0110-0100
+ --- Configuration:  0111-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 91 in the X datas point
 --------------
@@ -21501,7 +21758,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.83375292]
@@ -21509,18 +21774,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
 --------------
  --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9080672696.233337
  --- Energy:  45.44863666563364
  --- Workload:  412706000000.0
@@ -21558,16 +21815,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  644582000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 99 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0010-0101
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Configuration:  0111-0000
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.37346586900227 mAh)  it is NOT far from the median.
----  Median :41.37346586900227,   the gap is :  10
+--- The energy of the current configuration (40.0701934667281 mAh)  it is NOT far from the median.
+---  Median :40.0701934667281,   the gap is :  10
 --- So No we don't romove this configuration '1111-0101'
  --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
@@ -21577,57 +21834,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0000'
 --- Neighbour  0 in the list of neghbours, And at position 39 in the X datas point
@@ -21811,57 +22068,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0022'
 --- Neighbour  0 in the list of neghbours, And at position 88 in the X datas point
@@ -22045,57 +22302,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2200'
 --- Neighbour  0 in the list of neghbours, And at position 89 in the X datas point
@@ -22279,57 +22536,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2222-2200'
 --- Neighbour  0 in the list of neghbours, And at position 90 in the X datas point
@@ -22388,7 +22645,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  57.359112207692405
  --- Workload:  654747000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 22 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 22 in the X datas point
 --------------
  --- Configuration:  3333-3000
  --- Distance from that configuration:  [0.76130039]
@@ -22396,7 +22661,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.76130039]
@@ -22404,14 +22669,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
---------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2222-2200'
 --- Neighbour  0 in the list of neghbours, And at position 43 in the X datas point
 --------------
@@ -22421,22 +22678,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 63 in the X datas point
---------------
- --- Configuration:  2000-2200
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6539495281.754154
- --- Energy:  42.61363347008094
- --- Workload:  278672000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  8782098570.274353
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
+--- Neighbour  2 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
 --- Neighbour  3 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
@@ -22472,7 +22729,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 160 in the X datas point
 --------------
  --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  11414873580.275099
  --- Energy:  57.359112207692405
  --- Workload:  654747000000.0
@@ -22513,57 +22770,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0100'
 --- Neighbour  0 in the list of neghbours, And at position 91 in the X datas point
@@ -22574,7 +22831,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.83375292]
@@ -22582,7 +22847,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 53 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0011-0000
  --- Distance from that configuration:  [0.83375292]
@@ -22590,7 +22855,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 70 in the X datas point
 --------------
  --- Configuration:  2002-0100
  --- Distance from that configuration:  [0.83375292]
@@ -22598,7 +22863,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.016301664202444
  --- Workload:  304426000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 86 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
 --------------
  --- Configuration:  1111-0101
  --- Distance from that configuration:  [0.83375292]
@@ -22606,7 +22871,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.44863666563364
  --- Workload:  412706000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
  --- Distance from that configuration:  [0.83375292]
@@ -22614,7 +22879,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 128 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 128 in the X datas point
 --------------
  --- Configuration:  1111-0101
  --- Distance from that configuration:  [0.83375292]
@@ -22622,54 +22887,46 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.5763010995366
  --- Workload:  418853000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
---------------
- --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 175 in the X datas point
 --------------
- --- Configuration:  1000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 191 in the X datas point
 --------------
- --- Configuration:  1110-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100'
---- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
 --------------
- --- Configuration:  1000-0000
+ --- Configuration:  0011-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  997516184.7000968
- --- Energy:  29.543907709942122
- --- Workload:  29470600000.0
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
 --------------
  --- Configuration:  0011-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  2745412415.8531094
  --- Energy:  29.5448803510097
  --- Workload:  81112900000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 175 in the X datas point
 --------------
- --- Configuration:  1110-0000
+ --- Configuration:  1000-0100
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  2905397356.669485
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
 --------------
 --- Neighbour  3 in the list of neghbours, And at position 91 in the X datas point
 --------------
@@ -22679,7 +22936,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 70 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 70 in the X datas point
 --------------
  --- Configuration:  2002-0100
  --- Distance from that configuration:  [0.83375292]
@@ -22687,7 +22952,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.016301664202444
  --- Workload:  304426000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
  --- Distance from that configuration:  [0.83375292]
@@ -22695,7 +22960,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.83375292]
@@ -22703,41 +22968,33 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 86 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 86 in the X datas point
 --------------
  --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9080672696.233337
  --- Energy:  45.44863666563364
  --- Workload:  412706000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 128 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 128 in the X datas point
 --------------
  --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8622547962.923044
  --- Energy:  48.5763010995366
  --- Workload:  418853000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 10 in the X datas point
---------------
- --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8964027358.211496
- --- Energy:  50.74428137607953
- --- Workload:  454872000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 70 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point
 --------------
- --- Configuration:  2002-0100
- --- Energy efficiency:  7245431755.278297
- --- Energy:  42.016301664202444
- --- Workload:  304426000000.0
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.016301664202444 mAh)  it is NOT far from the median.
----  Median :42.016301664202444,   the gap is :  10
+--- The energy of the current configuration (36.90475887640218 mAh)  it is NOT far from the median.
+---  Median :36.90475887640218,   the gap is :  10
 --- So No we don't romove this configuration '1011-0100'
  --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
@@ -22747,57 +23004,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-2200'
 --- Neighbour  0 in the list of neghbours, And at position 92 in the X datas point
@@ -22808,7 +23065,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.96771726749321
  --- Workload:  499893000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.83375292]
@@ -22816,7 +23081,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 79 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 79 in the X datas point
 --------------
  --- Configuration:  0030-2000
  --- Distance from that configuration:  [0.83375292]
@@ -22824,7 +23089,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 120 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 120 in the X datas point
 --------------
  --- Configuration:  2022-2200
  --- Distance from that configuration:  [0.83375292]
@@ -22832,7 +23097,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.18755172966964
  --- Workload:  530930000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 124 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 124 in the X datas point
 --------------
  --- Configuration:  0033-0220
  --- Distance from that configuration:  [0.83375292]
@@ -22840,7 +23105,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.697236073290554
  --- Workload:  500528000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -22848,7 +23113,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -22856,7 +23121,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
  --- Distance from that configuration:  [0.76130039]
@@ -22864,7 +23129,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.84120579706395
  --- Workload:  617498000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.76130039]
@@ -22872,14 +23137,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 114 in the X datas point
---------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0033-2200'
 --- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
 --------------
@@ -22892,12 +23149,20 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 79 in the X datas point
 --------------
  --- Configuration:  0030-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4809102669.532892
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.83375292]
@@ -22905,14 +23170,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 114 in the X datas point
---------------
- --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
---------------
 --- Neighbour  4 in the list of neghbours, And at position 120 in the X datas point
 --------------
  --- Configuration:  2022-2200
@@ -22924,7 +23181,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6957102505.948323
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
@@ -22981,57 +23238,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0101-0330'
 --- Neighbour  0 in the list of neghbours, And at position 93 in the X datas point
@@ -23215,57 +23472,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0100-0200'
 --- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
@@ -23449,57 +23706,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1101-2000'
 --- Neighbour  0 in the list of neghbours, And at position 95 in the X datas point
@@ -23574,22 +23831,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.2428641168314
  --- Workload:  679060000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 167 in the X datas point
 --------------
- --- Configuration:  1100-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1101-2000'
---- Neighbour  0 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 167 in the X datas point
 --------------
- --- Configuration:  1100-0000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 42 in the X datas point
 --------------
@@ -23658,7 +23915,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 155 in the X datas point
 --------------
  --- Configuration:  1111-2002
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10098612955.510561
  --- Energy:  67.2428641168314
  --- Workload:  679060000000.0
@@ -23683,57 +23940,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0011'
 --- Neighbour  0 in the list of neghbours, And at position 96 in the X datas point
@@ -23752,7 +24009,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.541753106093076
  --- Workload:  500822000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -23760,7 +24033,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -23768,7 +24041,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.76130039]
@@ -23776,7 +24049,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.76130039]
@@ -23784,7 +24057,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 103 in the X datas point
 --------------
  --- Configuration:  3303-1011
  --- Distance from that configuration:  [0.76130039]
@@ -23792,7 +24065,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  73.37868558375581
  --- Workload:  750499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
  --- Distance from that configuration:  [0.76130039]
@@ -23800,64 +24073,40 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 132 in the X datas point
---------------
- --- Configuration:  0300-0010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 165 in the X datas point
---------------
- --- Configuration:  3333-1111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0011'
---- Neighbour  0 in the list of neghbours, And at position 132 in the X datas point
---------------
- --- Configuration:  0300-0010
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  5363512027.675722
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5256269415.345153
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8296551953.00833
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 139 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 139 in the X datas point
 --------------
  --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8411277841.329655
  --- Energy:  59.541753106093076
  --- Workload:  500822000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -23865,7 +24114,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -23873,6 +24122,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 96 in the X datas point
 --------------
  --- Configuration:  0333-0011
@@ -23881,7 +24138,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.95120166169613
  --- Workload:  633609000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 103 in the X datas point
 --------------
  --- Configuration:  3303-1011
  --- Distance from that configuration:  [0.76130039]
@@ -23889,25 +24154,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  73.37868558375581
  --- Workload:  750499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 165 in the X datas point
---------------
- --- Configuration:  3333-1111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 139 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0033-0011
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
+ --- Configuration:  3303-0001
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (59.541753106093076 mAh)  it is NOT far from the median.
----  Median :59.541753106093076,   the gap is :  10
+--- The energy of the current configuration (59.94594005320708 mAh)  it is NOT far from the median.
+---  Median :59.94594005320708,   the gap is :  10
 --- So No we don't romove this configuration '0333-0011'
  --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
@@ -23917,57 +24174,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3330'
 --- Neighbour  0 in the list of neghbours, And at position 97 in the X datas point
@@ -23978,7 +24235,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.91310072]
@@ -23986,7 +24251,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 159 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 159 in the X datas point
 --------------
  --- Configuration:  1111-3330
  --- Distance from that configuration:  [0.91310072]
@@ -23994,7 +24259,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.989818506242955
  --- Workload:  548186000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  1001-2220
  --- Distance from that configuration:  [0.83375292]
@@ -24002,7 +24283,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
  --- Distance from that configuration:  [0.83375292]
@@ -24010,7 +24291,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 122 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 122 in the X datas point
 --------------
  --- Configuration:  1110-3330
  --- Distance from that configuration:  [0.83375292]
@@ -24018,7 +24299,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.7061517933472
  --- Workload:  467887000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
  --- Distance from that configuration:  [0.83375292]
@@ -24026,46 +24307,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 9 in the X datas point
---------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 26 in the X datas point
---------------
- --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 89 in the X datas point
---------------
- --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330'
---- Neighbour  0 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 187 in the X datas point
 --------------
- --- Configuration:  0011-2200
+ --- Configuration:  1011-3030
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7849108733.703288
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 185 in the X datas point
 --------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
 --------------
@@ -24078,23 +24335,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 107 in the X datas point
 --------------
  --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  8782098570.274353
  --- Energy:  43.085080854083536
  --- Workload:  378377000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 196 in the X datas point
 --------------
- --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
 --------------
 --- Neighbour  5 in the list of neghbours, And at position 122 in the X datas point
 --------------
  --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  9413093613.215984
  --- Energy:  49.7061517933472
  --- Workload:  467887000000.0
@@ -24110,7 +24367,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 159 in the X datas point
 --------------
  --- Configuration:  1111-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10965958375.4152
  --- Energy:  49.989818506242955
  --- Workload:  548186000000.0
@@ -24118,7 +24375,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10000990098.019703
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
@@ -24126,22 +24383,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
 --------------
  --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9166575000.916658
  --- Energy:  50.735447078258076
  --- Workload:  465069000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 26 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point
 --------------
- --- Configuration:  0000-3330
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.682465076838824 mAh)  it is NOT far from the median.
----  Median :48.682465076838824,   the gap is :  10
+--- The energy of the current configuration (49.51707772839275 mAh)  it is NOT far from the median.
+---  Median :49.51707772839275,   the gap is :  10
 --- So No we don't romove this configuration '1011-3330'
  --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
@@ -24151,57 +24408,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3030'
 --- Neighbour  0 in the list of neghbours, And at position 98 in the X datas point
@@ -24212,7 +24469,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
  --- Distance from that configuration:  [0.91310072]
@@ -24220,7 +24485,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 101 in the X datas point
 --------------
  --- Configuration:  0011-3000
  --- Distance from that configuration:  [0.83375292]
@@ -24228,7 +24501,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.94259902860859
  --- Workload:  244660000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 117 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 117 in the X datas point
 --------------
  --- Configuration:  2020-3030
  --- Distance from that configuration:  [0.83375292]
@@ -24236,7 +24509,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.87227309237855
  --- Workload:  315295000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 159 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 159 in the X datas point
 --------------
  --- Configuration:  1111-3330
  --- Distance from that configuration:  [0.83375292]
@@ -24244,7 +24517,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.989818506242955
  --- Workload:  548186000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -24252,7 +24533,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  1001-2000
  --- Distance from that configuration:  [0.76130039]
@@ -24260,30 +24541,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 68 in the X datas point
---------------
- --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 107 in the X datas point
---------------
- --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
---------------
- --- Configuration:  0011-2022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030'
 --- Neighbour  0 in the list of neghbours, And at position 101 in the X datas point
 --------------
@@ -24296,7 +24553,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  5236095548.271565
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
@@ -24304,7 +24561,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  2 in the list of neghbours, And at position 117 in the X datas point
 --------------
  --- Configuration:  2020-3030
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7529950377.627011
  --- Energy:  41.87227309237855
  --- Workload:  315295000000.0
@@ -24312,12 +24569,28 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.83375292]
@@ -24325,15 +24598,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 107 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
 --------------
- --- Configuration:  1011-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8782098570.274353
- --- Energy:  43.085080854083536
- --- Workload:  378377000000.0
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 159 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 159 in the X datas point
 --------------
  --- Configuration:  1111-3330
  --- Distance from that configuration:  [0.76130039]
@@ -24341,7 +24614,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.989818506242955
  --- Workload:  548186000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
  --- Distance from that configuration:  [0.76130039]
@@ -24349,33 +24622,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 68 in the X datas point
 --------------
- --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
---------------
- --- Configuration:  0011-2022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10199970420.085781
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
---------------
---------------
---- Median at position 4 in the list of neghbours, And at position 98 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 187 in the X datas point
 --------------
  --- Configuration:  1011-3030
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.90551410725298 mAh)  it is NOT far from the median.
----  Median :42.90551410725298,   the gap is :  10
+--- The energy of the current configuration (42.547359911496315 mAh)  it is NOT far from the median.
+---  Median :42.547359911496315,   the gap is :  10
 --- So No we don't romove this configuration '1011-3030'
  --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]
@@ -24385,57 +24642,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0101'
 --- Neighbour  0 in the list of neghbours, And at position 99 in the X datas point
@@ -24486,7 +24743,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.98663362868059
  --- Workload:  278542000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 193 in the X datas point
+--------------
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.76130039]
@@ -24494,7 +24759,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -24502,7 +24767,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -24510,32 +24775,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 32 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0101'
---- Neighbour  0 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [1.]
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
- --- Workload:  0.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 17 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -24543,7 +24792,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 111 in the X datas point
 --------------
  --- Configuration:  0110-0100
  --- Distance from that configuration:  [0.83375292]
@@ -24551,7 +24800,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.42009012551951
  --- Workload:  182855000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 71 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.83375292]
@@ -24559,7 +24808,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.588916806469584
  --- Workload:  118205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 99 in the X datas point
 --------------
  --- Configuration:  0010-0101
  --- Distance from that configuration:  [0.83375292]
@@ -24567,23 +24816,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.37346586900227
  --- Workload:  275426000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 141 in the X datas point
 --------------
  --- Configuration:  0010-0011
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6634071263.19351
  --- Energy:  41.98663362868059
  --- Workload:  278542000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -24591,7 +24840,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 8 in the X datas point
 --------------
  --- Configuration:  0020-0202
  --- Distance from that configuration:  [0.76130039]
@@ -24599,17 +24848,25 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.44909360627778
  --- Workload:  537560000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 71 in the X datas point
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
- --- Configuration:  0000-0001
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 99 in the X datas point
+--------------
+ --- Configuration:  0010-0101
+ --- Energy efficiency:  6657080470.788732
+ --- Energy:  41.37346586900227
+ --- Workload:  275426000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.588916806469584 mAh)  it is NOT far from the median.
----  Median :35.588916806469584,   the gap is :  10
+--- The energy of the current configuration (41.37346586900227 mAh)  it is NOT far from the median.
+---  Median :41.37346586900227,   the gap is :  10
 --- So No we don't romove this configuration '0010-0101'
  --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]
@@ -24619,57 +24876,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0010'
 --- Neighbour  0 in the list of neghbours, And at position 100 in the X datas point
@@ -24853,57 +25110,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-3000'
 --- Neighbour  0 in the list of neghbours, And at position 101 in the X datas point
@@ -24962,7 +25219,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.38840673928198
  --- Workload:  249811000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -24970,7 +25235,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -24978,14 +25243,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0011-3000'
 --- Neighbour  0 in the list of neghbours, And at position 24 in the X datas point
 --------------
@@ -25019,15 +25276,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  38.132247384977575
  --- Workload:  207799000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.83375292]
@@ -25035,7 +25284,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -25043,14 +25292,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 89 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 89 in the X datas point
 --------------
  --- Configuration:  0011-2200
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7849108733.703288
  --- Energy:  42.07381484773657
  --- Workload:  330242000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
@@ -25068,16 +25325,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  380626000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 47 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  1001-2000
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
+ --- Configuration:  0022-0030
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (39.7073615035878 mAh)  it is NOT far from the median.
----  Median :39.7073615035878,   the gap is :  10
+--- The energy of the current configuration (42.05401520354165 mAh)  it is NOT far from the median.
+---  Median :42.05401520354165,   the gap is :  10
 --- So No we don't romove this configuration '0011-3000'
  --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
@@ -25087,57 +25344,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2000'
 --- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
@@ -25156,7 +25413,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.93660318178646
  --- Workload:  172823000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -25164,7 +25429,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -25172,7 +25437,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.83375292]
@@ -25180,7 +25445,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.83375292]
@@ -25188,7 +25453,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 130 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 130 in the X datas point
 --------------
  --- Configuration:  2020-1000
  --- Distance from that configuration:  [0.83375292]
@@ -25196,7 +25461,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.65163368892841
  --- Workload:  208093000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 137 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 137 in the X datas point
 --------------
  --- Configuration:  1010-2000
  --- Distance from that configuration:  [0.83375292]
@@ -25204,43 +25469,35 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.48607288213239
  --- Workload:  177462000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 176 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2000'
---- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 130 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
 --------------
  --- Configuration:  2020-1000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  6005284650.492433
  --- Energy:  34.65163368892841
  --- Workload:  208093000000.0
 --------------
+--- Neighbour  1 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
 --- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3331046015.069652
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
@@ -25277,7 +25534,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.83375292]
@@ -25285,22 +25550,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8376542330.856669
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 137 in the X datas point
 --------------
@@ -25321,57 +25578,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3303-1011'
 --- Neighbour  0 in the list of neghbours, And at position 103 in the X datas point
@@ -25414,7 +25671,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  83.54140347554512
  --- Workload:  962694000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.76130039]
@@ -25422,7 +25695,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
 --------------
  --- Configuration:  3300-1000
  --- Distance from that configuration:  [0.76130039]
@@ -25430,7 +25703,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.76130039]
@@ -25438,22 +25711,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3303-1011'
 --- Neighbour  0 in the list of neghbours, And at position 40 in the X datas point
 --------------
@@ -25463,31 +25720,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.78276420172299
  --- Workload:  186062000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 80 in the X datas point
---------------
- --- Configuration:  2002-1001
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  8795770993.306417
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 82 in the X datas point
---------------
- --- Configuration:  0202-1001
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8895689149.038376
- --- Energy:  48.8428586507307
- --- Workload:  434491000000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  6928278461.367919
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.83375292]
@@ -25495,30 +25736,46 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8321129010.784183
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8236960890.90969
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 14 in the X datas point
 --------------
  --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9340120487.55429
  --- Energy:  67.3857084084629
  --- Workload:  629393000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 103 in the X datas point
 --------------
  --- Configuration:  3303-1011
@@ -25536,16 +25793,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  962694000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 15 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  0003-1001
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
+ --- Configuration:  3303-0001
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (73.37868558375581 mAh)  is far from the median.
----  Median :54.44253148500697,   the gap is :  10
+---  Median :59.94594005320708,   the gap is :  10
 --- So yes we remove this configuration '3303-1011'
 --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
@@ -25555,57 +25812,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-2000'
 --- Neighbour  0 in the list of neghbours, And at position 45 in the X datas point
@@ -25789,57 +26046,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-1001'
 --- Neighbour  0 in the list of neghbours, And at position 105 in the X datas point
@@ -25866,7 +26123,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.562953026807364
  --- Workload:  312668000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.76130039]
@@ -25874,7 +26139,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.76130039]
@@ -25882,7 +26147,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.76130039]
@@ -25890,7 +26155,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 65 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 65 in the X datas point
 --------------
  --- Configuration:  0000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -25898,7 +26163,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.44774676664167
  --- Workload:  111489000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 71 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.76130039]
@@ -25906,7 +26171,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.588916806469584
  --- Workload:  118205000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 82 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 82 in the X datas point
 --------------
  --- Configuration:  0202-1001
  --- Distance from that configuration:  [0.76130039]
@@ -25914,14 +26179,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.8428586507307
  --- Workload:  434491000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0110-1001'
 --- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
 --------------
@@ -25947,7 +26204,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.588916806469584
  --- Workload:  118205000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.76130039]
@@ -25955,7 +26220,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.76130039]
@@ -25963,14 +26228,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 152 in the X datas point
 --------------
  --- Configuration:  1100-1001
@@ -26004,16 +26261,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  434491000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 48 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point
 --------------
- --- Configuration:  0111-0000
- --- Energy efficiency:  3139835723.7949314
- --- Energy:  40.0701934667281
- --- Workload:  125814000000.0
+ --- Configuration:  1100-1000
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (40.0701934667281 mAh)  it is NOT far from the median.
----  Median :40.0701934667281,   the gap is :  10
+--- The energy of the current configuration (36.68430426428569 mAh)  it is NOT far from the median.
+---  Median :36.68430426428569,   the gap is :  10
 --- So No we don't romove this configuration '0110-1001'
  --- remove_aberrant_points: The value [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 0, 1]
@@ -26023,57 +26280,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-2202'
 --- Neighbour  0 in the list of neghbours, And at position 106 in the X datas point
@@ -26116,7 +26373,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07329975259821
  --- Workload:  347637000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -26124,7 +26389,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.76130039]
@@ -26132,7 +26397,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.76130039]
@@ -26140,7 +26405,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
  --- Distance from that configuration:  [0.76130039]
@@ -26148,14 +26413,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 61 in the X datas point
---------------
- --- Configuration:  3000-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3330-2202'
 --- Neighbour  0 in the list of neghbours, And at position 41 in the X datas point
 --------------
@@ -26181,13 +26438,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07329975259821
  --- Workload:  347637000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 183 in the X datas point
 --------------
- --- Configuration:  3000-2200
+ --- Configuration:  3030-1101
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6519117311.516021
- --- Energy:  42.79271109577192
- --- Workload:  278971000000.0
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
 --------------
 --- Neighbour  4 in the list of neghbours, And at position 73 in the X datas point
 --------------
@@ -26200,7 +26457,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 49 in the X datas point
 --------------
  --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8354358468.81318
  --- Energy:  64.35822134376
  --- Workload:  537670000000.0
@@ -26257,57 +26514,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1011-2200'
 --- Neighbour  0 in the list of neghbours, And at position 107 in the X datas point
@@ -26491,57 +26748,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0222-0300'
 --- Neighbour  0 in the list of neghbours, And at position 108 in the X datas point
@@ -26568,7 +26825,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.30048338737668
  --- Workload:  217901000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 168 in the X datas point
+--------------
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -26576,7 +26841,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -26584,7 +26849,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -26592,7 +26857,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 72 in the X datas point
 --------------
  --- Configuration:  0101-0200
  --- Distance from that configuration:  [0.76130039]
@@ -26600,7 +26865,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.334916995372765
  --- Workload:  207187000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
  --- Distance from that configuration:  [0.76130039]
@@ -26608,7 +26873,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.84120579706395
  --- Workload:  617498000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 93 in the X datas point
 --------------
  --- Configuration:  0101-0330
  --- Distance from that configuration:  [0.76130039]
@@ -26616,24 +26881,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51302006574951
  --- Workload:  334929000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 119 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0222-0300'
+--- Neighbour  0 in the list of neghbours, And at position 168 in the X datas point
 --------------
- --- Configuration:  0333-0030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8477809334.068076
- --- Energy:  58.764018507515395
- --- Workload:  498189000000.0
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0222-0300'
---- Neighbour  0 in the list of neghbours, And at position 148 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 148 in the X datas point
 --------------
  --- Configuration:  2220-0300
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6002689204.763734
  --- Energy:  36.30048338737668
  --- Workload:  217901000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 72 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 72 in the X datas point
 --------------
  --- Configuration:  0101-0200
  --- Distance from that configuration:  [0.83375292]
@@ -26641,7 +26906,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.334916995372765
  --- Workload:  207187000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 131 in the X datas point
 --------------
  --- Configuration:  0202-0200
  --- Distance from that configuration:  [0.83375292]
@@ -26649,7 +26914,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.5630522502661
  --- Workload:  304712000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -26657,7 +26922,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 93 in the X datas point
 --------------
  --- Configuration:  0101-0330
  --- Distance from that configuration:  [0.76130039]
@@ -26665,7 +26930,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51302006574951
  --- Workload:  334929000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 108 in the X datas point
 --------------
  --- Configuration:  0222-0300
  --- Distance from that configuration:  [0.76130039]
@@ -26673,7 +26938,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.43833566298026
  --- Workload:  423547000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
  --- Distance from that configuration:  [0.76130039]
@@ -26681,7 +26946,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.84120579706395
  --- Workload:  617498000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -26689,14 +26954,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 119 in the X datas point
---------------
- --- Configuration:  0333-0030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8477809334.068076
- --- Energy:  58.764018507515395
- --- Workload:  498189000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
@@ -26706,16 +26963,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  748237000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 93 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 12 in the X datas point
 --------------
- --- Configuration:  0101-0330
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Configuration:  0022-0030
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.51302006574951 mAh)  it is NOT far from the median.
----  Median :42.51302006574951,   the gap is :  10
+--- The energy of the current configuration (42.05401520354165 mAh)  it is NOT far from the median.
+---  Median :42.05401520354165,   the gap is :  10
 --- So No we don't romove this configuration '0222-0300'
  --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 1.0, 1, 0, 1, 1]
@@ -26725,57 +26982,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0011-2022'
 --- Neighbour  0 in the list of neghbours, And at position 109 in the X datas point
@@ -26959,57 +27216,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3003-3330'
 --- Neighbour  0 in the list of neghbours, And at position 110 in the X datas point
@@ -27044,7 +27301,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.474892742303716
  --- Workload:  274951000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -27052,7 +27325,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -27060,7 +27333,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 61 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 61 in the X datas point
 --------------
  --- Configuration:  3000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -27068,7 +27341,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.79271109577192
  --- Workload:  278971000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
  --- Distance from that configuration:  [0.76130039]
@@ -27076,22 +27349,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 1 in the X datas point
---------------
- --- Configuration:  0033-3000
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3003-3330'
 --- Neighbour  0 in the list of neghbours, And at position 29 in the X datas point
 --------------
@@ -27128,7 +27385,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8224428196.629629
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
@@ -27136,20 +27393,28 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10619025470.794495
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 194 in the X datas point
 --------------
- --- Configuration:  0033-3000
+ --- Configuration:  0002-3330
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 110 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 110 in the X datas point
 --------------
  --- Configuration:  3003-3330
  --- Distance from that configuration:  [0.76130039]
@@ -27157,18 +27422,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.99051868650201
  --- Workload:  617264000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 22 in the X datas point
---------------
- --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  9400881802.713095
- --- Energy:  66.34289826476824
- --- Workload:  623684000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
- --- Distance from that configuration:  [0.69514393]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  9963434196.49885
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
@@ -27193,57 +27450,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0110-0100'
 --- Neighbour  0 in the list of neghbours, And at position 111 in the X datas point
@@ -27427,57 +27684,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-0100'
 --- Neighbour  0 in the list of neghbours, And at position 112 in the X datas point
@@ -27661,57 +27918,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-3330'
 --- Neighbour  0 in the list of neghbours, And at position 113 in the X datas point
@@ -27895,57 +28152,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-2220'
 --- Neighbour  0 in the list of neghbours, And at position 114 in the X datas point
@@ -27996,7 +28253,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  57.359112207692405
  --- Workload:  654747000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.76130039]
@@ -28004,7 +28277,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
 --------------
  --- Configuration:  0020-0202
  --- Distance from that configuration:  [0.76130039]
@@ -28012,22 +28285,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  66.44909360627778
  --- Workload:  537560000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
---------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
---------------
- --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-2220'
 --- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
 --------------
@@ -28045,7 +28302,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.83375292]
@@ -28053,7 +28318,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.83375292]
@@ -28061,14 +28326,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
---------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
@@ -28077,22 +28334,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
---------------
- --- Configuration:  0000-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9479212087.891254
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 160 in the X datas point
 --------------
  --- Configuration:  0222-2220
@@ -28110,16 +28367,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  537560000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 9 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point
 --------------
- --- Configuration:  0010-3300
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- Configuration:  2020-0220
+ --- Energy efficiency:  7467367603.572389
+ --- Energy:  42.10385161103808
+ --- Workload:  314406000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.64544340651106 mAh)  it is NOT far from the median.
----  Median :42.64544340651106,   the gap is :  10
+--- The energy of the current configuration (42.10385161103808 mAh)  it is NOT far from the median.
+---  Median :42.10385161103808,   the gap is :  10
 --- So No we don't romove this configuration '0020-2220'
  --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
@@ -28129,57 +28386,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-2220'
 --- Neighbour  0 in the list of neghbours, And at position 115 in the X datas point
@@ -28363,57 +28620,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3000'
 --- Neighbour  0 in the list of neghbours, And at position 116 in the X datas point
@@ -28456,7 +28713,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.94259902860859
  --- Workload:  244660000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -28464,7 +28729,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -28472,7 +28737,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -28480,7 +28745,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
 --------------
  --- Configuration:  1001-2000
  --- Distance from that configuration:  [0.76130039]
@@ -28488,14 +28753,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0002-3000'
 --- Neighbour  0 in the list of neghbours, And at position 24 in the X datas point
 --------------
@@ -28540,7 +28797,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  5 in the list of neghbours, And at position 74 in the X datas point
 --------------
  --- Configuration:  2002-2000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7263008047.412917
  --- Energy:  41.829225389075674
  --- Workload:  303807000000.0
@@ -28561,7 +28818,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.76130039]
@@ -28569,14 +28834,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 47 in the X datas point
 --------------
@@ -28597,57 +28854,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-3030'
 --- Neighbour  0 in the list of neghbours, And at position 117 in the X datas point
@@ -28682,7 +28939,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -28690,7 +28955,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.76130039]
@@ -28698,7 +28963,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -28706,7 +28971,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -28714,7 +28979,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 59 in the X datas point
 --------------
  --- Configuration:  2000-2000
  --- Distance from that configuration:  [0.76130039]
@@ -28722,14 +28987,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.241340818491324
  --- Workload:  150528000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2020-3030'
 --- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
 --------------
@@ -28766,7 +29023,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 117 in the X datas point
 --------------
  --- Configuration:  2020-3030
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7529950377.627011
  --- Energy:  41.87227309237855
  --- Workload:  315295000000.0
@@ -28779,7 +29036,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.76130039]
@@ -28787,7 +29052,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 113 in the X datas point
 --------------
  --- Configuration:  2220-3330
  --- Distance from that configuration:  [0.76130039]
@@ -28795,7 +29060,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -28803,14 +29068,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 88 in the X datas point
---------------
- --- Configuration:  2020-0022
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8754497623.153894
- --- Energy:  65.93701913313123
- --- Workload:  577244000000.0
---------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 117 in the X datas point
 --------------
@@ -28831,57 +29088,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1001-2002'
 --- Neighbour  0 in the list of neghbours, And at position 118 in the X datas point
@@ -29065,57 +29322,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0030'
 --- Neighbour  0 in the list of neghbours, And at position 119 in the X datas point
@@ -29190,24 +29447,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.97706889442466
  --- Workload:  626356000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 168 in the X datas point
 --------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.69514393]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0030'
---- Neighbour  0 in the list of neghbours, And at position 144 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 168 in the X datas point
 --------------
- --- Configuration:  3330-0030
+ --- Configuration:  0330-0300
  --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 144 in the X datas point
+--------------
+ --- Configuration:  3330-0030
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6057595619.146848
  --- Energy:  36.12486526516549
  --- Workload:  218830000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 76 in the X datas point
 --------------
  --- Configuration:  0220-0020
  --- Distance from that configuration:  [0.83375292]
@@ -29215,15 +29480,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 108 in the X datas point
 --------------
  --- Configuration:  0222-0300
  --- Distance from that configuration:  [0.76130039]
@@ -29231,7 +29496,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.43833566298026
  --- Workload:  423547000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 1 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 1 in the X datas point
 --------------
  --- Configuration:  0033-3000
  --- Distance from that configuration:  [0.76130039]
@@ -29239,14 +29504,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
 --- Neighbour  6 in the list of neghbours, And at position 119 in the X datas point
 --------------
  --- Configuration:  0333-0030
@@ -29274,24 +29531,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  9 in the list of neghbours, And at position 22 in the X datas point
 --------------
  --- Configuration:  3333-3000
- --- Distance from that configuration:  [0.69514393]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  9400881802.713095
  --- Energy:  66.34289826476824
  --- Workload:  623684000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 1 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 108 in the X datas point
 --------------
- --- Configuration:  0033-3000
- --- Energy efficiency:  6957102505.948323
- --- Energy:  53.35616382684589
- --- Workload:  371205000000.0
+ --- Configuration:  0222-0300
+ --- Energy efficiency:  9750580159.519491
+ --- Energy:  43.43833566298026
+ --- Workload:  423547000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (53.35616382684589 mAh)  it is NOT far from the median.
----  Median :53.35616382684589,   the gap is :  10
---- So No we don't romove this configuration '0333-0030'
- --- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] is not an abberant point.
+--- The energy of the current configuration (58.764018507515395 mAh)  is far from the median.
+---  Median :43.43833566298026,   the gap is :  10
+--- So yes we remove this configuration '0333-0030'
+--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
 --- Computing the list of the 10 first neighbours of '2022-2200'
 *** START computing ci exp matrix 
@@ -29299,57 +29556,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2022-2200'
 --- Neighbour  0 in the list of neghbours, And at position 120 in the X datas point
@@ -29533,57 +29790,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0020-1100'
 --- Neighbour  0 in the list of neghbours, And at position 121 in the X datas point
@@ -29634,7 +29891,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.65163368892841
  --- Workload:  208093000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.76130039]
@@ -29642,7 +29915,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.76130039]
@@ -29650,22 +29923,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 8 in the X datas point
---------------
- --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 60 in the X datas point
---------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0020-1100'
 --- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
 --------------
@@ -29699,7 +29956,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.83375292]
@@ -29707,7 +29972,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 69 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 69 in the X datas point
 --------------
  --- Configuration:  0200-1100
  --- Distance from that configuration:  [0.83375292]
@@ -29715,18 +29980,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.722378810206706
  --- Workload:  279405000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 60 in the X datas point
---------------
- --- Configuration:  3000-1100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6443423519.784533
- --- Energy:  43.3608751201712
- --- Workload:  279393000000.0
---------------
 --- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
@@ -29739,25 +29996,25 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 182 in the X datas point
 --------------
- --- Configuration:  0020-0202
+ --- Configuration:  0020-1111
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 121 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 176 in the X datas point
 --------------
- --- Configuration:  0020-1100
- --- Energy efficiency:  6670179627.937381
- --- Energy:  41.85807704041302
- --- Workload:  279201000000.0
+ --- Configuration:  0030-2200
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.85807704041302 mAh)  it is NOT far from the median.
----  Median :41.85807704041302,   the gap is :  10
+--- The energy of the current configuration (41.3450979000584 mAh)  it is NOT far from the median.
+---  Median :41.3450979000584,   the gap is :  10
 --- So No we don't romove this configuration '0020-1100'
  --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
@@ -29767,57 +30024,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1110-3330'
 --- Neighbour  0 in the list of neghbours, And at position 122 in the X datas point
@@ -29868,7 +30125,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07453960416718
  --- Workload:  347206000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.76130039]
@@ -29876,7 +30149,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -29884,40 +30157,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 98 in the X datas point
---------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 117 in the X datas point
---------------
- --- Configuration:  2020-3030
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7529950377.627011
- --- Energy:  41.87227309237855
- --- Workload:  315295000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1110-3330'
---- Neighbour  0 in the list of neghbours, And at position 117 in the X datas point
---------------
- --- Configuration:  2020-3030
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7529950377.627011
- --- Energy:  41.87227309237855
- --- Workload:  315295000000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 142 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 142 in the X datas point
 --------------
  --- Configuration:  2220-0330
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  8252186829.509821
  --- Energy:  42.07453960416718
  --- Workload:  347206000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.91310072]
@@ -29925,15 +30174,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 192 in the X datas point
 --------------
- --- Configuration:  1011-3030
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.83375292]
@@ -29941,7 +30190,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 113 in the X datas point
 --------------
  --- Configuration:  2220-3330
  --- Distance from that configuration:  [0.83375292]
@@ -29949,10 +30198,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
+--- Neighbour  5 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
 --- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9479212087.891254
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
@@ -29960,7 +30217,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 122 in the X datas point
 --------------
  --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9413093613.215984
  --- Energy:  49.7061517933472
  --- Workload:  467887000000.0
@@ -29982,16 +30239,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  506686000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 26 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 113 in the X datas point
 --------------
- --- Configuration:  0000-3330
- --- Energy efficiency:  7665772326.561901
- --- Energy:  48.682465076838824
- --- Workload:  373189000000.0
+ --- Configuration:  2220-3330
+ --- Energy efficiency:  9571301409.852697
+ --- Energy:  49.20594289132612
+ --- Workload:  470964000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.682465076838824 mAh)  it is NOT far from the median.
----  Median :48.682465076838824,   the gap is :  10
+--- The energy of the current configuration (49.20594289132612 mAh)  it is NOT far from the median.
+---  Median :49.20594289132612,   the gap is :  10
 --- So No we don't romove this configuration '1110-3330'
  --- remove_aberrant_points: The value [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]
@@ -30001,57 +30258,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0111-2000'
 --- Neighbour  0 in the list of neghbours, And at position 123 in the X datas point
@@ -30110,7 +30367,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  67.2428641168314
  --- Workload:  679060000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.76130039]
@@ -30118,32 +30391,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 50 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000'
+--- Neighbour  0 in the list of neghbours, And at position 200 in the X datas point
 --------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0111-2000'
---- Neighbour  0 in the list of neghbours, And at position 101 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 101 in the X datas point
 --------------
  --- Configuration:  0011-3000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806981239.9597025
  --- Energy:  35.94259902860859
  --- Workload:  244660000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 95 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 95 in the X datas point
 --------------
  --- Configuration:  1101-2000
  --- Distance from that configuration:  [0.83375292]
@@ -30151,7 +30416,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.70897651674008
  --- Workload:  249187000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 123 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 123 in the X datas point
 --------------
  --- Configuration:  0111-2000
  --- Distance from that configuration:  [0.83375292]
@@ -30159,14 +30424,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.38840673928198
  --- Workload:  249811000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 47 in the X datas point
---------------
- --- Configuration:  1001-2000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5236095548.271565
- --- Energy:  39.7073615035878
- --- Workload:  207911000000.0
---------------
 --- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
@@ -30183,7 +30440,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07381484773657
  --- Workload:  330242000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 81 in the X datas point
 --------------
  --- Configuration:  0101-2020
  --- Distance from that configuration:  [0.83375292]
@@ -30191,22 +30456,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.37670883350873
  --- Workload:  362938000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 50 in the X datas point
---------------
- --- Configuration:  0001-2002
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8407741848.694279
- --- Energy:  65.1809584910712
- --- Workload:  548023000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 155 in the X datas point
 --------------
  --- Configuration:  1111-2002
@@ -30235,57 +30492,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-0220'
 --- Neighbour  0 in the list of neghbours, And at position 124 in the X datas point
@@ -30304,7 +30561,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.96771726749321
  --- Workload:  499893000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -30312,7 +30577,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.76130039]
@@ -30320,7 +30585,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -30328,7 +30593,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 119 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 119 in the X datas point
 --------------
  --- Configuration:  0333-0030
  --- Distance from that configuration:  [0.76130039]
@@ -30336,7 +30601,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  58.764018507515395
  --- Workload:  498189000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 139 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
 --------------
  --- Configuration:  0033-0011
  --- Distance from that configuration:  [0.76130039]
@@ -30344,7 +30609,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.541753106093076
  --- Workload:  500822000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
  --- Distance from that configuration:  [0.76130039]
@@ -30352,7 +30617,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.76130039]
@@ -30360,14 +30625,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0033-0220'
 --- Neighbour  0 in the list of neghbours, And at position 12 in the X datas point
 --------------
@@ -30388,7 +30645,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  2 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8376542330.856669
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
@@ -30409,15 +30666,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 119 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 119 in the X datas point
 --------------
  --- Configuration:  0333-0030
  --- Distance from that configuration:  [0.76130039]
@@ -30425,6 +30674,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  58.764018507515395
  --- Workload:  498189000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
 --------------
  --- Configuration:  0033-0011
@@ -30469,57 +30726,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2022-1001'
 --- Neighbour  0 in the list of neghbours, And at position 125 in the X datas point
@@ -30703,57 +30960,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0003-0001'
 --- Neighbour  0 in the list of neghbours, And at position 126 in the X datas point
@@ -30804,64 +31061,56 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.541753106093076
  --- Workload:  500822000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 177 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6956231392.081026
- --- Energy:  53.38267358149647
- --- Workload:  371343000000.0
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 197 in the X datas point
 --------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 201 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0003-0001'
---- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 197 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  3000-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 177 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  0202-0001
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1010122436.9405816
- --- Energy:  29.239529117166907
- --- Workload:  29535500000.0
---------------
---- Neighbour  2 in the list of neghbours, And at position 5 in the X datas point
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
 --------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -30869,7 +31118,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 126 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 126 in the X datas point
 --------------
  --- Configuration:  0003-0001
  --- Distance from that configuration:  [0.83375292]
@@ -30877,7 +31126,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.78293727571249
  --- Workload:  240648000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -30885,18 +31134,26 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
  --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6806147312.252427
  --- Energy:  54.44253148500697
  --- Workload:  370545000000.0
 --------------
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
 --- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
 --------------
  --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8411277841.329655
  --- Energy:  59.541753106093076
  --- Workload:  500822000000.0
@@ -30904,7 +31161,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8321129010.784183
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
@@ -30918,16 +31175,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  499771000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 126 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 2 in the X datas point
 --------------
- --- Configuration:  0003-0001
- --- Energy efficiency:  5256269415.345153
- --- Energy:  45.78293727571249
- --- Workload:  240648000000.0
+ --- Configuration:  0303-0100
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (45.78293727571249 mAh)  it is NOT far from the median.
----  Median :45.78293727571249,   the gap is :  10
+--- The energy of the current configuration (53.38267358149647 mAh)  it is NOT far from the median.
+---  Median :53.38267358149647,   the gap is :  10
 --- So No we don't romove this configuration '0003-0001'
  --- remove_aberrant_points: The value [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]
@@ -30937,57 +31194,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3033-1010'
 --- Neighbour  0 in the list of neghbours, And at position 127 in the X datas point
@@ -31171,57 +31428,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1111-0101'
 --- Neighbour  0 in the list of neghbours, And at position 86 in the X datas point
@@ -31256,7 +31513,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -31264,7 +31537,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 38 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 38 in the X datas point
 --------------
  --- Configuration:  1110-0000
  --- Distance from that configuration:  [0.76130039]
@@ -31272,7 +31545,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.76130039]
@@ -31280,7 +31553,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 55 in the X datas point
 --------------
  --- Configuration:  2002-0101
  --- Distance from that configuration:  [0.76130039]
@@ -31288,22 +31561,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.4541739001796
  --- Workload:  424732000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 111 in the X datas point
---------------
- --- Configuration:  0110-0100
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1111-0101'
 --- Neighbour  0 in the list of neghbours, And at position 38 in the X datas point
 --------------
@@ -31313,13 +31570,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.668041259477853
  --- Workload:  89102900000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 111 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 190 in the X datas point
 --------------
- --- Configuration:  0110-0100
+ --- Configuration:  0111-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  5162462701.2069845
- --- Energy:  35.42009012551951
- --- Workload:  182855000000.0
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 91 in the X datas point
 --------------
@@ -31329,7 +31586,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.74164741869377
  --- Workload:  250128000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 48 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
 --------------
  --- Configuration:  0111-0000
  --- Distance from that configuration:  [0.83375292]
@@ -31337,18 +31602,10 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.0701934667281
  --- Workload:  125814000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 99 in the X datas point
---------------
- --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
---------------
 --- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
 --------------
  --- Configuration:  1111-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9080672696.233337
  --- Energy:  45.44863666563364
  --- Workload:  412706000000.0
@@ -31386,16 +31643,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  644582000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 99 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point
 --------------
- --- Configuration:  0010-0101
- --- Energy efficiency:  6657080470.788732
- --- Energy:  41.37346586900227
- --- Workload:  275426000000.0
+ --- Configuration:  0111-0000
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (41.37346586900227 mAh)  it is NOT far from the median.
----  Median :41.37346586900227,   the gap is :  10
+--- The energy of the current configuration (40.0701934667281 mAh)  it is NOT far from the median.
+---  Median :40.0701934667281,   the gap is :  10
 --- So No we don't romove this configuration '1111-0101'
  --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]
@@ -31405,57 +31662,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0100-3000'
 --- Neighbour  0 in the list of neghbours, And at position 129 in the X datas point
@@ -31474,7 +31731,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.59789292409111
  --- Workload:  117748000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 181 in the X datas point
+--------------
+ --- Configuration:  1100-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.83375292]
@@ -31482,7 +31747,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -31490,7 +31755,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 9 in the X datas point
 --------------
  --- Configuration:  0010-3300
  --- Distance from that configuration:  [0.76130039]
@@ -31498,7 +31763,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.64544340651106
  --- Workload:  278594000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 26 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -31506,7 +31771,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.682465076838824
  --- Workload:  373189000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.76130039]
@@ -31514,7 +31779,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 67 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 67 in the X datas point
 --------------
  --- Configuration:  0000-2200
  --- Distance from that configuration:  [0.76130039]
@@ -31522,7 +31787,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51731520413714
  --- Workload:  243375000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 81 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 81 in the X datas point
 --------------
  --- Configuration:  0101-2020
  --- Distance from that configuration:  [0.76130039]
@@ -31530,14 +31795,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.37670883350873
  --- Workload:  362938000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 94 in the X datas point
---------------
- --- Configuration:  0100-0200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0100-3000'
 --- Neighbour  0 in the list of neghbours, And at position 129 in the X datas point
 --------------
@@ -31547,18 +31804,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.94046355190528
  --- Workload:  149976000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 94 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 181 in the X datas point
 --------------
- --- Configuration:  0100-0200
+ --- Configuration:  1100-3000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  4093227346.033253
- --- Energy:  35.39655176899871
- --- Workload:  144886000000.0
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 66 in the X datas point
 --------------
  --- Configuration:  0000-2000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  3331046015.069652
  --- Energy:  35.40657570372512
  --- Workload:  117941000000.0
@@ -31574,7 +31831,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 43 in the X datas point
 --------------
  --- Configuration:  2200-2000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5035525633.343237
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
@@ -31639,57 +31896,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-1000'
 --- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
@@ -31873,57 +32130,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0202-0200'
 --- Neighbour  0 in the list of neghbours, And at position 131 in the X datas point
@@ -32107,57 +32364,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0300-0010'
 --- Neighbour  0 in the list of neghbours, And at position 132 in the X datas point
@@ -32176,7 +32433,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.495214714826176
  --- Workload:  129407000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.83375292]
@@ -32184,7 +32449,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -32192,7 +32457,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -32200,7 +32465,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -32208,7 +32473,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -32216,7 +32481,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.76130039]
@@ -32224,7 +32489,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.76130039]
@@ -32232,24 +32497,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 14 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0010'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0010'
---- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  2075033200.5312083
  --- Energy:  29.0248902377268
  --- Workload:  60227600000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 5 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 5 in the X datas point
 --------------
  --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.91310072]
@@ -32257,7 +32522,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -32265,7 +32530,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 145 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 145 in the X datas point
 --------------
  --- Configuration:  0200-0010
  --- Distance from that configuration:  [0.83375292]
@@ -32273,7 +32538,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.495214714826176
  --- Workload:  129407000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 132 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 132 in the X datas point
 --------------
  --- Configuration:  0300-0010
  --- Distance from that configuration:  [0.83375292]
@@ -32281,7 +32546,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.61491775303547
  --- Workload:  122892000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.83375292]
@@ -32289,7 +32554,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.76130039]
@@ -32297,7 +32562,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.76130039]
@@ -32305,7 +32570,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -32313,25 +32578,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 14 in the X datas point
---------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 132 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 145 in the X datas point
 --------------
- --- Configuration:  0300-0010
- --- Energy efficiency:  3550266447.4968843
- --- Energy:  34.61491775303547
- --- Workload:  122892000000.0
+ --- Configuration:  0200-0010
+ --- Energy efficiency:  3751444306.0578322
+ --- Energy:  34.495214714826176
+ --- Workload:  129407000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (34.61491775303547 mAh)  it is NOT far from the median.
----  Median :34.61491775303547,   the gap is :  10
+--- The energy of the current configuration (34.495214714826176 mAh)  it is NOT far from the median.
+---  Median :34.495214714826176,   the gap is :  10
 --- So No we don't romove this configuration '0300-0010'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]
@@ -32341,57 +32598,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-3330'
 --- Neighbour  0 in the list of neghbours, And at position 133 in the X datas point
@@ -32418,7 +32675,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 25 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
 --------------
  --- Configuration:  0000-3300
  --- Distance from that configuration:  [0.76130039]
@@ -32426,7 +32691,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05795824330537
  --- Workload:  243499000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 31 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 31 in the X datas point
 --------------
  --- Configuration:  3000-3330
  --- Distance from that configuration:  [0.76130039]
@@ -32434,7 +32699,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.410116578739654
  --- Workload:  406369000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 57 in the X datas point
 --------------
  --- Configuration:  0101-2220
  --- Distance from that configuration:  [0.76130039]
@@ -32442,7 +32707,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.9191931692468
  --- Workload:  449351000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 93 in the X datas point
 --------------
  --- Configuration:  0101-0330
  --- Distance from that configuration:  [0.76130039]
@@ -32450,7 +32715,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.51302006574951
  --- Workload:  334929000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -32458,7 +32723,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
  --- Distance from that configuration:  [0.76130039]
@@ -32466,14 +32731,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 122 in the X datas point
---------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0200-3330'
 --- Neighbour  0 in the list of neghbours, And at position 25 in the X datas point
 --------------
@@ -32502,7 +32759,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8376542330.856669
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
@@ -32547,13 +32804,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 122 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 194 in the X datas point
 --------------
- --- Configuration:  1110-3330
+ --- Configuration:  0002-3330
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
 --------------
 --------------
 --- Median at position 4 in the list of neghbours, And at position 26 in the X datas point
@@ -32575,57 +32832,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1101'
 --- Neighbour  0 in the list of neghbours, And at position 134 in the X datas point
@@ -32668,7 +32925,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07329975259821
  --- Workload:  347637000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -32676,7 +32949,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.76130039]
@@ -32684,7 +32957,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
  --- Distance from that configuration:  [0.76130039]
@@ -32692,22 +32965,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.84120579706395
  --- Workload:  617498000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 103 in the X datas point
---------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 125 in the X datas point
---------------
- --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1101'
 --- Neighbour  0 in the list of neghbours, And at position 149 in the X datas point
 --------------
@@ -32717,13 +32974,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07329975259821
  --- Workload:  347637000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 125 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 183 in the X datas point
 --------------
- --- Configuration:  2022-1001
+ --- Configuration:  3030-1101
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10534122128.398308
- --- Energy:  50.34000387088341
- --- Workload:  530288000000.0
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
 --------------
 --- Neighbour  2 in the list of neghbours, And at position 90 in the X datas point
 --------------
@@ -32749,22 +33006,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 83 in the X datas point
 --------------
  --- Configuration:  3003-1101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  9428892010.8998
  --- Energy:  67.46193459835338
  --- Workload:  636090000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 103 in the X datas point
---------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
---------------
 --- Neighbour  7 in the list of neghbours, And at position 134 in the X datas point
 --------------
  --- Configuration:  3333-1101
@@ -32809,57 +33066,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3333-3000'
 --- Neighbour  0 in the list of neghbours, And at position 22 in the X datas point
@@ -33043,57 +33300,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-0022'
 --- Neighbour  0 in the list of neghbours, And at position 136 in the X datas point
@@ -33277,57 +33534,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1010-2000'
 --- Neighbour  0 in the list of neghbours, And at position 137 in the X datas point
@@ -33394,7 +33651,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.65163368892841
  --- Workload:  208093000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
@@ -33402,14 +33667,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 9 in the X datas point
---------------
- --- Configuration:  0010-3300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1010-2000'
 --- Neighbour  0 in the list of neghbours, And at position 130 in the X datas point
 --------------
@@ -33467,18 +33724,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  39.7073615035878
  --- Workload:  207911000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 9 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 180 in the X datas point
 --------------
- --- Configuration:  0010-3300
+ --- Configuration:  1000-2200
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  6532788063.289651
- --- Energy:  42.64544340651106
- --- Workload:  278594000000.0
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
 --------------
 --- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6501654671.113798
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
@@ -33511,57 +33768,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3030-2002'
 --- Neighbour  0 in the list of neghbours, And at position 138 in the X datas point
@@ -33612,7 +33869,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  84.88778487940925
  --- Workload:  873162000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.76130039]
@@ -33620,7 +33885,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 29 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-3000
  --- Distance from that configuration:  [0.76130039]
@@ -33628,7 +33893,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.76130039]
@@ -33636,14 +33901,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3030-2002'
 --- Neighbour  0 in the list of neghbours, And at position 104 in the X datas point
 --------------
@@ -33669,15 +33926,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.1860248822606
  --- Workload:  150171000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
---------------
---- Neighbour  4 in the list of neghbours, And at position 45 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 45 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Distance from that configuration:  [0.83375292]
@@ -33685,7 +33934,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.96583597689362
  --- Workload:  150045000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 41 in the X datas point
 --------------
  --- Configuration:  3300-2000
  --- Distance from that configuration:  [0.83375292]
@@ -33693,22 +33942,30 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.9852979298838
  --- Workload:  185914000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5822958761.806049
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 140 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 140 in the X datas point
 --------------
  --- Configuration:  3030-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8447801037.389967
  --- Energy:  43.884169684615244
  --- Workload:  370724000000.0
 --------------
+--- Neighbour  7 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
 --- Neighbour  8 in the list of neghbours, And at position 138 in the X datas point
 --------------
  --- Configuration:  3030-2002
@@ -33726,16 +33983,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  873162000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 45 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 41 in the X datas point
 --------------
- --- Configuration:  3000-2000
- --- Energy efficiency:  4059018123.5159216
- --- Energy:  36.96583597689362
- --- Workload:  150045000000.0
+ --- Configuration:  3300-2000
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (65.30338482528335 mAh)  is far from the median.
----  Median :36.96583597689362,   the gap is :  10
+---  Median :36.9852979298838,   the gap is :  10
 --- So yes we remove this configuration '3030-2002'
 --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]
@@ -33745,57 +34002,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0033-0011'
 --- Neighbour  0 in the list of neghbours, And at position 139 in the X datas point
@@ -33979,57 +34236,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1001'
 --- Neighbour  0 in the list of neghbours, And at position 140 in the X datas point
@@ -34048,7 +34305,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.30338482528335
  --- Workload:  576204000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -34056,7 +34321,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 125 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 125 in the X datas point
 --------------
  --- Configuration:  2022-1001
  --- Distance from that configuration:  [0.83375292]
@@ -34064,7 +34329,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.34000387088341
  --- Workload:  530288000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 130 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 130 in the X datas point
 --------------
  --- Configuration:  2020-1000
  --- Distance from that configuration:  [0.83375292]
@@ -34072,7 +34337,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  34.65163368892841
  --- Workload:  208093000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 156 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 156 in the X datas point
 --------------
  --- Configuration:  2000-1001
  --- Distance from that configuration:  [0.83375292]
@@ -34080,46 +34345,38 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.03159908655608
  --- Workload:  270449000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
---------------
- --- Configuration:  0030-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  994906080.8659663
- --- Energy:  29.623247258891045
- --- Workload:  29472300000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 15 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 189 in the X datas point
 --------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 197 in the X datas point
 --------------
- --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 5 in the X datas point
 --------------
- --- Configuration:  3330-0000
+ --- Configuration:  0030-0000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5377240292.736961
- --- Energy:  32.51205394198035
- --- Workload:  174825000000.0
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1001'
---- Neighbour  0 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
 --------------
- --- Configuration:  3000-0000
+ --- Configuration:  3030-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1016987763.6032282
- --- Energy:  29.060137396486432
- --- Workload:  29553800000.0
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 5 in the X datas point
 --------------
@@ -34129,13 +34386,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.623247258891045
  --- Workload:  29472300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 197 in the X datas point
 --------------
- --- Configuration:  3330-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5377240292.736961
- --- Energy:  32.51205394198035
- --- Workload:  174825000000.0
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
 --------------
 --- Neighbour  3 in the list of neghbours, And at position 130 in the X datas point
 --------------
@@ -34164,27 +34421,27 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  6 in the list of neghbours, And at position 140 in the X datas point
 --------------
  --- Configuration:  3030-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8447801037.389967
  --- Energy:  43.884169684615244
  --- Workload:  370724000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 125 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 125 in the X datas point
 --------------
  --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10534122128.398308
  --- Energy:  50.34000387088341
  --- Workload:  530288000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
---------------
- --- Configuration:  0003-1001
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  6806147312.252427
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 138 in the X datas point
 --------------
  --- Configuration:  3030-2002
@@ -34213,57 +34470,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0011'
 --- Neighbour  0 in the list of neghbours, And at position 141 in the X datas point
@@ -34314,64 +34571,48 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.648662348871625
  --- Workload:  185167000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 193 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.299284062105812
- --- Workload:  0.0
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 198 in the X datas point
 --------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
+ --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 53 in the X datas point
---------------
- --- Configuration:  0011-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
---------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0011'
---- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
---------------
- --- Configuration:  0011-0000
- --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2745412415.8531094
- --- Energy:  29.5448803510097
- --- Workload:  81112900000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 32 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.76130039]
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  29.957415812958512
+ --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 17 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0011'
+--- Neighbour  0 in the list of neghbours, And at position 17 in the X datas point
 --------------
  --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  0.08333333333333333
  --- Energy:  30.027102694886654
  --- Workload:  0.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -34379,7 +34620,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 71 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 71 in the X datas point
 --------------
  --- Configuration:  0000-0001
  --- Distance from that configuration:  [0.83375292]
@@ -34387,7 +34628,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.588916806469584
  --- Workload:  118205000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 100 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 100 in the X datas point
 --------------
  --- Configuration:  0110-0010
  --- Distance from that configuration:  [0.83375292]
@@ -34395,31 +34636,39 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.648662348871625
  --- Workload:  185167000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3998672440.749671
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 99 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 99 in the X datas point
 --------------
  --- Configuration:  0010-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6657080470.788732
  --- Energy:  41.37346586900227
  --- Workload:  275426000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 141 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 141 in the X datas point
 --------------
  --- Configuration:  0010-0011
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  6634071263.19351
  --- Energy:  41.98663362868059
  --- Workload:  278542000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 198 in the X datas point
+--------------
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.76130039]
@@ -34427,17 +34676,25 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 193 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 71 in the X datas point
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
 --------------
- --- Configuration:  0000-0001
- --- Energy efficiency:  3321398441.599851
- --- Energy:  35.588916806469584
- --- Workload:  118205000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 6 in the X datas point
+--------------
+ --- Configuration:  0020-0010
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (35.588916806469584 mAh)  it is NOT far from the median.
----  Median :35.588916806469584,   the gap is :  10
+--- The energy of the current configuration (36.82601141845538 mAh)  it is NOT far from the median.
+---  Median :36.82601141845538,   the gap is :  10
 --- So No we don't romove this configuration '0010-0011'
  --- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]
@@ -34447,57 +34704,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0330'
 --- Neighbour  0 in the list of neghbours, And at position 142 in the X datas point
@@ -34681,57 +34938,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2002-0010'
 --- Neighbour  0 in the list of neghbours, And at position 143 in the X datas point
@@ -34915,57 +35172,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0030'
 --- Neighbour  0 in the list of neghbours, And at position 144 in the X datas point
@@ -35149,57 +35406,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0200-0010'
 --- Neighbour  0 in the list of neghbours, And at position 145 in the X datas point
@@ -35258,7 +35515,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.404255909220375
  --- Workload:  150215000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -35266,7 +35531,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 16 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 16 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -35274,22 +35539,14 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.299284062105812
  --- Workload:  0.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 17 in the X datas point
---------------
- --- Configuration:  0000-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0200-0010'
---- Neighbour  0 in the list of neghbours, And at position 17 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  0000-0000
+ --- Configuration:  0300-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  0.08333333333333333
- --- Energy:  30.027102694886654
- --- Workload:  0.0
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
 --- Neighbour  1 in the list of neghbours, And at position 37 in the X datas point
 --------------
@@ -35342,7 +35599,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  7 in the list of neghbours, And at position 76 in the X datas point
 --------------
  --- Configuration:  0220-0020
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5040602049.508794
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
@@ -35383,57 +35640,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2022-0330'
 --- Neighbour  0 in the list of neghbours, And at position 146 in the X datas point
@@ -35444,7 +35701,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.83375292]
@@ -35452,7 +35717,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 12 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
  --- Distance from that configuration:  [0.83375292]
@@ -35460,7 +35725,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
  --- Distance from that configuration:  [0.83375292]
@@ -35468,7 +35733,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 142 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 142 in the X datas point
 --------------
  --- Configuration:  2220-0330
  --- Distance from that configuration:  [0.83375292]
@@ -35476,7 +35741,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07453960416718
  --- Workload:  347206000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.83375292]
@@ -35484,7 +35749,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 158 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 158 in the X datas point
 --------------
  --- Configuration:  2020-0030
  --- Distance from that configuration:  [0.83375292]
@@ -35492,7 +35757,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.10473595313148
  --- Workload:  187327000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.76130039]
@@ -35500,22 +35773,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 108 in the X datas point
---------------
- --- Configuration:  0222-0300
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
---------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2022-0330'
 --- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
 --------------
@@ -35528,7 +35785,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 12 in the X datas point
 --------------
  --- Configuration:  0022-0030
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  7249844128.351241
  --- Energy:  42.05401520354165
  --- Workload:  304885000000.0
@@ -35549,7 +35806,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.83375292]
@@ -35557,15 +35822,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 196 in the X datas point
 --------------
- --- Configuration:  0222-0300
+ --- Configuration:  1011-3330
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9750580159.519491
- --- Energy:  43.43833566298026
- --- Workload:  423547000000.0
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
  --- Distance from that configuration:  [0.83375292]
@@ -35573,15 +35838,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10000990098.019703
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -35589,25 +35854,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
 --------------
- --- Configuration:  3003-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9353836943.914392
- --- Energy:  65.99051868650201
- --- Workload:  617264000000.0
+--- Median at position 4 in the list of neghbours, And at position 185 in the X datas point
 --------------
---------------
---- Median at position 4 in the list of neghbours, And at position 98 in the X datas point
---------------
- --- Configuration:  1011-3030
- --- Energy efficiency:  8871225293.637558
- --- Energy:  42.90551410725298
- --- Workload:  380626000000.0
+ --- Configuration:  1011-0330
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.90551410725298 mAh)  it is NOT far from the median.
----  Median :42.90551410725298,   the gap is :  10
+--- The energy of the current configuration (42.76899541535147 mAh)  it is NOT far from the median.
+---  Median :42.76899541535147,   the gap is :  10
 --- So No we don't romove this configuration '2022-0330'
  --- remove_aberrant_points: The value [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
@@ -35617,57 +35874,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0022-1111'
 --- Neighbour  0 in the list of neghbours, And at position 147 in the X datas point
@@ -35678,7 +35935,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  60.652013004669556
  --- Workload:  690523000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 10 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
  --- Distance from that configuration:  [0.83375292]
@@ -35686,7 +35959,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 13 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
  --- Distance from that configuration:  [0.76130039]
@@ -35694,7 +35975,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 109 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 109 in the X datas point
 --------------
  --- Configuration:  0011-2022
  --- Distance from that configuration:  [0.76130039]
@@ -35702,7 +35983,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  84.69065283515172
  --- Workload:  863842000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -35710,7 +35991,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 121 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 121 in the X datas point
 --------------
  --- Configuration:  0020-1100
  --- Distance from that configuration:  [0.76130039]
@@ -35718,7 +35999,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.85807704041302
  --- Workload:  279201000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 125 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 125 in the X datas point
 --------------
  --- Configuration:  2022-1001
  --- Distance from that configuration:  [0.76130039]
@@ -35726,30 +36007,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  50.34000387088341
  --- Workload:  530288000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
---------------
- --- Configuration:  0033-0011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 160 in the X datas point
---------------
- --- Configuration:  0222-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 165 in the X datas point
---------------
- --- Configuration:  3333-1111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111'
 --- Neighbour  0 in the list of neghbours, And at position 121 in the X datas point
 --------------
@@ -35762,7 +36019,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 13 in the X datas point
 --------------
  --- Configuration:  0011-1100
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [1.]
  --- Energy efficiency:  7650055845.407672
  --- Energy:  43.82652071469574
  --- Workload:  335276000000.0
@@ -35770,7 +36027,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  2 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  8376542330.856669
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
@@ -35778,7 +36035,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  3 in the list of neghbours, And at position 125 in the X datas point
 --------------
  --- Configuration:  2022-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10534122128.398308
  --- Energy:  50.34000387088341
  --- Workload:  530288000000.0
@@ -35786,42 +36043,42 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 10 in the X datas point
 --------------
  --- Configuration:  0011-0111
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8964027358.211496
  --- Energy:  50.74428137607953
  --- Workload:  454872000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 160 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 184 in the X datas point
 --------------
- --- Configuration:  0222-2220
+ --- Configuration:  0002-0111
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11414873580.275099
- --- Energy:  57.359112207692405
- --- Workload:  654747000000.0
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 139 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 182 in the X datas point
 --------------
- --- Configuration:  0033-0011
+ --- Configuration:  0020-1111
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8411277841.329655
- --- Energy:  59.541753106093076
- --- Workload:  500822000000.0
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 147 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
 --------------
  --- Configuration:  0022-1111
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11384996168.94879
- --- Energy:  60.652013004669556
- --- Workload:  690523000000.0
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 165 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 147 in the X datas point
 --------------
- --- Configuration:  3333-1111
+ --- Configuration:  0022-1111
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
 --------------
 --- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
 --------------
@@ -35851,57 +36108,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2220-0300'
 --- Neighbour  0 in the list of neghbours, And at position 148 in the X datas point
@@ -35936,7 +36193,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 168 in the X datas point
+--------------
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
@@ -35944,7 +36209,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 23 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 23 in the X datas point
 --------------
  --- Configuration:  3333-3300
  --- Distance from that configuration:  [0.76130039]
@@ -35952,7 +36217,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  75.09852863759252
  --- Workload:  748237000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
  --- Distance from that configuration:  [0.76130039]
@@ -35960,7 +36225,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
  --- Distance from that configuration:  [0.76130039]
@@ -35968,7 +36233,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.84120579706395
  --- Workload:  617498000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
  --- Distance from that configuration:  [0.76130039]
@@ -35976,32 +36241,32 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 122 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0300'
+--- Neighbour  0 in the list of neghbours, And at position 168 in the X datas point
 --------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2220-0300'
---- Neighbour  0 in the list of neghbours, And at position 148 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 148 in the X datas point
 --------------
  --- Configuration:  2220-0300
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  6002689204.763734
  --- Energy:  36.30048338737668
  --- Workload:  217901000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 28 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 28 in the X datas point
 --------------
  --- Configuration:  3330-3000
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  5822958761.806049
  --- Energy:  37.40635012737015
  --- Workload:  217816000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 142 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 142 in the X datas point
 --------------
  --- Configuration:  2220-0330
  --- Distance from that configuration:  [0.83375292]
@@ -36009,7 +36274,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07453960416718
  --- Workload:  347206000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 108 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 108 in the X datas point
 --------------
  --- Configuration:  0222-0300
  --- Distance from that configuration:  [0.83375292]
@@ -36017,7 +36282,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.43833566298026
  --- Workload:  423547000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 113 in the X datas point
 --------------
  --- Configuration:  2220-3330
  --- Distance from that configuration:  [0.76130039]
@@ -36025,7 +36290,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
  --- Distance from that configuration:  [0.76130039]
@@ -36033,14 +36298,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 122 in the X datas point
---------------
- --- Configuration:  1110-3330
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
---------------
 --- Neighbour  7 in the list of neghbours, And at position 90 in the X datas point
 --------------
  --- Configuration:  2222-2200
@@ -36066,18 +36323,18 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  748237000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 113 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 108 in the X datas point
 --------------
- --- Configuration:  2220-3330
- --- Energy efficiency:  9571301409.852697
- --- Energy:  49.20594289132612
- --- Workload:  470964000000.0
+ --- Configuration:  0222-0300
+ --- Energy efficiency:  9750580159.519491
+ --- Energy:  43.43833566298026
+ --- Workload:  423547000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.30048338737668 mAh)  is far from the median.
----  Median :49.20594289132612,   the gap is :  10
---- So yes we remove this configuration '2220-0300'
---- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] is  an abberant point. we don't add it
+--- The energy of the current configuration (43.43833566298026 mAh)  it is NOT far from the median.
+---  Median :43.43833566298026,   the gap is :  10
+--- So No we don't romove this configuration '2220-0300'
+ --- remove_aberrant_points: The value [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1]
 --- Computing the list of the 10 first neighbours of '3330-0101'
 *** START computing ci exp matrix 
@@ -36085,57 +36342,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3330-0101'
 --- Neighbour  0 in the list of neghbours, And at position 149 in the X datas point
@@ -36170,7 +36427,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  79.26313007840331
  --- Workload:  867738000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -36178,7 +36451,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -36186,7 +36459,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
  --- Distance from that configuration:  [0.76130039]
@@ -36194,7 +36467,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
@@ -36202,40 +36475,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
---- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3330-0101'
---- Neighbour  0 in the list of neghbours, And at position 51 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  29.0248902377268
- --- Workload:  60227600000.0
---------------
---- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
---------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  1980229389.772511
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.83375292]
@@ -36243,7 +36492,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 20 in the X datas point
 --------------
  --- Configuration:  3330-0000
  --- Distance from that configuration:  [0.83375292]
@@ -36251,18 +36500,26 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  32.51205394198035
  --- Workload:  174825000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 149 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 149 in the X datas point
 --------------
  --- Configuration:  3330-0101
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8262619084.997563
  --- Energy:  42.07329975259821
  --- Workload:  347637000000.0
 --------------
+--- Neighbour  4 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
 --- Neighbour  5 in the list of neghbours, And at position 21 in the X datas point
 --------------
  --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  8296551953.00833
  --- Energy:  59.045602086542516
  --- Workload:  489874000000.0
@@ -36275,13 +36532,13 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 179 in the X datas point
 --------------
- --- Configuration:  3000-0202
+ --- Configuration:  3333-0001
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
 --------------
 --- Neighbour  8 in the list of neghbours, And at position 134 in the X datas point
 --------------
@@ -36300,16 +36557,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  873162000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 149 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 183 in the X datas point
 --------------
- --- Configuration:  3330-0101
- --- Energy efficiency:  8262619084.997563
- --- Energy:  42.07329975259821
- --- Workload:  347637000000.0
+ --- Configuration:  3030-1101
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (42.07329975259821 mAh)  it is NOT far from the median.
----  Median :42.07329975259821,   the gap is :  10
+--- The energy of the current configuration (48.568093302538465 mAh)  it is NOT far from the median.
+---  Median :48.568093302538465,   the gap is :  10
 --- So No we don't romove this configuration '3330-0101'
  --- remove_aberrant_points: The value [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]
@@ -36319,57 +36576,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0001-0220'
 --- Neighbour  0 in the list of neghbours, And at position 150 in the X datas point
@@ -36553,57 +36810,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1100-0020'
 --- Neighbour  0 in the list of neghbours, And at position 151 in the X datas point
@@ -36787,57 +37044,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1001'
 --- Neighbour  0 in the list of neghbours, And at position 152 in the X datas point
@@ -36856,7 +37113,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 171 in the X datas point
+--------------
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.83375292]
@@ -36864,7 +37129,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
 --------------
  --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -36872,7 +37137,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 105 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 105 in the X datas point
 --------------
  --- Configuration:  0110-1001
  --- Distance from that configuration:  [0.83375292]
@@ -36880,7 +37145,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.820066635010036
  --- Workload:  313127000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 156 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 156 in the X datas point
 --------------
  --- Configuration:  2000-1001
  --- Distance from that configuration:  [0.83375292]
@@ -36888,7 +37153,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.03159908655608
  --- Workload:  270449000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 164 in the X datas point
 --------------
  --- Configuration:  2200-1000
  --- Distance from that configuration:  [0.83375292]
@@ -36896,7 +37161,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.164198939696966
  --- Workload:  176632000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
@@ -36904,7 +37169,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 33 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 33 in the X datas point
 --------------
  --- Configuration:  1000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -36912,14 +37177,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.543907709942122
  --- Workload:  29470600000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1001'
 --- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
 --------------
@@ -36937,23 +37194,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 37 in the X datas point
---------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
---------------
---- Neighbour  3 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 164 in the X datas point
 --------------
  --- Configuration:  2200-1000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  5023055826.242454
  --- Energy:  35.164198939696966
  --- Workload:  176632000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
 --------------
  --- Configuration:  1100-1000
  --- Distance from that configuration:  [0.83375292]
@@ -36961,7 +37210,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.68430426428569
  --- Workload:  218185000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 46 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
 --------------
  --- Configuration:  1000-1000
  --- Distance from that configuration:  [0.83375292]
@@ -36969,7 +37218,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.86022362180361
  --- Workload:  149735000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 156 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 156 in the X datas point
 --------------
  --- Configuration:  2000-1001
  --- Distance from that configuration:  [0.83375292]
@@ -36977,23 +37226,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.03159908655608
  --- Workload:  270449000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 152 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 152 in the X datas point
 --------------
  --- Configuration:  1100-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7522756337.9222145
  --- Energy:  41.562953026807364
  --- Workload:  312668000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 105 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 105 in the X datas point
 --------------
  --- Configuration:  0110-1001
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7487495881.877265
  --- Energy:  41.820066635010036
  --- Workload:  313127000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 7 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
 --------------
  --- Configuration:  1000-1010
  --- Distance from that configuration:  [0.76130039]
@@ -37001,17 +37250,25 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.85376093977719
  --- Workload:  278621000000.0
 --------------
+--- Neighbour  9 in the list of neghbours, And at position 171 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 42 in the X datas point
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
 --------------
- --- Configuration:  1100-1000
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+--------------
+--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.68430426428569 mAh)  it is NOT far from the median.
----  Median :36.68430426428569,   the gap is :  10
+--- The energy of the current configuration (36.86022362180361 mAh)  it is NOT far from the median.
+---  Median :36.86022362180361,   the gap is :  10
 --- So No we don't romove this configuration '1100-1001'
  --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1]
@@ -37021,57 +37278,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0220-2022'
 --- Neighbour  0 in the list of neghbours, And at position 153 in the X datas point
@@ -37098,7 +37355,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.18443043197562
  --- Workload:  314499000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 78 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 78 in the X datas point
 --------------
  --- Configuration:  0110-0020
  --- Distance from that configuration:  [0.76130039]
@@ -37106,7 +37371,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.31061849927073
  --- Workload:  211379000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 88 in the X datas point
 --------------
  --- Configuration:  2020-0022
  --- Distance from that configuration:  [0.76130039]
@@ -37114,7 +37379,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.93701913313123
  --- Workload:  577244000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
  --- Distance from that configuration:  [0.76130039]
@@ -37122,7 +37387,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 105 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 105 in the X datas point
 --------------
  --- Configuration:  0110-1001
  --- Distance from that configuration:  [0.76130039]
@@ -37130,7 +37395,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.820066635010036
  --- Workload:  313127000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 109 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 109 in the X datas point
 --------------
  --- Configuration:  0011-2022
  --- Distance from that configuration:  [0.76130039]
@@ -37138,7 +37403,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  84.69065283515172
  --- Workload:  863842000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -37146,24 +37411,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 115 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2022'
+--- Neighbour  0 in the list of neghbours, And at position 200 in the X datas point
 --------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2022'
---- Neighbour  0 in the list of neghbours, And at position 102 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 102 in the X datas point
 --------------
  --- Configuration:  0020-2000
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  4244013818.5089927
  --- Energy:  35.41951635507749
  --- Workload:  150321000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 78 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 78 in the X datas point
 --------------
  --- Configuration:  0110-0020
  --- Distance from that configuration:  [0.83375292]
@@ -37171,7 +37436,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.31061849927073
  --- Workload:  211379000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 76 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 76 in the X datas point
 --------------
  --- Configuration:  0220-0020
  --- Distance from that configuration:  [0.83375292]
@@ -37179,7 +37444,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.67117347490831
  --- Workload:  184845000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 105 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 105 in the X datas point
 --------------
  --- Configuration:  0110-1001
  --- Distance from that configuration:  [0.76130039]
@@ -37187,7 +37452,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.820066635010036
  --- Workload:  313127000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 84 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 84 in the X datas point
 --------------
  --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.76130039]
@@ -37195,7 +37460,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  43.18443043197562
  --- Workload:  314499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.76130039]
@@ -37203,14 +37468,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
---------------
- --- Configuration:  2220-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9479212087.891254
- --- Energy:  49.57175430186782
- --- Workload:  469901000000.0
---------------
 --- Neighbour  7 in the list of neghbours, And at position 88 in the X datas point
 --------------
  --- Configuration:  2020-0022
@@ -37236,16 +37493,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  863842000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 84 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 105 in the X datas point
 --------------
- --- Configuration:  0220-1001
- --- Energy efficiency:  7282684688.88371
- --- Energy:  43.18443043197562
- --- Workload:  314499000000.0
+ --- Configuration:  0110-1001
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
 --- The energy of the current configuration (83.48428558869355 mAh)  is far from the median.
----  Median :43.18443043197562,   the gap is :  10
+---  Median :41.820066635010036,   the gap is :  10
 --- So yes we remove this configuration '0220-2022'
 --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 1, 1] is  an abberant point. we don't add it
  --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]
@@ -37255,57 +37512,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0011'
 --- Neighbour  0 in the list of neghbours, And at position 154 in the X datas point
@@ -37316,7 +37573,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.16379423683102
  --- Workload:  279451000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -37324,7 +37589,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -37332,7 +37597,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.239529117166907
  --- Workload:  29535500000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 136 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 136 in the X datas point
 --------------
  --- Configuration:  2000-0022
  --- Distance from that configuration:  [0.83375292]
@@ -37340,7 +37605,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.3370683100252
  --- Workload:  534556000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.76130039]
@@ -37348,7 +37613,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -37356,7 +37621,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -37364,7 +37629,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -37372,7 +37637,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -37380,14 +37645,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0011'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -37400,7 +37657,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
 --------------
  --- Configuration:  3000-0000
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  1016987763.6032282
  --- Energy:  29.060137396486432
  --- Workload:  29553800000.0
@@ -37421,7 +37678,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 44 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 44 in the X datas point
 --------------
  --- Configuration:  3000-1000
  --- Distance from that configuration:  [0.76130039]
@@ -37429,7 +37694,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.46450751429702
  --- Workload:  194232000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 154 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 154 in the X datas point
 --------------
  --- Configuration:  3000-0011
  --- Distance from that configuration:  [0.76130039]
@@ -37437,7 +37702,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  41.16379423683102
  --- Workload:  279451000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 4 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 4 in the X datas point
 --------------
  --- Configuration:  3000-1110
  --- Distance from that configuration:  [0.76130039]
@@ -37445,7 +37710,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.41467631934382
  --- Workload:  400095000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -37453,7 +37718,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 136 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 136 in the X datas point
 --------------
  --- Configuration:  2000-0022
  --- Distance from that configuration:  [0.76130039]
@@ -37461,25 +37726,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.3370683100252
  --- Workload:  534556000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
---------------
- --- Configuration:  3000-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8354358468.81318
- --- Energy:  64.35822134376
- --- Workload:  537670000000.0
 --------------
+--- Median at position 4 in the list of neghbours, And at position 197 in the X datas point
 --------------
---- Median at position 4 in the list of neghbours, And at position 44 in the X datas point
---------------
- --- Configuration:  3000-1000
- --- Energy efficiency:  5326600510.288329
- --- Energy:  36.46450751429702
- --- Workload:  194232000000.0
+ --- Configuration:  3000-0001
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (36.46450751429702 mAh)  it is NOT far from the median.
----  Median :36.46450751429702,   the gap is :  10
+--- The energy of the current configuration (34.55029567760096 mAh)  it is NOT far from the median.
+---  Median :34.55029567760096,   the gap is :  10
 --- So No we don't romove this configuration '3000-0011'
  --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 1.0, 1, 0, 0, 1]
@@ -37489,57 +37746,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1111-2002'
 --- Neighbour  0 in the list of neghbours, And at position 155 in the X datas point
@@ -37723,57 +37980,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2000-1001'
 --- Neighbour  0 in the list of neghbours, And at position 156 in the X datas point
@@ -37957,57 +38214,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0220'
 --- Neighbour  0 in the list of neghbours, And at position 157 in the X datas point
@@ -38074,7 +38331,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  35.10473595313148
  --- Workload:  187327000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 6 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 6 in the X datas point
 --------------
  --- Configuration:  0020-0010
  --- Distance from that configuration:  [0.76130039]
@@ -38082,14 +38347,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
---------------
- --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2020-0220'
 --- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
 --------------
@@ -38107,7 +38364,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.82601141845538
  --- Workload:  147255000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 142 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 142 in the X datas point
 --------------
  --- Configuration:  2220-0330
  --- Distance from that configuration:  [0.83375292]
@@ -38115,7 +38380,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.07453960416718
  --- Workload:  347206000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 157 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 157 in the X datas point
 --------------
  --- Configuration:  2020-0220
  --- Distance from that configuration:  [0.83375292]
@@ -38123,7 +38388,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.10385161103808
  --- Workload:  314406000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
 --------------
  --- Configuration:  0020-2220
  --- Distance from that configuration:  [0.83375292]
@@ -38131,7 +38396,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  48.301162810596125
  --- Workload:  404596000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 115 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 115 in the X datas point
 --------------
  --- Configuration:  2220-2220
  --- Distance from that configuration:  [0.83375292]
@@ -38139,7 +38404,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.57175430186782
  --- Workload:  469901000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 146 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 146 in the X datas point
 --------------
  --- Configuration:  2022-0330
  --- Distance from that configuration:  [0.83375292]
@@ -38147,7 +38412,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.81557674440745
  --- Workload:  528993000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.83375292]
@@ -38155,7 +38420,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  54.74622776577034
  --- Workload:  617864000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 88 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 88 in the X datas point
 --------------
  --- Configuration:  2020-0022
  --- Distance from that configuration:  [0.76130039]
@@ -38163,25 +38428,17 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.93701913313123
  --- Workload:  577244000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
---------------
- --- Configuration:  0020-0202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8089829466.394849
- --- Energy:  66.44909360627778
- --- Workload:  537560000000.0
---------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 114 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 157 in the X datas point
 --------------
- --- Configuration:  0020-2220
- --- Energy efficiency:  8376542330.856669
- --- Energy:  48.301162810596125
- --- Workload:  404596000000.0
+ --- Configuration:  2020-0220
+ --- Energy efficiency:  7467367603.572389
+ --- Energy:  42.10385161103808
+ --- Workload:  314406000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (48.301162810596125 mAh)  it is NOT far from the median.
----  Median :48.301162810596125,   the gap is :  10
+--- The energy of the current configuration (42.10385161103808 mAh)  it is NOT far from the median.
+---  Median :42.10385161103808,   the gap is :  10
 --- So No we don't romove this configuration '2020-0220'
  --- remove_aberrant_points: The value [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]
@@ -38191,57 +38448,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2020-0030'
 --- Neighbour  0 in the list of neghbours, And at position 158 in the X datas point
@@ -38425,57 +38682,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '1111-3330'
 --- Neighbour  0 in the list of neghbours, And at position 159 in the X datas point
@@ -38502,7 +38759,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.7061517933472
  --- Workload:  467887000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.83375292]
@@ -38510,7 +38783,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 113 in the X datas point
 --------------
  --- Configuration:  2220-3330
  --- Distance from that configuration:  [0.83375292]
@@ -38518,56 +38791,48 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 3 in the X datas point
---------------
- --- Configuration:  2222-0220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11285968381.230984
- --- Energy:  54.74622776577034
- --- Workload:  617864000000.0
---------------
---- Neighbour  6 in the list of neghbours, And at position 57 in the X datas point
---------------
- --- Configuration:  0101-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
---------------
---- Neighbour  7 in the list of neghbours, And at position 68 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 185 in the X datas point
 --------------
- --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 187 in the X datas point
 --------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
- --- Configuration:  0101-0330
+ --- Configuration:  2222-0220
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
 --------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3330'
---- Neighbour  0 in the list of neghbours, And at position 93 in the X datas point
+--- Neighbour  0 in the list of neghbours, And at position 187 in the X datas point
 --------------
- --- Configuration:  0101-0330
+ --- Configuration:  1011-3030
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  7878296082.123358
- --- Energy:  42.51302006574951
- --- Workload:  334929000000.0
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 98 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
 --------------
  --- Configuration:  1011-3030
  --- Distance from that configuration:  [0.91310072]
@@ -38575,23 +38840,31 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  42.90551410725298
  --- Workload:  380626000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 57 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 192 in the X datas point
 --------------
- --- Configuration:  0101-2220
+ --- Configuration:  1111-3300
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  9185604320.908272
- --- Energy:  48.9191931692468
- --- Workload:  449351000000.0
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 113 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 113 in the X datas point
 --------------
  --- Configuration:  2220-3330
- --- Distance from that configuration:  [0.83375292]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  9571301409.852697
  --- Energy:  49.20594289132612
  --- Workload:  470964000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 122 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 122 in the X datas point
 --------------
  --- Configuration:  1110-3330
  --- Distance from that configuration:  [0.83375292]
@@ -38599,38 +38872,22 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  49.7061517933472
  --- Workload:  467887000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 159 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 159 in the X datas point
 --------------
  --- Configuration:  1111-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10965958375.4152
  --- Energy:  49.989818506242955
  --- Workload:  548186000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 97 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
 --------------
  --- Configuration:  1011-3330
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  10000990098.019703
  --- Energy:  50.66357196918862
  --- Workload:  506686000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 68 in the X datas point
---------------
- --- Configuration:  1001-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9166575000.916658
- --- Energy:  50.735447078258076
- --- Workload:  465069000000.0
---------------
---- Neighbour  8 in the list of neghbours, And at position 90 in the X datas point
---------------
- --- Configuration:  2222-2200
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11468876336.840899
- --- Energy:  53.84120579706395
- --- Workload:  617498000000.0
---------------
 --- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
 --------------
  --- Configuration:  2222-0220
@@ -38640,16 +38897,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  617864000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 122 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 113 in the X datas point
 --------------
- --- Configuration:  1110-3330
- --- Energy efficiency:  9413093613.215984
- --- Energy:  49.7061517933472
- --- Workload:  467887000000.0
+ --- Configuration:  2220-3330
+ --- Energy efficiency:  9571301409.852697
+ --- Energy:  49.20594289132612
+ --- Workload:  470964000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (49.7061517933472 mAh)  it is NOT far from the median.
----  Median :49.7061517933472,   the gap is :  10
+--- The energy of the current configuration (49.20594289132612 mAh)  it is NOT far from the median.
+---  Median :49.20594289132612,   the gap is :  10
 --- So No we don't romove this configuration '1111-3330'
  --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]
@@ -38659,57 +38916,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0222-2220'
 --- Neighbour  0 in the list of neghbours, And at position 160 in the X datas point
@@ -38893,57 +39150,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0303-0100'
 --- Neighbour  0 in the list of neghbours, And at position 2 in the X datas point
@@ -38994,7 +39251,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  40.5630522502661
  --- Workload:  304712000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 0 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
 --------------
  --- Configuration:  0303-1010
  --- Distance from that configuration:  [0.76130039]
@@ -39002,7 +39267,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  61.00540758755291
  --- Workload:  502499000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -39010,7 +39275,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -39018,16 +39283,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
 --------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '0303-0100'
---- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [1.]
@@ -39035,23 +39300,23 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 112 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 112 in the X datas point
 --------------
  --- Configuration:  0200-0100
- --- Distance from that configuration:  [1.]
+ --- Distance from that configuration:  [0.91310072]
  --- Energy efficiency:  4242843383.922169
  --- Energy:  35.404255909220375
  --- Workload:  150215000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 131 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 131 in the X datas point
 --------------
  --- Configuration:  0202-0200
- --- Distance from that configuration:  [0.91310072]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  7512075661.626064
  --- Energy:  40.5630522502661
  --- Workload:  304712000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 56 in the X datas point
 --------------
  --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.83375292]
@@ -39059,7 +39324,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  45.0383665719169
  --- Workload:  241564000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 161 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 161 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -39067,7 +39332,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  51.67993691242756
  --- Workload:  371696000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Distance from that configuration:  [0.83375292]
@@ -39075,7 +39340,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.38267358149647
  --- Workload:  371343000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 77 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 77 in the X datas point
 --------------
  --- Configuration:  0303-1000
  --- Distance from that configuration:  [0.76130039]
@@ -39083,14 +39348,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  53.6166443408558
  --- Workload:  371471000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 21 in the X datas point
---------------
- --- Configuration:  3333-0000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  8296551953.00833
- --- Energy:  59.045602086542516
- --- Workload:  489874000000.0
---------------
 --- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
@@ -39108,16 +39365,16 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Workload:  502499000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 161 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  0303-0100
- --- Energy efficiency:  7192278369.94203
- --- Energy:  51.67993691242756
- --- Workload:  371696000000.0
+ --- Configuration:  0303-0000
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (51.67993691242756 mAh)  it is NOT far from the median.
----  Median :51.67993691242756,   the gap is :  10
+--- The energy of the current configuration (45.0383665719169 mAh)  it is NOT far from the median.
+---  Median :45.0383665719169,   the gap is :  10
 --- So No we don't romove this configuration '0303-0100'
  --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
  --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
@@ -39127,57 +39384,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '0100-0200'
 --- Neighbour  0 in the list of neghbours, And at position 94 in the X datas point
@@ -39361,57 +39618,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2200-0002'
 --- Neighbour  0 in the list of neghbours, And at position 163 in the X datas point
@@ -39446,7 +39703,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  64.3370683100252
  --- Workload:  534556000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
  --- Configuration:  3303-0001
  --- Distance from that configuration:  [0.76130039]
@@ -39454,7 +39719,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  59.94594005320708
  --- Workload:  498819000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.76130039]
@@ -39462,7 +39727,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.76130039]
@@ -39470,7 +39735,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.76130039]
@@ -39478,7 +39743,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Distance from that configuration:  [0.76130039]
@@ -39486,14 +39751,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
---------------
- --- Configuration:  3300-2000
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
---------------
 --- Ordered by energy, Printing the list of the 10 first neighbours of '2200-0002'
 --- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
 --------------
@@ -39530,26 +39787,26 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
 --- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.76130039]
+ --- Distance from that configuration:  [0.83375292]
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 167 in the X datas point
 --------------
  --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
 --- Neighbour  7 in the list of neghbours, And at position 163 in the X datas point
 --------------
@@ -39595,57 +39852,57 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
 --- Ordered by distance, Printing the list of the 10 first neighbours of '2200-1000'
 --- Neighbour  0 in the list of neghbours, And at position 164 in the X datas point
@@ -39688,7 +39945,15 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  36.93355197432356
  --- Workload:  185980000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 19 in the X datas point
 --------------
  --- Configuration:  3300-0000
  --- Distance from that configuration:  [0.83375292]
@@ -39696,7 +39961,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.277288658122774
  --- Workload:  59956000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
 --------------
  --- Configuration:  2000-0000
  --- Distance from that configuration:  [0.83375292]
@@ -39704,7 +39969,7 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  29.02206558996354
  --- Workload:  29457300000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 36 in the X datas point
 --------------
  --- Configuration:  1100-0000
  --- Distance from that configuration:  [0.83375292]
@@ -39712,357 +39977,8771 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  30.059275323795035
  --- Workload:  60678300000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2200-1000'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
 --------------
  --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 164 in the X datas point
+--------------
+ --- Configuration:  2200-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5023055826.242454
+ --- Energy:  35.164198939696966
+ --- Workload:  176632000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 40 in the X datas point
+--------------
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
  --- Energy efficiency:  3029054692.61153
  --- Energy:  30.508250558695604
  --- Workload:  92411200000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (30.508250558695604 mAh)  it is NOT far from the median.
+---  Median :30.508250558695604,   the gap is :  10
+--- So No we don't romove this configuration '2200-1000'
+ --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '3333-1111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1111'
+--- Neighbour  0 in the list of neghbours, And at position 165 in the X datas point
+--------------
+ --- Configuration:  3333-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  11523551835.240866
+ --- Energy:  83.54140347554512
+ --- Workload:  962694000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 103 in the X datas point
+--------------
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 73 in the X datas point
+--------------
+ --- Configuration:  3330-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9229945635.620207
+ --- Energy:  51.28077619994492
+ --- Workload:  473319000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 106 in the X datas point
+--------------
+ --- Configuration:  3330-2202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10286076355.602003
+ --- Energy:  84.88778487940925
+ --- Workload:  873162000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 127 in the X datas point
+--------------
+ --- Configuration:  3033-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9521179864.608822
+ --- Energy:  66.3571751425295
+ --- Workload:  631797000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1111'
+--- Neighbour  0 in the list of neghbours, And at position 73 in the X datas point
+--------------
+ --- Configuration:  3330-2220
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9229945635.620207
+ --- Energy:  51.28077619994492
+ --- Workload:  473319000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 127 in the X datas point
+--------------
+ --- Configuration:  3033-1010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9521179864.608822
+ --- Energy:  66.3571751425295
+ --- Workload:  631797000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 103 in the X datas point
+--------------
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 165 in the X datas point
+--------------
+ --- Configuration:  3333-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11523551835.240866
+ --- Energy:  83.54140347554512
+ --- Workload:  962694000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 106 in the X datas point
+--------------
+ --- Configuration:  3330-2202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10286076355.602003
+ --- Energy:  84.88778487940925
+ --- Workload:  873162000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (83.54140347554512 mAh)  is far from the median.
+---  Median :67.46193459835338,   the gap is :  10
+--- So yes we remove this configuration '3333-1111'
+--- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0222-1000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0222-1000'
+--- Neighbour  0 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
+--------------
+ --- Configuration:  0303-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
+--------------
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 123 in the X datas point
+--------------
+ --- Configuration:  0111-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6681499595.769274
+ --- Energy:  37.38840673928198
+ --- Workload:  249811000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 0 in the X datas point
+--------------
+ --- Configuration:  0303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0222-1000'
+--- Neighbour  0 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 123 in the X datas point
+--------------
+ --- Configuration:  0111-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6681499595.769274
+ --- Energy:  37.38840673928198
+ --- Workload:  249811000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 82 in the X datas point
+--------------
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 77 in the X datas point
+--------------
+ --- Configuration:  0303-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 0 in the X datas point
+--------------
+ --- Configuration:  0303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (43.18443043197562 mAh)  it is NOT far from the median.
+---  Median :43.18443043197562,   the gap is :  10
+--- So No we don't romove this configuration '0222-1000'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '2200-2000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '2200-2000'
+--- Neighbour  0 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 41 in the X datas point
+--------------
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 164 in the X datas point
+--------------
+ --- Configuration:  2200-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5023055826.242454
+ --- Energy:  35.164198939696966
+ --- Workload:  176632000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
+--------------
+ --- Configuration:  3300-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
+--------------
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '2200-2000'
+--- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 164 in the X datas point
+--------------
+ --- Configuration:  2200-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5023055826.242454
+ --- Energy:  35.164198939696966
+ --- Workload:  176632000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 27 in the X datas point
+--------------
+ --- Configuration:  3300-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5072151352.996373
+ --- Energy:  36.711179058531826
+ --- Workload:  186205000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 40 in the X datas point
+--------------
+ --- Configuration:  3300-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5058399218.983161
+ --- Energy:  36.78276420172299
+ --- Workload:  186062000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 45 in the X datas point
+--------------
+ --- Configuration:  3000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4059018123.5159216
+ --- Energy:  36.96583597689362
+ --- Workload:  150045000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
+--------------
+ --- Configuration:  3300-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5026691733.102776
+ --- Energy:  36.9852979298838
+ --- Workload:  185914000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (36.68430426428569 mAh)  it is NOT far from the median.
+---  Median :36.68430426428569,   the gap is :  10
+--- So No we don't romove this configuration '2200-2000'
+ --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0330-0300'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0330-0300'
+--- Neighbour  0 in the list of neghbours, And at position 168 in the X datas point
+--------------
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 108 in the X datas point
+--------------
+ --- Configuration:  0222-0300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9750580159.519491
+ --- Energy:  43.43833566298026
+ --- Workload:  423547000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 148 in the X datas point
+--------------
+ --- Configuration:  2220-0300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6002689204.763734
+ --- Energy:  36.30048338737668
+ --- Workload:  217901000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 23 in the X datas point
+--------------
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 28 in the X datas point
+--------------
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 119 in the X datas point
+--------------
+ --- Configuration:  0333-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8477809334.068076
+ --- Energy:  58.764018507515395
+ --- Workload:  498189000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 142 in the X datas point
+--------------
+ --- Configuration:  2220-0330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8252186829.509821
+ --- Energy:  42.07453960416718
+ --- Workload:  347206000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 144 in the X datas point
+--------------
+ --- Configuration:  3330-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6057595619.146848
+ --- Energy:  36.12486526516549
+ --- Workload:  218830000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 1 in the X datas point
+--------------
+ --- Configuration:  0033-3000
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0330-0300'
+--- Neighbour  0 in the list of neghbours, And at position 168 in the X datas point
+--------------
+ --- Configuration:  0330-0300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5127442585.46165
+ --- Energy:  35.649584213611206
+ --- Workload:  182791000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 144 in the X datas point
+--------------
+ --- Configuration:  3330-0030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6057595619.146848
+ --- Energy:  36.12486526516549
+ --- Workload:  218830000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 148 in the X datas point
+--------------
+ --- Configuration:  2220-0300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6002689204.763734
+ --- Energy:  36.30048338737668
+ --- Workload:  217901000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 28 in the X datas point
+--------------
+ --- Configuration:  3330-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5822958761.806049
+ --- Energy:  37.40635012737015
+ --- Workload:  217816000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 142 in the X datas point
+--------------
+ --- Configuration:  2220-0330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8252186829.509821
+ --- Energy:  42.07453960416718
+ --- Workload:  347206000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 108 in the X datas point
+--------------
+ --- Configuration:  0222-0300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9750580159.519491
+ --- Energy:  43.43833566298026
+ --- Workload:  423547000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
+--------------
+ --- Configuration:  0033-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 119 in the X datas point
+--------------
+ --- Configuration:  0333-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8477809334.068076
+ --- Energy:  58.764018507515395
+ --- Workload:  498189000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 23 in the X datas point
+--------------
+ --- Configuration:  3333-3300
+ --- Distance from that configuration:  [0.69514393]
+ --- Energy efficiency:  9963434196.49885
+ --- Energy:  75.09852863759252
+ --- Workload:  748237000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (41.3450979000584 mAh)  it is NOT far from the median.
+---  Median :41.3450979000584,   the gap is :  10
+--- So No we don't romove this configuration '0330-0300'
+ --- remove_aberrant_points: The value [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0300-0000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0300-0000'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  29.0248902377268
+ --- Workload:  60227600000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 132 in the X datas point
+--------------
+ --- Configuration:  0300-0010
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3550266447.4968843
+ --- Energy:  34.61491775303547
+ --- Workload:  122892000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0300-0000'
+--- Neighbour  0 in the list of neghbours, And at position 169 in the X datas point
+--------------
+ --- Configuration:  0300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1047552602.8539523
+ --- Energy:  28.209089181571862
+ --- Workload:  29550500000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  29.0248902377268
+ --- Workload:  60227600000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 132 in the X datas point
+--------------
+ --- Configuration:  0300-0010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3550266447.4968843
+ --- Energy:  34.61491775303547
+ --- Workload:  122892000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
+---  Median :29.623247258891045,   the gap is :  10
+--- So No we don't romove this configuration '0300-0000'
+ --- remove_aberrant_points: The value [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '3030-0110'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0110'
+--- Neighbour  0 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 157 in the X datas point
+--------------
+ --- Configuration:  2020-0220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7467367603.572389
+ --- Energy:  42.10385161103808
+ --- Workload:  314406000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 188 in the X datas point
+--------------
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--------------
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0110'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 6 in the X datas point
+--------------
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 157 in the X datas point
+--------------
+ --- Configuration:  2020-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7467367603.572389
+ --- Energy:  42.10385161103808
+ --- Workload:  314406000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 188 in the X datas point
+--------------
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (32.51205394198035 mAh)  it is NOT far from the median.
+---  Median :32.51205394198035,   the gap is :  10
+--- So No we don't romove this configuration '3030-0110'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1]
+--- Computing the list of the 10 first neighbours of '1100-1011'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1100-1011'
+--- Neighbour  0 in the list of neghbours, And at position 171 in the X datas point
+--------------
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 152 in the X datas point
+--------------
+ --- Configuration:  1100-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7522756337.9222145
+ --- Energy:  41.562953026807364
+ --- Workload:  312668000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 7 in the X datas point
+--------------
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 105 in the X datas point
+--------------
+ --- Configuration:  0110-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 151 in the X datas point
+--------------
+ --- Configuration:  1100-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5236287472.182222
+ --- Energy:  35.478097414979636
+ --- Workload:  185774000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 156 in the X datas point
+--------------
+ --- Configuration:  2000-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6591219177.81132
+ --- Energy:  41.03159908655608
+ --- Workload:  270449000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 164 in the X datas point
+--------------
+ --- Configuration:  2200-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5023055826.242454
+ --- Energy:  35.164198939696966
+ --- Workload:  176632000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1100-1011'
+--- Neighbour  0 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 164 in the X datas point
+--------------
+ --- Configuration:  2200-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5023055826.242454
+ --- Energy:  35.164198939696966
+ --- Workload:  176632000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 151 in the X datas point
+--------------
+ --- Configuration:  1100-0020
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5236287472.182222
+ --- Energy:  35.478097414979636
+ --- Workload:  185774000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 42 in the X datas point
+--------------
+ --- Configuration:  1100-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5947637003.818383
+ --- Energy:  36.68430426428569
+ --- Workload:  218185000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 156 in the X datas point
+--------------
+ --- Configuration:  2000-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6591219177.81132
+ --- Energy:  41.03159908655608
+ --- Workload:  270449000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 152 in the X datas point
+--------------
+ --- Configuration:  1100-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7522756337.9222145
+ --- Energy:  41.562953026807364
+ --- Workload:  312668000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 105 in the X datas point
+--------------
+ --- Configuration:  0110-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 7 in the X datas point
+--------------
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 171 in the X datas point
+--------------
+ --- Configuration:  1100-1011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9277212383.22309
+ --- Energy:  48.61244404745341
+ --- Workload:  450987000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (48.61244404745341 mAh)  is far from the median.
+---  Median :36.86022362180361,   the gap is :  10
+--- So yes we remove this configuration '1100-1011'
+--- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 0.0, 1, 0, 1, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '3303-0111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3303-0111'
+--- Neighbour  0 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 103 in the X datas point
+--------------
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 165 in the X datas point
+--------------
+ --- Configuration:  3333-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11523551835.240866
+ --- Energy:  83.54140347554512
+ --- Workload:  962694000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3303-0111'
+--- Neighbour  0 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 172 in the X datas point
+--------------
+ --- Configuration:  3303-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10225586667.47108
+ --- Energy:  73.36262541667716
+ --- Workload:  750176000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 103 in the X datas point
+--------------
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 165 in the X datas point
+--------------
+ --- Configuration:  3333-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11523551835.240866
+ --- Energy:  83.54140347554512
+ --- Workload:  962694000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 14 in the X datas point
+--------------
+ --- Configuration:  3303-1010
+ --- Energy efficiency:  9340120487.55429
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (67.3857084084629 mAh)  it is NOT far from the median.
+---  Median :67.3857084084629,   the gap is :  10
+--- So No we don't romove this configuration '3303-0111'
+ --- remove_aberrant_points: The value [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '3003-0220'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3003-0220'
+--- Neighbour  0 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 110 in the X datas point
+--------------
+ --- Configuration:  3003-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9353836943.914392
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 124 in the X datas point
+--------------
+ --- Configuration:  0033-0220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8384408354.2244835
+ --- Energy:  59.697236073290554
+ --- Workload:  500528000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 31 in the X datas point
+--------------
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 49 in the X datas point
+--------------
+ --- Configuration:  3000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8354358468.81318
+ --- Energy:  64.35822134376
+ --- Workload:  537670000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 61 in the X datas point
+--------------
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 85 in the X datas point
+--------------
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3003-0220'
+--- Neighbour  0 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 61 in the X datas point
+--------------
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 31 in the X datas point
+--------------
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 173 in the X datas point
+--------------
+ --- Configuration:  3003-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8528930131.004368
+ --- Energy:  58.99281399223083
+ --- Workload:  503147000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 124 in the X datas point
+--------------
+ --- Configuration:  0033-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8384408354.2244835
+ --- Energy:  59.697236073290554
+ --- Workload:  500528000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 49 in the X datas point
+--------------
+ --- Configuration:  3000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8354358468.81318
+ --- Energy:  64.35822134376
+ --- Workload:  537670000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 85 in the X datas point
+--------------
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
+--------------
+ --- Configuration:  3003-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9353836943.914392
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (54.74622776577034 mAh)  it is NOT far from the median.
+---  Median :54.74622776577034,   the gap is :  10
+--- So No we don't romove this configuration '3003-0220'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1]
+--- Computing the list of the 10 first neighbours of '1000-0202'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0202'
+--- Neighbour  0 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 52 in the X datas point
+--------------
+ --- Configuration:  1101-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9914340101.522842
+ --- Energy:  65.015157087009
+ --- Workload:  644582000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 54 in the X datas point
+--------------
+ --- Configuration:  1001-0002
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7043096708.760907
+ --- Energy:  47.6050128004243
+ --- Workload:  335286000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 33 in the X datas point
+--------------
+ --- Configuration:  1000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0202'
+--- Neighbour  0 in the list of neghbours, And at position 33 in the X datas point
+--------------
+ --- Configuration:  1000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 54 in the X datas point
+--------------
+ --- Configuration:  1001-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7043096708.760907
+ --- Energy:  47.6050128004243
+ --- Workload:  335286000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 174 in the X datas point
+--------------
+ --- Configuration:  1000-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8327920185.212945
+ --- Energy:  64.17430044494624
+ --- Workload:  534437000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 52 in the X datas point
+--------------
+ --- Configuration:  1101-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9914340101.522842
+ --- Energy:  65.015157087009
+ --- Workload:  644582000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (64.17430044494624 mAh)  is far from the median.
+---  Median :42.80059101405426,   the gap is :  10
+--- So yes we remove this configuration '1000-0202'
+--- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1.0, 0, 1, 0, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '1000-0100'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-0100'
+--- Neighbour  0 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 33 in the X datas point
+--------------
+ --- Configuration:  1000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 16 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 17 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 32 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1000-0100'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 33 in the X datas point
+--------------
+ --- Configuration:  1000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  997516184.7000968
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 16 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 36 in the X datas point
+--------------
+ --- Configuration:  1100-0000
+ --- Energy efficiency:  2018619748.5607243
+ --- Energy:  30.059275323795035
+ --- Workload:  60678300000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (30.059275323795035 mAh)  it is NOT far from the median.
+---  Median :30.059275323795035,   the gap is :  10
+--- So No we don't romove this configuration '1000-0100'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '0030-2200'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0030-2200'
+--- Neighbour  0 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 79 in the X datas point
+--------------
+ --- Configuration:  0030-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 92 in the X datas point
+--------------
+ --- Configuration:  0033-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8336042547.16116
+ --- Energy:  59.96771726749321
+ --- Workload:  499893000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 61 in the X datas point
+--------------
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 102 in the X datas point
+--------------
+ --- Configuration:  0020-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4244013818.5089927
+ --- Energy:  35.41951635507749
+ --- Workload:  150321000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
+--------------
+ --- Configuration:  0033-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0030-2200'
+--- Neighbour  0 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 102 in the X datas point
+--------------
+ --- Configuration:  0020-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4244013818.5089927
+ --- Energy:  35.41951635507749
+ --- Workload:  150321000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 79 in the X datas point
+--------------
+ --- Configuration:  0030-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 176 in the X datas point
+--------------
+ --- Configuration:  0030-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6743861400.160503
+ --- Energy:  41.3450979000584
+ --- Workload:  278825000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 61 in the X datas point
+--------------
+ --- Configuration:  3000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6519117311.516021
+ --- Energy:  42.79271109577192
+ --- Workload:  278971000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 1 in the X datas point
+--------------
+ --- Configuration:  0033-3000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6957102505.948323
+ --- Energy:  53.35616382684589
+ --- Workload:  371205000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 92 in the X datas point
+--------------
+ --- Configuration:  0033-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8336042547.16116
+ --- Energy:  59.96771726749321
+ --- Workload:  499893000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (41.85807704041302 mAh)  it is NOT far from the median.
+---  Median :41.85807704041302,   the gap is :  10
+--- So No we don't romove this configuration '0030-2200'
+ --- remove_aberrant_points: The value [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '0202-0001'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0202-0001'
+--- Neighbour  0 in the list of neghbours, And at position 177 in the X datas point
+--------------
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 82 in the X datas point
+--------------
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 15 in the X datas point
+--------------
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0202-0001'
+--- Neighbour  0 in the list of neghbours, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1998856653.9939156
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 177 in the X datas point
+--------------
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 82 in the X datas point
+--------------
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 15 in the X datas point
+--------------
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 201 in the X datas point
+--------------
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (45.78293727571249 mAh)  it is NOT far from the median.
+---  Median :45.78293727571249,   the gap is :  10
+--- So No we don't romove this configuration '0202-0001'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '0333-0002'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0333-0002'
+--- Neighbour  0 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 85 in the X datas point
+--------------
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 119 in the X datas point
+--------------
+ --- Configuration:  0333-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8477809334.068076
+ --- Energy:  58.764018507515395
+ --- Workload:  498189000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 139 in the X datas point
+--------------
+ --- Configuration:  0033-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8411277841.329655
+ --- Energy:  59.541753106093076
+ --- Workload:  500822000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0333-0002'
+--- Neighbour  0 in the list of neghbours, And at position 56 in the X datas point
+--------------
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 119 in the X datas point
+--------------
+ --- Configuration:  0333-0030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8477809334.068076
+ --- Energy:  58.764018507515395
+ --- Workload:  498189000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 139 in the X datas point
+--------------
+ --- Configuration:  0033-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8411277841.329655
+ --- Energy:  59.541753106093076
+ --- Workload:  500822000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 85 in the X datas point
+--------------
+ --- Configuration:  3003-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7595205906.032112
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 139 in the X datas point
+--------------
+ --- Configuration:  0033-0011
+ --- Energy efficiency:  8411277841.329655
+ --- Energy:  59.541753106093076
+ --- Workload:  500822000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (70.26399021141525 mAh)  is far from the median.
+---  Median :59.541753106093076,   the gap is :  10
+--- So yes we remove this configuration '0333-0002'
+--- remove_aberrant_points: The value [2.0, 0, 1, 1, 1, 1.0, 0, 0, 0, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '3333-0001'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3333-0001'
+--- Neighbour  0 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 149 in the X datas point
+--------------
+ --- Configuration:  3330-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8262619084.997563
+ --- Energy:  42.07329975259821
+ --- Workload:  347637000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3333-0001'
+--- Neighbour  0 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 149 in the X datas point
+--------------
+ --- Configuration:  3330-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8262619084.997563
+ --- Energy:  42.07329975259821
+ --- Workload:  347637000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 179 in the X datas point
+--------------
+ --- Configuration:  3333-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9681573061.991112
+ --- Energy:  64.59775499830239
+ --- Workload:  625410000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 96 in the X datas point
+--------------
+ --- Configuration:  0333-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9607255399.277534
+ --- Energy:  65.95120166169613
+ --- Workload:  633609000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 178 in the X datas point
+--------------
+ --- Configuration:  0333-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8955437741.79682
+ --- Energy:  70.26399021141525
+ --- Workload:  629243000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (59.045602086542516 mAh)  it is NOT far from the median.
+---  Median :59.045602086542516,   the gap is :  10
+--- So No we don't romove this configuration '3333-0001'
+ --- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '1000-2200'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1000-2200'
+--- Neighbour  0 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 67 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 66 in the X datas point
+--------------
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1000-2200'
+--- Neighbour  0 in the list of neghbours, And at position 66 in the X datas point
+--------------
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 46 in the X datas point
+--------------
+ --- Configuration:  1000-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4062233415.93208
+ --- Energy:  36.86022362180361
+ --- Workload:  149735000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 63 in the X datas point
+--------------
+ --- Configuration:  2000-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6539495281.754154
+ --- Energy:  42.61363347008094
+ --- Workload:  278672000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 180 in the X datas point
+--------------
+ --- Configuration:  1000-2200
+ --- Energy efficiency:  6563747111.951271
+ --- Energy:  40.76551455796704
+ --- Workload:  267574000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (40.76551455796704 mAh)  it is NOT far from the median.
+---  Median :40.76551455796704,   the gap is :  10
+--- So No we don't romove this configuration '1000-2200'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '1100-3000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1100-3000'
+--- Neighbour  0 in the list of neghbours, And at position 181 in the X datas point
+--------------
+ --- Configuration:  1100-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 129 in the X datas point
+--------------
+ --- Configuration:  0100-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4292324465.390988
+ --- Energy:  34.94046355190528
+ --- Workload:  149976000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 24 in the X datas point
+--------------
+ --- Configuration:  0000-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 95 in the X datas point
+--------------
+ --- Configuration:  1101-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6788174999.151478
+ --- Energy:  36.70897651674008
+ --- Workload:  249187000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 66 in the X datas point
+--------------
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1100-3000'
+--- Neighbour  0 in the list of neghbours, And at position 129 in the X datas point
+--------------
+ --- Configuration:  0100-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  4292324465.390988
+ --- Energy:  34.94046355190528
+ --- Workload:  149976000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 181 in the X datas point
+--------------
+ --- Configuration:  1100-3000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5338401255.591975
+ --- Energy:  35.023609845408956
+ --- Workload:  186970000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 167 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 66 in the X datas point
+--------------
+ --- Configuration:  0000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3331046015.069652
+ --- Energy:  35.40657570372512
+ --- Workload:  117941000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 24 in the X datas point
+--------------
+ --- Configuration:  0000-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 59 in the X datas point
+--------------
+ --- Configuration:  2000-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4153496621.1304984
+ --- Energy:  36.241340818491324
+ --- Workload:  150528000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 95 in the X datas point
+--------------
+ --- Configuration:  1101-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6788174999.151478
+ --- Energy:  36.70897651674008
+ --- Workload:  249187000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 24 in the X datas point
+--------------
+ --- Configuration:  0000-3000
+ --- Energy efficiency:  3307720550.5370083
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (35.59789292409111 mAh)  it is NOT far from the median.
+---  Median :35.59789292409111,   the gap is :  10
+--- So No we don't romove this configuration '1100-3000'
+ --- remove_aberrant_points: The value [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '0020-1111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0020-1111'
+--- Neighbour  0 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 186 in the X datas point
+--------------
+ --- Configuration:  0000-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9945201937.325336
+ --- Energy:  53.14600789669191
+ --- Workload:  528549000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 6 in the X datas point
+--------------
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0020-1111'
+--- Neighbour  0 in the list of neghbours, And at position 6 in the X datas point
+--------------
+ --- Configuration:  0020-0010
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  3998672440.749671
+ --- Energy:  36.82601141845538
+ --- Workload:  147255000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 186 in the X datas point
+--------------
+ --- Configuration:  0000-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9945201937.325336
+ --- Energy:  53.14600789669191
+ --- Workload:  528549000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (50.74428137607953 mAh)  it is NOT far from the median.
+---  Median :50.74428137607953,   the gap is :  10
+--- So No we don't romove this configuration '0020-1111'
+ --- remove_aberrant_points: The value [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1]
+--- Computing the list of the 10 first neighbours of '3030-1101'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-1101'
+--- Neighbour  0 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 140 in the X datas point
+--------------
+ --- Configuration:  3030-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8447801037.389967
+ --- Energy:  43.884169684615244
+ --- Workload:  370724000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 60 in the X datas point
+--------------
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 106 in the X datas point
+--------------
+ --- Configuration:  3330-2202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10286076355.602003
+ --- Energy:  84.88778487940925
+ --- Workload:  873162000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 138 in the X datas point
+--------------
+ --- Configuration:  3030-2002
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8823477508.95583
+ --- Energy:  65.30338482528335
+ --- Workload:  576204000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 149 in the X datas point
+--------------
+ --- Configuration:  3330-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8262619084.997563
+ --- Energy:  42.07329975259821
+ --- Workload:  347637000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-1101'
+--- Neighbour  0 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 149 in the X datas point
+--------------
+ --- Configuration:  3330-0101
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8262619084.997563
+ --- Energy:  42.07329975259821
+ --- Workload:  347637000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 60 in the X datas point
+--------------
+ --- Configuration:  3000-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6443423519.784533
+ --- Energy:  43.3608751201712
+ --- Workload:  279393000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 140 in the X datas point
+--------------
+ --- Configuration:  3030-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8447801037.389967
+ --- Energy:  43.884169684615244
+ --- Workload:  370724000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 4 in the X datas point
+--------------
+ --- Configuration:  3000-1110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8096707069.234942
+ --- Energy:  49.41467631934382
+ --- Workload:  400095000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 138 in the X datas point
+--------------
+ --- Configuration:  3030-2002
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8823477508.95583
+ --- Energy:  65.30338482528335
+ --- Workload:  576204000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 83 in the X datas point
+--------------
+ --- Configuration:  3003-1101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9428892010.8998
+ --- Energy:  67.46193459835338
+ --- Workload:  636090000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 134 in the X datas point
+--------------
+ --- Configuration:  3333-1101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10947566629.6274
+ --- Energy:  79.26313007840331
+ --- Workload:  867738000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 106 in the X datas point
+--------------
+ --- Configuration:  3330-2202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10286076355.602003
+ --- Energy:  84.88778487940925
+ --- Workload:  873162000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 183 in the X datas point
+--------------
+ --- Configuration:  3030-1101
+ --- Energy efficiency:  9152396555.037937
+ --- Energy:  48.568093302538465
+ --- Workload:  444514000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (48.568093302538465 mAh)  it is NOT far from the median.
+---  Median :48.568093302538465,   the gap is :  10
+--- So No we don't romove this configuration '3030-1101'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '0002-0111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0002-0111'
+--- Neighbour  0 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
+--------------
+ --- Configuration:  0033-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8411277841.329655
+ --- Energy:  59.541753106093076
+ --- Workload:  500822000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 143 in the X datas point
+--------------
+ --- Configuration:  2002-0010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7393168712.11001
+ --- Energy:  41.1753628489377
+ --- Workload:  304417000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 150 in the X datas point
+--------------
+ --- Configuration:  0001-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9243340173.405062
+ --- Energy:  40.84258552984255
+ --- Workload:  377523000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0002-0111'
+--- Neighbour  0 in the list of neghbours, And at position 150 in the X datas point
+--------------
+ --- Configuration:  0001-0220
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9243340173.405062
+ --- Energy:  40.84258552984255
+ --- Workload:  377523000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 143 in the X datas point
+--------------
+ --- Configuration:  2002-0010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7393168712.11001
+ --- Energy:  41.1753628489377
+ --- Workload:  304417000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 126 in the X datas point
+--------------
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 139 in the X datas point
+--------------
+ --- Configuration:  0033-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8411277841.329655
+ --- Energy:  59.541753106093076
+ --- Workload:  500822000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 55 in the X datas point
+--------------
+ --- Configuration:  2002-0101
+ --- Energy efficiency:  8950387999.31977
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (47.4541739001796 mAh)  it is NOT far from the median.
+---  Median :47.4541739001796,   the gap is :  10
+--- So No we don't romove this configuration '0002-0111'
+ --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '1011-0330'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0330'
+--- Neighbour  0 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 146 in the X datas point
+--------------
+ --- Configuration:  2022-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10619025470.794495
+ --- Energy:  49.81557674440745
+ --- Workload:  528993000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0330'
+--- Neighbour  0 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 146 in the X datas point
+--------------
+ --- Configuration:  2022-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10619025470.794495
+ --- Energy:  49.81557674440745
+ --- Workload:  528993000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 3 in the X datas point
+--------------
+ --- Configuration:  2222-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11285968381.230984
+ --- Energy:  54.74622776577034
+ --- Workload:  617864000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (49.51707772839275 mAh)  it is NOT far from the median.
+---  Median :49.51707772839275,   the gap is :  10
+--- So No we don't romove this configuration '1011-0330'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '0000-1111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0000-1111'
+--- Neighbour  0 in the list of neghbours, And at position 186 in the X datas point
+--------------
+ --- Configuration:  0000-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9945201937.325336
+ --- Energy:  53.14600789669191
+ --- Workload:  528549000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 7 in the X datas point
+--------------
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 65 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 67 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 71 in the X datas point
+--------------
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 99 in the X datas point
+--------------
+ --- Configuration:  0010-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6657080470.788732
+ --- Energy:  41.37346586900227
+ --- Workload:  275426000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0000-1111'
+--- Neighbour  0 in the list of neghbours, And at position 65 in the X datas point
+--------------
+ --- Configuration:  0000-1000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  3145168392.3157244
+ --- Energy:  35.44774676664167
+ --- Workload:  111489000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 71 in the X datas point
+--------------
+ --- Configuration:  0000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3321398441.599851
+ --- Energy:  35.588916806469584
+ --- Workload:  118205000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 99 in the X datas point
+--------------
+ --- Configuration:  0010-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6657080470.788732
+ --- Energy:  41.37346586900227
+ --- Workload:  275426000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 67 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 62 in the X datas point
+--------------
+ --- Configuration:  1000-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6448575832.027497
+ --- Energy:  42.80059101405426
+ --- Workload:  276003000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 7 in the X datas point
+--------------
+ --- Configuration:  1000-1010
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6501654671.113798
+ --- Energy:  42.85376093977719
+ --- Workload:  278621000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 186 in the X datas point
+--------------
+ --- Configuration:  0000-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9945201937.325336
+ --- Energy:  53.14600789669191
+ --- Workload:  528549000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 67 in the X datas point
+--------------
+ --- Configuration:  0000-2200
+ --- Energy efficiency:  5724131219.984087
+ --- Energy:  42.51731520413714
+ --- Workload:  243375000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (53.14600789669191 mAh)  is far from the median.
+---  Median :42.51731520413714,   the gap is :  10
+--- So yes we remove this configuration '0000-1111'
+--- remove_aberrant_points: The value [0, 0, 0, 0, 0, 0.0, 1, 1, 1, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
+--- Computing the list of the 10 first neighbours of '1011-3030'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3030'
+--- Neighbour  0 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 101 in the X datas point
+--------------
+ --- Configuration:  0011-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6806981239.9597025
+ --- Energy:  35.94259902860859
+ --- Workload:  244660000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 117 in the X datas point
+--------------
+ --- Configuration:  2020-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7529950377.627011
+ --- Energy:  41.87227309237855
+ --- Workload:  315295000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3030'
+--- Neighbour  0 in the list of neghbours, And at position 101 in the X datas point
+--------------
+ --- Configuration:  0011-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6806981239.9597025
+ --- Energy:  35.94259902860859
+ --- Workload:  244660000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 47 in the X datas point
+--------------
+ --- Configuration:  1001-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5236095548.271565
+ --- Energy:  39.7073615035878
+ --- Workload:  207911000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 117 in the X datas point
+--------------
+ --- Configuration:  2020-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7529950377.627011
+ --- Energy:  41.87227309237855
+ --- Workload:  315295000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (42.547359911496315 mAh)  it is NOT far from the median.
+---  Median :42.547359911496315,   the gap is :  10
+--- So No we don't romove this configuration '1011-3030'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '3033-0100'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3033-0100'
+--- Neighbour  0 in the list of neghbours, And at position 188 in the X datas point
+--------------
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3033-0100'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 170 in the X datas point
+--------------
+ --- Configuration:  3030-0110
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7504014647.836593
+ --- Energy:  41.82593528076137
+ --- Workload:  313863000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 2 in the X datas point
+--------------
+ --- Configuration:  0303-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6956231392.081026
+ --- Energy:  53.38267358149647
+ --- Workload:  371343000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 188 in the X datas point
+--------------
+ --- Configuration:  3033-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8513391564.931638
+ --- Energy:  58.43142458623579
+ --- Workload:  497450000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (58.43142458623579 mAh)  is far from the median.
+---  Median :32.51205394198035,   the gap is :  10
+--- So yes we remove this configuration '3033-0100'
+--- remove_aberrant_points: The value [2.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '3030-0000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3030-0000'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3030-0000'
+--- Neighbour  0 in the list of neghbours, And at position 189 in the X datas point
+--------------
+ --- Configuration:  3030-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2117186259.461176
+ --- Energy:  28.69675782439391
+ --- Workload:  60756400000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 39 in the X datas point
+--------------
+ --- Configuration:  2220-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3029054692.61153
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 20 in the X datas point
+--------------
+ --- Configuration:  3330-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5377240292.736961
+ --- Energy:  32.51205394198035
+ --- Workload:  174825000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 21 in the X datas point
+--------------
+ --- Configuration:  3333-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8296551953.00833
+ --- Energy:  59.045602086542516
+ --- Workload:  489874000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 5 in the X datas point
+--------------
+ --- Configuration:  0030-0000
+ --- Energy efficiency:  994906080.8659663
+ --- Energy:  29.623247258891045
+ --- Workload:  29472300000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (29.623247258891045 mAh)  it is NOT far from the median.
+---  Median :29.623247258891045,   the gap is :  10
+--- So No we don't romove this configuration '3030-0000'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '0111-0001'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0111-0001'
+--- Neighbour  0 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 105 in the X datas point
+--------------
+ --- Configuration:  0110-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 128 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8622547962.923044
+ --- Energy:  48.5763010995366
+ --- Workload:  418853000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 177 in the X datas point
+--------------
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 38 in the X datas point
+--------------
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0111-0001'
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 38 in the X datas point
+--------------
+ --- Configuration:  1110-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2905397356.669485
+ --- Energy:  30.668041259477853
+ --- Workload:  89102900000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 177 in the X datas point
+--------------
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 105 in the X datas point
+--------------
+ --- Configuration:  0110-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7487495881.877265
+ --- Energy:  41.820066635010036
+ --- Workload:  313127000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 128 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8622547962.923044
+ --- Energy:  48.5763010995366
+ --- Workload:  418853000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (40.0701934667281 mAh)  it is NOT far from the median.
+---  Median :40.0701934667281,   the gap is :  10
+--- So No we don't romove this configuration '0111-0001'
+ --- remove_aberrant_points: The value [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0011-0000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0011-0000'
+--- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 17 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 32 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0011-0000'
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 32 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  29.957415812958512
+ --- Workload:  0.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 17 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.027102694886654
+ --- Workload:  0.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 16 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 190 in the X datas point
+--------------
+ --- Configuration:  0111-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6254338947.644929
+ --- Energy:  35.98594879953233
+ --- Workload:  225068000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 48 in the X datas point
+--------------
+ --- Configuration:  0111-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3139835723.7949314
+ --- Energy:  40.0701934667281
+ --- Workload:  125814000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 16 in the X datas point
+--------------
+ --- Configuration:  0000-0000
+ --- Energy efficiency:  0.08333333333333333
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (30.299284062105812 mAh)  it is NOT far from the median.
+---  Median :30.299284062105812,   the gap is :  10
+--- So No we don't romove this configuration '0011-0000'
+ --- remove_aberrant_points: The value [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '1111-3300'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1111-3300'
+--- Neighbour  0 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 90 in the X datas point
+--------------
+ --- Configuration:  2222-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  11468876336.840899
+ --- Energy:  53.84120579706395
+ --- Workload:  617498000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 122 in the X datas point
+--------------
+ --- Configuration:  1110-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9413093613.215984
+ --- Energy:  49.7061517933472
+ --- Workload:  467887000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 9 in the X datas point
+--------------
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 89 in the X datas point
+--------------
+ --- Configuration:  0011-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7849108733.703288
+ --- Energy:  42.07381484773657
+ --- Workload:  330242000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 95 in the X datas point
+--------------
+ --- Configuration:  1101-2000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6788174999.151478
+ --- Energy:  36.70897651674008
+ --- Workload:  249187000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1111-3300'
+--- Neighbour  0 in the list of neghbours, And at position 95 in the X datas point
+--------------
+ --- Configuration:  1101-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6788174999.151478
+ --- Energy:  36.70897651674008
+ --- Workload:  249187000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 89 in the X datas point
+--------------
+ --- Configuration:  0011-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  7849108733.703288
+ --- Energy:  42.07381484773657
+ --- Workload:  330242000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 9 in the X datas point
+--------------
+ --- Configuration:  0010-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6532788063.289651
+ --- Energy:  42.64544340651106
+ --- Workload:  278594000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 122 in the X datas point
+--------------
+ --- Configuration:  1110-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9413093613.215984
+ --- Energy:  49.7061517933472
+ --- Workload:  467887000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 90 in the X datas point
+--------------
+ --- Configuration:  2222-2200
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11468876336.840899
+ --- Energy:  53.84120579706395
+ --- Workload:  617498000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 192 in the X datas point
+--------------
+ --- Configuration:  1111-3300
+ --- Energy efficiency:  9442424814.692413
+ --- Energy:  43.80740929766881
+ --- Workload:  413650000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (43.80740929766881 mAh)  it is NOT far from the median.
+---  Median :43.80740929766881,   the gap is :  10
+--- So No we don't romove this configuration '1111-3300'
+ --- remove_aberrant_points: The value [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '0010-0222'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0010-0222'
+--- Neighbour  0 in the list of neghbours, And at position 193 in the X datas point
+--------------
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 99 in the X datas point
+--------------
+ --- Configuration:  0010-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6657080470.788732
+ --- Energy:  41.37346586900227
+ --- Workload:  275426000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 78 in the X datas point
+--------------
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 88 in the X datas point
+--------------
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 150 in the X datas point
+--------------
+ --- Configuration:  0001-0220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9243340173.405062
+ --- Energy:  40.84258552984255
+ --- Workload:  377523000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0010-0222'
+--- Neighbour  0 in the list of neghbours, And at position 78 in the X datas point
+--------------
+ --- Configuration:  0110-0020
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5821399464.43125
+ --- Energy:  36.31061849927073
+ --- Workload:  211379000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 150 in the X datas point
+--------------
+ --- Configuration:  0001-0220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9243340173.405062
+ --- Energy:  40.84258552984255
+ --- Workload:  377523000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 99 in the X datas point
+--------------
+ --- Configuration:  0010-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6657080470.788732
+ --- Energy:  41.37346586900227
+ --- Workload:  275426000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 88 in the X datas point
+--------------
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 8 in the X datas point
+--------------
+ --- Configuration:  0020-0202
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8089829466.394849
+ --- Energy:  66.44909360627778
+ --- Workload:  537560000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 193 in the X datas point
+--------------
+ --- Configuration:  0010-0222
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9876153040.867521
+ --- Energy:  82.55859277633934
+ --- Workload:  815359000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (82.55859277633934 mAh)  is far from the median.
+---  Median :48.301162810596125,   the gap is :  10
+--- So yes we remove this configuration '0010-0222'
+--- remove_aberrant_points: The value [0.0, 0, 0, 1, 0, 1.0, 0, 1, 1, 1] is  an abberant point. we don't add it
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '0002-3330'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0002-3330'
+--- Neighbour  0 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 26 in the X datas point
+--------------
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 110 in the X datas point
+--------------
+ --- Configuration:  3003-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9353836943.914392
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 116 in the X datas point
+--------------
+ --- Configuration:  0002-3000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5449442794.474265
+ --- Energy:  38.132247384977575
+ --- Workload:  207799000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 133 in the X datas point
+--------------
+ --- Configuration:  0200-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8906781623.528154
+ --- Energy:  47.48626285009536
+ --- Workload:  422949000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 31 in the X datas point
+--------------
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 57 in the X datas point
+--------------
+ --- Configuration:  0101-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9185604320.908272
+ --- Energy:  48.9191931692468
+ --- Workload:  449351000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0002-3330'
+--- Neighbour  0 in the list of neghbours, And at position 116 in the X datas point
+--------------
+ --- Configuration:  0002-3000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5449442794.474265
+ --- Energy:  38.132247384977575
+ --- Workload:  207799000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 12 in the X datas point
+--------------
+ --- Configuration:  0022-0030
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7249844128.351241
+ --- Energy:  42.05401520354165
+ --- Workload:  304885000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 25 in the X datas point
+--------------
+ --- Configuration:  0000-3300
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5789616901.049658
+ --- Energy:  42.05795824330537
+ --- Workload:  243499000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 133 in the X datas point
+--------------
+ --- Configuration:  0200-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8906781623.528154
+ --- Energy:  47.48626285009536
+ --- Workload:  422949000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 26 in the X datas point
+--------------
+ --- Configuration:  0000-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 57 in the X datas point
+--------------
+ --- Configuration:  0101-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9185604320.908272
+ --- Energy:  48.9191931692468
+ --- Workload:  449351000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 31 in the X datas point
+--------------
+ --- Configuration:  3000-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8224428196.629629
+ --- Energy:  49.410116578739654
+ --- Workload:  406369000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 194 in the X datas point
+--------------
+ --- Configuration:  0002-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9147875405.936972
+ --- Energy:  51.28673303694986
+ --- Workload:  469163000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 110 in the X datas point
+--------------
+ --- Configuration:  3003-3330
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9353836943.914392
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 26 in the X datas point
+--------------
+ --- Configuration:  0000-3330
+ --- Energy efficiency:  7665772326.561901
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (48.682465076838824 mAh)  it is NOT far from the median.
+---  Median :48.682465076838824,   the gap is :  10
+--- So No we don't romove this configuration '0002-3330'
+ --- remove_aberrant_points: The value [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
+--- Computing the list of the 10 first neighbours of '1011-0100'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0100'
+--- Neighbour  0 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 128 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8622547962.923044
+ --- Energy:  48.5763010995366
+ --- Workload:  418853000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0100'
+--- Neighbour  0 in the list of neghbours, And at position 191 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  29.193550568943994
+ --- Workload:  81165000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 175 in the X datas point
+--------------
+ --- Configuration:  1000-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4407169583.478402
+ --- Energy:  34.828482821374045
+ --- Workload:  153495000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 70 in the X datas point
+--------------
+ --- Configuration:  2002-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7245431755.278297
+ --- Energy:  42.016301664202444
+ --- Workload:  304426000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 128 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8622547962.923044
+ --- Energy:  48.5763010995366
+ --- Workload:  418853000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 195 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  36.90475887640218
+ --- Workload:  249471000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (36.90475887640218 mAh)  it is NOT far from the median.
+---  Median :36.90475887640218,   the gap is :  10
+--- So No we don't romove this configuration '1011-0100'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
+--- Computing the list of the 10 first neighbours of '1011-3330'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-3330'
+--- Neighbour  0 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 122 in the X datas point
+--------------
+ --- Configuration:  1110-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9413093613.215984
+ --- Energy:  49.7061517933472
+ --- Workload:  467887000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 146 in the X datas point
+--------------
+ --- Configuration:  2022-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10619025470.794495
+ --- Energy:  49.81557674440745
+ --- Workload:  528993000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-3330'
+--- Neighbour  0 in the list of neghbours, And at position 187 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  42.547359911496315
+ --- Workload:  380315000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 185 in the X datas point
+--------------
+ --- Configuration:  1011-0330
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8886756067.432705
+ --- Energy:  42.76899541535147
+ --- Workload:  380079000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 98 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  42.90551410725298
+ --- Workload:  380626000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 107 in the X datas point
+--------------
+ --- Configuration:  1011-2200
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8782098570.274353
+ --- Energy:  43.085080854083536
+ --- Workload:  378377000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 122 in the X datas point
+--------------
+ --- Configuration:  1110-3330
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  9413093613.215984
+ --- Energy:  49.7061517933472
+ --- Workload:  467887000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 146 in the X datas point
+--------------
+ --- Configuration:  2022-0330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10619025470.794495
+ --- Energy:  49.81557674440745
+ --- Workload:  528993000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 159 in the X datas point
+--------------
+ --- Configuration:  1111-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10965958375.4152
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 97 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  50.66357196918862
+ --- Workload:  506686000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 68 in the X datas point
+--------------
+ --- Configuration:  1001-2220
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9166575000.916658
+ --- Energy:  50.735447078258076
+ --- Workload:  465069000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 196 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  49.51707772839275
+ --- Workload:  522824000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (49.51707772839275 mAh)  it is NOT far from the median.
+---  Median :49.51707772839275,   the gap is :  10
+--- So No we don't romove this configuration '1011-3330'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '3000-0001'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '3000-0001'
+--- Neighbour  0 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 154 in the X datas point
+--------------
+ --- Configuration:  3000-0011
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6788774083.176061
+ --- Energy:  41.16379423683102
+ --- Workload:  279451000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 49 in the X datas point
+--------------
+ --- Configuration:  3000-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8354358468.81318
+ --- Energy:  64.35822134376
+ --- Workload:  537670000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  29.0248902377268
+ --- Workload:  60227600000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '3000-0001'
+--- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--------------
+ --- Configuration:  2000-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  1014996574.3865615
+ --- Energy:  29.02206558996354
+ --- Workload:  29457300000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 51 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  29.0248902377268
+ --- Workload:  60227600000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 18 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1016987763.6032282
+ --- Energy:  29.060137396486432
+ --- Workload:  29553800000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 35 in the X datas point
+--------------
+ --- Configuration:  3000-0000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  1010122436.9405816
+ --- Energy:  29.239529117166907
+ --- Workload:  29535500000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 197 in the X datas point
+--------------
+ --- Configuration:  3000-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  3629843118.1804323
+ --- Energy:  34.55029567760096
+ --- Workload:  125412000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 44 in the X datas point
+--------------
+ --- Configuration:  3000-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5326600510.288329
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 154 in the X datas point
+--------------
+ --- Configuration:  3000-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6788774083.176061
+ --- Energy:  41.16379423683102
+ --- Workload:  279451000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 11 in the X datas point
+--------------
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 49 in the X datas point
+--------------
+ --- Configuration:  3000-0202
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8354358468.81318
+ --- Energy:  64.35822134376
+ --- Workload:  537670000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 19 in the X datas point
+--------------
+ --- Configuration:  3300-0000
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.277288658122774
+ --- Workload:  59956000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (30.277288658122774 mAh)  it is NOT far from the median.
+---  Median :30.277288658122774,   the gap is :  10
+--- So No we don't romove this configuration '3000-0001'
+ --- remove_aberrant_points: The value [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]
+--- Computing the list of the 10 first neighbours of '1011-0011'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '1011-0011'
+--- Neighbour  0 in the list of neghbours, And at position 198 in the X datas point
+--------------
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 54 in the X datas point
+--------------
+ --- Configuration:  1001-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7043096708.760907
+ --- Energy:  47.6050128004243
+ --- Workload:  335286000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 88 in the X datas point
+--------------
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 125 in the X datas point
+--------------
+ --- Configuration:  2022-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10534122128.398308
+ --- Energy:  50.34000387088341
+ --- Workload:  530288000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '1011-0011'
+--- Neighbour  0 in the list of neghbours, And at position 53 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  29.5448803510097
+ --- Workload:  81112900000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 91 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 141 in the X datas point
+--------------
+ --- Configuration:  0010-0011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6634071263.19351
+ --- Energy:  41.98663362868059
+ --- Workload:  278542000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 198 in the X datas point
+--------------
+ --- Configuration:  1011-0011
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8737821661.059898
+ --- Energy:  42.79354542763764
+ --- Workload:  373921000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 54 in the X datas point
+--------------
+ --- Configuration:  1001-0002
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7043096708.760907
+ --- Energy:  47.6050128004243
+ --- Workload:  335286000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 125 in the X datas point
+--------------
+ --- Configuration:  2022-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10534122128.398308
+ --- Energy:  50.34000387088341
+ --- Workload:  530288000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 88 in the X datas point
+--------------
+ --- Configuration:  2020-0022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8754497623.153894
+ --- Energy:  65.93701913313123
+ --- Workload:  577244000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1111-0101
+ --- Energy efficiency:  9080672696.233337
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (45.44863666563364 mAh)  it is NOT far from the median.
+---  Median :45.44863666563364,   the gap is :  10
+--- So No we don't romove this configuration '1011-0011'
+ --- remove_aberrant_points: The value [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
+--- Computing the list of the 10 first neighbours of '0022-1111'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0022-1111'
+--- Neighbour  0 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 125 in the X datas point
+--------------
+ --- Configuration:  2022-1001
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10534122128.398308
+ --- Energy:  50.34000387088341
+ --- Workload:  530288000000.0
+--------------
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0022-1111'
+--- Neighbour  0 in the list of neghbours, And at position 121 in the X datas point
+--------------
+ --- Configuration:  0020-1100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  6670179627.937381
+ --- Energy:  41.85807704041302
+ --- Workload:  279201000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 13 in the X datas point
+--------------
+ --- Configuration:  0011-1100
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  7650055845.407672
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 114 in the X datas point
+--------------
+ --- Configuration:  0020-2220
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8376542330.856669
+ --- Energy:  48.301162810596125
+ --- Workload:  404596000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 125 in the X datas point
+--------------
+ --- Configuration:  2022-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10534122128.398308
+ --- Energy:  50.34000387088341
+ --- Workload:  530288000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 184 in the X datas point
+--------------
+ --- Configuration:  0002-0111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  9116518219.361662
+ --- Energy:  51.19519895467268
+ --- Workload:  466724000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 182 in the X datas point
+--------------
+ --- Configuration:  0020-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10017249703.99027
+ --- Energy:  53.486611373072236
+ --- Workload:  535789000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 199 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  59.99293901124158
+ --- Workload:  691443000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 147 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  60.652013004669556
+ --- Workload:  690523000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 109 in the X datas point
+--------------
+ --- Configuration:  0011-2022
+ --- Distance from that configuration:  [0.76130039]
+ --- Energy efficiency:  10199970420.085781
+ --- Energy:  84.69065283515172
+ --- Workload:  863842000000.0
+--------------
+--------------
+--- Median at position 4 in the list of neghbours, And at position 10 in the X datas point
+--------------
+ --- Configuration:  0011-0111
+ --- Energy efficiency:  8964027358.211496
+ --- Energy:  50.74428137607953
+ --- Workload:  454872000000.0
+--------------
+--- Comparing the median energy with the energy of that data point
+--- The energy of the current configuration (50.74428137607953 mAh)  it is NOT far from the median.
+---  Median :50.74428137607953,   the gap is :  10
+--- So No we don't romove this configuration '0022-1111'
+ --- remove_aberrant_points: The value [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0]
+--- Computing the list of the 10 first neighbours of '0220-2000'
+*** START computing ci exp matrix 
+X =  [[2. 0. 1. ... 0. 1. 0.]
+ [2. 0. 0. ... 0. 0. 0.]
+ [2. 0. 1. ... 1. 0. 0.]
+ ...
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
+*** END computing ci exp matrix, cached  result  [[[1.        ]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
+
+ [[0.52921334]
+  [1.        ]
+  [0.48322508]
+  ...
+  [0.48322508]
+  [0.69514393]
+  [0.52921334]]
+
+ [[0.76130039]
+  [0.48322508]
+  [1.        ]
+  ...
+  [0.57957828]
+  [0.57957828]
+  [0.76130039]]
+
+ ...
+
+ [[0.63473642]
+  [0.48322508]
+  [0.57957828]
+  ...
+  [1.        ]
+  [0.57957828]
+  [0.63473642]]
+
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
+  ...
+  [0.57957828]
+  [1.        ]
+  [0.63473642]]
+
+ [[0.83375292]
+  [0.52921334]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
+  [1.        ]]]
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0220-2000'
+--- Neighbour  0 in the list of neghbours, And at position 200 in the X datas point
+--------------
+ --- Configuration:  0220-2000
+ --- Distance from that configuration:  [1.]
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
+--------------
+--- Neighbour  1 in the list of neghbours, And at position 102 in the X datas point
+--------------
+ --- Configuration:  0020-2000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  4244013818.5089927
+ --- Energy:  35.41951635507749
+ --- Workload:  150321000000.0
+--------------
+--- Neighbour  2 in the list of neghbours, And at position 43 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
+--------------
+--- Neighbour  3 in the list of neghbours, And at position 76 in the X datas point
+--------------
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
+--------------
+--- Neighbour  4 in the list of neghbours, And at position 79 in the X datas point
+--------------
+ --- Configuration:  0030-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+--- Neighbour  5 in the list of neghbours, And at position 84 in the X datas point
+--------------
+ --- Configuration:  0220-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
+--------------
+--- Neighbour  6 in the list of neghbours, And at position 123 in the X datas point
+--------------
+ --- Configuration:  0111-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6681499595.769274
+ --- Energy:  37.38840673928198
+ --- Workload:  249811000000.0
+--------------
+--- Neighbour  7 in the list of neghbours, And at position 153 in the X datas point
+--------------
+ --- Configuration:  0220-2022
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10070047248.66169
+ --- Energy:  83.48428558869355
+ --- Workload:  840691000000.0
+--------------
+--- Neighbour  8 in the list of neghbours, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0222-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--- Neighbour  9 in the list of neghbours, And at position 167 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '2200-1000'
---- Neighbour  0 in the list of neghbours, And at position 34 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0220-2000'
+--- Neighbour  0 in the list of neghbours, And at position 167 in the X datas point
 --------------
- --- Configuration:  2000-0000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  1014996574.3865615
- --- Energy:  29.02206558996354
- --- Workload:  29457300000.0
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  35.13598057141005
+ --- Workload:  177965000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 36 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 200 in the X datas point
 --------------
- --- Configuration:  1100-0000
+ --- Configuration:  0220-2000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  2018619748.5607243
- --- Energy:  30.059275323795035
- --- Workload:  60678300000.0
+ --- Energy efficiency:  5281811027.365063
+ --- Energy:  35.274079340197716
+ --- Workload:  186311000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 37 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 102 in the X datas point
 --------------
- --- Configuration:  2200-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1998856653.9939156
- --- Energy:  30.07061597004587
- --- Workload:  60106800000.0
+ --- Configuration:  0020-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4244013818.5089927
+ --- Energy:  35.41951635507749
+ --- Workload:  150321000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 19 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 79 in the X datas point
 --------------
- --- Configuration:  3300-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  1980229389.772511
- --- Energy:  30.277288658122774
- --- Workload:  59956000000.0
+ --- Configuration:  0030-2000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  4809102669.532892
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 39 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  2220-0000
- --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
+ --- Configuration:  0220-0020
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 164 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 43 in the X datas point
 --------------
- --- Configuration:  2200-1000
+ --- Configuration:  2200-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5023055826.242454
- --- Energy:  35.164198939696966
- --- Workload:  176632000000.0
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 42 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 123 in the X datas point
 --------------
- --- Configuration:  1100-1000
+ --- Configuration:  0111-2000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5947637003.818383
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  6681499595.769274
+ --- Energy:  37.38840673928198
+ --- Workload:  249811000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 40 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 166 in the X datas point
 --------------
- --- Configuration:  3300-1000
+ --- Configuration:  0222-1000
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5058399218.983161
- --- Energy:  36.78276420172299
- --- Workload:  186062000000.0
+ --- Energy efficiency:  9969791531.659073
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 43 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 84 in the X datas point
 --------------
- --- Configuration:  2200-2000
+ --- Configuration:  0220-1001
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5035525633.343237
- --- Energy:  36.93355197432356
- --- Workload:  185980000000.0
+ --- Energy efficiency:  7282684688.88371
+ --- Energy:  43.18443043197562
+ --- Workload:  314499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 41 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 153 in the X datas point
 --------------
- --- Configuration:  3300-2000
+ --- Configuration:  0220-2022
  --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  5026691733.102776
- --- Energy:  36.9852979298838
- --- Workload:  185914000000.0
+ --- Energy efficiency:  10070047248.66169
+ --- Energy:  83.48428558869355
+ --- Workload:  840691000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 39 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 76 in the X datas point
 --------------
- --- Configuration:  2220-0000
- --- Energy efficiency:  3029054692.61153
- --- Energy:  30.508250558695604
- --- Workload:  92411200000.0
+ --- Configuration:  0220-0020
+ --- Energy efficiency:  5040602049.508794
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (30.508250558695604 mAh)  it is NOT far from the median.
----  Median :30.508250558695604,   the gap is :  10
---- So No we don't romove this configuration '2200-1000'
- --- remove_aberrant_points: The value [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0] is not an abberant point.
- --- remove_aberrant_points: do we remove value  [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1]
---- Computing the list of the 10 first neighbours of '3333-1111'
+--- The energy of the current configuration (36.67117347490831 mAh)  it is NOT far from the median.
+---  Median :36.67117347490831,   the gap is :  10
+--- So No we don't romove this configuration '0220-2000'
+ --- remove_aberrant_points: The value [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0] is not an abberant point.
+ --- remove_aberrant_points: do we remove value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
+--- Computing the list of the 10 first neighbours of '0303-1001'
 *** START computing ci exp matrix 
 X =  [[2. 0. 1. ... 0. 1. 0.]
  [2. 0. 0. ... 0. 0. 0.]
  [2. 0. 1. ... 1. 0. 0.]
  ...
- [1. 1. 1. ... 0. 0. 1.]
- [1. 1. 1. ... 0. 0. 0.]
- [2. 1. 1. ... 1. 1. 1.]]
+ [1. 0. 0. ... 1. 1. 1.]
+ [1. 0. 1. ... 0. 0. 0.]
+ [2. 0. 1. ... 0. 0. 1.]]
 *** END computing ci exp matrix, cached  result  [[[1.        ]
   [0.52921334]
   [0.76130039]
   ...
-  [0.52921334]
-  [0.69514393]
-  [0.69514393]]
+  [0.63473642]
+  [0.63473642]
+  [0.83375292]]
 
  [[0.52921334]
   [1.        ]
   [0.48322508]
   ...
   [0.48322508]
-  [0.44123317]
-  [0.44123317]]
+  [0.69514393]
+  [0.52921334]]
 
  [[0.76130039]
   [0.48322508]
   [1.        ]
   ...
   [0.57957828]
-  [0.63473642]
-  [0.63473642]]
+  [0.57957828]
+  [0.76130039]]
 
  ...
 
- [[0.52921334]
+ [[0.63473642]
   [0.48322508]
   [0.57957828]
   ...
   [1.        ]
-  [0.76130039]
-  [0.52921334]]
+  [0.57957828]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
+ [[0.63473642]
+  [0.69514393]
+  [0.57957828]
   ...
-  [0.76130039]
+  [0.57957828]
   [1.        ]
-  [0.57957828]]
+  [0.63473642]]
 
- [[0.69514393]
-  [0.44123317]
-  [0.63473642]
-  ...
+ [[0.83375292]
   [0.52921334]
-  [0.57957828]
+  [0.76130039]
+  ...
+  [0.63473642]
+  [0.63473642]
   [1.        ]]]
---- Ordered by distance, Printing the list of the 10 first neighbours of '3333-1111'
---- Neighbour  0 in the list of neghbours, And at position 165 in the X datas point
+--- Ordered by distance, Printing the list of the 10 first neighbours of '0303-1001'
+--- Neighbour  0 in the list of neghbours, And at position 201 in the X datas point
 --------------
- --- Configuration:  3333-1111
+ --- Configuration:  0303-1001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 134 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  3333-1101
+ --- Configuration:  0003-1001
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  10947566629.6274
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 77 in the X datas point
 --------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
+ --- Configuration:  0303-1000
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 73 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 0 in the X datas point
 --------------
- --- Configuration:  3330-2220
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Configuration:  0303-1010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  3003-1101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 96 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  0333-0011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9607255399.277534
- --- Energy:  65.95120166169613
- --- Workload:  633609000000.0
+ --- Configuration:  0303-0000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 106 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 103 in the X datas point
 --------------
- --- Configuration:  3330-2202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10286076355.602003
- --- Energy:  84.88778487940925
- --- Workload:  873162000000.0
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 127 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 126 in the X datas point
 --------------
- --- Configuration:  3033-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9521179864.608822
- --- Energy:  66.3571751425295
- --- Workload:  631797000000.0
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 147 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 177 in the X datas point
 --------------
- --- Configuration:  0022-1111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11384996168.94879
- --- Energy:  60.652013004669556
- --- Workload:  690523000000.0
+ --- Configuration:  0202-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
 --------------
---- Ordered by energy, Printing the list of the 10 first neighbours of '3333-1111'
---- Neighbour  0 in the list of neghbours, And at position 73 in the X datas point
+--- Ordered by energy, Printing the list of the 10 first neighbours of '0303-1001'
+--- Neighbour  0 in the list of neghbours, And at position 177 in the X datas point
 --------------
- --- Configuration:  3330-2220
+ --- Configuration:  0202-0001
  --- Distance from that configuration:  [1.]
- --- Energy efficiency:  9229945635.620207
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Energy efficiency:  7543867590.03606
+ --- Energy:  40.37867051197721
+ --- Workload:  304611000000.0
 --------------
---- Neighbour  1 in the list of neghbours, And at position 147 in the X datas point
+--- Neighbour  1 in the list of neghbours, And at position 56 in the X datas point
 --------------
- --- Configuration:  0022-1111
+ --- Configuration:  0303-0000
  --- Distance from that configuration:  [0.91310072]
- --- Energy efficiency:  11384996168.94879
- --- Energy:  60.652013004669556
- --- Workload:  690523000000.0
+ --- Energy efficiency:  5363512027.675722
+ --- Energy:  45.0383665719169
+ --- Workload:  241564000000.0
 --------------
---- Neighbour  2 in the list of neghbours, And at position 96 in the X datas point
+--- Neighbour  2 in the list of neghbours, And at position 126 in the X datas point
 --------------
- --- Configuration:  0333-0011
- --- Distance from that configuration:  [0.83375292]
- --- Energy efficiency:  9607255399.277534
- --- Energy:  65.95120166169613
- --- Workload:  633609000000.0
+ --- Configuration:  0003-0001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  5256269415.345153
+ --- Energy:  45.78293727571249
+ --- Workload:  240648000000.0
 --------------
---- Neighbour  3 in the list of neghbours, And at position 127 in the X datas point
+--- Neighbour  3 in the list of neghbours, And at position 82 in the X datas point
 --------------
- --- Configuration:  3033-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9521179864.608822
- --- Energy:  66.3571751425295
- --- Workload:  631797000000.0
+ --- Configuration:  0202-1001
+ --- Distance from that configuration:  [0.91310072]
+ --- Energy efficiency:  8895689149.038376
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
---- Neighbour  4 in the list of neghbours, And at position 14 in the X datas point
+--- Neighbour  4 in the list of neghbours, And at position 77 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  0303-1000
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
---- Neighbour  5 in the list of neghbours, And at position 83 in the X datas point
+--- Neighbour  5 in the list of neghbours, And at position 15 in the X datas point
 --------------
- --- Configuration:  3003-1101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  9428892010.8998
- --- Energy:  67.46193459835338
- --- Workload:  636090000000.0
+ --- Configuration:  0003-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  6806147312.252427
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
---- Neighbour  6 in the list of neghbours, And at position 103 in the X datas point
+--- Neighbour  6 in the list of neghbours, And at position 201 in the X datas point
 --------------
- --- Configuration:  3303-1011
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10227751572.005417
- --- Energy:  73.37868558375581
- --- Workload:  750499000000.0
+ --- Configuration:  0303-1001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8479966080.135679
+ --- Energy:  59.193870361299275
+ --- Workload:  501963000000.0
 --------------
---- Neighbour  7 in the list of neghbours, And at position 134 in the X datas point
+--- Neighbour  7 in the list of neghbours, And at position 11 in the X datas point
 --------------
- --- Configuration:  3333-1101
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10947566629.6274
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
+ --- Configuration:  3303-0001
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8321129010.784183
+ --- Energy:  59.94594005320708
+ --- Workload:  498819000000.0
 --------------
---- Neighbour  8 in the list of neghbours, And at position 165 in the X datas point
+--- Neighbour  8 in the list of neghbours, And at position 0 in the X datas point
 --------------
- --- Configuration:  3333-1111
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  11523551835.240866
- --- Energy:  83.54140347554512
- --- Workload:  962694000000.0
+ --- Configuration:  0303-1010
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  8236960890.90969
+ --- Energy:  61.00540758755291
+ --- Workload:  502499000000.0
 --------------
---- Neighbour  9 in the list of neghbours, And at position 106 in the X datas point
+--- Neighbour  9 in the list of neghbours, And at position 103 in the X datas point
 --------------
- --- Configuration:  3330-2202
- --- Distance from that configuration:  [0.76130039]
- --- Energy efficiency:  10286076355.602003
- --- Energy:  84.88778487940925
- --- Workload:  873162000000.0
+ --- Configuration:  3303-1011
+ --- Distance from that configuration:  [0.83375292]
+ --- Energy efficiency:  10227751572.005417
+ --- Energy:  73.37868558375581
+ --- Workload:  750499000000.0
 --------------
 --------------
---- Median at position 4 in the list of neghbours, And at position 14 in the X datas point
+--- Median at position 4 in the list of neghbours, And at position 77 in the X datas point
 --------------
- --- Configuration:  3303-1010
- --- Energy efficiency:  9340120487.55429
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Configuration:  0303-1000
+ --- Energy efficiency:  6928278461.367919
+ --- Energy:  53.6166443408558
+ --- Workload:  371471000000.0
 --------------
 --- Comparing the median energy with the energy of that data point
---- The energy of the current configuration (83.54140347554512 mAh)  is far from the median.
----  Median :67.3857084084629,   the gap is :  10
---- So yes we remove this configuration '3333-1111'
---- remove_aberrant_points: The value [2.0, 1, 1, 1, 1, 0.0, 1, 1, 1, 1] is  an abberant point. we don't add it
---- remove_aberrant_points: Printing all 29 removed points 
+--- The energy of the current configuration (53.6166443408558 mAh)  it is NOT far from the median.
+---  Median :53.6166443408558,   the gap is :  10
+--- So No we don't romove this configuration '0303-1001'
+ --- remove_aberrant_points: The value [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1] is not an abberant point.
+--- remove_aberrant_points: Printing all 33 removed points 
  --- Configuration:  0033-3000
  --- Energy:  53.35616382684589
  --- Configuration:  3000-1110
  --- Energy:  49.41467631934382
- --- Configuration:  1000-1010
- --- Energy:  42.85376093977719
  --- Configuration:  0020-0202
  --- Energy:  66.44909360627778
  --- Configuration:  3333-0000
@@ -40077,8 +48756,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.1809584910712
  --- Configuration:  1101-0202
  --- Energy:  65.015157087009
- --- Configuration:  2002-0100
- --- Energy:  42.016301664202444
  --- Configuration:  3003-1101
  --- Energy:  67.46193459835338
  --- Configuration:  3003-0002
@@ -40095,6 +48772,8 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.99051868650201
  --- Configuration:  1001-2002
  --- Energy:  65.10994999301121
+ --- Configuration:  0333-0030
+ --- Energy:  58.764018507515395
  --- Configuration:  3333-1101
  --- Energy:  79.26313007840331
  --- Configuration:  3333-3000
@@ -40105,8 +48784,6 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  65.30338482528335
  --- Configuration:  2002-0010
  --- Energy:  41.1753628489377
- --- Configuration:  2220-0300
- --- Energy:  36.30048338737668
  --- Configuration:  0220-2022
  --- Energy:  83.48428558869355
  --- Configuration:  1111-2002
@@ -40115,12 +48792,24 @@ X =  [[2. 0. 1. ... 0. 1. 0.]
  --- Energy:  47.115411060327354
  --- Configuration:  3333-1111
  --- Energy:  83.54140347554512
+ --- Configuration:  1100-1011
+ --- Energy:  48.61244404745341
+ --- Configuration:  1000-0202
+ --- Energy:  64.17430044494624
+ --- Configuration:  0333-0002
+ --- Energy:  70.26399021141525
+ --- Configuration:  0000-1111
+ --- Energy:  53.14600789669191
+ --- Configuration:  3033-0100
+ --- Energy:  58.43142458623579
+ --- Configuration:  0010-0222
+ --- Energy:  82.55859277633934
 final_X_user friendly : 
-  ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3300-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '2220-0000', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3000-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '0333-0030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-1000']
+  ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '1000-1010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '0000-0000', '1000-0000', '2000-0000', '3000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '3300-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '3000-3300', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '2220-0000', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '3000-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '1111-0101', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '0303-0100', '0100-0200', '2200-1000', '0222-1000', '2200-2000', '0330-0300', '0300-0000', '3030-0110', '3303-0111', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '1011-3030', '3030-0000', '0111-0001', '0011-0000', '1111-3300', '0002-3330', '1011-0100', '1011-3330', '3000-0001', '1011-0011', '0022-1111', '0220-2000', '0303-1001']
 final_X : 
-  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
+  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 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1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 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0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
 final_y : 
-  [8236960890.90969, 6956231392.081026, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2075033200.5312083, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 9080672696.233337, 2991522026.5766816, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 3742206854.226074, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454]
+  [8236960890.90969, 6956231392.081026, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2075033200.5312083, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 9080672696.233337, 2991522026.5766816, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 3742206854.226074, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454, 9969791531.659073, 5065035050.042546, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 8938627384.378855, 2117186259.461176, 6254338947.644929, 2780233650.836016, 9442424814.692413, 9147875405.936972, 6759862639.591164, 10558457958.332102, 3629843118.1804323, 8737821661.059898, 11525411226.672567, 5281811027.365063, 8479966080.135679]
  --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
@@ -40137,6 +48826,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 3.99867244e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 6.50165467e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 6.53278806e+09]
@@ -40299,6 +48991,9 @@ final_y :
  --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  6.5400085e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.24543176e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 3.32139844e+09]
@@ -40419,9 +49114,6 @@ final_y :
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 7.52995038e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.47780933e+09]
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 1.05789209e+10]
@@ -40491,6 +49183,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.13849962e+10]
+ --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.0026892e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 1.00000000e+00 8.26261908e+09]
@@ -40530,10 +49225,100 @@ final_y :
  --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.02305583e+09]
---- Size of X after removing aberrants points from the dataset:  137
---- Number of abberant points removed :  29
-*** Ratio energy by wokload :  [8236960890.90969, 6956231392.081026, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2075033200.5312083, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 9080672696.233337, 2991522026.5766816, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 3742206854.226074, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454]
---- Size of X before removing duplicates:  137
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.96979153e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.06503505e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.12744259e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 1.0475526e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.50401465e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.02255867e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.52893013e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.40716958e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.7438614e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.54386759e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.68157306e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.56374711e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.33840126e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00172497e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.15239656e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.11651822e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.88675607e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.93862738e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.11718626e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.25433895e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.78023365e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.44242481e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.14787541e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.75986264e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0558458e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.62984312e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 8.73782166e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.15254112e+10]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.28181103e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.47996608e+09]
+--- Size of X after removing aberrants points from the dataset:  169
+--- Number of abberant points removed :  33
+*** Ratio energy by wokload :  [8236960890.90969, 6956231392.081026, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 0.08333333333333333, 997516184.7000968, 1014996574.3865615, 1010122436.9405816, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 3029054692.61153, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 4059018123.5159216, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2075033200.5312083, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 6473246073.976255, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 9080672696.233337, 2991522026.5766816, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 3742206854.226074, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 8622547962.923044, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 7192278369.94203, 4197888462.103562, 5023055826.242454, 9969791531.659073, 5065035050.042546, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 8938627384.378855, 2117186259.461176, 6254338947.644929, 2780233650.836016, 9442424814.692413, 9147875405.936972, 6759862639.591164, 10558457958.332102, 3629843118.1804323, 8737821661.059898, 11525411226.672567, 5281811027.365063, 8479966080.135679]
+--- Size of X before removing duplicates:  169
  --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
@@ -40550,6 +49335,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 3.99867244e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 6.50165467e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 6.53278806e+09]
@@ -40712,6 +49500,9 @@ final_y :
  --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  6.5400085e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.24543176e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 3.32139844e+09]
@@ -40832,9 +49623,6 @@ final_y :
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 7.52995038e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.47780933e+09]
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 1.05789209e+10]
@@ -40904,6 +49692,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.13849962e+10]
+ --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.0026892e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 1.00000000e+00 8.26261908e+09]
@@ -40932,17 +49723,107 @@ final_y :
  1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.09659584e+10]
  --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 0.00000000e+00 1.14148736e+10]
+ 1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.14148736e+10]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.19227837e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.19788846e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.02305583e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.96979153e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.06503505e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.12744259e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 1.0475526e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.50401465e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.02255867e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.52893013e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.40716958e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.7438614e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.54386759e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.68157306e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.56374711e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.33840126e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00172497e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.15239656e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.11651822e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.88675607e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.93862738e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.11718626e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.25433895e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.78023365e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.44242481e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.14787541e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.75986264e+09]
+ --- Actual line: [0.0000000e+00 1.0000000e+00 0.0000000e+00 1.0000000e+00 1.0000000e+00
+ 2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0558458e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.62984312e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 8.73782166e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.15254112e+10]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.28181103e+09]
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 7.19227837e+09]
- --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.19788846e+09]
- --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.02305583e+09]
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.47996608e+09]
  --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]
  --- Retained configurations  []
  --- Answer : we add the configuration, it is  not yet present
@@ -40958,684 +49839,690 @@ final_y :
  --- Checking value  [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0]
  --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]
+ --- Checking value  [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0]
  --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 0000-0000 is already present at positions [12, 13, 25]
- --- Position:  12
+ --- Answer : the configuration 0000-0000 is already present at positions [13, 14, 26]
+ --- Position:  13
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
- --- Position:  13
+ --- Position:  14
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
- --- Position:  25
+ --- Position:  26
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 3 duplicates of '0000-0000'
----  Duplicate  0 in the list of duplicate, And at position 13 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 14 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 25 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 26 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  42.05795824330537
- --- Workload:  243499000000.0
+ --- Energy:  48.682465076838824
+ --- Workload:  373189000000.0
 --------------
----  Duplicate  2 in the list of duplicate, And at position 12 in the X datas point
+---  Duplicate  2 in the list of duplicate, And at position 13 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  42.05401520354165
- --- Workload:  304885000000.0
+ --- Energy:  43.82652071469574
+ --- Workload:  335276000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 13 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 14 in the X datas point
 --------------
  --- Configuration:  0000-0000
  --- Energy efficiency:  0.08333333333333333
- --- Energy:  43.82652071469574
- --- Workload:  335276000000.0
+ --- Energy:  67.3857084084629
+ --- Workload:  629393000000.0
 --------------
  --- Checking value  [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : configuration is present, have it been processed?  0
  --- Checking value  [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 3000-0000 is already present at positions [14, 28]
- --- Position:  14
+ --- Answer : the configuration 3000-0000 is already present at positions [15, 29]
+ --- Position:  15
 --------------
  --- Configuration:  3000-0000
  --- Energy efficiency:  1016987763.6032282
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
- --- Position:  28
+ --- Position:  29
 --------------
  --- Configuration:  3000-0000
  --- Energy efficiency:  1010122436.9405816
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '3000-0000'
----  Duplicate  0 in the list of duplicate, And at position 14 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 15 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Energy efficiency:  1016987763.6032282
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 28 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 29 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Energy efficiency:  1010122436.9405816
- --- Energy:  37.40635012737015
- --- Workload:  217816000000.0
+ --- Energy:  36.1860248822606
+ --- Workload:  150171000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 14 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 15 in the X datas point
 --------------
  --- Configuration:  3000-0000
  --- Energy efficiency:  1016987763.6032282
- --- Energy:  67.3857084084629
- --- Workload:  629393000000.0
+ --- Energy:  54.44253148500697
+ --- Workload:  370545000000.0
 --------------
  --- Checking value  [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 3300-0000 is already present at positions [15, 42]
- --- Position:  15
+ --- Answer : the configuration 3300-0000 is already present at positions [16, 43]
+ --- Position:  16
 --------------
  --- Configuration:  3300-0000
  --- Energy efficiency:  1980229389.772511
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
- --- Position:  42
+ --- Position:  43
 --------------
  --- Configuration:  3300-0000
  --- Energy efficiency:  2075033200.5312083
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '3300-0000'
----  Duplicate  0 in the list of duplicate, And at position 15 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 43 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Energy efficiency:  1980229389.772511
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 42 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 16 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Energy efficiency:  2075033200.5312083
- --- Energy:  36.68430426428569
- --- Workload:  218185000000.0
+ --- Energy efficiency:  1980229389.772511
+ --- Energy:  30.299284062105812
+ --- Workload:  0.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 15 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 43 in the X datas point
 --------------
  --- Configuration:  3300-0000
- --- Energy efficiency:  1980229389.772511
- --- Energy:  54.44253148500697
- --- Workload:  370545000000.0
+ --- Energy efficiency:  2075033200.5312083
+ --- Energy:  36.93355197432356
+ --- Workload:  185980000000.0
 --------------
  --- Checking value  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 3000-3300 is already present at positions [23, 54]
- --- Position:  23
+ --- Answer : the configuration 3000-3300 is already present at positions [24, 55]
+ --- Position:  24
 --------------
  --- Configuration:  3000-3300
  --- Energy efficiency:  6611133148.221605
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
- --- Position:  54
+ --- Position:  55
 --------------
  --- Configuration:  3000-3300
  --- Energy efficiency:  6473246073.976255
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '3000-3300'
----  Duplicate  0 in the list of duplicate, And at position 23 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 55 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 54 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 24 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Energy efficiency:  6473246073.976255
- --- Energy:  47.6050128004243
- --- Workload:  335286000000.0
+ --- Energy efficiency:  6611133148.221605
+ --- Energy:  35.59789292409111
+ --- Workload:  117748000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 23 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 55 in the X datas point
 --------------
  --- Configuration:  3000-3300
- --- Energy efficiency:  6611133148.221605
- --- Energy:  75.09852863759252
- --- Workload:  748237000000.0
+ --- Energy efficiency:  6473246073.976255
+ --- Energy:  47.4541739001796
+ --- Workload:  424732000000.0
 --------------
  --- Checking value  [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 2220-0000 is already present at positions [32, 74]
- --- Position:  32
+ --- Answer : the configuration 2220-0000 is already present at positions [33, 76]
+ --- Position:  33
 --------------
  --- Configuration:  2220-0000
  --- Energy efficiency:  3029054692.61153
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
- --- Position:  74
+ --- Position:  76
 --------------
  --- Configuration:  2220-0000
  --- Energy efficiency:  2991522026.5766816
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '2220-0000'
----  Duplicate  0 in the list of duplicate, And at position 74 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 76 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Energy efficiency:  2991522026.5766816
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 32 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 33 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Energy efficiency:  3029054692.61153
- --- Energy:  29.957415812958512
- --- Workload:  0.0
+ --- Energy:  29.543907709942122
+ --- Workload:  29470600000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 74 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 76 in the X datas point
 --------------
  --- Configuration:  2220-0000
  --- Energy efficiency:  2991522026.5766816
- --- Energy:  41.829225389075674
- --- Workload:  303807000000.0
+ --- Energy:  36.67117347490831
+ --- Workload:  184845000000.0
 --------------
  --- Checking value  [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 3000-2000 is already present at positions [38, 89]
- --- Position:  38
+ --- Answer : the configuration 3000-2000 is already present at positions [39, 91]
+ --- Position:  39
 --------------
  --- Configuration:  3000-2000
  --- Energy efficiency:  4059018123.5159216
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
- --- Position:  89
+ --- Position:  91
 --------------
  --- Configuration:  3000-2000
  --- Energy efficiency:  3742206854.226074
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '3000-2000'
----  Duplicate  0 in the list of duplicate, And at position 89 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 91 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Energy efficiency:  3742206854.226074
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 38 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 39 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Energy efficiency:  4059018123.5159216
- --- Energy:  30.668041259477853
- --- Workload:  89102900000.0
+ --- Energy:  30.508250558695604
+ --- Workload:  92411200000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 89 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 91 in the X datas point
 --------------
  --- Configuration:  3000-2000
  --- Energy efficiency:  3742206854.226074
- --- Energy:  42.07381484773657
- --- Workload:  330242000000.0
+ --- Energy:  36.74164741869377
+ --- Workload:  250128000000.0
 --------------
  --- Checking value  [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]]
- --- Answer : we add the configuration, it is  not yet present
- --- Checking value  [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 1111-0101 is already present at positions [73, 109]
- --- Position:  73
+ --- Answer : the configuration 1111-0101 is already present at positions [75, 110]
+ --- Position:  75
 --------------
  --- Configuration:  1111-0101
  --- Energy efficiency:  9080672696.233337
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
- --- Position:  109
+ --- Position:  110
 --------------
  --- Configuration:  1111-0101
  --- Energy efficiency:  8622547962.923044
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '1111-0101'
----  Duplicate  0 in the list of duplicate, And at position 109 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 110 in the X datas point
 --------------
  --- Configuration:  1111-0101
  --- Energy efficiency:  8622547962.923044
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 73 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 75 in the X datas point
 --------------
  --- Configuration:  1111-0101
  --- Energy efficiency:  9080672696.233337
- --- Energy:  51.28077619994492
- --- Workload:  473319000000.0
+ --- Energy:  36.59285860316189
+ --- Workload:  160475000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 109 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 110 in the X datas point
 --------------
  --- Configuration:  1111-0101
  --- Energy efficiency:  8622547962.923044
- --- Energy:  84.69065283515172
- --- Workload:  863842000000.0
+ --- Energy:  65.99051868650201
+ --- Workload:  617264000000.0
 --------------
  --- Checking value  [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0]]
  --- Answer : we add the configuration, it is  not yet present
  --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 0303-0100 is already present at positions [1, 134]
+ --- Answer : the configuration 0303-0100 is already present at positions [1, 136]
  --- Position:  1
 --------------
  --- Configuration:  0303-0100
@@ -41643,21 +50530,21 @@ final_y :
  --- Energy:  53.35616382684589
  --- Workload:  371205000000.0
 --------------
- --- Position:  134
+ --- Position:  136
 --------------
  --- Configuration:  0303-0100
  --- Energy efficiency:  7192278369.94203
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
+ --- Energy:  64.3370683100252
+ --- Workload:  534556000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '0303-0100'
----  Duplicate  0 in the list of duplicate, And at position 134 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 136 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Energy efficiency:  7192278369.94203
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
+ --- Energy:  64.3370683100252
+ --- Workload:  534556000000.0
 --------------
 ---  Duplicate  1 in the list of duplicate, And at position 1 in the X datas point
 --------------
@@ -41667,64 +50554,388 @@ final_y :
  --- Workload:  371205000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 134 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 136 in the X datas point
 --------------
  --- Configuration:  0303-0100
  --- Energy efficiency:  7192278369.94203
- --- Energy:  79.26313007840331
- --- Workload:  867738000000.0
+ --- Energy:  64.3370683100252
+ --- Workload:  534556000000.0
 --------------
  --- Checking value  [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
  --- Answer : configuration is present, have it been processed?  -1
- --- Answer : the configuration 0100-0200 is already present at positions [80, 135]
- --- Position:  80
+ --- Answer : the configuration 0100-0200 is already present at positions [82, 137]
+ --- Position:  82
 --------------
  --- Configuration:  0100-0200
  --- Energy efficiency:  4093227346.033253
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
- --- Position:  135
+ --- Position:  137
 --------------
  --- Configuration:  0100-0200
  --- Energy efficiency:  4197888462.103562
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
+ --- Energy:  35.48607288213239
+ --- Workload:  177462000000.0
 --------------
 ----------------------
 --- Ordered by energy, Printing the list of the 2 duplicates of '0100-0200'
----  Duplicate  0 in the list of duplicate, And at position 135 in the X datas point
+---  Duplicate  0 in the list of duplicate, And at position 82 in the X datas point
 --------------
  --- Configuration:  0100-0200
- --- Energy efficiency:  4197888462.103562
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
+ --- Energy efficiency:  4093227346.033253
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
----  Duplicate  1 in the list of duplicate, And at position 80 in the X datas point
+---  Duplicate  1 in the list of duplicate, And at position 137 in the X datas point
 --------------
  --- Configuration:  0100-0200
- --- Energy efficiency:  4093227346.033253
- --- Energy:  48.71596839606954
- --- Workload:  428493000000.0
+ --- Energy efficiency:  4197888462.103562
+ --- Energy:  35.48607288213239
+ --- Workload:  177462000000.0
 --------------
 --------------
---- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 135 in the X datas point
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 82 in the X datas point
 --------------
  --- Configuration:  0100-0200
- --- Energy efficiency:  4197888462.103562
- --- Energy:  64.97706889442466
- --- Workload:  626356000000.0
+ --- Energy efficiency:  4093227346.033253
+ --- Energy:  48.8428586507307
+ --- Workload:  434491000000.0
 --------------
  --- Checking value  [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]
- --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 2200-2000 is already present at positions [37, 140]
+ --- Position:  37
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+ --- Position:  140
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  43.884169684615244
+ --- Workload:  370724000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '2200-2000'
+---  Duplicate  0 in the list of duplicate, And at position 140 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  43.884169684615244
+ --- Workload:  370724000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 37 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5035525633.343237
+ --- Energy:  30.07061597004587
+ --- Workload:  60106800000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 140 in the X datas point
+--------------
+ --- Configuration:  2200-2000
+ --- Energy efficiency:  5065035050.042546
+ --- Energy:  43.884169684615244
+ --- Workload:  370724000000.0
+--------------
+ --- Checking value  [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 1011-3030 is already present at positions [86, 156]
+ --- Position:  86
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+ --- Position:  156
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  41.03159908655608
+ --- Workload:  270449000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '1011-3030'
+---  Duplicate  0 in the list of duplicate, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 156 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8938627384.378855
+ --- Energy:  41.03159908655608
+ --- Workload:  270449000000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 86 in the X datas point
+--------------
+ --- Configuration:  1011-3030
+ --- Energy efficiency:  8871225293.637558
+ --- Energy:  45.44863666563364
+ --- Workload:  412706000000.0
+--------------
+ --- Checking value  [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 0011-0000 is already present at positions [44, 159]
+ --- Position:  44
+--------------
+ --- Configuration:  0011-0000
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+ --- Position:  159
+--------------
+ --- Configuration:  0011-0000
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '0011-0000'
+---  Duplicate  0 in the list of duplicate, And at position 159 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 44 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Energy efficiency:  2745412415.8531094
+ --- Energy:  36.46450751429702
+ --- Workload:  194232000000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 159 in the X datas point
+--------------
+ --- Configuration:  0011-0000
+ --- Energy efficiency:  2780233650.836016
+ --- Energy:  49.989818506242955
+ --- Workload:  548186000000.0
+--------------
+ --- Checking value  [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 1011-0100 is already present at positions [79, 162]
+ --- Position:  79
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+ --- Position:  162
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  35.26956535624208
+ --- Workload:  148058000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '1011-0100'
+---  Duplicate  0 in the list of duplicate, And at position 79 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 162 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6759862639.591164
+ --- Energy:  35.26956535624208
+ --- Workload:  148058000000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 79 in the X datas point
+--------------
+ --- Configuration:  1011-0100
+ --- Energy efficiency:  6807769026.0124855
+ --- Energy:  35.93660318178646
+ --- Workload:  172823000000.0
+--------------
+ --- Checking value  [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 1011-3330 is already present at positions [85, 163]
+ --- Position:  85
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+ --- Position:  163
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  47.115411060327354
+ --- Workload:  292447000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '1011-3330'
+---  Duplicate  0 in the list of duplicate, And at position 85 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 163 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10558457958.332102
+ --- Energy:  47.115411060327354
+ --- Workload:  292447000000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 85 in the X datas point
+--------------
+ --- Configuration:  1011-3330
+ --- Energy efficiency:  10000990098.019703
+ --- Energy:  65.80063109114849
+ --- Workload:  499771000000.0
+--------------
+ --- Checking value  [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]]
+ --- Answer : configuration is present, have it been processed?  -1
+ --- Answer : the configuration 0022-1111 is already present at positions [124, 166]
+ --- Position:  124
+--------------
+ --- Configuration:  0022-1111
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  59.697236073290554
+ --- Workload:  500528000000.0
+--------------
+ --- Position:  166
+--------------
+ --- Configuration:  0022-1111
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+----------------------
+--- Ordered by energy, Printing the list of the 2 duplicates of '0022-1111'
+---  Duplicate  0 in the list of duplicate, And at position 124 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  59.697236073290554
+ --- Workload:  500528000000.0
+--------------
+---  Duplicate  1 in the list of duplicate, And at position 166 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Energy efficiency:  11525411226.672567
+ --- Energy:  42.75164023390624
+ --- Workload:  426227000000.0
+--------------
+--------------
+--- We append this Median as duplicate representant at position 0 in the list of duplicates, And at position 124 in the X datas point
+--------------
+ --- Configuration:  0022-1111
+ --- Energy efficiency:  11384996168.94879
+ --- Energy:  59.697236073290554
+ --- Workload:  500528000000.0
+--------------
+ --- Checking value  [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1]]
+ --- Answer : we add the configuration, it is  not yet present
+ --- Checking value  [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]
+ --- Retained configurations  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0]]
  --- Answer : we add the configuration, it is  not yet present
 final_X_user friendly : 
-  ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '1000-0000', '2000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '0333-0030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '2200-1000']
+  ['0303-1010', '0303-0100', '2222-0220', '0030-0000', '0020-0010', '1000-1010', '0010-3300', '0011-0111', '3303-0001', '0022-0030', '0011-1100', '3303-1010', '0003-1001', '0000-0000', '3000-0000', '3300-0000', '3330-0000', '0000-3000', '0000-3300', '0000-3330', '3300-3000', '3330-3000', '3000-3000', '3000-3300', '3000-3330', '1000-0000', '2000-0000', '1100-0000', '2200-0000', '1110-0000', '2220-0000', '3300-1000', '3300-2000', '1100-1000', '2200-2000', '3000-1000', '3000-2000', '1000-1000', '1001-2000', '0111-0000', '0011-0000', '1001-0002', '2002-0101', '0303-0000', '0101-2220', '0001-0020', '2000-2000', '3000-1100', '3000-2200', '1000-1100', '2000-2200', '0000-1000', '0000-2000', '0000-2200', '1001-2220', '0200-1100', '2002-0100', '0000-0001', '0101-0200', '3330-2220', '2002-2000', '0001-0200', '0220-0020', '0303-1000', '0110-0020', '0030-2000', '2002-1001', '0101-2020', '0202-1001', '0220-1001', '1111-0101', '0011-2200', '2222-2200', '1011-0100', '0033-2200', '0101-0330', '0100-0200', '1101-2000', '0333-0011', '1011-3330', '1011-3030', '0010-0101', '0110-0010', '0011-3000', '0020-2000', '0110-1001', '1011-2200', '0222-0300', '0110-0100', '0200-0100', '2220-3330', '0020-2220', '2220-2220', '0002-3000', '2020-3030', '2022-2200', '0020-1100', '1110-3330', '0111-2000', '0033-0220', '2022-1001', '0003-0001', '3033-1010', '0100-3000', '2020-1000', '0202-0200', '0300-0010', '0200-3330', '1010-2000', '0033-0011', '3030-1001', '0010-0011', '2220-0330', '3330-0030', '0200-0010', '2022-0330', '0022-1111', '2220-0300', '3330-0101', '0001-0220', '1100-0020', '1100-1001', '3000-0011', '2000-1001', '2020-0220', '2020-0030', '1111-3330', '0222-2220', '2200-1000', '0222-1000', '0330-0300', '0300-0000', '3030-0110', '3303-0111', '3003-0220', '1000-0100', '0030-2200', '0202-0001', '3333-0001', '1000-2200', '1100-3000', '0020-1111', '3030-1101', '0002-0111', '1011-0330', '3030-0000', '0111-0001', '1111-3300', '0002-3330', '3000-0001', '1011-0011', '0220-2000', '0303-1001']
 final_X : 
-  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0]]
+  [[2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [0.0, 0, 0, 1, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 1, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 0, 1, 1, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 0.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 1, 0, 0, 0, 0, 0], [0.0, 0, 0, 1, 1, 0, 0, 0, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [2.0, 0, 1, 0, 1, 0, 0, 0, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 1, 1, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [1.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1], [1.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 1, 1, 1, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 1, 1, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 2.0, 0, 1, 1, 0], [0.0, 0, 1, 0, 0, 1.0, 0, 1, 0, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 2.0, 1, 1, 1, 0], [0.0, 1, 0, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 0, 1, 1, 0.0, 0, 0, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [1.0, 0, 0, 1, 1, 0.0, 1, 1, 1, 1], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 1, 1, 1, 0, 0.0, 0, 1, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 1], [1.0, 1, 0, 1, 0, 1.0, 0, 1, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 0, 1, 1, 1, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [2.0, 1, 1, 0, 1, 0.0, 0, 1, 1, 1], [2.0, 1, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 1, 0, 0], [1.0, 0, 1, 0, 1, 0.0, 0, 0, 0, 1], [2.0, 1, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 1, 0, 0, 2.0, 1, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 1, 1], [2.0, 1, 0, 1, 0, 0.0, 1, 1, 0, 1], [1.0, 0, 0, 0, 1, 0.0, 0, 1, 1, 1], [0.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 1, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 0, 0], [1.0, 0, 0, 0, 1, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 0.0, 0, 0, 1, 1], [1.0, 0, 1, 1, 0, 1.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 1]]
 final_y : 
-  [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4197888462.103562, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454]
+  [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5065035050.042546, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2780233650.836016, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454, 9969791531.659073, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679]
  --- Actual line: ['X_0' 'X_1' 'X_2' 'X_3' 'X_4' 'X_5' 'X_6' 'X_7' 'X_8' 'X_9' 'y']
  --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
@@ -41741,6 +50952,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 3.99867244e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 6.50165467e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 6.53278806e+09]
@@ -41767,9 +50981,9 @@ final_y :
  --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.01698776e+09]
- --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 1.98022939e+09]
+ --- Actual line: [2.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 2.0750332e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.37724029e+09]
@@ -41793,7 +51007,7 @@ final_y :
  0.00000000e+00 0.00000000e+00 4.14998029e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 6.61113315e+09]
+ 0.00000000e+00 0.00000000e+00 6.47324607e+09]
  --- Actual line: [2.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
  2.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
  8.2244282e+09]
@@ -41826,7 +51040,7 @@ final_y :
  5.947637e+09]
  --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 5.03552563e+09]
+ 0.00000000e+00 0.00000000e+00 5.06503505e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.32660051e+09]
@@ -41844,7 +51058,7 @@ final_y :
  0.00000000e+00 0.00000000e+00 3.13983572e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
- 0.00000000e+00 0.00000000e+00 2.74541242e+09]
+ 0.00000000e+00 0.00000000e+00 2.78023365e+09]
  --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 7.04309671e+09]
@@ -41890,6 +51104,9 @@ final_y :
  --- Actual line: [1.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  0.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
  6.5400085e+09]
+ --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 7.24543176e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 3.32139844e+09]
@@ -41949,7 +51166,7 @@ final_y :
  1.00000000e+00 0.00000000e+00 7.87829608e+09]
  --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
- 0.00000000e+00 0.00000000e+00 4.19788846e+09]
+ 0.00000000e+00 0.00000000e+00 4.09322735e+09]
  --- Actual line: [0.000000e+00 1.000000e+00 1.000000e+00 0.000000e+00 1.000000e+00
  1.000000e+00 1.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
  6.788175e+09]
@@ -42004,9 +51221,6 @@ final_y :
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
  1.00000000e+00 0.00000000e+00 7.52995038e+09]
- --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
- 1.00000000e+00 2.00000000e+00 0.00000000e+00 0.00000000e+00
- 1.00000000e+00 0.00000000e+00 8.47780933e+09]
  --- Actual line: [1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 1.05789209e+10]
@@ -42073,6 +51287,9 @@ final_y :
  --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
  1.00000000e+00 1.00000000e+00 1.13849962e+10]
+ --- Actual line: [1.0000000e+00 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00
+ 2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.0026892e+09]
  --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
  0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
  0.00000000e+00 1.00000000e+00 8.26261908e+09]
@@ -42106,10704 +51323,2052 @@ final_y :
  --- Actual line: [1.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
  0.00000000e+00 0.00000000e+00 5.02305583e+09]
---- Size of X after removing duplicates:  127
---- Number of duplicates points removed :  10
-*** Ratio energy by wokload :  [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 1980229389.772511, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6611133148.221605, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5035525633.343237, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2745412415.8531094, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4197888462.103562, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 8477809334.068076, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.96979153e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.12744259e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00 0.0000000e+00
+ 1.0475526e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 7.50401465e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.02255867e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.52893013e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 4.40716958e+09]
+ --- Actual line: [2.0000000e+00 0.0000000e+00 0.0000000e+00 1.0000000e+00 0.0000000e+00
+ 1.0000000e+00 1.0000000e+00 1.0000000e+00 0.0000000e+00 0.0000000e+00
+ 6.7438614e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 7.54386759e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.68157306e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 6.56374711e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 2.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.33840126e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 1.00172497e+10]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 9.15239656e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 1.00000000e+00 9.11651822e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 8.88675607e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 2.11718626e+09]
+ --- Actual line: [0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 6.25433895e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 0.00000000e+00 9.44242481e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 2.00000000e+00 1.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 9.14787541e+09]
+ --- Actual line: [2.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 3.62984312e+09]
+ --- Actual line: [0.00000000e+00 1.00000000e+00 0.00000000e+00 1.00000000e+00
+ 1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
+ 1.00000000e+00 1.00000000e+00 8.73782166e+09]
+ --- Actual line: [1.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
+ 0.00000000e+00 1.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 0.00000000e+00 5.28181103e+09]
+ --- Actual line: [2.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 1.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
+ 0.00000000e+00 1.00000000e+00 8.47996608e+09]
+--- Size of X after removing duplicates:  153
+--- Number of duplicates points removed :  16
+*** Ratio energy by wokload :  [8236960890.90969, 7192278369.94203, 11285968381.230984, 994906080.8659663, 3998672440.749671, 6501654671.113798, 6532788063.289651, 8964027358.211496, 8321129010.784183, 7249844128.351241, 7650055845.407672, 9340120487.55429, 6806147312.252427, 0.08333333333333333, 1016987763.6032282, 2075033200.5312083, 5377240292.736961, 3307720550.5370083, 5789616901.049658, 7665772326.561901, 5072151352.996373, 5822958761.806049, 4149980287.5936337, 6473246073.976255, 8224428196.629629, 997516184.7000968, 1014996574.3865615, 2018619748.5607243, 1998856653.9939156, 2905397356.669485, 2991522026.5766816, 5058399218.983161, 5026691733.102776, 5947637003.818383, 5065035050.042546, 5326600510.288329, 3742206854.226074, 4062233415.93208, 5236095548.271565, 3139835723.7949314, 2780233650.836016, 7043096708.760907, 8950387999.31977, 5363512027.675722, 9185604320.908272, 4533975344.242078, 4153496621.1304984, 6443423519.784533, 6519117311.516021, 6448575832.027497, 6539495281.754154, 3145168392.3157244, 3331046015.069652, 5724131219.984087, 9166575000.916658, 6540008502.011052, 7245431755.278297, 3321398441.599851, 5549420363.04308, 9229945635.620207, 7263008047.412917, 4385426351.149858, 5040602049.508794, 6928278461.367919, 5821399464.43125, 4809102669.532892, 8795770993.306417, 8367150566.874451, 8895689149.038376, 7282684688.88371, 8622547962.923044, 7849108733.703288, 11468876336.840899, 6807769026.0124855, 8336042547.16116, 7878296082.123358, 4093227346.033253, 6788174999.151478, 9607255399.277534, 10000990098.019703, 8871225293.637558, 6657080470.788732, 5194211570.625695, 6806981239.9597025, 4244013818.5089927, 7487495881.877265, 8782098570.274353, 9750580159.519491, 5162462701.2069845, 4242843383.922169, 9571301409.852697, 8376542330.856669, 9479212087.891254, 5449442794.474265, 7529950377.627011, 10578920865.440357, 6670179627.937381, 9413093613.215984, 6681499595.769274, 8384408354.2244835, 10534122128.398308, 5256269415.345153, 9521179864.608822, 4292324465.390988, 6005284650.492433, 7512075661.626064, 3550266447.4968843, 8906781623.528154, 5000900162.029165, 8411277841.329655, 8447801037.389967, 6634071263.19351, 8252186829.509821, 6057595619.146848, 3751444306.0578322, 10619025470.794495, 11384996168.94879, 6002689204.763734, 8262619084.997563, 9243340173.405062, 5236287472.182222, 7522756337.9222145, 6788774083.176061, 6591219177.81132, 7467367603.572389, 5336236245.851076, 10965958375.4152, 11414873580.275099, 5023055826.242454, 9969791531.659073, 5127442585.46165, 1047552602.8539523, 7504014647.836593, 10225586667.47108, 8528930131.004368, 4407169583.478402, 6743861400.160503, 7543867590.03606, 9681573061.991112, 6563747111.951271, 5338401255.591975, 10017249703.99027, 9152396555.037937, 9116518219.361662, 8886756067.432705, 2117186259.461176, 6254338947.644929, 9442424814.692413, 9147875405.936972, 3629843118.1804323, 8737821661.059898, 5281811027.365063, 8479966080.135679]
 ---> getting userfriendly values from X values
 ---> getting userfriendly values from X values
-Train set Configurations :  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-Train set energy by workload :  [6.80776903e+09 8.22442820e+09 9.41309361e+09 5.00090016e+09
- 5.44944279e+09 8.38440835e+09 4.38542635e+09 5.54942036e+09
- 7.87829608e+09 8.79577099e+09 8.41127784e+09 7.19227837e+09
- 7.66577233e+09 5.07215135e+09 6.68149960e+09 5.33623625e+09
- 8.96402736e+09 8.90678162e+09 6.54000850e+09 7.65005585e+09
- 5.04060205e+09 8.26261908e+09 5.02305583e+09 9.34012049e+09
- 4.19788846e+09 2.01861975e+09 5.94763700e+09 6.59121918e+09
- 5.82139946e+09 9.22994564e+09 7.46736760e+09 5.78961690e+09
- 1.00009901e+10 1.14148736e+10 8.78209857e+09 7.24984413e+09
- 7.52995038e+09 3.55026645e+09 1.13849962e+10 6.65708047e+09
- 6.63407126e+09 6.00528465e+09 3.14516839e+09 9.60725540e+09
- 5.72413122e+09 5.19421157e+09 8.89568915e+09 1.09659584e+10
- 7.48749588e+09 1.14688763e+10 6.44342352e+09 8.62254796e+09
- 9.57130141e+09 7.84910873e+09 5.23628747e+09 7.26300805e+09
- 5.03552563e+09 3.13983572e+09 3.33104602e+09 5.36351203e+09
- 3.99867244e+09 4.29232447e+09 7.28268469e+09 2.74541242e+09
- 5.23609555e+09 5.82295876e+09 9.47921209e+09 5.02669173e+09
- 4.80910267e+09 6.51911731e+09 9.75058016e+09 7.52275634e+09
- 6.67017963e+09 6.53949528e+09 5.32660051e+09 8.32112901e+09
- 7.51207566e+09 6.78817500e+09 4.24401382e+09 9.18560432e+09
- 6.61113315e+09 8.33604255e+09 8.44780104e+09 5.37724029e+09
- 7.04309671e+09]
-Test set Configurations :  [[2.0, 1, 0, 1, 1, 0.0, 1, 0, 1, 0], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 1, 0, 2.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 1, 1, 2.0, 0, 1, 1, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 1, 1, 2.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 1, 0, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [0, 0, 0, 0, 0, 0.0, 0, 0, 0, 1], [1.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [1.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 0, 1, 0, 0, 0.0, 0, 0, 1, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [2.0, 0, 0, 0, 1, 0.0, 0, 0, 0, 1], [1.0, 0, 1, 0, 0, 0.0, 0, 1, 0, 0], [0.0, 0, 0, 1, 1, 2.0, 1, 0, 0, 0], [2.0, 1, 0, 0, 0, 0.0, 0, 0, 1, 1], [1.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 0, 0, 0], [0, 0, 0, 0, 0, 2.0, 1, 0, 0, 0], [2.0, 0, 1, 1, 1, 2.0, 0, 0, 1, 0], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 0, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 1, 0, 0]]
-Test set energy by workload :  [9521179864.608822, 8376542330.856669, 0.08333333333333333, 994906080.8659663, 8950387999.31977, 997516184.7000968, 8252186829.509821, 9166575000.916658, 10619025470.794495, 6928278461.367919, 11285968381.230984, 8871225293.637558, 4062233415.93208, 2905397356.669485, 5058399218.983161, 1980229389.772511, 8236960890.90969, 5162462701.2069845, 10534122128.398308, 3321398441.599851, 4153496621.1304984, 1014996574.3865615, 6806147312.252427, 9243340173.405062, 1016987763.6032282, 3751444306.0578322, 6057595619.146848, 6532788063.289651, 5256269415.345153, 4242843383.922169, 6806981239.9597025, 6788774083.176061, 2991522026.5766816, 4149980287.5936337, 3307720550.5370083, 8477809334.068076, 1998856653.9939156, 3742206854.226074, 4533975344.242078, 10578920865.440357, 8367150566.874451, 6448575832.027497]
-Train set Configurations in user friendly mode :  ['1011-0100', '3000-3330', '1110-3330', '1010-2000', '0002-3000', '0033-0220', '0001-0200', '0101-0200', '0101-0330', '2002-1001', '0033-0011', '0303-0100', '0000-3330', '3300-3000', '0111-2000', '2020-0030', '0011-0111', '0200-3330', '0200-1100', '0011-1100', '0220-0020', '3330-0101', '2200-1000', '3303-1010', '0100-0200', '1100-0000', '1100-1000', '2000-1001', '0110-0020', '3330-2220', '2020-0220', '0000-3300', '1011-3330', '0222-2220', '1011-2200', '0022-0030', '2020-3030', '0300-0010', '0022-1111', '0010-0101', '0010-0011', '2020-1000', '0000-1000', '0333-0011', '0000-2200', '0110-0010', '0202-1001', '1111-3330', '0110-1001', '2222-2200', '3000-1100', '1111-0101', '2220-3330', '0011-2200', '1100-0020', '2002-2000', '2200-2000', '0111-0000', '0000-2000', '0303-0000', '0020-0010', '0100-3000', '0220-1001', '0011-0000', '1001-2000', '3330-3000', '2220-2220', '3300-2000', '0030-2000', '3000-2200', '0222-0300', '1100-1001', '0020-1100', '2000-2200', '3000-1000', '3303-0001', '0202-0200', '1101-2000', '0020-2000', '0101-2220', '3000-3300', '0033-2200', '3030-1001', '3330-0000', '1001-0002']
-Test set Configurations in user friendly mode :  ['3033-1010', '0020-2220', '0000-0000', '0030-0000', '2002-0101', '1000-0000', '2220-0330', '1001-2220', '2022-0330', '0303-1000', '2222-0220', '1011-3030', '1000-1000', '1110-0000', '3300-1000', '3300-0000', '0303-1010', '0110-0100', '2022-1001', '0000-0001', '2000-2000', '2000-0000', '0003-1001', '0001-0220', '3000-0000', '0200-0010', '3330-0030', '0010-3300', '0003-0001', '0200-0100', '0011-3000', '3000-0011', '2220-0000', '3000-3000', '0000-3000', '0333-0030', '2200-0000', '3000-2000', '0001-0020', '2022-2200', '0101-2020', '1000-1100']
-Size of X_train:  85
-Size of X_test:  42
+Train set Configurations :  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+Train set energy by workload :  [2.01861975e+09 3.74220685e+09 8.41127784e+09 8.88675607e+09
+ 8.52893013e+09 5.07215135e+09 9.11651822e+09 8.26261908e+09
+ 5.00090016e+09 5.44944279e+09 8.33333333e-02 2.99152203e+09
+ 9.44242481e+09 7.54386759e+09 9.22994564e+09 9.68157306e+09
+ 6.56374711e+09 8.33604255e+09 5.82295876e+09 6.54000850e+09
+ 5.37724029e+09 5.28181103e+09 6.00268920e+09 6.78877408e+09
+ 5.25626942e+09 5.78961690e+09 4.24401382e+09 4.38542635e+09
+ 4.24284338e+09 5.33623625e+09 7.19227837e+09 7.24543176e+09
+ 7.66577233e+09 7.48749588e+09 6.59121918e+09 7.24984413e+09
+ 7.26300805e+09 5.06503505e+09 2.78023365e+09 7.65005585e+09
+ 1.06190255e+10 1.02255867e+10 1.01499657e+09 5.02669173e+09
+ 3.62984312e+09 7.52275634e+09 5.04060205e+09 8.25218683e+09
+ 3.32139844e+09 6.80776903e+09 8.73782166e+09 3.30772055e+09
+ 3.55026645e+09 8.47996608e+09 3.75144431e+09 8.32112901e+09
+ 9.96979153e+09 3.13983572e+09 6.44857583e+09 1.00009901e+10
+ 9.15239656e+09 9.57130141e+09 6.74386140e+09 6.53949528e+09
+ 4.09322735e+09 8.44780104e+09 3.33104602e+09 8.87122529e+09
+ 8.79577099e+09 1.00172497e+10 6.80698124e+09 2.11718626e+09
+ 8.62254796e+09 4.15349662e+09 8.89568915e+09 5.16246270e+09
+ 7.28268469e+09 8.36715057e+09 5.33840126e+09 5.54942036e+09
+ 5.94763700e+09 5.23609555e+09 4.29232447e+09 3.14516839e+09
+ 8.90678162e+09 3.99867244e+09 9.52117986e+09 4.06223342e+09
+ 1.13849962e+10 7.46736760e+09 5.05839922e+09 6.92827846e+09
+ 6.44342352e+09 9.14787541e+09 1.05789209e+10 8.96402736e+09
+ 6.00528465e+09 7.87829608e+09 5.36351203e+09 4.14998029e+09
+ 1.14688763e+10 2.07503320e+09]
+Test set Configurations :  [[2.0, 0, 0, 0, 1, 0.0, 1, 0, 0, 1], [2.0, 0, 0, 1, 0, 0, 0, 0, 0, 0], [0.0, 0, 1, 1, 0, 0.0, 0, 0, 1, 0], [0.0, 0, 0, 1, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 1, 1, 0, 2.0, 0, 0, 1, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 1, 1, 1, 0.0, 0, 0, 1, 1], [0.0, 1, 1, 1, 0, 0, 0, 0, 0, 0], [2.0, 0, 1, 0, 0, 0, 0, 0, 0, 0], [2.0, 0, 1, 1, 0, 2.0, 0, 1, 0, 0], [0, 0, 0, 0, 0, 1.0, 1, 1, 0, 0], [2.0, 1, 0, 1, 0, 0.0, 0, 1, 1, 0], [1.0, 0, 1, 0, 1, 1.0, 0, 1, 0, 0], [0.0, 0, 1, 0, 1, 1.0, 1, 1, 1, 0], [2.0, 0, 0, 1, 1, 1.0, 0, 1, 1, 0], [0.0, 1, 0, 0, 0, 0.0, 1, 0, 1, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 2.0, 1, 1, 0, 0], [2.0, 1, 0, 0, 0, 1.0, 1, 1, 0, 0], [0.0, 1, 0, 0, 1, 1.0, 0, 0, 0, 1], [2.0, 1, 0, 0, 0, 0.0, 1, 0, 0, 0], [1.0, 1, 1, 1, 0, 1.0, 1, 1, 1, 0], [1.0, 1, 0, 0, 1, 0.0, 0, 1, 0, 1], [0.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [1.0, 0, 0, 1, 0, 0.0, 1, 1, 0, 0], [0.0, 0, 1, 1, 0, 1.0, 0, 0, 1, 0], [0.0, 0, 1, 1, 1, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 1, 1, 2.0, 1, 1, 1, 0], [1.0, 1, 1, 1, 1, 1.0, 0, 1, 1, 0], [1.0, 0, 1, 1, 1, 2.0, 0, 1, 0, 0], [0.0, 1, 0, 0, 0, 0.0, 0, 1, 0, 0], [1.0, 0, 1, 1, 1, 1.0, 1, 1, 1, 0], [0.0, 0, 0, 1, 1, 1.0, 1, 1, 0, 0], [2.0, 0, 0, 1, 0, 1.0, 1, 0, 0, 0], [0.0, 1, 1, 0, 0, 1.0, 0, 0, 1, 0], [0.0, 1, 1, 1, 0, 2.0, 1, 1, 1, 0], [2.0, 1, 0, 0, 0, 0, 0, 0, 0, 0], [0.0, 0, 0, 0, 1, 1.0, 0, 0, 1, 0], [1.0, 1, 0, 1, 0, 2.0, 1, 0, 1, 0], [0.0, 1, 1, 0, 1, 1.0, 1, 0, 0, 0], [0.0, 0, 0, 1, 0, 0.0, 0, 0, 1, 1], [0.0, 0, 0, 1, 0, 0.0, 0, 1, 0, 1], [1.0, 0, 0, 1, 0, 1.0, 1, 1, 1, 0], [0.0, 0, 1, 1, 1, 0.0, 0, 0, 0, 1], [0.0, 1, 0, 1, 1, 1.0, 1, 1, 0, 0], [2.0, 1, 1, 0, 1, 0.0, 1, 0, 1, 0], [1.0, 1, 0, 1, 1, 0.0, 1, 0, 0, 1], [1.0, 1, 1, 0, 0, 0, 0, 0, 0, 0], [1.0, 1, 1, 0, 0, 0.0, 1, 0, 0, 0], [2.0, 0, 1, 0, 1, 0.0, 1, 0, 1, 0]]
+Test set energy by workload :  [6806147312.252427, 994906080.8659663, 5194211570.625695, 6532788063.289651, 6057595619.146848, 9243340173.405062, 9166575000.916658, 9607255399.277534, 2905397356.669485, 1047552602.8539523, 5127442585.46165, 5724131219.984087, 7504014647.836593, 7512075661.626064, 9185604320.908272, 8384408354.2244835, 6501654671.113798, 8224428196.629629, 6473246073.976255, 6519117311.516021, 7043096708.760907, 5326600510.288329, 9479212087.891254, 8950387999.31977, 997516184.7000968, 6670179627.937381, 5821399464.43125, 6681499595.769274, 10965958375.4152, 11285968381.230984, 9750580159.519491, 4407169583.478402, 11414873580.275099, 7849108733.703288, 4809102669.532892, 5236287472.182222, 9413093613.215984, 1016987763.6032282, 4533975344.242078, 7529950377.627011, 6788174999.151478, 6634071263.19351, 6657080470.788732, 8376542330.856669, 6254338947.644929, 8782098570.274353, 9340120487.55429, 10534122128.398308, 1998856653.9939156, 5023055826.242454, 8236960890.90969]
+Train set Configurations in user friendly mode :  ['1100-0000', '3000-2000', '0033-0011', '1011-0330', '3003-0220', '3300-3000', '0002-0111', '3330-0101', '1010-2000', '0002-3000', '0000-0000', '2220-0000', '1111-3300', '0202-0001', '3330-2220', '3333-0001', '1000-2200', '0033-2200', '3330-3000', '0200-1100', '3330-0000', '0220-2000', '2220-0300', '3000-0011', '0003-0001', '0000-3300', '0020-2000', '0001-0200', '0200-0100', '2020-0030', '0303-0100', '2002-0100', '0000-3330', '0110-1001', '2000-1001', '0022-0030', '2002-2000', '2200-2000', '0011-0000', '0011-1100', '2022-0330', '3303-0111', '2000-0000', '3300-2000', '3000-0001', '1100-1001', '0220-0020', '2220-0330', '0000-0001', '1011-0100', '1011-0011', '0000-3000', '0300-0010', '0303-1001', '0200-0010', '3303-0001', '0222-1000', '0111-0000', '1000-1100', '1011-3330', '3030-1101', '2220-3330', '0030-2200', '2000-2200', '0100-0200', '3030-1001', '0000-2000', '1011-3030', '2002-1001', '0020-1111', '0011-3000', '3030-0000', '1111-0101', '2000-2000', '0202-1001', '0110-0100', '0220-1001', '0101-2020', '1100-3000', '0101-0200', '1100-1000', '1001-2000', '0100-3000', '0000-1000', '0200-3330', '0020-0010', '3033-1010', '1000-1000', '0022-1111', '2020-0220', '3300-1000', '0303-1000', '3000-1100', '0002-3330', '2022-2200', '0011-0111', '2020-1000', '0101-0330', '0303-0000', '3000-3000', '2222-2200', '3300-0000']
+Test set Configurations in user friendly mode :  ['0003-1001', '0030-0000', '0110-0010', '0010-3300', '3330-0030', '0001-0220', '1001-2220', '0333-0011', '1110-0000', '0300-0000', '0330-0300', '0000-2200', '3030-0110', '0202-0200', '0101-2220', '0033-0220', '1000-1010', '3000-3330', '3000-3300', '3000-2200', '1001-0002', '3000-1000', '2220-2220', '2002-0101', '1000-0000', '0020-1100', '0110-0020', '0111-2000', '1111-3330', '2222-0220', '0222-0300', '1000-0100', '0222-2220', '0011-2200', '0030-2000', '1100-0020', '1110-3330', '3000-0000', '0001-0020', '2020-3030', '1101-2000', '0010-0011', '0010-0101', '0020-2220', '0111-0001', '1011-2200', '3303-1010', '2022-1001', '2200-0000', '2200-1000', '0303-1010']
+Size of X_train:  102
+Size of X_test:  51
  *****  Training the datas ***** 
- **** Predicted y test =  [8.98313623e+09 8.40403986e+09 1.23117566e+09 3.24535241e+09
- 8.60397032e+09 2.31544057e+09 8.41006056e+09 9.23553188e+09
- 9.54949367e+09 6.76971345e+09 1.02602547e+10 8.27337705e+09
- 4.28916686e+09 3.89565335e+09 5.56035940e+09 3.97787862e+09
- 7.93977031e+09 4.87909347e+09 9.70960406e+09 3.77420130e+09
- 4.78279309e+09 2.97821316e+09 7.96392062e+09 6.61929665e+09
- 3.43812977e+09 4.08336106e+09 6.22504659e+09 6.70109813e+09
- 6.53963753e+09 4.48960864e+09 5.89532198e+09 6.68275309e+09
- 4.60181489e+09 4.62127665e+09 3.62031957e+09 7.93804069e+09
- 3.56105763e+09 4.84635238e+09 4.76622994e+09 9.70829462e+09
- 7.46114137e+09 6.00692228e+09]
+ **** Predicted y test =  [7.52166602e+09 2.20234983e+09 4.15017654e+09 6.38487411e+09
+ 5.91432793e+09 6.87421870e+09 9.81090355e+09 9.44617909e+09
+ 3.14820162e+09 2.15625874e+09 5.51429301e+09 5.50448499e+09
+ 6.89181662e+09 6.83415913e+09 9.77499874e+09 8.71827991e+09
+ 5.87454706e+09 7.63747287e+09 6.02686967e+09 6.19803122e+09
+ 5.81658121e+09 4.08655600e+09 1.01091420e+10 8.50247661e+09
+ 1.29440082e+09 6.68913526e+09 4.58176230e+09 7.27108687e+09
+ 1.09973191e+10 1.04625906e+10 7.79802986e+09 3.71557348e+09
+ 1.14562658e+10 8.06360113e+09 4.43245654e+09 4.51632449e+09
+ 9.31846076e+09 1.80128826e+09 4.84969237e+09 7.30544656e+09
+ 7.18116355e+09 5.59324335e+09 5.65271088e+09 8.52426565e+09
+ 6.50215497e+09 9.14381569e+09 9.20679951e+09 1.01274705e+10
+ 2.78352109e+09 5.49185963e+09 8.31284618e+09]
 Start computin r squared, result = 
-column mean vector=  [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646]
- diff with mean vector  [ 3.77133752e+09  2.62669999e+09 -5.74984234e+09 -4.75493626e+09
-  3.20054566e+09 -4.75232616e+09  2.50234449e+09  3.41673266e+09
-  4.86918313e+09  1.17843612e+09  5.53612604e+09  3.12138295e+09
- -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09
-  2.48711855e+09 -5.87379640e+08  4.78427979e+09 -2.42844390e+09
- -1.59634572e+09 -4.73484577e+09  1.05630497e+09  3.49349783e+09
- -4.73285458e+09 -1.99839803e+09  3.07753278e+08  7.82945723e+08
- -4.93572925e+08 -1.50699896e+09  1.05713890e+09  1.03893174e+09
- -2.75832031e+09 -1.59986205e+09 -2.44212179e+09  2.72796699e+09
- -3.75098569e+09 -2.00763549e+09 -1.21586700e+09  4.82907852e+09
-  2.61730823e+09  6.98733491e+08]
- diff with mean vector squared   [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19
- 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19
- 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18
- 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19
- 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18
- 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19
- 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17
- 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18
- 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18
- 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19
- 6.85030235e+18 4.88228492e+17]
- diff with predicted vector  [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09
-  3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07
-  1.06953180e+09  1.58565011e+08  1.02571363e+09  5.97848244e+08
- -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09
-  2.97190580e+08  2.83369227e+08  8.24518070e+08 -4.52802863e+08
- -6.29296471e+08 -1.96321658e+09 -1.15777331e+09  2.62404352e+09
- -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08
- -1.28336812e+09 -2.46765253e+08  9.11659255e+08  1.06020994e+08
- -1.61029286e+09 -4.71296365e+08 -3.12599018e+08  5.39768648e+08
- -1.56220098e+09 -1.10414552e+09 -2.32254591e+08  8.70626249e+08
-  9.06009192e+08  4.41653555e+08]
- diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18
- 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15
- 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17
- 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18
- 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17
- 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18
- 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16
- 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16
- 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17
- 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17
- 8.20852656e+17 1.95057862e+17]
-End computing r squared, result =  0.880848461678771
- Kernel ridge R2 score =  0.880848461678771
+column mean vector=  [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873]
+ diff with mean vector  [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08
+ -7.36919342e+08  2.44882521e+09  2.37206004e+09  2.81274044e+09
+ -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09
+  7.09499687e+08  7.17560700e+08  2.39108936e+09  1.58989339e+09
+ -2.92860290e+08  1.42991324e+09 -3.21268887e+08 -2.75397650e+08
+  2.48581747e+08 -1.46791445e+09  2.68469713e+09  2.15587304e+09
+ -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08
+  4.17144341e+09  4.49145342e+09  2.95606520e+09 -2.38734538e+09
+  4.62035862e+09  1.05459377e+09 -1.98541229e+09 -1.55822749e+09
+  2.61857865e+09 -5.77752720e+09 -2.26053962e+09  7.35435416e+08
+ -6.33996212e+06 -1.60443698e+08 -1.37434490e+08  1.58202737e+09
+ -5.40176014e+08  1.98758361e+09  2.54560553e+09  3.73960717e+09
+ -4.79565831e+09 -1.77145914e+09  1.44244593e+09]
+ diff with mean vector squared   [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16
+ 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18
+ 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18
+ 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18
+ 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16
+ 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18
+ 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16
+ 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18
+ 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18
+ 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17
+ 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18
+ 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19
+ 2.29983386e+19 3.13806747e+18 2.08065026e+18]
+ diff with predicted vector  [-7.15518707e+08 -1.20744374e+09  1.04403503e+09  1.47913953e+08
+  1.43267693e+08  2.36912148e+09 -6.44328552e+08  1.61076313e+08
+ -2.42804267e+08 -1.10870613e+09 -3.86850424e+08  2.19646226e+08
+  6.12198030e+08  6.77916531e+08 -5.89394415e+08 -3.33871555e+08
+  6.27107615e+08  5.86955330e+08  4.46376402e+08  3.21086093e+08
+  1.22651549e+09  1.24004451e+09 -6.29929944e+08  4.47911387e+08
+ -2.96884633e+08 -1.89556306e+07  1.23963717e+09 -5.89587273e+08
+ -3.13606764e+07  8.23377804e+08  1.95255030e+09  6.91596102e+08
+ -4.13922534e+07 -2.14492392e+08  3.76646128e+08  7.19962981e+08
+  9.46328531e+07 -7.84300496e+08 -3.15717029e+08  2.24503822e+08
+ -3.92988550e+08  1.04082792e+09  1.00436959e+09 -1.47723314e+08
+ -2.47816019e+08 -3.61717124e+08  1.33320977e+08  4.06651639e+08
+ -7.84664440e+08 -4.68803808e+08 -7.58852870e+07]
+ diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16
+ 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16
+ 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16
+ 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17
+ 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17
+ 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17
+ 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17
+ 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17
+ 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17
+ 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16
+ 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16
+ 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17
+ 6.15698284e+17 2.19777011e+17 5.75857678e+15]
+End computing r squared, result =  0.9186977927112677
+ Kernel ridge R2 score =  0.9186977927112677
 printing plots
 Start computin r squared, result = 
-column mean vector=  [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646]
- diff with mean vector  [ 3.77133752e+09  2.62669999e+09 -5.74984234e+09 -4.75493626e+09
-  3.20054566e+09 -4.75232616e+09  2.50234449e+09  3.41673266e+09
-  4.86918313e+09  1.17843612e+09  5.53612604e+09  3.12138295e+09
- -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09
-  2.48711855e+09 -5.87379640e+08  4.78427979e+09 -2.42844390e+09
- -1.59634572e+09 -4.73484577e+09  1.05630497e+09  3.49349783e+09
- -4.73285458e+09 -1.99839803e+09  3.07753278e+08  7.82945723e+08
- -4.93572925e+08 -1.50699896e+09  1.05713890e+09  1.03893174e+09
- -2.75832031e+09 -1.59986205e+09 -2.44212179e+09  2.72796699e+09
- -3.75098569e+09 -2.00763549e+09 -1.21586700e+09  4.82907852e+09
-  2.61730823e+09  6.98733491e+08]
- diff with mean vector squared   [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19
- 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19
- 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18
- 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19
- 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18
- 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19
- 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17
- 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18
- 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18
- 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19
- 6.85030235e+18 4.88228492e+17]
- diff with predicted vector  [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09
-  3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07
-  1.06953180e+09  1.58565011e+08  1.02571363e+09  5.97848244e+08
- -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09
-  2.97190580e+08  2.83369227e+08  8.24518070e+08 -4.52802863e+08
- -6.29296471e+08 -1.96321658e+09 -1.15777331e+09  2.62404352e+09
- -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08
- -1.28336812e+09 -2.46765253e+08  9.11659255e+08  1.06020994e+08
- -1.61029286e+09 -4.71296365e+08 -3.12599018e+08  5.39768648e+08
- -1.56220098e+09 -1.10414552e+09 -2.32254591e+08  8.70626249e+08
-  9.06009192e+08  4.41653555e+08]
- diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18
- 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15
- 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17
- 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18
- 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17
- 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18
- 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16
- 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16
- 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17
- 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17
- 8.20852656e+17 1.95057862e+17]
-End computing r squared, result =  0.880848461678771
+column mean vector=  [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873]
+ diff with mean vector  [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08
+ -7.36919342e+08  2.44882521e+09  2.37206004e+09  2.81274044e+09
+ -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09
+  7.09499687e+08  7.17560700e+08  2.39108936e+09  1.58989339e+09
+ -2.92860290e+08  1.42991324e+09 -3.21268887e+08 -2.75397650e+08
+  2.48581747e+08 -1.46791445e+09  2.68469713e+09  2.15587304e+09
+ -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08
+  4.17144341e+09  4.49145342e+09  2.95606520e+09 -2.38734538e+09
+  4.62035862e+09  1.05459377e+09 -1.98541229e+09 -1.55822749e+09
+  2.61857865e+09 -5.77752720e+09 -2.26053962e+09  7.35435416e+08
+ -6.33996212e+06 -1.60443698e+08 -1.37434490e+08  1.58202737e+09
+ -5.40176014e+08  1.98758361e+09  2.54560553e+09  3.73960717e+09
+ -4.79565831e+09 -1.77145914e+09  1.44244593e+09]
+ diff with mean vector squared   [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16
+ 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18
+ 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18
+ 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18
+ 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16
+ 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18
+ 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16
+ 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18
+ 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18
+ 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17
+ 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18
+ 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19
+ 2.29983386e+19 3.13806747e+18 2.08065026e+18]
+ diff with predicted vector  [-7.15518707e+08 -1.20744374e+09  1.04403503e+09  1.47913953e+08
+  1.43267693e+08  2.36912148e+09 -6.44328552e+08  1.61076313e+08
+ -2.42804267e+08 -1.10870613e+09 -3.86850424e+08  2.19646226e+08
+  6.12198030e+08  6.77916531e+08 -5.89394415e+08 -3.33871555e+08
+  6.27107615e+08  5.86955330e+08  4.46376402e+08  3.21086093e+08
+  1.22651549e+09  1.24004451e+09 -6.29929944e+08  4.47911387e+08
+ -2.96884633e+08 -1.89556306e+07  1.23963717e+09 -5.89587273e+08
+ -3.13606764e+07  8.23377804e+08  1.95255030e+09  6.91596102e+08
+ -4.13922534e+07 -2.14492392e+08  3.76646128e+08  7.19962981e+08
+  9.46328531e+07 -7.84300496e+08 -3.15717029e+08  2.24503822e+08
+ -3.92988550e+08  1.04082792e+09  1.00436959e+09 -1.47723314e+08
+ -2.47816019e+08 -3.61717124e+08  1.33320977e+08  4.06651639e+08
+ -7.84664440e+08 -4.68803808e+08 -7.58852870e+07]
+ diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16
+ 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16
+ 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16
+ 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17
+ 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17
+ 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17
+ 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17
+ 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17
+ 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17
+ 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16
+ 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16
+ 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17
+ 6.15698284e+17 2.19777011e+17 5.75857678e+15]
+End computing r squared, result =  0.9186977927112677
 Start computin r squared, result = 
-column mean vector=  [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646]
- diff with mean vector  [ 3.77133752e+09  2.62669999e+09 -5.74984234e+09 -4.75493626e+09
-  3.20054566e+09 -4.75232616e+09  2.50234449e+09  3.41673266e+09
-  4.86918313e+09  1.17843612e+09  5.53612604e+09  3.12138295e+09
- -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09
-  2.48711855e+09 -5.87379640e+08  4.78427979e+09 -2.42844390e+09
- -1.59634572e+09 -4.73484577e+09  1.05630497e+09  3.49349783e+09
- -4.73285458e+09 -1.99839803e+09  3.07753278e+08  7.82945723e+08
- -4.93572925e+08 -1.50699896e+09  1.05713890e+09  1.03893174e+09
- -2.75832031e+09 -1.59986205e+09 -2.44212179e+09  2.72796699e+09
- -3.75098569e+09 -2.00763549e+09 -1.21586700e+09  4.82907852e+09
-  2.61730823e+09  6.98733491e+08]
- diff with mean vector squared   [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19
- 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19
- 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18
- 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19
- 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18
- 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19
- 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17
- 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18
- 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18
- 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19
- 6.85030235e+18 4.88228492e+17]
- diff with predicted vector  [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09
-  3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07
-  1.06953180e+09  1.58565011e+08  1.02571363e+09  5.97848244e+08
- -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09
-  2.97190580e+08  2.83369227e+08  8.24518070e+08 -4.52802863e+08
- -6.29296471e+08 -1.96321658e+09 -1.15777331e+09  2.62404352e+09
- -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08
- -1.28336812e+09 -2.46765253e+08  9.11659255e+08  1.06020994e+08
- -1.61029286e+09 -4.71296365e+08 -3.12599018e+08  5.39768648e+08
- -1.56220098e+09 -1.10414552e+09 -2.32254591e+08  8.70626249e+08
-  9.06009192e+08  4.41653555e+08]
- diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18
- 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15
- 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17
- 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18
- 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17
- 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18
- 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16
- 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16
- 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17
- 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17
- 8.20852656e+17 1.95057862e+17]
-End computing r squared, result =  0.880848461678771
+column mean vector=  [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873]
+ diff with mean vector  [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08
+ -7.36919342e+08  2.44882521e+09  2.37206004e+09  2.81274044e+09
+ -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09
+  7.09499687e+08  7.17560700e+08  2.39108936e+09  1.58989339e+09
+ -2.92860290e+08  1.42991324e+09 -3.21268887e+08 -2.75397650e+08
+  2.48581747e+08 -1.46791445e+09  2.68469713e+09  2.15587304e+09
+ -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08
+  4.17144341e+09  4.49145342e+09  2.95606520e+09 -2.38734538e+09
+  4.62035862e+09  1.05459377e+09 -1.98541229e+09 -1.55822749e+09
+  2.61857865e+09 -5.77752720e+09 -2.26053962e+09  7.35435416e+08
+ -6.33996212e+06 -1.60443698e+08 -1.37434490e+08  1.58202737e+09
+ -5.40176014e+08  1.98758361e+09  2.54560553e+09  3.73960717e+09
+ -4.79565831e+09 -1.77145914e+09  1.44244593e+09]
+ diff with mean vector squared   [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16
+ 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18
+ 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18
+ 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18
+ 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16
+ 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18
+ 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16
+ 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18
+ 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18
+ 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17
+ 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18
+ 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19
+ 2.29983386e+19 3.13806747e+18 2.08065026e+18]
+ diff with predicted vector  [-7.15518707e+08 -1.20744374e+09  1.04403503e+09  1.47913953e+08
+  1.43267693e+08  2.36912148e+09 -6.44328552e+08  1.61076313e+08
+ -2.42804267e+08 -1.10870613e+09 -3.86850424e+08  2.19646226e+08
+  6.12198030e+08  6.77916531e+08 -5.89394415e+08 -3.33871555e+08
+  6.27107615e+08  5.86955330e+08  4.46376402e+08  3.21086093e+08
+  1.22651549e+09  1.24004451e+09 -6.29929944e+08  4.47911387e+08
+ -2.96884633e+08 -1.89556306e+07  1.23963717e+09 -5.89587273e+08
+ -3.13606764e+07  8.23377804e+08  1.95255030e+09  6.91596102e+08
+ -4.13922534e+07 -2.14492392e+08  3.76646128e+08  7.19962981e+08
+  9.46328531e+07 -7.84300496e+08 -3.15717029e+08  2.24503822e+08
+ -3.92988550e+08  1.04082792e+09  1.00436959e+09 -1.47723314e+08
+ -2.47816019e+08 -3.61717124e+08  1.33320977e+08  4.06651639e+08
+ -7.84664440e+08 -4.68803808e+08 -7.58852870e+07]
+ diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16
+ 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16
+ 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16
+ 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17
+ 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17
+ 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17
+ 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17
+ 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17
+ 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17
+ 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16
+ 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16
+ 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17
+ 6.15698284e+17 2.19777011e+17 5.75857678e+15]
+End computing r squared, result =  0.9186977927112677
 Start computin r squared, result = 
-column mean vector=  [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646]
- diff with mean vector  [ 3.77133752e+09  2.62669999e+09 -5.74984234e+09 -4.75493626e+09
-  3.20054566e+09 -4.75232616e+09  2.50234449e+09  3.41673266e+09
-  4.86918313e+09  1.17843612e+09  5.53612604e+09  3.12138295e+09
- -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09
-  2.48711855e+09 -5.87379640e+08  4.78427979e+09 -2.42844390e+09
- -1.59634572e+09 -4.73484577e+09  1.05630497e+09  3.49349783e+09
- -4.73285458e+09 -1.99839803e+09  3.07753278e+08  7.82945723e+08
- -4.93572925e+08 -1.50699896e+09  1.05713890e+09  1.03893174e+09
- -2.75832031e+09 -1.59986205e+09 -2.44212179e+09  2.72796699e+09
- -3.75098569e+09 -2.00763549e+09 -1.21586700e+09  4.82907852e+09
-  2.61730823e+09  6.98733491e+08]
- diff with mean vector squared   [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19
- 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19
- 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18
- 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19
- 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18
- 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19
- 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17
- 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18
- 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18
- 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19
- 6.85030235e+18 4.88228492e+17]
- diff with predicted vector  [ 5.38043634e+08 -2.74975299e+07 -1.23117566e+09 -2.25044632e+09
-  3.46417679e+08 -1.31792438e+09 -1.57873732e+08 -6.89568794e+07
-  1.06953180e+09  1.58565011e+08  1.02571363e+09  5.97848244e+08
- -2.26933440e+08 -9.90255993e+08 -5.01960184e+08 -1.99764923e+09
-  2.97190580e+08  2.83369227e+08  8.24518070e+08 -4.52802863e+08
- -6.29296471e+08 -1.96321658e+09 -1.15777331e+09  2.62404352e+09
- -2.42114201e+09 -3.31916756e+08 -1.67450966e+08 -1.68310070e+08
- -1.28336812e+09 -2.46765253e+08  9.11659255e+08  1.06020994e+08
- -1.61029286e+09 -4.71296365e+08 -3.12599018e+08  5.39768648e+08
- -1.56220098e+09 -1.10414552e+09 -2.32254591e+08  8.70626249e+08
-  9.06009192e+08  4.41653555e+08]
- diff with predicted vector squared [2.89490952e+17 7.56114150e+14 1.51579351e+18 5.06450866e+18
- 1.20005208e+17 1.73692468e+18 2.49241154e+16 4.75505122e+15
- 1.14389826e+18 2.51428627e+16 1.05208846e+18 3.57422523e+17
- 5.14987860e+16 9.80606931e+17 2.51964027e+17 3.99060244e+18
- 8.83222406e+16 8.02981191e+16 6.79830049e+17 2.05030433e+17
- 3.96014049e+17 3.85421935e+18 1.34043903e+18 6.88560440e+18
- 5.86192864e+18 1.10168733e+17 2.80398260e+16 2.83282795e+16
- 1.64703372e+18 6.08930901e+16 8.31122598e+17 1.12404511e+16
- 2.59304309e+18 2.22120263e+17 9.77181463e+16 2.91350193e+17
- 2.44047190e+18 1.21913734e+18 5.39421950e+16 7.57990066e+17
- 8.20852656e+17 1.95057862e+17]
-End computing r squared, result =  0.880848461678771
- R2 error =  0.880848461678771
- --- Actual line: ['samsung_galaxy_s8', 'samsung_galaxy_s8_format', False, False, 1000, 0.049940597311979425, False, '----', 0, 1000000000.0, 1000000000.0, 1e-09, 1000, 0.1, 100, False, 0.880848461678771, 10, 10, 'base_Y']
-Computed c values  =  [[ 8.65392422e+09]
- [ 8.79403193e+09]
- [ 1.32132762e+08]
- [-5.81986309e+09]
- [-5.97878872e+09]
- [-4.44713142e+09]
- [-1.24179757e+10]
- [-7.55505808e+09]
- [-3.43109644e+09]
- [-1.08838920e+09]
- [-2.17889994e+08]
- [ 4.79012258e+09]
- [ 5.41652864e+09]
- [-2.70348839e+09]
- [-1.30477474e+08]
- [-9.53000128e+09]
- [ 1.56005143e+09]
- [ 8.35610101e+09]
- [ 2.97947886e+09]
- [ 8.05850775e+09]
- [-1.15824281e+10]
- [-3.02532849e+09]
- [-8.74659088e+09]
- [ 7.66884320e+09]
- [-5.39394988e+09]
- [-1.72036807e+10]
- [ 2.03810586e+10]
- [-9.96786805e+09]
- [ 1.13073428e+10]
- [-2.16492698e+09]
- [-1.07463899e+09]
- [ 1.20632563e+09]
- [-1.94646485e+09]
- [ 4.85209061e+09]
- [ 7.72128037e+08]
- [ 6.12229448e+09]
- [ 8.87057724e+09]
- [-1.30073407e+10]
- [-7.46368435e+08]
- [ 4.88197405e+09]
- [ 5.88681359e+09]
- [ 4.65745137e+09]
- [-1.45044874e+09]
- [ 8.01848720e+09]
- [ 4.74518166e+09]
- [ 1.11690013e+10]
- [ 6.93170149e+09]
- [ 3.98155964e+08]
- [ 5.94326937e+09]
- [ 1.63168707e+10]
- [-2.52467507e+09]
- [-8.61777271e+09]
- [-2.90188948e+09]
- [ 3.04337588e+08]
- [ 5.65269833e+09]
- [ 9.97236423e+09]
- [-8.77847487e+09]
- [-2.09607428e+10]
- [-1.45671577e+09]
- [ 3.39955286e+09]
- [-6.68994496e+09]
- [-2.62709525e+09]
- [-7.82549274e+09]
- [-1.23674230e+10]
- [-1.16869597e+10]
- [-4.60322828e+09]
- [-7.42246809e+09]
- [-8.61580393e+09]
- [ 1.21258935e+09]
- [-3.13725874e+09]
- [ 2.08591348e+10]
- [ 7.50184819e+09]
- [ 1.82037597e+09]
- [-4.50963047e+09]
- [ 6.78241888e+09]
- [ 7.04691994e+08]
- [ 7.70662851e+09]
- [ 2.54948371e+09]
- [-1.03458837e+10]
- [-3.31289758e+09]
- [ 1.43569871e+09]
- [-9.85752249e+09]
- [ 1.09913287e+10]
- [ 8.60607333e+09]
- [ 1.25380256e+10]]
+column mean vector=  [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873]
+ diff with mean vector  [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08
+ -7.36919342e+08  2.44882521e+09  2.37206004e+09  2.81274044e+09
+ -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09
+  7.09499687e+08  7.17560700e+08  2.39108936e+09  1.58989339e+09
+ -2.92860290e+08  1.42991324e+09 -3.21268887e+08 -2.75397650e+08
+  2.48581747e+08 -1.46791445e+09  2.68469713e+09  2.15587304e+09
+ -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08
+  4.17144341e+09  4.49145342e+09  2.95606520e+09 -2.38734538e+09
+  4.62035862e+09  1.05459377e+09 -1.98541229e+09 -1.55822749e+09
+  2.61857865e+09 -5.77752720e+09 -2.26053962e+09  7.35435416e+08
+ -6.33996212e+06 -1.60443698e+08 -1.37434490e+08  1.58202737e+09
+ -5.40176014e+08  1.98758361e+09  2.54560553e+09  3.73960717e+09
+ -4.79565831e+09 -1.77145914e+09  1.44244593e+09]
+ diff with mean vector squared   [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16
+ 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18
+ 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18
+ 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18
+ 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16
+ 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18
+ 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16
+ 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18
+ 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18
+ 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17
+ 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18
+ 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19
+ 2.29983386e+19 3.13806747e+18 2.08065026e+18]
+ diff with predicted vector  [-7.15518707e+08 -1.20744374e+09  1.04403503e+09  1.47913953e+08
+  1.43267693e+08  2.36912148e+09 -6.44328552e+08  1.61076313e+08
+ -2.42804267e+08 -1.10870613e+09 -3.86850424e+08  2.19646226e+08
+  6.12198030e+08  6.77916531e+08 -5.89394415e+08 -3.33871555e+08
+  6.27107615e+08  5.86955330e+08  4.46376402e+08  3.21086093e+08
+  1.22651549e+09  1.24004451e+09 -6.29929944e+08  4.47911387e+08
+ -2.96884633e+08 -1.89556306e+07  1.23963717e+09 -5.89587273e+08
+ -3.13606764e+07  8.23377804e+08  1.95255030e+09  6.91596102e+08
+ -4.13922534e+07 -2.14492392e+08  3.76646128e+08  7.19962981e+08
+  9.46328531e+07 -7.84300496e+08 -3.15717029e+08  2.24503822e+08
+ -3.92988550e+08  1.04082792e+09  1.00436959e+09 -1.47723314e+08
+ -2.47816019e+08 -3.61717124e+08  1.33320977e+08  4.06651639e+08
+ -7.84664440e+08 -4.68803808e+08 -7.58852870e+07]
+ diff with predicted vector squared [5.11967021e+17 1.45792040e+18 1.09000915e+18 2.18785374e+16
+ 2.05256320e+16 5.61273657e+18 4.15159283e+17 2.59455785e+16
+ 5.89539121e+16 1.22922929e+18 1.49653251e+17 4.82444645e+16
+ 3.74786428e+17 4.59570823e+17 3.47385776e+17 1.11470215e+17
+ 3.93263961e+17 3.44516560e+17 1.99251892e+17 1.03096279e+17
+ 1.50434026e+18 1.53771039e+18 3.96811735e+17 2.00624611e+17
+ 8.81404856e+16 3.59315933e+14 1.53670030e+18 3.47613153e+17
+ 9.83492024e+14 6.77951007e+17 3.81245269e+18 4.78305169e+17
+ 1.71331864e+15 4.60069860e+16 1.41862306e+17 5.18346695e+17
+ 8.95537688e+15 6.15127268e+17 9.96772425e+16 5.04019660e+16
+ 1.54440000e+17 1.08332275e+18 1.00875828e+18 2.18221776e+16
+ 6.14127794e+16 1.30839278e+17 1.77744830e+16 1.65365556e+17
+ 6.15698284e+17 2.19777011e+17 5.75857678e+15]
+End computing r squared, result =  0.9186977927112677
+ R2 error =  0.9186977927112677
+ --- Actual line: ['samsung_galaxy_s8', 'samsung_galaxy_s8_format', False, False, 1000, 0.049940597311979425, False, '----', 0, 1000000000.0, 1000000000.0, 1e-09, 1000, 0.1, 100, False, 0.9186977927112677, 10, 10, 'base_Y']
+Computed c values  =  [[-5.37606781e+09]
+ [-5.73469496e+09]
+ [-1.02305241e+09]
+ [ 7.29743429e+08]
+ [-7.67045747e+08]
+ [ 4.16146568e+09]
+ [ 2.62689826e+09]
+ [ 2.20073045e+09]
+ [-2.56348466e+09]
+ [-5.19975629e+09]
+ [-8.03181824e+09]
+ [-1.86491332e+10]
+ [-1.45489146e+09]
+ [ 1.59362842e+10]
+ [-6.41876965e+09]
+ [ 9.24509160e+09]
+ [ 3.53612320e+09]
+ [-1.01956405e+10]
+ [-3.18369060e+09]
+ [-3.81950645e+09]
+ [ 2.33883925e+10]
+ [-8.89063403e+09]
+ [-5.63141328e+09]
+ [ 1.67032587e+10]
+ [-8.90994867e+09]
+ [ 4.06235187e+09]
+ [-7.33528570e+09]
+ [-9.62002681e+09]
+ [-1.01269238e+09]
+ [-3.62304549e+09]
+ [ 6.98640375e+09]
+ [ 1.39518717e+10]
+ [ 4.20817250e+09]
+ [ 5.58251369e+09]
+ [-1.20805618e+09]
+ [ 4.83785850e+09]
+ [ 9.22234404e+09]
+ [-6.99804080e+09]
+ [-1.02062796e+10]
+ [-3.53509541e+09]
+ [ 1.65333341e+10]
+ [-8.52038749e+09]
+ [-1.35963447e+10]
+ [-9.14938073e+08]
+ [-1.17525790e+10]
+ [ 4.68326046e+09]
+ [-2.66318081e+09]
+ [ 4.00751166e+09]
+ [ 9.00068512e+09]
+ [ 5.63402035e+09]
+ [ 6.87673991e+09]
+ [-3.91996131e+09]
+ [-4.59177572e+09]
+ [-6.74823710e+09]
+ [-2.05288312e+09]
+ [ 7.88867799e+09]
+ [ 3.40915928e+10]
+ [-2.54125548e+10]
+ [ 3.36109177e+09]
+ [-9.31049601e+09]
+ [-2.19192667e+09]
+ [-3.36532831e+09]
+ [ 5.50657468e+09]
+ [-2.66505596e+09]
+ [ 7.48140212e+08]
+ [ 1.66241843e+10]
+ [ 1.23270508e+09]
+ [ 1.54643099e+09]
+ [-1.32122750e+09]
+ [ 1.66690392e+09]
+ [ 1.26684436e+10]
+ [-2.10200192e+10]
+ [-9.74291452e+09]
+ [-3.76800844e+09]
+ [-1.76466801e+09]
+ [ 1.30340233e+10]
+ [-1.07553307e+10]
+ [ 5.75744929e+09]
+ [ 5.87551164e+09]
+ [-6.03457850e+09]
+ [ 1.59370524e+10]
+ [-1.69763527e+10]
+ [-3.44554788e+09]
+ [ 1.37698717e+08]
+ [ 1.13146877e+10]
+ [ 2.51283772e+09]
+ [-1.85180634e+08]
+ [-2.38585503e+08]
+ [-6.63236810e+09]
+ [-3.67993173e+08]
+ [-2.96746387e+09]
+ [-2.86911749e+09]
+ [ 5.12534675e+09]
+ [-4.21398663e+09]
+ [ 8.88914436e+09]
+ [ 1.90608585e+09]
+ [ 7.94337248e+09]
+ [ 5.95649196e+08]
+ [ 7.81759770e+09]
+ [ 3.14223371e+09]
+ [ 8.33546606e+09]
+ [-1.64519669e+10]]
  ***** START computing marginal effects with matrix***** 
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
  ***** START in function marginal_effect *****
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
 number of variables:  10
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
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- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
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- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
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- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
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- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
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- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
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- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
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- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
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- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
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- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
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- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
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- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
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- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
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- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
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- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
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- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
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- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
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- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
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- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
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- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
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- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
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- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
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- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
-X =  [[0. 1. 0. 1. 1. 0. 0. 1. 0. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 1. 0.]
- [0. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 1. 0. 1. 0. 1. 1. 0. 0. 0.]
- [1. 0. 0. 0. 1. 2. 1. 0. 0. 0.]
- [2. 0. 0. 1. 1. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 0. 1. 0. 1. 2. 0. 1. 1. 0.]
- [1. 1. 0. 0. 1. 0. 1. 0. 0. 1.]
- [2. 0. 0. 1. 1. 0. 0. 0. 1. 1.]
- [2. 0. 1. 0. 1. 0. 0. 1. 0. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 2. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 1. 1. 0. 0. 0.]
- [1. 1. 0. 1. 0. 2. 0. 0. 1. 0.]
- [0. 0. 0. 1. 1. 0. 0. 1. 1. 1.]
- [1. 0. 1. 0. 0. 2. 1. 1. 1. 0.]
- [1. 0. 1. 0. 0. 0. 1. 1. 0. 0.]
- [0. 0. 0. 1. 1. 0. 1. 1. 0. 0.]
- [1. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 0. 0. 1. 0. 1.]
- [1. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 1. 0. 1. 0.]
- [0. 0. 1. 0. 0. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 0. 0. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 0.]
- [1. 1. 0. 0. 0. 0. 1. 0. 0. 1.]
- [0. 0. 1. 1. 0. 1. 0. 0. 1. 0.]
- [2. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [1. 1. 0. 1. 0. 1. 0. 1. 1. 0.]
- [0. 0. 0. 0. 0. 2. 1. 1. 0. 0.]
- [0. 1. 0. 1. 1. 2. 1. 1. 1. 0.]
- [1. 0. 1. 1. 1. 1. 1. 1. 1. 0.]
- [0. 1. 0. 1. 1. 1. 1. 1. 0. 0.]
- [1. 0. 0. 1. 1. 2. 0. 0. 1. 0.]
- [1. 1. 0. 1. 0. 2. 1. 0. 1. 0.]
- [2. 0. 1. 0. 0. 0. 0. 0. 1. 0.]
- [1. 0. 0. 1. 1. 0. 1. 1. 1. 1.]
- [0. 0. 0. 1. 0. 0. 0. 1. 0. 1.]
- [0. 0. 0. 1. 0. 0. 0. 0. 1. 1.]
- [1. 1. 0. 1. 0. 0. 1. 0. 0. 0.]
- [0. 0. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 0. 1. 1. 1. 0. 0. 0. 1. 1.]
- [0. 0. 0. 0. 0. 1. 1. 1. 0. 0.]
- [0. 0. 1. 1. 0. 0. 0. 0. 1. 0.]
- [1. 0. 1. 0. 1. 0. 1. 0. 0. 1.]
- [0. 1. 1. 1. 1. 2. 1. 1. 1. 0.]
- [0. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [1. 1. 1. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 1. 0. 0.]
- [0. 1. 1. 1. 1. 0. 0. 1. 0. 1.]
- [1. 1. 1. 1. 0. 2. 1. 1. 1. 0.]
- [0. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [0. 1. 1. 0. 0. 1. 0. 0. 1. 0.]
- [1. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [1. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 1. 1. 0. 0. 0. 0. 0.]
- [0. 0. 0. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 1. 0. 1. 0. 0. 0. 0. 0.]
- [1. 0. 0. 1. 0. 0. 0. 0. 1. 0.]
- [0. 0. 1. 0. 0. 2. 1. 0. 0. 0.]
- [1. 0. 1. 1. 0. 0. 1. 0. 0. 1.]
- [0. 0. 0. 1. 1. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 1. 0. 0. 0.]
- [2. 1. 1. 1. 0. 2. 1. 0. 0. 0.]
- [1. 1. 1. 1. 0. 1. 1. 1. 1. 0.]
- [2. 1. 1. 0. 0. 1. 1. 0. 0. 0.]
- [2. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [2. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [1. 0. 1. 1. 1. 2. 0. 1. 0. 0.]
- [0. 1. 1. 0. 0. 0. 1. 0. 0. 1.]
- [1. 0. 0. 1. 0. 0. 1. 1. 0. 0.]
- [1. 1. 0. 0. 0. 1. 1. 1. 0. 0.]
- [2. 1. 0. 0. 0. 0. 1. 0. 0. 0.]
- [2. 1. 1. 0. 1. 0. 0. 0. 0. 1.]
- [1. 0. 1. 0. 1. 1. 0. 1. 0. 0.]
- [0. 1. 1. 0. 1. 1. 1. 0. 0. 0.]
- [1. 0. 0. 1. 0. 1. 1. 0. 0. 0.]
- [0. 0. 1. 0. 1. 1. 1. 1. 1. 0.]
- [2. 1. 0. 0. 0. 2. 1. 1. 0. 0.]
- [2. 0. 0. 1. 1. 1. 1. 1. 0. 0.]
- [2. 1. 0. 1. 0. 0. 1. 0. 0. 1.]
- [2. 1. 1. 1. 0. 0. 0. 0. 0. 0.]
- [0. 1. 0. 0. 1. 1. 0. 0. 0. 1.]]
- ***** END in  marginal_effect *****, margin =  [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652]
- ***** END in function  marginal_effect *****, pointwise margin =  [[-2.20248466e+09 -1.86040603e+09 -1.12491009e+09 -1.49339086e+09
-  -1.30639361e+09 -8.05638528e+08 -3.59960177e+09 -2.78169104e+09
-  -2.23574699e+09 -3.39172566e+09]
- [ 1.20297398e+09 -1.50498884e+07 -1.02886941e+09 -9.83683102e+08
-  -3.80563080e+09 -6.50245833e+08 -9.07026117e+08 -2.42002425e+09
-  -1.49427950e+09 -2.12141359e+09]
- [-6.01724023e+08  9.62200674e+08 -3.88027301e+08 -5.08148062e+08
-  -3.07228027e+09  5.00123148e+07 -1.10852380e+09 -2.18155937e+09
-  -1.35267746e+09 -2.44342998e+09]
- [ 1.56416857e+07 -1.50348415e+09 -1.29592431e+09 -1.41514096e+09
-  -2.21107423e+09  2.15983259e+08 -2.52078520e+09 -3.45798496e+09
-  -2.97509447e+09 -3.72549931e+09]
- [-9.85810865e+08 -1.51561345e+09 -2.07605033e+09 -1.51199650e+09
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-  -2.91781906e+09 -3.16973465e+09]
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-  -3.08941358e+09 -1.32582182e+09 -2.15545155e+09 -2.20009870e+09
-  -4.36189592e+08 -3.04585518e+09]
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-  -2.71597618e+09 -3.66234249e+09]
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-  -1.81702901e+09 -2.18166014e+09 -3.35735112e+09 -3.37484845e+09
-  -2.76095183e+09 -3.46852482e+09]
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-  -1.15201733e+09 -1.63708051e+09 -2.65856353e+09 -2.31760436e+09
-  -1.70447292e+09 -2.77272621e+09]
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-  -2.41780826e+09 -2.86541125e+09]
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-  -5.52674182e+08 -2.83434876e+09]
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-  -1.22247190e+09 -2.98693339e+09]
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-  -2.39430608e+09 -2.71422251e+09]
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-  -4.57461512e+09 -4.16867306e+08 -7.46136610e+08 -3.49067221e+09
-  -2.11315162e+09 -2.40170225e+09]
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-  -3.23343379e+09 -3.73952597e+09]
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-  -2.07410328e+09 -3.04608110e+09]
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-  -1.61122892e+09 -2.78620751e+09]
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-  -2.64743245e+09 -3.77513829e+09]
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-  -2.75983040e+09 -3.69143481e+09]
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-  -3.35648563e+09  1.01027731e+09 -2.23653446e+09 -2.28376641e+09
-  -2.30214864e+09 -3.35719778e+09]
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-  -3.24883064e+09 -3.77625661e+09]
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-  -5.38340602e+08 -2.58481547e+09]
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-  -2.55691474e+09 -3.44081907e+09]
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+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [1. 1. 1. ... 1. 0. 0.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [2. 0. 0. ... 0. 1. 1.]
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+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+X =  [[0. 1. 1. ... 0. 0. 0.]
+ [2. 1. 0. ... 0. 0. 0.]
+ [2. 0. 0. ... 0. 1. 1.]
+ ...
+ [2. 1. 0. ... 0. 0. 0.]
+ [1. 1. 1. ... 1. 0. 0.]
+ [2. 1. 1. ... 0. 0. 0.]]
+ ***** END in  marginal_effect *****, margin =  [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207]
+ ***** END in function  marginal_effect *****, pointwise margin =  [[-2.69650751e+07 -1.25580973e+09 -2.02374984e+09 ... -3.80945008e+09
+  -2.81366942e+09 -4.17225281e+09]
+ [ 4.57346608e+08 -1.42157592e+09 -1.53251256e+09 ... -3.77591011e+09
+  -2.74804946e+09 -3.39131905e+09]
+ [ 5.00014083e+08 -2.75388051e+09 -2.37803961e+09 ... -2.28314475e+09
+  -1.32879405e+09 -2.35316577e+09]
+ ...
+ [ 5.72900836e+08 -1.02943191e+09 -1.11263987e+09 ... -3.35772461e+09
+  -2.76160154e+09 -2.51235094e+09]
+ [-1.13832322e+09 -6.14291405e+08 -3.65939915e+08 ... -1.83423201e+09
+  -2.49626969e+09 -2.54831682e+09]
+ [-7.01897510e+08 -8.89702737e+08 -2.26301194e+09 ... -3.52582206e+09
+  -2.13997947e+09 -4.03406262e+09]]
  ***** END computing marginal effects ***** 
-margins [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652]
-pointwise margins [[-2.20248466e+09 -1.86040603e+09 -1.12491009e+09 -1.49339086e+09
-  -1.30639361e+09 -8.05638528e+08 -3.59960177e+09 -2.78169104e+09
-  -2.23574699e+09 -3.39172566e+09]
- [ 1.20297398e+09 -1.50498884e+07 -1.02886941e+09 -9.83683102e+08
-  -3.80563080e+09 -6.50245833e+08 -9.07026117e+08 -2.42002425e+09
-  -1.49427950e+09 -2.12141359e+09]
- [-6.01724023e+08  9.62200674e+08 -3.88027301e+08 -5.08148062e+08
-  -3.07228027e+09  5.00123148e+07 -1.10852380e+09 -2.18155937e+09
-  -1.35267746e+09 -2.44342998e+09]
- [ 1.56416857e+07 -1.50348415e+09 -1.29592431e+09 -1.41514096e+09
-  -2.21107423e+09  2.15983259e+08 -2.52078520e+09 -3.45798496e+09
-  -2.97509447e+09 -3.72549931e+09]
- [-9.85810865e+08 -1.51561345e+09 -2.07605033e+09 -1.51199650e+09
-  -2.88771957e+09 -1.22119424e+09 -1.13193665e+09 -3.96534350e+09
-  -2.91781906e+09 -3.16973465e+09]
- [ 4.96584670e+08 -1.90580678e+09 -2.65033170e+09 -5.14754856e+08
-  -3.08941358e+09 -1.32582182e+09 -2.15545155e+09 -2.20009870e+09
-  -4.36189592e+08 -3.04585518e+09]
- [-2.10276963e+09 -1.72547368e+09 -1.64971467e+09 -2.00211793e+09
-  -1.57451946e+09 -1.89233170e+09 -2.95392623e+09 -3.47231131e+09
-  -2.71597618e+09 -3.66234249e+09]
- [-2.70124221e+09 -1.51123360e+09 -1.54154684e+09 -2.27204118e+09
-  -1.81702901e+09 -2.18166014e+09 -3.35735112e+09 -3.37484845e+09
-  -2.76095183e+09 -3.46852482e+09]
- [-2.39031601e+09 -9.86140222e+08 -1.02214261e+09 -2.47456928e+09
-  -1.15201733e+09 -1.63708051e+09 -2.65856353e+09 -2.31760436e+09
-  -1.70447292e+09 -2.77272621e+09]
- [-1.26977899e+09 -1.52152488e+09 -1.83002580e+09 -1.83242826e+09
-  -2.35803453e+09  2.55314982e+08 -1.97554798e+09 -2.47726164e+09
-  -2.41780826e+09 -2.86541125e+09]
- [-1.33077916e+08 -2.42208210e+09 -1.90349941e+09 -4.03852109e+08
-  -2.56711438e+09 -4.48175883e+08 -2.35651147e+09 -2.07271544e+09
-  -5.52674182e+08 -2.83434876e+09]
- [-1.32068795e+09 -1.86500476e+09 -1.35756017e+09 -1.70840984e+09
-  -3.68201064e+09 -9.35015742e+08 -2.59597538e+09 -2.29270657e+09
-  -1.22247190e+09 -2.98693339e+09]
- [-4.84790210e+08 -7.09140473e+08 -1.74859848e+09 -1.70416827e+09
-  -1.74316872e+09 -1.00319475e+09 -1.59758832e+09 -2.65752672e+09
-  -2.39430608e+09 -2.71422251e+09]
- [ 3.03386391e+08 -4.26160090e+08 -5.20613129e+08 -1.20972276e+09
-  -4.57461512e+09 -4.16867306e+08 -7.46136610e+08 -3.49067221e+09
-  -2.11315162e+09 -2.40170225e+09]
- [-1.76033750e+09 -1.95884307e+09 -1.71830002e+09 -1.29474385e+09
-  -1.77012520e+09 -1.08638087e+09 -2.68436861e+09 -4.21053905e+09
-  -3.23343379e+09 -3.73952597e+09]
- [ 3.65778531e+08 -4.49430638e+08 -1.14212314e+09 -8.83245716e+08
-  -3.47392608e+09 -1.19093371e+09 -1.66365975e+09 -3.22113892e+09
-  -2.07410328e+09 -3.04608110e+09]
- [-1.61350590e+09 -1.83731253e+09 -1.49949566e+09 -8.69339311e+08
-  -2.15707073e+08 -1.43596127e+09 -3.34709242e+09 -1.51918936e+09
-  -1.61122892e+09 -2.78620751e+09]
- [ 6.67965861e+08 -5.06413118e+08 -6.99061589e+08 -1.79007034e+09
-  -3.66755579e+09 -1.05632070e+09 -1.19353279e+09 -3.09361909e+09
-  -1.78570087e+09 -2.53969900e+09]
- [-1.73217455e+08 -1.45345002e+09 -1.14558262e+09 -1.81830498e+09
-  -3.45040175e+09 -1.26381632e+07 -3.01495222e+09 -3.04360329e+09
-  -2.11817137e+09 -3.31740952e+09]
- [-1.73884881e+09 -2.33234548e+09 -1.88581932e+09 -1.21229866e+09
-  -7.95718441e+08 -6.03154337e+08 -3.12766232e+09 -3.12505627e+09
-  -2.54267662e+09 -3.49054271e+09]
- [ 3.80029338e+08 -1.05736787e+09 -1.36920681e+09 -1.53129425e+09
-  -3.54931225e+09 -1.40905233e+09 -2.39604515e+09 -3.59670169e+09
-  -2.50131011e+09 -3.77178382e+09]
- [ 2.20221473e+08 -4.56194034e+08 -5.15455213e+07 -9.75087755e+08
-  -4.37109501e+09 -1.45667277e+08 -2.31384036e+09 -1.13064263e+09
-  -1.09037893e+09 -1.89166506e+09]
- [-2.95796039e+08 -1.67092914e+09 -8.22371976e+08 -1.65402059e+09
-  -3.79262282e+09  1.25649783e+09 -3.15485511e+09 -2.82612416e+09
-  -2.27158115e+09 -3.62965364e+09]
- [ 1.60471447e+08 -1.13138560e+09 -4.61731357e+08 -1.67177613e+09
-  -3.70336489e+09  1.08180711e+08 -1.70580205e+09 -2.44965456e+09
-  -5.47438567e+08 -3.17666174e+09]
- [-8.11492812e+08 -7.86524499e+08 -1.32525289e+09 -2.06696605e+09
-  -1.89898125e+09 -1.83743704e+09 -3.12178964e+09 -3.58836936e+09
-  -2.85382630e+09 -3.41807055e+09]
- [-2.22910046e+08 -2.00819666e+09 -9.61535186e+08 -1.30519868e+09
-  -1.62130117e+09  4.78604848e+08 -3.51109922e+09 -2.28653578e+09
-  -2.64743245e+09 -3.77513829e+09]
- [-3.51216360e+07 -1.59187313e+09 -9.60567710e+08 -1.46003808e+09
-  -2.07286960e+09  9.06263300e+08 -3.72369770e+09 -2.62367560e+09
-  -2.75983040e+09 -3.69143481e+09]
- [-1.39279486e+08 -1.43020855e+09 -1.09482783e+09 -1.80442210e+09
-  -3.35648563e+09  1.01027731e+09 -2.23653446e+09 -2.28376641e+09
-  -2.30214864e+09 -3.35719778e+09]
- [ 3.15112928e+08 -9.34097372e+08 -1.25396208e+09 -1.56836418e+09
-  -1.78428027e+09 -1.51074475e+09 -2.78630779e+09 -3.24945287e+09
-  -3.24883064e+09 -3.77625661e+09]
- [ 1.68956525e+09 -6.94130480e+07 -3.34865045e+08 -4.93593793e+08
-  -5.11033484e+09 -7.14062823e+07 -1.11616857e+09 -2.10595761e+09
-  -5.38340602e+08 -2.58481547e+09]
- [ 2.64340506e+08 -5.88068594e+08 -1.44699495e+09 -1.09581394e+09
-  -3.66326534e+09 -9.35446867e+08 -2.69659169e+09 -2.56139954e+09
-  -1.41235070e+09 -3.30305098e+09]
- [-4.80146375e+08 -7.00015264e+08 -1.66648626e+09 -1.75847009e+09
-  -1.80308220e+09 -1.35458064e+09 -1.75031616e+09 -3.43245170e+09
-  -3.09857214e+09 -2.80220384e+09]
- [-1.84291893e+09  2.77118958e+08 -2.30901343e+09 -5.14178055e+08
-  -1.15129414e+09  1.06659251e+08 -9.51983018e+08 -2.03015530e+09
-  -1.11149414e+09 -2.62195538e+09]
- [-3.25525240e+08 -1.88558336e+09 -1.22076645e+09 -5.20256855e+08
-  -2.49207193e+09 -1.22684243e+09 -1.42958806e+09 -2.55476590e+09
-  -7.84656331e+08 -3.24261556e+09]
- [-2.07236700e+09 -1.00292581e+09 -2.22114683e+09 -1.19472423e+09
-  -1.61883181e+09 -4.41158512e+08 -2.12293645e+09 -2.86574255e+09
-  -2.61640699e+09 -3.27340247e+09]
- [-5.61139636e+08 -1.35487491e+09 -2.29542000e+09 -9.04676991e+08
-  -2.56848181e+09 -1.69528530e+09 -1.72678692e+09 -3.71580124e+09
-  -1.86878383e+09 -3.23079176e+09]
- [ 6.70438041e+08 -3.67879102e+08 -1.22225290e+09 -5.71621307e+08
-  -3.52794362e+09 -3.74244046e+08 -1.20594617e+09 -3.46052581e+09
-  -2.21858556e+09 -2.90789472e+09]
- [-6.33409894e+08 -1.44279983e+09 -1.00077118e+09 -1.21451419e+09
-  -4.02264155e+09  2.84012915e+08 -2.27260751e+09 -2.35084595e+09
-  -1.43061767e+09 -3.31319202e+09]
- [-1.53335375e+08 -2.37070103e+09 -2.44487182e+09 -2.38365827e+08
-  -1.31642048e+09 -1.16441149e+09 -1.53519914e+09 -1.12131571e+09
-  -5.40645086e+08 -1.91811441e+09]
- [-5.75995428e+08 -1.45336113e+09 -9.22360104e+08 -1.38859970e+09
-  -1.16139289e+09 -5.42395962e+08 -3.15688666e+09 -2.31935253e+09
-  -2.55691474e+09 -3.44081907e+09]
- [ 1.57883879e+08 -1.56277695e+09 -1.08646557e+09 -1.06970412e+09
-  -1.05043589e+09 -4.09589889e+08 -2.93966256e+09 -2.35391818e+09
-  -2.52234909e+09 -3.87869877e+09]
- [-5.35800999e+08 -2.15554330e+09 -1.08884236e+09 -1.38755021e+09
-  -3.12906863e+09  1.33698755e+09 -2.73076032e+09 -2.94307183e+09
-  -2.12998188e+09 -3.77406968e+09]
- [ 2.99986045e+08 -1.72961484e+09 -1.09830942e+09 -1.14280335e+09
-  -1.01040678e+09  1.00724626e+09 -3.73236280e+09 -2.90157200e+09
-  -2.82447582e+09 -3.94611535e+09]
- [-1.61934875e+07 -2.14801809e+09 -6.76715063e+08 -3.59873192e+08
-  -2.96965451e+09 -7.83496829e+08 -2.53968686e+09 -2.33858535e+09
-  -3.92256081e+08 -2.46010189e+09]
- [-2.13144771e+08 -1.19104080e+09 -1.60087465e+09 -1.83962110e+09
-  -1.68227781e+09 -7.36506387e+08 -2.84616787e+09 -3.54248382e+09
-  -3.06568628e+09 -3.44583936e+09]
- [ 3.07061103e+08 -1.33979492e+09 -1.06745489e+09 -1.53829565e+09
-  -1.06188376e+09 -5.30722073e+08 -3.33453242e+09 -2.68537079e+09
-  -3.20205384e+09 -3.89770945e+09]
- [-1.33107478e+09 -2.36974950e+09 -9.81801174e+08 -1.62833277e+09
-  -2.50509441e+09 -1.51759949e+08 -2.33719376e+09 -2.97439994e+09
-  -2.55576989e+09 -3.09291793e+09]
- [-2.14815082e+09  7.52076898e+08 -5.68925863e+08 -5.17564098e+08
-  -1.41246617e+09  2.73439647e+08 -8.79652183e+08 -1.94992308e+09
-  -7.71363268e+08 -2.46503826e+09]
- [-3.02462449e+08 -1.75391169e+09 -6.34004954e+08 -7.76201111e+08
-  -1.62138618e+09  8.11856305e+07 -2.77055210e+09 -2.91528397e+09
-  -2.99941523e+09 -3.37160098e+09]
- [-9.67917659e+08 -3.28864884e+08 -9.89680944e+08 -8.78130623e+08
-  -3.29039904e+09 -4.40850607e+08 -1.44643582e+09 -2.75065808e+09
-  -2.34137481e+09 -3.08361726e+09]
- [ 1.49964854e+07 -1.30479493e+09 -1.06960422e+09 -1.67940505e+09
-  -4.05562683e+09  7.49710234e+08 -1.83047986e+09 -1.81773454e+09
-  -1.37904437e+09 -2.73827687e+09]
- [-2.70570574e+09 -7.44219829e+08 -7.56420692e+05 -8.29339410e+08
-  -1.01962552e+09 -1.53830061e+09 -3.87561529e+09 -1.55779759e+09
-  -2.42101360e+09 -2.26757199e+09]
- [ 8.93457540e+08  9.04242757e+08 -3.70896365e+08 -3.79414465e+08
-  -4.39412354e+09 -1.25940662e+08 -8.31718506e+08 -2.60916927e+09
-  -1.07057000e+09 -2.41248547e+09]
- [-1.83429473e+09 -2.01674670e+09 -2.42805199e+09 -1.39245289e+09
-  -1.23510961e+09 -1.05805978e+09 -2.34426119e+09 -3.50078708e+09
-  -2.86831158e+09 -3.43407319e+09]
- [ 2.68769532e+08 -9.36927520e+08 -8.44124560e+08 -1.56553403e+09
-  -2.26095972e+09 -9.26897760e+08 -2.95719691e+09 -2.54369493e+09
-  -3.15176973e+09 -3.65733124e+09]
- [-1.41866681e+09 -1.92057308e+09 -1.86101546e+09 -1.70722558e+09
-  -3.43734286e+09  2.14614623e+08 -2.04128284e+09 -3.50855841e+09
-  -2.77528544e+09 -3.78921890e+09]
- [ 6.67096489e+07 -1.24187163e+09 -1.00635505e+09 -1.64876930e+09
-  -4.29200328e+09  3.61232516e+08 -2.45121402e+09 -3.54722416e+09
-  -2.70398466e+09 -3.55994597e+09]
- [-2.08241832e+09 -2.04202124e+09 -1.46478513e+09 -1.52150436e+09
-  -1.34203096e+09 -9.10979539e+08 -3.61009858e+09 -3.27404975e+09
-  -2.92190664e+09 -3.92670731e+09]
- [ 4.38046350e+08 -1.32037345e+09 -1.26020809e+09 -1.23203025e+09
-  -1.41273346e+09 -4.41082646e+08 -3.05895433e+09 -3.41130241e+09
-  -3.28161658e+09 -3.87528793e+09]
- [-2.14098759e+09 -2.08113332e+09 -1.38760630e+09 -1.33194263e+09
-  -4.07516880e+09 -8.80750485e+07 -2.40041768e+09 -2.87008756e+09
-  -1.37809043e+09 -3.45422386e+09]
- [-3.77207345e+07 -1.85011946e+09 -1.05506848e+09 -1.54691175e+09
-  -2.28238356e+09  1.26063948e+08 -2.73798502e+09 -2.72526101e+09
-  -2.46358491e+09 -4.07992889e+09]
- [ 1.45479818e+08 -5.55988033e+08 -1.39603163e+09 -1.51499587e+09
-  -2.12388548e+09 -1.41655303e+09 -1.88019374e+09 -3.70290634e+09
-  -3.22499835e+09 -3.04065990e+09]
- [ 5.42395488e+07 -1.95188280e+09 -6.67907793e+08 -8.83090737e+08
-  -3.25033645e+09  4.16597504e+08 -2.24951954e+09 -3.03038407e+09
-  -2.44497144e+09 -3.33304971e+09]
- [-1.60479854e+09 -2.25729904e+09 -9.62752920e+08 -1.62763784e+09
-  -1.21100514e+09 -3.54190087e+08 -3.18119009e+09 -3.17858405e+09
-  -2.76605758e+09 -4.12489056e+09]
- [-1.50648415e+09 -1.97364188e+09 -1.66773443e+09 -1.56021329e+09
-  -2.06600189e+09 -1.21155215e+08 -2.63510854e+09 -3.23123161e+09
-  -3.01576695e+09 -3.84907575e+09]
- [ 6.32065288e+08 -3.63102220e+08 -6.13153898e+08 -1.10295280e+09
-  -4.72548000e+09 -7.92148826e+07 -4.80523748e+08 -3.58614769e+09
-  -1.83998964e+09 -2.40695105e+09]
- [ 8.62606054e+08  1.90797842e+08 -4.54480294e+08 -6.78411518e+08
-  -4.56845313e+09 -3.44254845e+08 -1.70407703e+09 -2.36721582e+09
-  -1.06332071e+09 -3.00705150e+09]
- [-1.12788022e+08 -1.13263388e+09 -6.15111854e+08 -1.47583949e+09
-  -5.03505849e+09  7.51112140e+08 -1.54936824e+09 -3.15170608e+09
-  -1.93002690e+09 -2.99249568e+09]
- [-3.64677094e+08 -1.70334445e+09 -1.20568157e+09 -1.24847225e+09
-  -3.79390745e+09  2.08898242e+08 -1.48439805e+09 -3.25527234e+09
-  -1.79955928e+09 -3.24989986e+09]
- [ 2.63364835e+08 -9.53133078e+08 -1.12365002e+09 -1.52371755e+09
-  -4.36848463e+09  9.31587666e+07 -1.37956957e+09 -2.64316792e+09
-  -1.89751567e+09 -2.68193861e+09]
- [-1.29767869e+09 -1.14515785e+09 -1.60654481e+09 -1.25942588e+09
-  -2.92823167e+09 -1.59340696e+09 -1.98155443e+09 -3.40496558e+09
-  -2.19969606e+09 -2.71305412e+09]
- [-2.56296514e+08 -9.21253733e+08 -4.22333773e+08 -1.60885907e+09
-  -2.27176952e+09  5.15325833e+08 -2.93435107e+09 -2.23210702e+09
-  -2.75657643e+09 -3.19839013e+09]
- [ 4.83578044e+07 -1.98370954e+09 -1.66643860e+09 -1.29744900e+09
-  -2.81857392e+09  1.95276550e+08 -2.59995171e+09 -3.11490559e+09
-  -2.01409899e+09 -3.47250705e+09]
- [-6.65358661e+07 -9.52562400e+08 -1.40210895e+09 -1.87546316e+09
-  -3.79443101e+09 -1.66055943e+08 -2.16360189e+09 -3.15147026e+09
-  -2.55004444e+09 -3.21108004e+09]
- [-7.69492896e+08 -2.00344649e+09 -6.62030989e+08 -1.47408420e+09
-  -3.98572039e+09  1.63081603e+09 -2.08488525e+09 -2.15458452e+09
-  -1.50246869e+09 -3.15342588e+09]
- [-8.38712394e+08 -9.39329233e+08 -2.82897905e+08 -1.82213008e+09
-  -3.58693589e+09 -1.21481392e+08 -2.58937075e+09 -2.16226723e+09
-  -1.60525692e+09 -2.31241977e+09]
- [-2.26441371e+09 -1.61980979e+09 -1.73184929e+09 -2.37994162e+09
-  -3.30730924e+09 -1.99638247e+09 -2.94205390e+09 -3.48783568e+09
-  -2.31852657e+09 -3.43162806e+09]
- [-1.72436872e+09 -1.48897378e+09 -1.28643384e+09 -1.76461314e+09
-  -2.29444363e+09 -2.01744419e+08 -2.79319010e+09 -3.40887885e+09
-  -3.05370200e+09 -3.71749136e+09]
- [-1.27024832e+07 -1.67743495e+09 -1.49907522e+09 -1.54344537e+09
-  -3.05656208e+09 -2.38489753e+08 -2.26520994e+09 -3.94157998e+09
-  -2.68788982e+09 -3.81458212e+09]
- [-2.10702121e+09 -1.65445401e+09 -1.07127823e+09 -2.35557711e+09
-  -1.01871910e+09 -1.16878268e+09 -2.42856365e+09 -2.30617104e+09
-  -1.83216436e+09 -3.28260718e+09]
- [ 5.98830227e+08 -2.96034673e+08 -1.05738925e+09 -1.23504096e+09
-  -3.96772941e+09 -6.11682810e+08 -6.84222959e+08 -2.95389609e+09
-  -2.18094122e+09 -2.17163592e+09]
- [ 5.65944854e+08 -2.24239459e+09 -2.87544287e+09 -5.76417108e+08
-  -3.17919940e+09 -4.26125108e+08 -7.65934164e+08 -2.64056429e+09
-  -1.82570698e+09 -2.93084030e+09]
- [ 2.27138047e+08 -1.45521912e+09 -9.69548900e+08 -8.89655886e+08
-  -3.87538325e+09  1.24278804e+09 -1.28502765e+09 -1.94957315e+09
-  -1.51546417e+09 -2.56899756e+09]
- [-1.24259571e+09 -1.74634354e+09 -5.75543459e+08 -1.55790927e+09
-  -4.26405966e+09  9.40482814e+08 -2.14387505e+09 -2.42257965e+09
-  -1.06351768e+09 -3.18360208e+09]
- [-1.77839233e+09 -1.61256696e+09 -1.18577556e+09 -1.55352935e+09
-  -1.80529337e+09 -6.76586364e+08 -2.56509605e+09 -2.46268937e+09
-  -2.79996653e+09 -3.91908823e+09]]
-Predicted y test =  [9.13154562e+09 8.01903436e+09 0.00000000e+00 2.21685269e+09
- 8.28477301e+09 8.97606681e+08 8.29866641e+09 9.36191712e+09
- 9.18688297e+09 6.67967857e+09 1.00015180e+10 8.83504711e+09
- 3.14124427e+09 3.22708196e+09 5.46891969e+09 3.22528211e+09
- 8.34476168e+09 4.37118551e+09 9.59602664e+09 2.68332733e+09
- 4.10052143e+09 1.45136989e+09 8.14285689e+09 6.22067285e+09
- 2.00513310e+09 3.43899532e+09 6.81071939e+09 6.20570199e+09
- 5.89921931e+09 3.81562245e+09 6.27235733e+09 6.35354353e+09
- 3.78084517e+09 5.05979859e+09 3.05466549e+09 8.02147827e+09
- 2.67151890e+09 4.65428464e+09 4.17896262e+09 9.35992349e+09
- 7.64274921e+09 5.18295450e+09]
-linear model parameters  =  [5.53763210e+08 8.97606681e+08 1.22014900e+09 1.10932627e+09
- 2.10836556e+09 4.05513953e+08 2.24363759e+09 2.04171023e+09
- 1.66508310e+09 2.68332733e+09]
+margins [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207]
+pointwise margins [[-2.69650751e+07 -1.25580973e+09 -2.02374984e+09 ... -3.80945008e+09
+  -2.81366942e+09 -4.17225281e+09]
+ [ 4.57346608e+08 -1.42157592e+09 -1.53251256e+09 ... -3.77591011e+09
+  -2.74804946e+09 -3.39131905e+09]
+ [ 5.00014083e+08 -2.75388051e+09 -2.37803961e+09 ... -2.28314475e+09
+  -1.32879405e+09 -2.35316577e+09]
+ ...
+ [ 5.72900836e+08 -1.02943191e+09 -1.11263987e+09 ... -3.35772461e+09
+  -2.76160154e+09 -2.51235094e+09]
+ [-1.13832322e+09 -6.14291405e+08 -3.65939915e+08 ... -1.83423201e+09
+  -2.49626969e+09 -2.54831682e+09]
+ [-7.01897510e+08 -8.89702737e+08 -2.26301194e+09 ... -3.52582206e+09
+  -2.13997947e+09 -4.03406262e+09]]
+Predicted y test =  [8.03477155e+09 1.82297841e+09 4.11079088e+09 6.05065254e+09
+ 6.24894332e+09 6.54124245e+09 1.01145140e+10 9.57697348e+09
+ 3.25192819e+09 1.98279877e+09 5.46486237e+09 4.82983786e+09
+ 6.77535308e+09 6.27086308e+09 1.03133644e+10 8.36422086e+09
+ 5.43681675e+09 8.65443349e+09 6.79088824e+09 6.61378619e+09
+ 5.86870144e+09 4.35253728e+09 1.03349442e+10 8.16537913e+09
+ 1.00468256e+09 6.08608133e+09 4.28789293e+09 7.40938491e+09
+ 1.25388616e+10 1.01828035e+10 7.49167777e+09 3.08882942e+09
+ 1.17467099e+10 8.28999878e+09 4.56866941e+09 4.24886285e+09
+ 1.01224133e+10 1.78394834e+09 4.45709559e+09 7.22436638e+09
+ 7.37035483e+09 5.17772643e+09 5.39832804e+09 8.12672863e+09
+ 6.93416246e+09 9.29468134e+09 9.83606381e+09 9.69353386e+09
+ 2.59784844e+09 5.16643738e+09 8.83138125e+09]
+linear model parameters  =  [3.89632888e+08 1.00468256e+09 1.20353299e+09 1.04371264e+09
+ 2.41644829e+09 1.77102052e+08 2.56858895e+09 2.08414686e+09
+ 1.86354525e+09 2.27046854e+09]
 Start computin r squared, result = 
-column mean vector=  [5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646, 5749842340.776646]
- diff with mean vector  [ 3.77133752e+09  2.62669999e+09 -5.74984234e+09 -4.75493626e+09
-  3.20054566e+09 -4.75232616e+09  2.50234449e+09  3.41673266e+09
-  4.86918313e+09  1.17843612e+09  5.53612604e+09  3.12138295e+09
- -1.68760892e+09 -2.84444498e+09 -6.91443122e+08 -3.76961295e+09
-  2.48711855e+09 -5.87379640e+08  4.78427979e+09 -2.42844390e+09
- -1.59634572e+09 -4.73484577e+09  1.05630497e+09  3.49349783e+09
- -4.73285458e+09 -1.99839803e+09  3.07753278e+08  7.82945723e+08
- -4.93572925e+08 -1.50699896e+09  1.05713890e+09  1.03893174e+09
- -2.75832031e+09 -1.59986205e+09 -2.44212179e+09  2.72796699e+09
- -3.75098569e+09 -2.00763549e+09 -1.21586700e+09  4.82907852e+09
-  2.61730823e+09  6.98733491e+08]
- diff with mean vector squared   [1.42229867e+19 6.89955284e+18 3.30606869e+19 2.26094188e+19
- 1.02434925e+19 2.25846039e+19 6.26172794e+18 1.16740621e+19
- 2.37089444e+19 1.38871169e+18 3.06486915e+19 9.74303154e+18
- 2.84802388e+18 8.09086727e+18 4.78093591e+17 1.42099818e+19
- 6.18575868e+18 3.45014841e+17 2.28893331e+19 5.89733977e+18
- 2.54831966e+18 2.24187644e+19 1.11578019e+18 1.22045271e+19
- 2.23999124e+19 3.99359471e+18 9.47120803e+16 6.13004004e+17
- 2.43614233e+17 2.27104586e+18 1.11754265e+18 1.07937917e+18
- 7.60833096e+18 2.55955859e+18 5.96395884e+18 7.44180392e+18
- 1.40698936e+19 4.03060025e+18 1.47833255e+18 2.33199994e+19
- 6.85030235e+18 4.88228492e+17]
- diff with predicted vector  [ 3.89634241e+08  3.57507976e+08  8.33333333e-02 -1.22194661e+09
-  6.65614989e+08  9.99095040e+07 -4.64795784e+07 -1.95342116e+08
-  1.43214251e+09  2.48599889e+08  1.28445036e+09  3.61781841e+07
-  9.20989149e+08 -3.21684600e+08 -4.10520472e+08 -1.24505272e+09
- -1.07800786e+08  7.91277194e+08  9.38095493e+08  6.38071115e+08
-  5.29751916e+07 -4.36373316e+08 -1.33670958e+09  3.02266732e+09
- -9.88145337e+08  3.12448987e+08 -7.53123767e+08  3.27086069e+08
- -6.42949893e+08  4.27220938e+08  5.34623915e+08  4.35230553e+08
- -7.89323140e+08 -9.09818305e+08  2.53055059e+08  4.56331066e+08
- -6.72662242e+08 -9.12077785e+08  3.55012725e+08  1.21899737e+09
-  7.24401357e+08  1.26562133e+09]
- diff with predicted vector squared [1.51814842e+17 1.27811953e+17 6.94444444e-03 1.49315352e+18
- 4.43043314e+17 9.98190899e+15 2.16035121e+15 3.81585422e+16
- 2.05103216e+18 6.18019047e+16 1.64981274e+18 1.30886100e+15
- 8.48221013e+17 1.03480982e+17 1.68527058e+17 1.55015626e+18
- 1.16210094e+16 6.26119597e+17 8.80023153e+17 4.07134748e+17
- 2.80637093e+15 1.90421671e+17 1.78679251e+18 9.13651775e+18
- 9.76431207e+17 9.76243697e+16 5.67195409e+17 1.06985296e+17
- 4.13384565e+17 1.82517730e+17 2.85822730e+17 1.89425634e+17
- 6.23031020e+17 8.27769348e+17 6.40368627e+16 2.08238042e+17
- 4.52474491e+17 8.31885886e+17 1.26034035e+17 1.48595459e+18
- 5.24757327e+17 1.60179736e+18]
-End computing r squared, result =  0.9213190555630897
-*** Linear model R2 score  =  0.9213190555630897
+column mean vector=  [6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873, 6794514961.268873]
+ diff with mean vector  [ 1.16323510e+07 -5.79960888e+09 -1.60030339e+09 -2.61726898e+08
+ -7.36919342e+08  2.44882521e+09  2.37206004e+09  2.81274044e+09
+ -3.88911760e+09 -5.74696236e+09 -1.66707238e+09 -1.07038374e+09
+  7.09499687e+08  7.17560700e+08  2.39108936e+09  1.58989339e+09
+ -2.92860290e+08  1.42991324e+09 -3.21268887e+08 -2.75397650e+08
+  2.48581747e+08 -1.46791445e+09  2.68469713e+09  2.15587304e+09
+ -5.79699878e+09 -1.24335333e+08 -9.73115497e+08 -1.13015365e+08
+  4.17144341e+09  4.49145342e+09  2.95606520e+09 -2.38734538e+09
+  4.62035862e+09  1.05459377e+09 -1.98541229e+09 -1.55822749e+09
+  2.61857865e+09 -5.77752720e+09 -2.26053962e+09  7.35435416e+08
+ -6.33996212e+06 -1.60443698e+08 -1.37434490e+08  1.58202737e+09
+ -5.40176014e+08  1.98758361e+09  2.54560553e+09  3.73960717e+09
+ -4.79565831e+09 -1.77145914e+09  1.44244593e+09]
+ diff with mean vector squared   [1.35311589e+14 3.36354632e+19 2.56097094e+18 6.85009691e+16
+ 5.43050117e+17 5.99674492e+18 5.62666883e+18 7.91150877e+18
+ 1.51252357e+19 3.30275763e+19 2.77913031e+18 1.14572135e+18
+ 5.03389805e+17 5.14893359e+17 5.71730833e+18 2.52776100e+18
+ 8.57671495e+16 2.04465186e+18 1.03213698e+17 7.58438655e+16
+ 6.17928852e+16 2.15477284e+18 7.20759866e+18 4.64778856e+18
+ 3.36051948e+19 1.54592751e+16 9.46953770e+17 1.27724728e+16
+ 1.74009402e+19 2.01731538e+19 8.73832146e+18 5.69941795e+18
+ 2.13477138e+19 1.11216802e+18 3.94186197e+18 2.42807291e+18
+ 6.85695416e+18 3.33798205e+19 5.11003936e+18 5.40865252e+17
+ 4.01951197e+13 2.57421803e+16 1.88882392e+16 2.50281060e+18
+ 2.91790126e+17 3.95048860e+18 6.48010750e+18 1.39846618e+19
+ 2.29983386e+19 3.13806747e+18 2.08065026e+18]
+ diff with predicted vector  [-1.22862424e+09 -8.28072332e+08  1.08342069e+09  4.82135520e+08
+ -1.91347698e+08  2.70209773e+09 -9.47938950e+08  3.02819158e+07
+ -3.46530829e+08 -9.35246166e+08 -3.37419781e+08  8.94293364e+08
+  7.28661569e+08  1.24121258e+09 -1.12776006e+09  2.01874943e+07
+  1.06483792e+09 -4.30005296e+08 -3.17642169e+08 -9.46688796e+07
+  1.17439527e+09  9.74063229e+08 -8.55732092e+08  7.85008865e+08
+ -7.16637380e+06  5.84098300e+08  1.53350654e+09 -7.27885316e+08
+ -1.57290326e+09  1.10316486e+09  2.25890239e+09  1.31834017e+09
+ -3.31836328e+08 -4.40890045e+08  2.40433259e+08  9.87424620e+08
+ -7.09319730e+08 -7.66960572e+08  7.68797553e+07  3.05583995e+08
+ -5.82179835e+08  1.45634484e+09  1.25875243e+09  2.49813701e+08
+ -6.79823509e+08 -5.12582767e+08 -4.95943322e+08  8.40588271e+08
+ -5.98991785e+08 -1.43381558e+08 -5.94420360e+08]
+ diff with predicted vector squared [1.50951752e+18 6.85703787e+17 1.17380040e+18 2.32454659e+17
+ 3.66139414e+16 7.30133212e+18 8.98588253e+17 9.16994422e+14
+ 1.20083616e+17 8.74685390e+17 1.13852109e+17 7.99760622e+17
+ 5.30947682e+17 1.54060868e+18 1.27184276e+18 4.07534928e+14
+ 1.13387979e+18 1.84904555e+17 1.00896548e+17 8.96219676e+15
+ 1.37920425e+18 9.48799175e+17 7.32277413e+17 6.16238918e+17
+ 5.13569134e+13 3.41170824e+17 2.35164229e+18 5.29817033e+17
+ 2.47402465e+18 1.21697271e+18 5.10264003e+18 1.73802080e+18
+ 1.10115349e+17 1.94384032e+17 5.78081521e+16 9.75007381e+17
+ 5.03134480e+17 5.88228519e+17 5.91049678e+15 9.33815782e+16
+ 3.38933361e+17 2.12094028e+18 1.58445769e+18 6.24068853e+16
+ 4.62160003e+17 2.62741093e+17 2.45959778e+17 7.06588641e+17
+ 3.58791158e+17 2.05582711e+16 3.53335564e+17]
+End computing r squared, result =  0.8717518205464034
+*** Linear model R2 score  =  0.8717518205464034
  X header, margins and linear coef numbers before transpose: 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-549553883.5200605, -1275161046.4342904, -1213610469.7087927, -1324892801.501851, -2713384524.642259, -393563683.91373307, -2259744043.5522027, -2806945286.496471, -2119614251.7836776, -3176802080.1762652], array([5.53763210e+08, 8.97606681e+08, 1.22014900e+09, 1.10932627e+09,
-       2.10836556e+09, 4.05513953e+08, 2.24363759e+09, 2.04171023e+09,
-       1.66508310e+09, 2.68332733e+09]), array([1.10331709e+09, 2.17276773e+09, 2.43375947e+09, 2.43421907e+09,
-       4.82175009e+09, 7.99077637e+08, 4.50338163e+09, 4.84865552e+09,
-       3.78469736e+09, 5.86012941e+09])]
- --- Before Modifying variable -549553883.5200605, Type : <class 'str'>
- --- After Modifying variable -549553883.5200605, Type : <class 'float'>
- --- Before Modifying variable -1275161046.4342904, Type : <class 'str'>
- --- After Modifying variable -1275161046.4342904, Type : <class 'float'>
- --- Before Modifying variable -1213610469.7087927, Type : <class 'str'>
- --- After Modifying variable -1213610469.7087927, Type : <class 'float'>
- --- Before Modifying variable -1324892801.501851, Type : <class 'str'>
- --- After Modifying variable -1324892801.501851, Type : <class 'float'>
- --- Before Modifying variable -2713384524.642259, Type : <class 'str'>
- --- After Modifying variable -2713384524.642259, Type : <class 'float'>
- --- Before Modifying variable -393563683.91373307, Type : <class 'str'>
- --- After Modifying variable -393563683.91373307, Type : <class 'float'>
- --- Before Modifying variable -2259744043.5522027, Type : <class 'str'>
- --- After Modifying variable -2259744043.5522027, Type : <class 'float'>
- --- Before Modifying variable -2806945286.496471, Type : <class 'str'>
- --- After Modifying variable -2806945286.496471, Type : <class 'float'>
- --- Before Modifying variable -2119614251.7836776, Type : <class 'str'>
- --- After Modifying variable -2119614251.7836776, Type : <class 'float'>
- --- Before Modifying variable -3176802080.1762652, Type : <class 'str'>
- --- After Modifying variable -3176802080.1762652, Type : <class 'float'>
- --- Before Modifying variable 553763210.0131254, Type : <class 'str'>
- --- After Modifying variable 553763210.0131254, Type : <class 'float'>
- --- Before Modifying variable 897606680.6745838, Type : <class 'str'>
- --- After Modifying variable 897606680.6745838, Type : <class 'float'>
- --- Before Modifying variable 1220149004.8208008, Type : <class 'str'>
- --- After Modifying variable 1220149004.8208008, Type : <class 'float'>
- --- Before Modifying variable 1109326271.2499664, Type : <class 'str'>
- --- After Modifying variable 1109326271.2499664, Type : <class 'float'>
- --- Before Modifying variable 2108365562.0008345, Type : <class 'str'>
- --- After Modifying variable 2108365562.0008345, Type : <class 'float'>
- --- Before Modifying variable 405513953.02183807, Type : <class 'str'>
- --- After Modifying variable 405513953.02183807, Type : <class 'float'>
- --- Before Modifying variable 2243637585.783018, Type : <class 'str'>
- --- After Modifying variable 2243637585.783018, Type : <class 'float'>
- --- Before Modifying variable 2041710231.3462555, Type : <class 'str'>
- --- After Modifying variable 2041710231.3462555, Type : <class 'float'>
- --- Before Modifying variable 1665083103.8088892, Type : <class 'str'>
- --- After Modifying variable 1665083103.8088892, Type : <class 'float'>
- --- Before Modifying variable 2683327326.145057, Type : <class 'str'>
- --- After Modifying variable 2683327326.145057, Type : <class 'float'>
- --- Before Modifying variable 1103317093.533186, Type : <class 'str'>
- --- After Modifying variable 1103317093.533186, Type : <class 'float'>
- --- Before Modifying variable 2172767727.1088743, Type : <class 'str'>
- --- After Modifying variable 2172767727.1088743, Type : <class 'float'>
- --- Before Modifying variable 2433759474.5295935, Type : <class 'str'>
- --- After Modifying variable 2433759474.5295935, Type : <class 'float'>
- --- Before Modifying variable 2434219072.7518177, Type : <class 'str'>
- --- After Modifying variable 2434219072.7518177, Type : <class 'float'>
- --- Before Modifying variable 4821750086.643093, Type : <class 'str'>
- --- After Modifying variable 4821750086.643093, Type : <class 'float'>
- --- Before Modifying variable 799077636.9355712, Type : <class 'str'>
- --- After Modifying variable 799077636.9355712, Type : <class 'float'>
- --- Before Modifying variable 4503381629.33522, Type : <class 'str'>
- --- After Modifying variable 4503381629.33522, Type : <class 'float'>
- --- Before Modifying variable 4848655517.842727, Type : <class 'str'>
- --- After Modifying variable 4848655517.842727, Type : <class 'float'>
- --- Before Modifying variable 3784697355.5925665, Type : <class 'str'>
- --- After Modifying variable 3784697355.5925665, Type : <class 'float'>
- --- Before Modifying variable 5860129406.321322, Type : <class 'str'>
- --- After Modifying variable 5860129406.321322, Type : <class 'float'>
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-412556801.55709714, -1264188906.7534356, -1536345475.9378936, -1584467613.0221124, -3578325885.0620103, 149970046.12991115, -3260607619.6506376, -3037945754.9799795, -2510123228.7586713, -2944634415.4973207], array([3.89632888e+08, 1.00468256e+09, 1.20353299e+09, 1.04371264e+09,
+       2.41644829e+09, 1.77102052e+08, 2.56858895e+09, 2.08414686e+09,
+       1.86354525e+09, 2.27046854e+09]), array([8.02189690e+08, 2.26887147e+09, 2.73987847e+09, 2.62818025e+09,
+       5.99477417e+09, 2.71320060e+07, 5.82919657e+09, 5.12209261e+09,
+       4.37366848e+09, 5.21510296e+09])]
+ --- Before Modifying variable -412556801.55709714, Type : <class 'str'>
+ --- After Modifying variable -412556801.55709714, Type : <class 'float'>
+ --- Before Modifying variable -1264188906.7534356, Type : <class 'str'>
+ --- After Modifying variable -1264188906.7534356, Type : <class 'float'>
+ --- Before Modifying variable -1536345475.9378936, Type : <class 'str'>
+ --- After Modifying variable -1536345475.9378936, Type : <class 'float'>
+ --- Before Modifying variable -1584467613.0221124, Type : <class 'str'>
+ --- After Modifying variable -1584467613.0221124, Type : <class 'float'>
+ --- Before Modifying variable -3578325885.0620103, Type : <class 'str'>
+ --- After Modifying variable -3578325885.0620103, Type : <class 'float'>
+ --- Before Modifying variable 149970046.12991115, Type : <class 'str'>
+ --- After Modifying variable 149970046.12991115, Type : <class 'float'>
+ --- Before Modifying variable -3260607619.6506376, Type : <class 'str'>
+ --- After Modifying variable -3260607619.6506376, Type : <class 'float'>
+ --- Before Modifying variable -3037945754.9799795, Type : <class 'str'>
+ --- After Modifying variable -3037945754.9799795, Type : <class 'float'>
+ --- Before Modifying variable -2510123228.7586713, Type : <class 'str'>
+ --- After Modifying variable -2510123228.7586713, Type : <class 'float'>
+ --- Before Modifying variable -2944634415.4973207, Type : <class 'str'>
+ --- After Modifying variable -2944634415.4973207, Type : <class 'float'>
+ --- Before Modifying variable 389632888.4982499, Type : <class 'str'>
+ --- After Modifying variable 389632888.4982499, Type : <class 'float'>
+ --- Before Modifying variable 1004682558.4998031, Type : <class 'str'>
+ --- After Modifying variable 1004682558.4998031, Type : <class 'float'>
+ --- Before Modifying variable 1203532991.5503676, Type : <class 'str'>
+ --- After Modifying variable 1203532991.5503676, Type : <class 'float'>
+ --- Before Modifying variable 1043712635.855875, Type : <class 'str'>
+ --- After Modifying variable 1043712635.855875, Type : <class 'float'>
+ --- Before Modifying variable 2416448287.019146, Type : <class 'str'>
+ --- After Modifying variable 2416448287.019146, Type : <class 'float'>
+ --- Before Modifying variable 177102052.09242576, Type : <class 'str'>
+ --- After Modifying variable 177102052.09242576, Type : <class 'float'>
+ --- Before Modifying variable 2568588945.394195, Type : <class 'str'>
+ --- After Modifying variable 2568588945.394195, Type : <class 'float'>
+ --- Before Modifying variable 2084146858.1082678, Type : <class 'str'>
+ --- After Modifying variable 2084146858.1082678, Type : <class 'float'>
+ --- Before Modifying variable 1863545249.804789, Type : <class 'str'>
+ --- After Modifying variable 1863545249.804789, Type : <class 'float'>
+ --- Before Modifying variable 2270468542.285238, Type : <class 'str'>
+ --- After Modifying variable 2270468542.285238, Type : <class 'float'>
+ --- Before Modifying variable 802189690.055347, Type : <class 'str'>
+ --- After Modifying variable 802189690.055347, Type : <class 'float'>
+ --- Before Modifying variable 2268871465.2532387, Type : <class 'str'>
+ --- After Modifying variable 2268871465.2532387, Type : <class 'float'>
+ --- Before Modifying variable 2739878467.488261, Type : <class 'str'>
+ --- After Modifying variable 2739878467.488261, Type : <class 'float'>
+ --- Before Modifying variable 2628180248.8779874, Type : <class 'str'>
+ --- After Modifying variable 2628180248.8779874, Type : <class 'float'>
+ --- Before Modifying variable 5994774172.081156, Type : <class 'str'>
+ --- After Modifying variable 5994774172.081156, Type : <class 'float'>
+ --- Before Modifying variable 27132005.96251461, Type : <class 'str'>
+ --- After Modifying variable 27132005.96251461, Type : <class 'float'>
+ --- Before Modifying variable 5829196565.044832, Type : <class 'str'>
+ --- After Modifying variable 5829196565.044832, Type : <class 'float'>
+ --- Before Modifying variable 5122092613.088247, Type : <class 'str'>
+ --- After Modifying variable 5122092613.088247, Type : <class 'float'>
+ --- Before Modifying variable 4373668478.56346, Type : <class 'str'>
+ --- After Modifying variable 4373668478.56346, Type : <class 'float'>
+ --- Before Modifying variable 5215102957.782558, Type : <class 'str'>
+ --- After Modifying variable 5215102957.782558, Type : <class 'float'>
  X header, margins and linear coef numbers after transpose: 
- [['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]]
+ [['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]]
 margins and linearcoef summary_to_print : 
  [array(['X_variable', 'meaning ', 'kernel ridge margins',
-       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186]
- --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743]
- --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935]
- --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177]
- --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]
- --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522]
- --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727]
- --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665]
- --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347]
+ --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387]
+ --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261]
+ --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874]
+ --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]
+ --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832]
+ --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247]
+ --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346]
+ --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]]
+ [['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['X_variable', 'meaning ', 'kernel ridge margins',
-       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186]
- --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935]
- --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743]
- --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177]
- --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665]
- --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522]
- --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093]
- --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727]
- --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347]
+ --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387]
+ --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261]
+ --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874]
+ --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346]
+ --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]
+ --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247]
+ --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832]
+ --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]]
+ [['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]]
 margins and linearcoef summary_to_print ordered by linear regression coefficients : 
  [array(['X_variable', 'meaning ', 'kernel ridge margins',
-       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]
- --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522]
- --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093]
- --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727]
- --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665]
- --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935]
- --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177]
- --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]
+ --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832]
+ --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]
+ --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]
+ --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247]
+ --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346]
+ --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261]
+ --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874]
+ --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]]
+ [['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]]
 margins and linearcoef summary_to_print ordered by linear regression coefficients : 
  [array(['X_variable', 'meaning ', 'kernel ridge margins',
-       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322], ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727], ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093], ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522], ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665], ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177], ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935], ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743], ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186], ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]]
+       'linear regression coefficients', 'difference'], dtype='<U30'), ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156], ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832], ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558], ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247], ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346], ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261], ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874], ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387], ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347], ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]]
  --- Actual line: ['X_variable' 'meaning ' 'kernel ridge margins'
  'linear regression coefficients' 'difference']
- --- Actual line: ['X_9', 'Core 7 state', -3176802080.1762652, 2683327326.145057, 5860129406.321322]
- --- Actual line: ['X_7', 'Core 5 state', -2806945286.496471, 2041710231.3462555, 4848655517.842727]
- --- Actual line: ['X_4', 'Core 3 state', -2713384524.642259, 2108365562.0008345, 4821750086.643093]
- --- Actual line: ['X_6', 'Core 4 state', -2259744043.5522027, 2243637585.783018, 4503381629.33522]
- --- Actual line: ['X_8', 'Core 6 state', -2119614251.7836776, 1665083103.8088892, 3784697355.5925665]
- --- Actual line: ['X_3', 'Core 2 state', -1324892801.501851, 1109326271.2499664, 2434219072.7518177]
- --- Actual line: ['X_2', 'Core 1 state', -1213610469.7087927, 1220149004.8208008, 2433759474.5295935]
- --- Actual line: ['X_1', 'Core 0 state', -1275161046.4342904, 897606680.6745838, 2172767727.1088743]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -549553883.5200605, 553763210.0131254, 1103317093.533186]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -393563683.91373307, 405513953.02183807, 799077636.9355712]
-d_X_5 linear model parameters  =  [ 9.63631496e+07  5.57183634e+08 -2.04810469e+08 -7.76158880e+06
- -4.39948829e+08 -6.25180101e+08  5.85387438e+08 -4.59408522e+08
- -2.13689307e+07 -3.39405022e+08]
- --- FLOAT version of d_X_i_linear_coefficients_ [96363149.60079862, 557183634.3814104, -204810468.7374921, -7761588.803645088, -439948829.46794075, -625180101.2974285, 585387437.7594943, -459408522.44206417, -21368930.68136751, -339405021.90289724]
- --- Before Modifying variable 96363149.60079862, Type : <class 'str'>
- --- After Modifying variable 96363149.60079862, Type : <class 'float'>
- --- Before Modifying variable 557183634.3814104, Type : <class 'str'>
- --- After Modifying variable 557183634.3814104, Type : <class 'float'>
- --- Before Modifying variable -204810468.7374921, Type : <class 'str'>
- --- After Modifying variable -204810468.7374921, Type : <class 'float'>
- --- Before Modifying variable -7761588.803645088, Type : <class 'str'>
- --- After Modifying variable -7761588.803645088, Type : <class 'float'>
- --- Before Modifying variable -439948829.46794075, Type : <class 'str'>
- --- After Modifying variable -439948829.46794075, Type : <class 'float'>
- --- Before Modifying variable -625180101.2974285, Type : <class 'str'>
- --- After Modifying variable -625180101.2974285, Type : <class 'float'>
- --- Before Modifying variable 585387437.7594943, Type : <class 'str'>
- --- After Modifying variable 585387437.7594943, Type : <class 'float'>
- --- Before Modifying variable -459408522.44206417, Type : <class 'str'>
- --- After Modifying variable -459408522.44206417, Type : <class 'float'>
- --- Before Modifying variable -21368930.68136751, Type : <class 'str'>
- --- After Modifying variable -21368930.68136751, Type : <class 'float'>
- --- Before Modifying variable -339405021.90289724, Type : <class 'str'>
- --- After Modifying variable -339405021.90289724, Type : <class 'float'>
- --- Before Modifying variable 96363149.60079862, Type : <class 'str'>
- --- After Modifying variable 96363149.60079862, Type : <class 'float'>
- --- Before Modifying variable 557183634.3814104, Type : <class 'str'>
- --- After Modifying variable 557183634.3814104, Type : <class 'float'>
- --- Before Modifying variable 204810468.7374921, Type : <class 'str'>
- --- After Modifying variable 204810468.7374921, Type : <class 'float'>
- --- Before Modifying variable 7761588.803645088, Type : <class 'str'>
- --- After Modifying variable 7761588.803645088, Type : <class 'float'>
- --- Before Modifying variable 439948829.46794075, Type : <class 'str'>
- --- After Modifying variable 439948829.46794075, Type : <class 'float'>
- --- Before Modifying variable 625180101.2974285, Type : <class 'str'>
- --- After Modifying variable 625180101.2974285, Type : <class 'float'>
- --- Before Modifying variable 585387437.7594943, Type : <class 'str'>
- --- After Modifying variable 585387437.7594943, Type : <class 'float'>
- --- Before Modifying variable 459408522.44206417, Type : <class 'str'>
- --- After Modifying variable 459408522.44206417, Type : <class 'float'>
- --- Before Modifying variable 21368930.68136751, Type : <class 'str'>
- --- After Modifying variable 21368930.68136751, Type : <class 'float'>
- --- Before Modifying variable 339405021.90289724, Type : <class 'str'>
- --- After Modifying variable 339405021.90289724, Type : <class 'float'>
+ --- Actual line: ['X_4', 'Core 3 state', -3578325885.0620103, 2416448287.019146, 5994774172.081156]
+ --- Actual line: ['X_6', 'Core 4 state', -3260607619.6506376, 2568588945.394195, 5829196565.044832]
+ --- Actual line: ['X_9', 'Core 7 state', -2944634415.4973207, 2270468542.285238, 5215102957.782558]
+ --- Actual line: ['X_7', 'Core 5 state', -3037945754.9799795, 2084146858.1082678, 5122092613.088247]
+ --- Actual line: ['X_8', 'Core 6 state', -2510123228.7586713, 1863545249.804789, 4373668478.56346]
+ --- Actual line: ['X_2', 'Core 1 state', -1536345475.9378936, 1203532991.5503676, 2739878467.488261]
+ --- Actual line: ['X_3', 'Core 2 state', -1584467613.0221124, 1043712635.855875, 2628180248.8779874]
+ --- Actual line: ['X_1', 'Core 0 state', -1264188906.7534356, 1004682558.4998031, 2268871465.2532387]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -412556801.55709714, 389632888.4982499, 802189690.055347]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 149970046.12991115, 177102052.09242576, 27132005.96251461]
+d_X_5 linear model parameters  =  [ 7.67653846e+07  3.51728847e+08  2.95425709e+08  7.84948953e+07
+  5.55894540e+07 -6.63071411e+08  4.62471351e+08 -2.00229356e+07
+ -2.24539857e+08 -1.83336104e+08]
+ --- FLOAT version of d_X_i_linear_coefficients_ [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, -663071410.647823, 462471350.70708954, -20022935.613327645, -224539857.22782457, -183336104.08860493]
+ --- Before Modifying variable 76765384.64639042, Type : <class 'str'>
+ --- After Modifying variable 76765384.64639042, Type : <class 'float'>
+ --- Before Modifying variable 351728847.1069102, Type : <class 'str'>
+ --- After Modifying variable 351728847.1069102, Type : <class 'float'>
+ --- Before Modifying variable 295425709.1687234, Type : <class 'str'>
+ --- After Modifying variable 295425709.1687234, Type : <class 'float'>
+ --- Before Modifying variable 78494895.25906077, Type : <class 'str'>
+ --- After Modifying variable 78494895.25906077, Type : <class 'float'>
+ --- Before Modifying variable 55589453.984847695, Type : <class 'str'>
+ --- After Modifying variable 55589453.984847695, Type : <class 'float'>
+ --- Before Modifying variable -663071410.647823, Type : <class 'str'>
+ --- After Modifying variable -663071410.647823, Type : <class 'float'>
+ --- Before Modifying variable 462471350.70708954, Type : <class 'str'>
+ --- After Modifying variable 462471350.70708954, Type : <class 'float'>
+ --- Before Modifying variable -20022935.613327645, Type : <class 'str'>
+ --- After Modifying variable -20022935.613327645, Type : <class 'float'>
+ --- Before Modifying variable -224539857.22782457, Type : <class 'str'>
+ --- After Modifying variable -224539857.22782457, Type : <class 'float'>
+ --- Before Modifying variable -183336104.08860493, Type : <class 'str'>
+ --- After Modifying variable -183336104.08860493, Type : <class 'float'>
+ --- Before Modifying variable 76765384.64639042, Type : <class 'str'>
+ --- After Modifying variable 76765384.64639042, Type : <class 'float'>
+ --- Before Modifying variable 351728847.1069102, Type : <class 'str'>
+ --- After Modifying variable 351728847.1069102, Type : <class 'float'>
+ --- Before Modifying variable 295425709.1687234, Type : <class 'str'>
+ --- After Modifying variable 295425709.1687234, Type : <class 'float'>
+ --- Before Modifying variable 78494895.25906077, Type : <class 'str'>
+ --- After Modifying variable 78494895.25906077, Type : <class 'float'>
+ --- Before Modifying variable 55589453.984847695, Type : <class 'str'>
+ --- After Modifying variable 55589453.984847695, Type : <class 'float'>
+ --- Before Modifying variable 663071410.647823, Type : <class 'str'>
+ --- After Modifying variable 663071410.647823, Type : <class 'float'>
+ --- Before Modifying variable 462471350.70708954, Type : <class 'str'>
+ --- After Modifying variable 462471350.70708954, Type : <class 'float'>
+ --- Before Modifying variable 20022935.613327645, Type : <class 'str'>
+ --- After Modifying variable 20022935.613327645, Type : <class 'float'>
+ --- Before Modifying variable 224539857.22782457, Type : <class 'str'>
+ --- After Modifying variable 224539857.22782457, Type : <class 'float'>
+ --- Before Modifying variable 183336104.08860493, Type : <class 'str'>
+ --- After Modifying variable 183336104.08860493, Type : <class 'float'>
  X header, d_X_ 5 values : 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [96363149.60079862, 557183634.3814104, -204810468.7374921, -7761588.803645088, -439948829.46794075, -625180101.2974285, 585387437.7594943, -459408522.44206417, -21368930.68136751, -339405021.90289724], [96363149.60079862, 557183634.3814104, 204810468.7374921, 7761588.803645088, 439948829.46794075, 625180101.2974285, 585387437.7594943, 459408522.44206417, 21368930.68136751, 339405021.90289724]]
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, -663071410.647823, 462471350.70708954, -20022935.613327645, -224539857.22782457, -183336104.08860493], [76765384.64639042, 351728847.1069102, 295425709.1687234, 78494895.25906077, 55589453.984847695, 663071410.647823, 462471350.70708954, 20022935.613327645, 224539857.22782457, 183336104.08860493]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_5 (Variation relative to frequency level of Big Socket)'
  'asolute d_X_5']
- --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862]
- --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104]
- --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921]
- --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]
- --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]
- --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943]
- --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417]
- --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751]
- --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042]
+ --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102]
+ --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234]
+ --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077]
+ --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]
+ --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954]
+ --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]
+ --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457]
+ --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]]
+ [['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_5 (Variation relative to frequency level of Big Socket)',
-       'asolute d_X_5'], dtype='<U59'), ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]]
+       'asolute d_X_5'], dtype='<U59'), ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_5 (Variation relative to frequency level of Big Socket)'
  'asolute d_X_5']
- --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943]
- --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862]
- --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]
- --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751]
- --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921]
- --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724]
- --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075]
- --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]
+ --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954]
+ --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102]
+ --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234]
+ --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042]
+ --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695]
+ --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]
+ --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493]
+ --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285], ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]]
+ [['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823], ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_5 (Variation relative to frequency level of Big Socket)',
-       'asolute d_X_5'], dtype='<U59'), ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285], ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943], ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104], ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417], ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075], ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724], ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921], ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862], ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751], ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]]
+       'asolute d_X_5'], dtype='<U59'), ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823], ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954], ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102], ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234], ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457], ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493], ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077], ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042], ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695], ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_5 (Variation relative to frequency level of Big Socket)'
  'asolute d_X_5']
- --- Actual line: ['X_5', 'frequency level of Big Socket', -625180101.2974285, 625180101.2974285]
- --- Actual line: ['X_6', 'Core 4 state', 585387437.7594943, 585387437.7594943]
- --- Actual line: ['X_1', 'Core 0 state', 557183634.3814104, 557183634.3814104]
- --- Actual line: ['X_7', 'Core 5 state', -459408522.44206417, 459408522.44206417]
- --- Actual line: ['X_4', 'Core 3 state', -439948829.46794075, 439948829.46794075]
- --- Actual line: ['X_9', 'Core 7 state', -339405021.90289724, 339405021.90289724]
- --- Actual line: ['X_2', 'Core 1 state', -204810468.7374921, 204810468.7374921]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 96363149.60079862, 96363149.60079862]
- --- Actual line: ['X_8', 'Core 6 state', -21368930.68136751, 21368930.68136751]
- --- Actual line: ['X_3', 'Core 2 state', -7761588.803645088, 7761588.803645088]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -663071410.647823, 663071410.647823]
+ --- Actual line: ['X_6', 'Core 4 state', 462471350.70708954, 462471350.70708954]
+ --- Actual line: ['X_1', 'Core 0 state', 351728847.1069102, 351728847.1069102]
+ --- Actual line: ['X_2', 'Core 1 state', 295425709.1687234, 295425709.1687234]
+ --- Actual line: ['X_8', 'Core 6 state', -224539857.22782457, 224539857.22782457]
+ --- Actual line: ['X_9', 'Core 7 state', -183336104.08860493, 183336104.08860493]
+ --- Actual line: ['X_3', 'Core 2 state', 78494895.25906077, 78494895.25906077]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 76765384.64639042, 76765384.64639042]
+ --- Actual line: ['X_4', 'Core 3 state', 55589453.984847695, 55589453.984847695]
+ --- Actual line: ['X_7', 'Core 5 state', -20022935.613327645, 20022935.613327645]
 Plotting d_X_5 over other variables
 --- In function plot_marginal_interactions : plotting d_X_5 with regard to X_0, X_1, X_2
-d_X_0 linear model parameters  =  [ 3.36742114e+08 -2.40781290e+08 -3.11442452e+08 -3.52536308e+07
- -1.46827086e+09 -2.08315053e+07  1.49473137e+08 -2.38565480e+08
-  5.48252006e+08 -1.22840088e+07]
- --- FLOAT version of d_X_i_linear_coefficients_ [336742113.8631924, -240781289.9774284, -311442451.6043428, -35253630.80987913, -1468270861.2177563, -20831505.270050596, 149473136.73207346, -238565479.58682618, 548252005.7839191, -12284008.825833302]
- --- Before Modifying variable 336742113.8631924, Type : <class 'str'>
- --- After Modifying variable 336742113.8631924, Type : <class 'float'>
- --- Before Modifying variable -240781289.9774284, Type : <class 'str'>
- --- After Modifying variable -240781289.9774284, Type : <class 'float'>
- --- Before Modifying variable -311442451.6043428, Type : <class 'str'>
- --- After Modifying variable -311442451.6043428, Type : <class 'float'>
- --- Before Modifying variable -35253630.80987913, Type : <class 'str'>
- --- After Modifying variable -35253630.80987913, Type : <class 'float'>
- --- Before Modifying variable -1468270861.2177563, Type : <class 'str'>
- --- After Modifying variable -1468270861.2177563, Type : <class 'float'>
- --- Before Modifying variable -20831505.270050596, Type : <class 'str'>
- --- After Modifying variable -20831505.270050596, Type : <class 'float'>
- --- Before Modifying variable 149473136.73207346, Type : <class 'str'>
- --- After Modifying variable 149473136.73207346, Type : <class 'float'>
- --- Before Modifying variable -238565479.58682618, Type : <class 'str'>
- --- After Modifying variable -238565479.58682618, Type : <class 'float'>
- --- Before Modifying variable 548252005.7839191, Type : <class 'str'>
- --- After Modifying variable 548252005.7839191, Type : <class 'float'>
- --- Before Modifying variable -12284008.825833302, Type : <class 'str'>
- --- After Modifying variable -12284008.825833302, Type : <class 'float'>
- --- Before Modifying variable 336742113.8631924, Type : <class 'str'>
- --- After Modifying variable 336742113.8631924, Type : <class 'float'>
- --- Before Modifying variable 240781289.9774284, Type : <class 'str'>
- --- After Modifying variable 240781289.9774284, Type : <class 'float'>
- --- Before Modifying variable 311442451.6043428, Type : <class 'str'>
- --- After Modifying variable 311442451.6043428, Type : <class 'float'>
- --- Before Modifying variable 35253630.80987913, Type : <class 'str'>
- --- After Modifying variable 35253630.80987913, Type : <class 'float'>
- --- Before Modifying variable 1468270861.2177563, Type : <class 'str'>
- --- After Modifying variable 1468270861.2177563, Type : <class 'float'>
- --- Before Modifying variable 20831505.270050596, Type : <class 'str'>
- --- After Modifying variable 20831505.270050596, Type : <class 'float'>
- --- Before Modifying variable 149473136.73207346, Type : <class 'str'>
- --- After Modifying variable 149473136.73207346, Type : <class 'float'>
- --- Before Modifying variable 238565479.58682618, Type : <class 'str'>
- --- After Modifying variable 238565479.58682618, Type : <class 'float'>
- --- Before Modifying variable 548252005.7839191, Type : <class 'str'>
- --- After Modifying variable 548252005.7839191, Type : <class 'float'>
- --- Before Modifying variable 12284008.825833302, Type : <class 'str'>
- --- After Modifying variable 12284008.825833302, Type : <class 'float'>
+d_X_0 linear model parameters  =  [ 8.20339558e+08 -4.36603137e+08 -4.82410492e+08 -7.70131371e+08
+ -1.30163991e+09 -1.68726910e+05  3.87199829e+08 -1.98020944e+07
+  2.11918146e+08  9.59626251e+05]
+ --- FLOAT version of d_X_i_linear_coefficients_ [820339557.6513243, -436603136.7916219, -482410491.5300842, -770131371.08033, -1301639906.0933905, -168726.91015878506, 387199828.95405394, -19802094.438352123, 211918146.37941247, 959626.2509699315]
+ --- Before Modifying variable 820339557.6513243, Type : <class 'str'>
+ --- After Modifying variable 820339557.6513243, Type : <class 'float'>
+ --- Before Modifying variable -436603136.7916219, Type : <class 'str'>
+ --- After Modifying variable -436603136.7916219, Type : <class 'float'>
+ --- Before Modifying variable -482410491.5300842, Type : <class 'str'>
+ --- After Modifying variable -482410491.5300842, Type : <class 'float'>
+ --- Before Modifying variable -770131371.08033, Type : <class 'str'>
+ --- After Modifying variable -770131371.08033, Type : <class 'float'>
+ --- Before Modifying variable -1301639906.0933905, Type : <class 'str'>
+ --- After Modifying variable -1301639906.0933905, Type : <class 'float'>
+ --- Before Modifying variable -168726.91015878506, Type : <class 'str'>
+ --- After Modifying variable -168726.91015878506, Type : <class 'float'>
+ --- Before Modifying variable 387199828.95405394, Type : <class 'str'>
+ --- After Modifying variable 387199828.95405394, Type : <class 'float'>
+ --- Before Modifying variable -19802094.438352123, Type : <class 'str'>
+ --- After Modifying variable -19802094.438352123, Type : <class 'float'>
+ --- Before Modifying variable 211918146.37941247, Type : <class 'str'>
+ --- After Modifying variable 211918146.37941247, Type : <class 'float'>
+ --- Before Modifying variable 959626.2509699315, Type : <class 'str'>
+ --- After Modifying variable 959626.2509699315, Type : <class 'float'>
+ --- Before Modifying variable 820339557.6513243, Type : <class 'str'>
+ --- After Modifying variable 820339557.6513243, Type : <class 'float'>
+ --- Before Modifying variable 436603136.7916219, Type : <class 'str'>
+ --- After Modifying variable 436603136.7916219, Type : <class 'float'>
+ --- Before Modifying variable 482410491.5300842, Type : <class 'str'>
+ --- After Modifying variable 482410491.5300842, Type : <class 'float'>
+ --- Before Modifying variable 770131371.08033, Type : <class 'str'>
+ --- After Modifying variable 770131371.08033, Type : <class 'float'>
+ --- Before Modifying variable 1301639906.0933905, Type : <class 'str'>
+ --- After Modifying variable 1301639906.0933905, Type : <class 'float'>
+ --- Before Modifying variable 168726.91015878506, Type : <class 'str'>
+ --- After Modifying variable 168726.91015878506, Type : <class 'float'>
+ --- Before Modifying variable 387199828.95405394, Type : <class 'str'>
+ --- After Modifying variable 387199828.95405394, Type : <class 'float'>
+ --- Before Modifying variable 19802094.438352123, Type : <class 'str'>
+ --- After Modifying variable 19802094.438352123, Type : <class 'float'>
+ --- Before Modifying variable 211918146.37941247, Type : <class 'str'>
+ --- After Modifying variable 211918146.37941247, Type : <class 'float'>
+ --- Before Modifying variable 959626.2509699315, Type : <class 'str'>
+ --- After Modifying variable 959626.2509699315, Type : <class 'float'>
  X header, d_X_ 0 values : 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [336742113.8631924, -240781289.9774284, -311442451.6043428, -35253630.80987913, -1468270861.2177563, -20831505.270050596, 149473136.73207346, -238565479.58682618, 548252005.7839191, -12284008.825833302], [336742113.8631924, 240781289.9774284, 311442451.6043428, 35253630.80987913, 1468270861.2177563, 20831505.270050596, 149473136.73207346, 238565479.58682618, 548252005.7839191, 12284008.825833302]]
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [820339557.6513243, -436603136.7916219, -482410491.5300842, -770131371.08033, -1301639906.0933905, -168726.91015878506, 387199828.95405394, -19802094.438352123, 211918146.37941247, 959626.2509699315], [820339557.6513243, 436603136.7916219, 482410491.5300842, 770131371.08033, 1301639906.0933905, 168726.91015878506, 387199828.95405394, 19802094.438352123, 211918146.37941247, 959626.2509699315]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_0 (Variation relative to frequency level of Little Socket)'
  'asolute d_X_0']
- --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924]
- --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284]
- --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428]
- --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913]
- --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596]
- --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346]
- --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618]
- --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191]
- --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243]
+ --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219]
+ --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842]
+ --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033]
+ --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]
+ --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394]
+ --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123]
+ --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247]
+ --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]]
+ [['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_0 (Variation relative to frequency level of Little Socket)',
-       'asolute d_X_0'], dtype='<U62'), ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]]
+       'asolute d_X_0'], dtype='<U62'), ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_0 (Variation relative to frequency level of Little Socket)'
  'asolute d_X_0']
- --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924]
- --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346]
- --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596]
- --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913]
- --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618]
- --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284]
- --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428]
- --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243]
+ --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394]
+ --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247]
+ --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]
+ --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123]
+ --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219]
+ --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842]
+ --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033]
+ --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563], ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]]
+ [['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905], ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_0 (Variation relative to frequency level of Little Socket)',
-       'asolute d_X_0'], dtype='<U62'), ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563], ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191], ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924], ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428], ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284], ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618], ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346], ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913], ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596], ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]]
+       'asolute d_X_0'], dtype='<U62'), ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905], ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243], ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033], ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842], ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219], ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394], ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247], ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123], ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315], ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]]
  --- Actual line: ['Variable' 'meaning '
  'd_X_0 (Variation relative to frequency level of Little Socket)'
  'asolute d_X_0']
- --- Actual line: ['X_4', 'Core 3 state', -1468270861.2177563, 1468270861.2177563]
- --- Actual line: ['X_8', 'Core 6 state', 548252005.7839191, 548252005.7839191]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 336742113.8631924, 336742113.8631924]
- --- Actual line: ['X_2', 'Core 1 state', -311442451.6043428, 311442451.6043428]
- --- Actual line: ['X_1', 'Core 0 state', -240781289.9774284, 240781289.9774284]
- --- Actual line: ['X_7', 'Core 5 state', -238565479.58682618, 238565479.58682618]
- --- Actual line: ['X_6', 'Core 4 state', 149473136.73207346, 149473136.73207346]
- --- Actual line: ['X_3', 'Core 2 state', -35253630.80987913, 35253630.80987913]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -20831505.270050596, 20831505.270050596]
- --- Actual line: ['X_9', 'Core 7 state', -12284008.825833302, 12284008.825833302]
+ --- Actual line: ['X_4', 'Core 3 state', -1301639906.0933905, 1301639906.0933905]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', 820339557.6513243, 820339557.6513243]
+ --- Actual line: ['X_3', 'Core 2 state', -770131371.08033, 770131371.08033]
+ --- Actual line: ['X_2', 'Core 1 state', -482410491.5300842, 482410491.5300842]
+ --- Actual line: ['X_1', 'Core 0 state', -436603136.7916219, 436603136.7916219]
+ --- Actual line: ['X_6', 'Core 4 state', 387199828.95405394, 387199828.95405394]
+ --- Actual line: ['X_8', 'Core 6 state', 211918146.37941247, 211918146.37941247]
+ --- Actual line: ['X_7', 'Core 5 state', -19802094.438352123, 19802094.438352123]
+ --- Actual line: ['X_9', 'Core 7 state', 959626.2509699315, 959626.2509699315]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', -168726.91015878506, 168726.91015878506]
 Plotting d_X_0 over other variables
 --- In function plot_marginal_interactions : plotting d_X_0 with regard to X_0, X_1, X_2
-d_X_1 linear model parameters  =  [-3.24833953e+08  3.38988100e+08 -2.04206115e+08 -4.34477195e+08
- -9.87408245e+08  2.59436063e+08 -7.54104437e+08  1.52121806e+08
-  1.18123506e+08 -2.98115443e+08]
- --- FLOAT version of d_X_i_linear_coefficients_ [-324833952.8750232, 338988099.5505692, -204206114.8465256, -434477194.58466315, -987408244.7979025, 259436063.4328626, -754104437.2464166, 152121805.7194438, 118123506.00994132, -298115442.7547031]
- --- Before Modifying variable -324833952.8750232, Type : <class 'str'>
- --- After Modifying variable -324833952.8750232, Type : <class 'float'>
- --- Before Modifying variable 338988099.5505692, Type : <class 'str'>
- --- After Modifying variable 338988099.5505692, Type : <class 'float'>
- --- Before Modifying variable -204206114.8465256, Type : <class 'str'>
- --- After Modifying variable -204206114.8465256, Type : <class 'float'>
- --- Before Modifying variable -434477194.58466315, Type : <class 'str'>
- --- After Modifying variable -434477194.58466315, Type : <class 'float'>
- --- Before Modifying variable -987408244.7979025, Type : <class 'str'>
- --- After Modifying variable -987408244.7979025, Type : <class 'float'>
- --- Before Modifying variable 259436063.4328626, Type : <class 'str'>
- --- After Modifying variable 259436063.4328626, Type : <class 'float'>
- --- Before Modifying variable -754104437.2464166, Type : <class 'str'>
- --- After Modifying variable -754104437.2464166, Type : <class 'float'>
- --- Before Modifying variable 152121805.7194438, Type : <class 'str'>
- --- After Modifying variable 152121805.7194438, Type : <class 'float'>
- --- Before Modifying variable 118123506.00994132, Type : <class 'str'>
- --- After Modifying variable 118123506.00994132, Type : <class 'float'>
- --- Before Modifying variable -298115442.7547031, Type : <class 'str'>
- --- After Modifying variable -298115442.7547031, Type : <class 'float'>
- --- Before Modifying variable 324833952.8750232, Type : <class 'str'>
- --- After Modifying variable 324833952.8750232, Type : <class 'float'>
- --- Before Modifying variable 338988099.5505692, Type : <class 'str'>
- --- After Modifying variable 338988099.5505692, Type : <class 'float'>
- --- Before Modifying variable 204206114.8465256, Type : <class 'str'>
- --- After Modifying variable 204206114.8465256, Type : <class 'float'>
- --- Before Modifying variable 434477194.58466315, Type : <class 'str'>
- --- After Modifying variable 434477194.58466315, Type : <class 'float'>
- --- Before Modifying variable 987408244.7979025, Type : <class 'str'>
- --- After Modifying variable 987408244.7979025, Type : <class 'float'>
- --- Before Modifying variable 259436063.4328626, Type : <class 'str'>
- --- After Modifying variable 259436063.4328626, Type : <class 'float'>
- --- Before Modifying variable 754104437.2464166, Type : <class 'str'>
- --- After Modifying variable 754104437.2464166, Type : <class 'float'>
- --- Before Modifying variable 152121805.7194438, Type : <class 'str'>
- --- After Modifying variable 152121805.7194438, Type : <class 'float'>
- --- Before Modifying variable 118123506.00994132, Type : <class 'str'>
- --- After Modifying variable 118123506.00994132, Type : <class 'float'>
- --- Before Modifying variable 298115442.7547031, Type : <class 'str'>
- --- After Modifying variable 298115442.7547031, Type : <class 'float'>
+d_X_1 linear model parameters  =  [-3.20950307e+08  3.32617511e+08  4.75815389e+07 -3.18893377e+08
+ -6.81588945e+08  1.53703955e+08 -7.65208546e+08 -3.13765227e+08
+ -2.33885892e+07 -4.82346664e+08]
+ --- FLOAT version of d_X_i_linear_coefficients_ [-320950306.78554046, 332617510.9225541, 47581538.93728754, -318893376.56996655, -681588945.4197552, 153703954.81168452, -765208545.5397289, -313765227.0305944, -23388589.23470423, -482346664.1520596]
+ --- Before Modifying variable -320950306.78554046, Type : <class 'str'>
+ --- After Modifying variable -320950306.78554046, Type : <class 'float'>
+ --- Before Modifying variable 332617510.9225541, Type : <class 'str'>
+ --- After Modifying variable 332617510.9225541, Type : <class 'float'>
+ --- Before Modifying variable 47581538.93728754, Type : <class 'str'>
+ --- After Modifying variable 47581538.93728754, Type : <class 'float'>
+ --- Before Modifying variable -318893376.56996655, Type : <class 'str'>
+ --- After Modifying variable -318893376.56996655, Type : <class 'float'>
+ --- Before Modifying variable -681588945.4197552, Type : <class 'str'>
+ --- After Modifying variable -681588945.4197552, Type : <class 'float'>
+ --- Before Modifying variable 153703954.81168452, Type : <class 'str'>
+ --- After Modifying variable 153703954.81168452, Type : <class 'float'>
+ --- Before Modifying variable -765208545.5397289, Type : <class 'str'>
+ --- After Modifying variable -765208545.5397289, Type : <class 'float'>
+ --- Before Modifying variable -313765227.0305944, Type : <class 'str'>
+ --- After Modifying variable -313765227.0305944, Type : <class 'float'>
+ --- Before Modifying variable -23388589.23470423, Type : <class 'str'>
+ --- After Modifying variable -23388589.23470423, Type : <class 'float'>
+ --- Before Modifying variable -482346664.1520596, Type : <class 'str'>
+ --- After Modifying variable -482346664.1520596, Type : <class 'float'>
+ --- Before Modifying variable 320950306.78554046, Type : <class 'str'>
+ --- After Modifying variable 320950306.78554046, Type : <class 'float'>
+ --- Before Modifying variable 332617510.9225541, Type : <class 'str'>
+ --- After Modifying variable 332617510.9225541, Type : <class 'float'>
+ --- Before Modifying variable 47581538.93728754, Type : <class 'str'>
+ --- After Modifying variable 47581538.93728754, Type : <class 'float'>
+ --- Before Modifying variable 318893376.56996655, Type : <class 'str'>
+ --- After Modifying variable 318893376.56996655, Type : <class 'float'>
+ --- Before Modifying variable 681588945.4197552, Type : <class 'str'>
+ --- After Modifying variable 681588945.4197552, Type : <class 'float'>
+ --- Before Modifying variable 153703954.81168452, Type : <class 'str'>
+ --- After Modifying variable 153703954.81168452, Type : <class 'float'>
+ --- Before Modifying variable 765208545.5397289, Type : <class 'str'>
+ --- After Modifying variable 765208545.5397289, Type : <class 'float'>
+ --- Before Modifying variable 313765227.0305944, Type : <class 'str'>
+ --- After Modifying variable 313765227.0305944, Type : <class 'float'>
+ --- Before Modifying variable 23388589.23470423, Type : <class 'str'>
+ --- After Modifying variable 23388589.23470423, Type : <class 'float'>
+ --- Before Modifying variable 482346664.1520596, Type : <class 'str'>
+ --- After Modifying variable 482346664.1520596, Type : <class 'float'>
  X header, d_X_ 1 values : 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-324833952.8750232, 338988099.5505692, -204206114.8465256, -434477194.58466315, -987408244.7979025, 259436063.4328626, -754104437.2464166, 152121805.7194438, 118123506.00994132, -298115442.7547031], [324833952.8750232, 338988099.5505692, 204206114.8465256, 434477194.58466315, 987408244.7979025, 259436063.4328626, 754104437.2464166, 152121805.7194438, 118123506.00994132, 298115442.7547031]]
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-320950306.78554046, 332617510.9225541, 47581538.93728754, -318893376.56996655, -681588945.4197552, 153703954.81168452, -765208545.5397289, -313765227.0305944, -23388589.23470423, -482346664.1520596], [320950306.78554046, 332617510.9225541, 47581538.93728754, 318893376.56996655, 681588945.4197552, 153703954.81168452, 765208545.5397289, 313765227.0305944, 23388589.23470423, 482346664.1520596]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)'
  'asolute d_X_1']
- --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232]
- --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692]
- --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256]
- --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315]
- --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]
- --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626]
- --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166]
- --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438]
- --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]
- --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046]
+ --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541]
+ --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754]
+ --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655]
+ --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452]
+ --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]
+ --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944]
+ --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]
+ --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]]
+ [['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_1 (Variation relative to Core 0 state)', 'asolute d_X_1'],
-      dtype='<U42'), ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]]
+      dtype='<U42'), ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)'
  'asolute d_X_1']
- --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692]
- --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626]
- --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438]
- --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]
- --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256]
- --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232]
- --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315]
- --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166]
- --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]
+ --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452]
+ --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754]
+ --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]
+ --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944]
+ --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046]
+ --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596]
+ --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552]
+ --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]]
+ [['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_1 (Variation relative to Core 0 state)', 'asolute d_X_1'],
-      dtype='<U42'), ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025], ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166], ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315], ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692], ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232], ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031], ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626], ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256], ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438], ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]]
+      dtype='<U42'), ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289], ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552], ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596], ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541], ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046], ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655], ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944], ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452], ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754], ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_1 (Variation relative to Core 0 state)'
  'asolute d_X_1']
- --- Actual line: ['X_4', 'Core 3 state', -987408244.7979025, 987408244.7979025]
- --- Actual line: ['X_6', 'Core 4 state', -754104437.2464166, 754104437.2464166]
- --- Actual line: ['X_3', 'Core 2 state', -434477194.58466315, 434477194.58466315]
- --- Actual line: ['X_1', 'Core 0 state', 338988099.5505692, 338988099.5505692]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -324833952.8750232, 324833952.8750232]
- --- Actual line: ['X_9', 'Core 7 state', -298115442.7547031, 298115442.7547031]
- --- Actual line: ['X_5', 'frequency level of Big Socket', 259436063.4328626, 259436063.4328626]
- --- Actual line: ['X_2', 'Core 1 state', -204206114.8465256, 204206114.8465256]
- --- Actual line: ['X_7', 'Core 5 state', 152121805.7194438, 152121805.7194438]
- --- Actual line: ['X_8', 'Core 6 state', 118123506.00994132, 118123506.00994132]
+ --- Actual line: ['X_6', 'Core 4 state', -765208545.5397289, 765208545.5397289]
+ --- Actual line: ['X_4', 'Core 3 state', -681588945.4197552, 681588945.4197552]
+ --- Actual line: ['X_9', 'Core 7 state', -482346664.1520596, 482346664.1520596]
+ --- Actual line: ['X_1', 'Core 0 state', 332617510.9225541, 332617510.9225541]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -320950306.78554046, 320950306.78554046]
+ --- Actual line: ['X_3', 'Core 2 state', -318893376.56996655, 318893376.56996655]
+ --- Actual line: ['X_7', 'Core 5 state', -313765227.0305944, 313765227.0305944]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 153703954.81168452, 153703954.81168452]
+ --- Actual line: ['X_2', 'Core 1 state', 47581538.93728754, 47581538.93728754]
+ --- Actual line: ['X_8', 'Core 6 state', -23388589.23470423, 23388589.23470423]
 Plotting d_X_1 over other variables
 --- In function plot_marginal_interactions : plotting d_X_1 with regard to X_0, X_1, X_2
-d_X_6 linear model parameters  =  [ 1.09527957e+08 -4.07070143e+08 -1.04860076e+09 -6.40321048e+08
- -7.95622200e+08  1.60641020e+08 -6.03433874e+08 -4.35615050e+08
- -4.68957940e+07 -6.89513219e+08]
- --- FLOAT version of d_X_i_linear_coefficients_ [109527957.1764159, -407070142.8153082, -1048600762.5376455, -640321048.0138501, -795622200.0694599, 160641019.87897712, -603433874.0589324, -435615050.2214461, -46895793.97414103, -689513218.8433292]
- --- Before Modifying variable 109527957.1764159, Type : <class 'str'>
- --- After Modifying variable 109527957.1764159, Type : <class 'float'>
- --- Before Modifying variable -407070142.8153082, Type : <class 'str'>
- --- After Modifying variable -407070142.8153082, Type : <class 'float'>
- --- Before Modifying variable -1048600762.5376455, Type : <class 'str'>
- --- After Modifying variable -1048600762.5376455, Type : <class 'float'>
- --- Before Modifying variable -640321048.0138501, Type : <class 'str'>
- --- After Modifying variable -640321048.0138501, Type : <class 'float'>
- --- Before Modifying variable -795622200.0694599, Type : <class 'str'>
- --- After Modifying variable -795622200.0694599, Type : <class 'float'>
- --- Before Modifying variable 160641019.87897712, Type : <class 'str'>
- --- After Modifying variable 160641019.87897712, Type : <class 'float'>
- --- Before Modifying variable -603433874.0589324, Type : <class 'str'>
- --- After Modifying variable -603433874.0589324, Type : <class 'float'>
- --- Before Modifying variable -435615050.2214461, Type : <class 'str'>
- --- After Modifying variable -435615050.2214461, Type : <class 'float'>
- --- Before Modifying variable -46895793.97414103, Type : <class 'str'>
- --- After Modifying variable -46895793.97414103, Type : <class 'float'>
- --- Before Modifying variable -689513218.8433292, Type : <class 'str'>
- --- After Modifying variable -689513218.8433292, Type : <class 'float'>
- --- Before Modifying variable 109527957.1764159, Type : <class 'str'>
- --- After Modifying variable 109527957.1764159, Type : <class 'float'>
- --- Before Modifying variable 407070142.8153082, Type : <class 'str'>
- --- After Modifying variable 407070142.8153082, Type : <class 'float'>
- --- Before Modifying variable 1048600762.5376455, Type : <class 'str'>
- --- After Modifying variable 1048600762.5376455, Type : <class 'float'>
- --- Before Modifying variable 640321048.0138501, Type : <class 'str'>
- --- After Modifying variable 640321048.0138501, Type : <class 'float'>
- --- Before Modifying variable 795622200.0694599, Type : <class 'str'>
- --- After Modifying variable 795622200.0694599, Type : <class 'float'>
- --- Before Modifying variable 160641019.87897712, Type : <class 'str'>
- --- After Modifying variable 160641019.87897712, Type : <class 'float'>
- --- Before Modifying variable 603433874.0589324, Type : <class 'str'>
- --- After Modifying variable 603433874.0589324, Type : <class 'float'>
- --- Before Modifying variable 435615050.2214461, Type : <class 'str'>
- --- After Modifying variable 435615050.2214461, Type : <class 'float'>
- --- Before Modifying variable 46895793.97414103, Type : <class 'str'>
- --- After Modifying variable 46895793.97414103, Type : <class 'float'>
- --- Before Modifying variable 689513218.8433292, Type : <class 'str'>
- --- After Modifying variable 689513218.8433292, Type : <class 'float'>
+d_X_6 linear model parameters  =  [-9.26263665e+06 -1.31562002e+09 -1.58401176e+09 -7.20576460e+08
+ -7.50569078e+08  1.69146155e+08 -1.10771135e+09 -2.10680506e+08
+  1.50607672e+08 -3.88350721e+08]
+ --- FLOAT version of d_X_i_linear_coefficients_ [-9262636.654511191, -1315620016.0411792, -1584011760.4849024, -720576460.3278052, -750569078.4366342, 169146155.2086528, -1107711354.3118272, -210680506.2365206, 150607672.25849852, -388350721.2468535]
+ --- Before Modifying variable -9262636.654511191, Type : <class 'str'>
+ --- After Modifying variable -9262636.654511191, Type : <class 'float'>
+ --- Before Modifying variable -1315620016.0411792, Type : <class 'str'>
+ --- After Modifying variable -1315620016.0411792, Type : <class 'float'>
+ --- Before Modifying variable -1584011760.4849024, Type : <class 'str'>
+ --- After Modifying variable -1584011760.4849024, Type : <class 'float'>
+ --- Before Modifying variable -720576460.3278052, Type : <class 'str'>
+ --- After Modifying variable -720576460.3278052, Type : <class 'float'>
+ --- Before Modifying variable -750569078.4366342, Type : <class 'str'>
+ --- After Modifying variable -750569078.4366342, Type : <class 'float'>
+ --- Before Modifying variable 169146155.2086528, Type : <class 'str'>
+ --- After Modifying variable 169146155.2086528, Type : <class 'float'>
+ --- Before Modifying variable -1107711354.3118272, Type : <class 'str'>
+ --- After Modifying variable -1107711354.3118272, Type : <class 'float'>
+ --- Before Modifying variable -210680506.2365206, Type : <class 'str'>
+ --- After Modifying variable -210680506.2365206, Type : <class 'float'>
+ --- Before Modifying variable 150607672.25849852, Type : <class 'str'>
+ --- After Modifying variable 150607672.25849852, Type : <class 'float'>
+ --- Before Modifying variable -388350721.2468535, Type : <class 'str'>
+ --- After Modifying variable -388350721.2468535, Type : <class 'float'>
+ --- Before Modifying variable 9262636.654511191, Type : <class 'str'>
+ --- After Modifying variable 9262636.654511191, Type : <class 'float'>
+ --- Before Modifying variable 1315620016.0411792, Type : <class 'str'>
+ --- After Modifying variable 1315620016.0411792, Type : <class 'float'>
+ --- Before Modifying variable 1584011760.4849024, Type : <class 'str'>
+ --- After Modifying variable 1584011760.4849024, Type : <class 'float'>
+ --- Before Modifying variable 720576460.3278052, Type : <class 'str'>
+ --- After Modifying variable 720576460.3278052, Type : <class 'float'>
+ --- Before Modifying variable 750569078.4366342, Type : <class 'str'>
+ --- After Modifying variable 750569078.4366342, Type : <class 'float'>
+ --- Before Modifying variable 169146155.2086528, Type : <class 'str'>
+ --- After Modifying variable 169146155.2086528, Type : <class 'float'>
+ --- Before Modifying variable 1107711354.3118272, Type : <class 'str'>
+ --- After Modifying variable 1107711354.3118272, Type : <class 'float'>
+ --- Before Modifying variable 210680506.2365206, Type : <class 'str'>
+ --- After Modifying variable 210680506.2365206, Type : <class 'float'>
+ --- Before Modifying variable 150607672.25849852, Type : <class 'str'>
+ --- After Modifying variable 150607672.25849852, Type : <class 'float'>
+ --- Before Modifying variable 388350721.2468535, Type : <class 'str'>
+ --- After Modifying variable 388350721.2468535, Type : <class 'float'>
  X header, d_X_ 6 values : 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [109527957.1764159, -407070142.8153082, -1048600762.5376455, -640321048.0138501, -795622200.0694599, 160641019.87897712, -603433874.0589324, -435615050.2214461, -46895793.97414103, -689513218.8433292], [109527957.1764159, 407070142.8153082, 1048600762.5376455, 640321048.0138501, 795622200.0694599, 160641019.87897712, 603433874.0589324, 435615050.2214461, 46895793.97414103, 689513218.8433292]]
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-9262636.654511191, -1315620016.0411792, -1584011760.4849024, -720576460.3278052, -750569078.4366342, 169146155.2086528, -1107711354.3118272, -210680506.2365206, 150607672.25849852, -388350721.2468535], [9262636.654511191, 1315620016.0411792, 1584011760.4849024, 720576460.3278052, 750569078.4366342, 169146155.2086528, 1107711354.3118272, 210680506.2365206, 150607672.25849852, 388350721.2468535]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)'
  'asolute d_X_6']
- --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159]
- --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082]
- --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]
- --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501]
- --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599]
- --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712]
- --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324]
- --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461]
- --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]
- --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]
+ --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792]
+ --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]
+ --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052]
+ --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528]
+ --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272]
+ --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206]
+ --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852]
+ --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]]
+ [['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_6 (Variation relative to Core 4 state)', 'asolute d_X_6'],
-      dtype='<U42'), ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]]
+      dtype='<U42'), ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)'
  'asolute d_X_6']
- --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159]
- --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]
- --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082]
- --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461]
- --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324]
- --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501]
- --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292]
- --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599]
- --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528]
+ --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]
+ --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206]
+ --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535]
+ --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052]
+ --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342]
+ --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272]
+ --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792]
+ --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]]
+ [['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_6 (Variation relative to Core 4 state)', 'asolute d_X_6'],
-      dtype='<U42'), ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455], ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599], ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292], ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501], ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324], ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461], ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082], ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712], ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159], ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]]
+      dtype='<U42'), ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024], ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792], ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272], ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342], ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052], ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535], ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206], ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528], ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852], ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_6 (Variation relative to Core 4 state)'
  'asolute d_X_6']
- --- Actual line: ['X_2', 'Core 1 state', -1048600762.5376455, 1048600762.5376455]
- --- Actual line: ['X_4', 'Core 3 state', -795622200.0694599, 795622200.0694599]
- --- Actual line: ['X_9', 'Core 7 state', -689513218.8433292, 689513218.8433292]
- --- Actual line: ['X_3', 'Core 2 state', -640321048.0138501, 640321048.0138501]
- --- Actual line: ['X_6', 'Core 4 state', -603433874.0589324, 603433874.0589324]
- --- Actual line: ['X_7', 'Core 5 state', -435615050.2214461, 435615050.2214461]
- --- Actual line: ['X_1', 'Core 0 state', -407070142.8153082, 407070142.8153082]
- --- Actual line: ['X_5', 'frequency level of Big Socket', 160641019.87897712, 160641019.87897712]
- --- Actual line: ['X_0', 'frequency level of Little Socket', 109527957.1764159, 109527957.1764159]
- --- Actual line: ['X_8', 'Core 6 state', -46895793.97414103, 46895793.97414103]
+ --- Actual line: ['X_2', 'Core 1 state', -1584011760.4849024, 1584011760.4849024]
+ --- Actual line: ['X_1', 'Core 0 state', -1315620016.0411792, 1315620016.0411792]
+ --- Actual line: ['X_6', 'Core 4 state', -1107711354.3118272, 1107711354.3118272]
+ --- Actual line: ['X_4', 'Core 3 state', -750569078.4366342, 750569078.4366342]
+ --- Actual line: ['X_3', 'Core 2 state', -720576460.3278052, 720576460.3278052]
+ --- Actual line: ['X_9', 'Core 7 state', -388350721.2468535, 388350721.2468535]
+ --- Actual line: ['X_7', 'Core 5 state', -210680506.2365206, 210680506.2365206]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 169146155.2086528, 169146155.2086528]
+ --- Actual line: ['X_8', 'Core 6 state', 150607672.25849852, 150607672.25849852]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -9262636.654511191, 9262636.654511191]
 Plotting d_X_6 over other variables
 --- In function plot_marginal_interactions : plotting d_X_6 with regard to X_0, X_1, X_2
-d_X_9 linear model parameters  =  [-1.73359540e+08 -3.67009545e+08 -9.34287521e+08 -9.34475970e+08
- -9.49810112e+08 -2.46568764e+08 -1.22916436e+09 -2.33318810e+07
- -1.87572855e+08 -3.83758658e+08]
- --- FLOAT version of d_X_i_linear_coefficients_ [-173359540.07633942, -367009544.97462803, -934287520.8176594, -934475970.142702, -949810111.8092912, -246568763.93451113, -1229164359.9245093, -23331881.002968285, -187572854.60125294, -383758657.7090551]
- --- Before Modifying variable -173359540.07633942, Type : <class 'str'>
- --- After Modifying variable -173359540.07633942, Type : <class 'float'>
- --- Before Modifying variable -367009544.97462803, Type : <class 'str'>
- --- After Modifying variable -367009544.97462803, Type : <class 'float'>
- --- Before Modifying variable -934287520.8176594, Type : <class 'str'>
- --- After Modifying variable -934287520.8176594, Type : <class 'float'>
- --- Before Modifying variable -934475970.142702, Type : <class 'str'>
- --- After Modifying variable -934475970.142702, Type : <class 'float'>
- --- Before Modifying variable -949810111.8092912, Type : <class 'str'>
- --- After Modifying variable -949810111.8092912, Type : <class 'float'>
- --- Before Modifying variable -246568763.93451113, Type : <class 'str'>
- --- After Modifying variable -246568763.93451113, Type : <class 'float'>
- --- Before Modifying variable -1229164359.9245093, Type : <class 'str'>
- --- After Modifying variable -1229164359.9245093, Type : <class 'float'>
- --- Before Modifying variable -23331881.002968285, Type : <class 'str'>
- --- After Modifying variable -23331881.002968285, Type : <class 'float'>
- --- Before Modifying variable -187572854.60125294, Type : <class 'str'>
- --- After Modifying variable -187572854.60125294, Type : <class 'float'>
- --- Before Modifying variable -383758657.7090551, Type : <class 'str'>
- --- After Modifying variable -383758657.7090551, Type : <class 'float'>
- --- Before Modifying variable 173359540.07633942, Type : <class 'str'>
- --- After Modifying variable 173359540.07633942, Type : <class 'float'>
- --- Before Modifying variable 367009544.97462803, Type : <class 'str'>
- --- After Modifying variable 367009544.97462803, Type : <class 'float'>
- --- Before Modifying variable 934287520.8176594, Type : <class 'str'>
- --- After Modifying variable 934287520.8176594, Type : <class 'float'>
- --- Before Modifying variable 934475970.142702, Type : <class 'str'>
- --- After Modifying variable 934475970.142702, Type : <class 'float'>
- --- Before Modifying variable 949810111.8092912, Type : <class 'str'>
- --- After Modifying variable 949810111.8092912, Type : <class 'float'>
- --- Before Modifying variable 246568763.93451113, Type : <class 'str'>
- --- After Modifying variable 246568763.93451113, Type : <class 'float'>
- --- Before Modifying variable 1229164359.9245093, Type : <class 'str'>
- --- After Modifying variable 1229164359.9245093, Type : <class 'float'>
- --- Before Modifying variable 23331881.002968285, Type : <class 'str'>
- --- After Modifying variable 23331881.002968285, Type : <class 'float'>
- --- Before Modifying variable 187572854.60125294, Type : <class 'str'>
- --- After Modifying variable 187572854.60125294, Type : <class 'float'>
- --- Before Modifying variable 383758657.7090551, Type : <class 'str'>
- --- After Modifying variable 383758657.7090551, Type : <class 'float'>
+d_X_9 linear model parameters  =  [-4.98058709e+08 -1.17696017e+09 -9.34754927e+08 -4.34687868e+08
+ -4.93188568e+08  3.14254742e+07 -9.01956101e+08  1.19935565e+08
+ -3.65577518e+08 -9.70335268e+07]
+ --- FLOAT version of d_X_i_linear_coefficients_ [-498058709.10110176, -1176960170.5019302, -934754927.4909016, -434687867.8552237, -493188567.5017922, 31425474.160553426, -901956100.8171453, 119935564.50149533, -365577517.55415606, -97033526.75592127]
+ --- Before Modifying variable -498058709.10110176, Type : <class 'str'>
+ --- After Modifying variable -498058709.10110176, Type : <class 'float'>
+ --- Before Modifying variable -1176960170.5019302, Type : <class 'str'>
+ --- After Modifying variable -1176960170.5019302, Type : <class 'float'>
+ --- Before Modifying variable -934754927.4909016, Type : <class 'str'>
+ --- After Modifying variable -934754927.4909016, Type : <class 'float'>
+ --- Before Modifying variable -434687867.8552237, Type : <class 'str'>
+ --- After Modifying variable -434687867.8552237, Type : <class 'float'>
+ --- Before Modifying variable -493188567.5017922, Type : <class 'str'>
+ --- After Modifying variable -493188567.5017922, Type : <class 'float'>
+ --- Before Modifying variable 31425474.160553426, Type : <class 'str'>
+ --- After Modifying variable 31425474.160553426, Type : <class 'float'>
+ --- Before Modifying variable -901956100.8171453, Type : <class 'str'>
+ --- After Modifying variable -901956100.8171453, Type : <class 'float'>
+ --- Before Modifying variable 119935564.50149533, Type : <class 'str'>
+ --- After Modifying variable 119935564.50149533, Type : <class 'float'>
+ --- Before Modifying variable -365577517.55415606, Type : <class 'str'>
+ --- After Modifying variable -365577517.55415606, Type : <class 'float'>
+ --- Before Modifying variable -97033526.75592127, Type : <class 'str'>
+ --- After Modifying variable -97033526.75592127, Type : <class 'float'>
+ --- Before Modifying variable 498058709.10110176, Type : <class 'str'>
+ --- After Modifying variable 498058709.10110176, Type : <class 'float'>
+ --- Before Modifying variable 1176960170.5019302, Type : <class 'str'>
+ --- After Modifying variable 1176960170.5019302, Type : <class 'float'>
+ --- Before Modifying variable 934754927.4909016, Type : <class 'str'>
+ --- After Modifying variable 934754927.4909016, Type : <class 'float'>
+ --- Before Modifying variable 434687867.8552237, Type : <class 'str'>
+ --- After Modifying variable 434687867.8552237, Type : <class 'float'>
+ --- Before Modifying variable 493188567.5017922, Type : <class 'str'>
+ --- After Modifying variable 493188567.5017922, Type : <class 'float'>
+ --- Before Modifying variable 31425474.160553426, Type : <class 'str'>
+ --- After Modifying variable 31425474.160553426, Type : <class 'float'>
+ --- Before Modifying variable 901956100.8171453, Type : <class 'str'>
+ --- After Modifying variable 901956100.8171453, Type : <class 'float'>
+ --- Before Modifying variable 119935564.50149533, Type : <class 'str'>
+ --- After Modifying variable 119935564.50149533, Type : <class 'float'>
+ --- Before Modifying variable 365577517.55415606, Type : <class 'str'>
+ --- After Modifying variable 365577517.55415606, Type : <class 'float'>
+ --- Before Modifying variable 97033526.75592127, Type : <class 'str'>
+ --- After Modifying variable 97033526.75592127, Type : <class 'float'>
  X header, d_X_ 9 values : 
- [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-173359540.07633942, -367009544.97462803, -934287520.8176594, -934475970.142702, -949810111.8092912, -246568763.93451113, -1229164359.9245093, -23331881.002968285, -187572854.60125294, -383758657.7090551], [173359540.07633942, 367009544.97462803, 934287520.8176594, 934475970.142702, 949810111.8092912, 246568763.93451113, 1229164359.9245093, 23331881.002968285, 187572854.60125294, 383758657.7090551]]
+ [['X_0', 'X_1', 'X_2', 'X_3', 'X_4', 'X_5', 'X_6', 'X_7', 'X_8', 'X_9'], ['frequency level of Little Socket', 'Core 0 state', 'Core 1 state', 'Core 2 state', 'Core 3 state', 'frequency level of Big Socket', 'Core 4 state', 'Core 5 state', 'Core 6 state', 'Core 7 state'], [-498058709.10110176, -1176960170.5019302, -934754927.4909016, -434687867.8552237, -493188567.5017922, 31425474.160553426, -901956100.8171453, 119935564.50149533, -365577517.55415606, -97033526.75592127], [498058709.10110176, 1176960170.5019302, 934754927.4909016, 434687867.8552237, 493188567.5017922, 31425474.160553426, 901956100.8171453, 119935564.50149533, 365577517.55415606, 97033526.75592127]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)'
  'asolute d_X_9']
- --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942]
- --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803]
- --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594]
- --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702]
- --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113]
- --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]
- --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]
- --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294]
- --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176]
+ --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]
+ --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016]
+ --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237]
+ --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]
+ --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453]
+ --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533]
+ --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606]
+ --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]]
+ [['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_9 (Variation relative to Core 7 state)', 'asolute d_X_9'],
-      dtype='<U42'), ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]]
+      dtype='<U42'), ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)'
  'asolute d_X_9']
- --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942]
- --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113]
- --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803]
- --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551]
- --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594]
- --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702]
- --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912]
- --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]
+ --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]
+ --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127]
+ --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606]
+ --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237]
+ --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176]
+ --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453]
+ --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016]
+ --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]
  X header, margins and linear coef numbers after transpose, ordered by margin: 
- [['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]]
+ [['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]]
 margins and linearcoef summary_to_print ordered by margin : 
  [array(['Variable', 'meaning ',
        'd_X_9 (Variation relative to Core 7 state)', 'asolute d_X_9'],
-      dtype='<U42'), ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093], ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912], ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702], ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594], ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551], ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803], ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113], ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294], ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942], ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]]
+      dtype='<U42'), ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302], ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016], ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453], ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176], ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922], ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237], ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606], ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533], ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127], ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]]
  --- Actual line: ['Variable' 'meaning ' 'd_X_9 (Variation relative to Core 7 state)'
  'asolute d_X_9']
- --- Actual line: ['X_6', 'Core 4 state', -1229164359.9245093, 1229164359.9245093]
- --- Actual line: ['X_4', 'Core 3 state', -949810111.8092912, 949810111.8092912]
- --- Actual line: ['X_3', 'Core 2 state', -934475970.142702, 934475970.142702]
- --- Actual line: ['X_2', 'Core 1 state', -934287520.8176594, 934287520.8176594]
- --- Actual line: ['X_9', 'Core 7 state', -383758657.7090551, 383758657.7090551]
- --- Actual line: ['X_1', 'Core 0 state', -367009544.97462803, 367009544.97462803]
- --- Actual line: ['X_5', 'frequency level of Big Socket', -246568763.93451113, 246568763.93451113]
- --- Actual line: ['X_8', 'Core 6 state', -187572854.60125294, 187572854.60125294]
- --- Actual line: ['X_0', 'frequency level of Little Socket', -173359540.07633942, 173359540.07633942]
- --- Actual line: ['X_7', 'Core 5 state', -23331881.002968285, 23331881.002968285]
+ --- Actual line: ['X_1', 'Core 0 state', -1176960170.5019302, 1176960170.5019302]
+ --- Actual line: ['X_2', 'Core 1 state', -934754927.4909016, 934754927.4909016]
+ --- Actual line: ['X_6', 'Core 4 state', -901956100.8171453, 901956100.8171453]
+ --- Actual line: ['X_0', 'frequency level of Little Socket', -498058709.10110176, 498058709.10110176]
+ --- Actual line: ['X_4', 'Core 3 state', -493188567.5017922, 493188567.5017922]
+ --- Actual line: ['X_3', 'Core 2 state', -434687867.8552237, 434687867.8552237]
+ --- Actual line: ['X_8', 'Core 6 state', -365577517.55415606, 365577517.55415606]
+ --- Actual line: ['X_7', 'Core 5 state', 119935564.50149533, 119935564.50149533]
+ --- Actual line: ['X_9', 'Core 7 state', -97033526.75592127, 97033526.75592127]
+ --- Actual line: ['X_5', 'frequency level of Big Socket', 31425474.160553426, 31425474.160553426]
 Plotting d_X_9 over other variables
 --- In function plot_marginal_interactions : plotting d_X_9 with regard to X_0, X_1, X_2
---- Total execution time: 28.485087394714355 seconds = 0.4747514565785726 mins
+--- Total execution time: 19.704099893569946 seconds = 0.32840166489283246 mins
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv# b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv#
new file mode 100755
index 0000000000000000000000000000000000000000..dff45c2372797c859bdb2963d0340a4790b9990e
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/.~lock.linear_coeff_vs_kernel_ridge_margins.csv#
@@ -0,0 +1 @@
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 18:55,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_0_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_0_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png
new file mode 100755
index 0000000000000000000000000000000000000000..c9ddb523a5c1033de2c7a51bc7e6a0e6eb6df1b2
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_0_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_4_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_4_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_7_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/Core_7_state_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png
new file mode 100755
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_0_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_0_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_1_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_1_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_5_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_5_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_6_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_6_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png
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Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_6_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_9_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_9_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png
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index 0000000000000000000000000000000000000000..3e26e123bfb2a4033ed7c692298e85876d0ef77e
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/X_9_over_X_0__X_1__X_2__X_3__X_4__X_5__X_6__X_7__X_8__X_9.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_0_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_0_linear_coefficients.csv
new file mode 100755
index 0000000000000000000000000000000000000000..e40da9da56f37c16a9cb3afb78d404e49933a2d6
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_0_linear_coefficients.csv
@@ -0,0 +1,39 @@
+Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0
+X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243
+X_1,Core 0 state,-436603136.7916219,436603136.7916219
+X_2,Core 1 state,-482410491.5300842,482410491.5300842
+X_3,Core 2 state,-770131371.08033,770131371.08033
+X_4,Core 3 state,-1301639906.0933905,1301639906.0933905
+X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506
+X_6,Core 4 state,387199828.95405394,387199828.95405394
+X_7,Core 5 state,-19802094.438352123,19802094.438352123
+X_8,Core 6 state,211918146.37941247,211918146.37941247
+X_9,Core 7 state,959626.2509699315,959626.2509699315
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Little Socket 
+ Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0
+X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243
+X_6,Core 4 state,387199828.95405394,387199828.95405394
+X_8,Core 6 state,211918146.37941247,211918146.37941247
+X_9,Core 7 state,959626.2509699315,959626.2509699315
+X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506
+X_7,Core 5 state,-19802094.438352123,19802094.438352123
+X_1,Core 0 state,-436603136.7916219,436603136.7916219
+X_2,Core 1 state,-482410491.5300842,482410491.5300842
+X_3,Core 2 state,-770131371.08033,770131371.08033
+X_4,Core 3 state,-1301639906.0933905,1301639906.0933905
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with frequency level of Little Socket  
+ Variable,meaning ,d_X_0 (Variation relative to frequency level of Little Socket),asolute d_X_0
+X_4,Core 3 state,-1301639906.0933905,1301639906.0933905
+X_0,frequency level of Little Socket,820339557.6513243,820339557.6513243
+X_3,Core 2 state,-770131371.08033,770131371.08033
+X_2,Core 1 state,-482410491.5300842,482410491.5300842
+X_1,Core 0 state,-436603136.7916219,436603136.7916219
+X_6,Core 4 state,387199828.95405394,387199828.95405394
+X_8,Core 6 state,211918146.37941247,211918146.37941247
+X_7,Core 5 state,-19802094.438352123,19802094.438352123
+X_9,Core 7 state,959626.2509699315,959626.2509699315
+X_5,frequency level of Big Socket,-168726.91015878506,168726.91015878506
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv
new file mode 100755
index 0000000000000000000000000000000000000000..afb490ea20740495fe15f011ac1f871cebba86a7
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_1_linear_coefficients.csv
@@ -0,0 +1,39 @@
+Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046
+X_1,Core 0 state,332617510.9225541,332617510.9225541
+X_2,Core 1 state,47581538.93728754,47581538.93728754
+X_3,Core 2 state,-318893376.56996655,318893376.56996655
+X_4,Core 3 state,-681588945.4197552,681588945.4197552
+X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452
+X_6,Core 4 state,-765208545.5397289,765208545.5397289
+X_7,Core 5 state,-313765227.0305944,313765227.0305944
+X_8,Core 6 state,-23388589.23470423,23388589.23470423
+X_9,Core 7 state,-482346664.1520596,482346664.1520596
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with Core 0 state 
+ Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_1,Core 0 state,332617510.9225541,332617510.9225541
+X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452
+X_2,Core 1 state,47581538.93728754,47581538.93728754
+X_8,Core 6 state,-23388589.23470423,23388589.23470423
+X_7,Core 5 state,-313765227.0305944,313765227.0305944
+X_3,Core 2 state,-318893376.56996655,318893376.56996655
+X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046
+X_9,Core 7 state,-482346664.1520596,482346664.1520596
+X_4,Core 3 state,-681588945.4197552,681588945.4197552
+X_6,Core 4 state,-765208545.5397289,765208545.5397289
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with Core 0 state  
+ Variable,meaning ,d_X_1 (Variation relative to Core 0 state),asolute d_X_1
+X_6,Core 4 state,-765208545.5397289,765208545.5397289
+X_4,Core 3 state,-681588945.4197552,681588945.4197552
+X_9,Core 7 state,-482346664.1520596,482346664.1520596
+X_1,Core 0 state,332617510.9225541,332617510.9225541
+X_0,frequency level of Little Socket,-320950306.78554046,320950306.78554046
+X_3,Core 2 state,-318893376.56996655,318893376.56996655
+X_7,Core 5 state,-313765227.0305944,313765227.0305944
+X_5,frequency level of Big Socket,153703954.81168452,153703954.81168452
+X_2,Core 1 state,47581538.93728754,47581538.93728754
+X_8,Core 6 state,-23388589.23470423,23388589.23470423
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv
new file mode 100755
index 0000000000000000000000000000000000000000..dbd22dc06704f6f6d86044a5c4465c419f156529
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_5_linear_coefficients.csv
@@ -0,0 +1,39 @@
+Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042
+X_1,Core 0 state,351728847.1069102,351728847.1069102
+X_2,Core 1 state,295425709.1687234,295425709.1687234
+X_3,Core 2 state,78494895.25906077,78494895.25906077
+X_4,Core 3 state,55589453.984847695,55589453.984847695
+X_5,frequency level of Big Socket,-663071410.647823,663071410.647823
+X_6,Core 4 state,462471350.70708954,462471350.70708954
+X_7,Core 5 state,-20022935.613327645,20022935.613327645
+X_8,Core 6 state,-224539857.22782457,224539857.22782457
+X_9,Core 7 state,-183336104.08860493,183336104.08860493
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with frequency level of Big Socket 
+ Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_6,Core 4 state,462471350.70708954,462471350.70708954
+X_1,Core 0 state,351728847.1069102,351728847.1069102
+X_2,Core 1 state,295425709.1687234,295425709.1687234
+X_3,Core 2 state,78494895.25906077,78494895.25906077
+X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042
+X_4,Core 3 state,55589453.984847695,55589453.984847695
+X_7,Core 5 state,-20022935.613327645,20022935.613327645
+X_9,Core 7 state,-183336104.08860493,183336104.08860493
+X_8,Core 6 state,-224539857.22782457,224539857.22782457
+X_5,frequency level of Big Socket,-663071410.647823,663071410.647823
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with frequency level of Big Socket  
+ Variable,meaning ,d_X_5 (Variation relative to frequency level of Big Socket),asolute d_X_5
+X_5,frequency level of Big Socket,-663071410.647823,663071410.647823
+X_6,Core 4 state,462471350.70708954,462471350.70708954
+X_1,Core 0 state,351728847.1069102,351728847.1069102
+X_2,Core 1 state,295425709.1687234,295425709.1687234
+X_8,Core 6 state,-224539857.22782457,224539857.22782457
+X_9,Core 7 state,-183336104.08860493,183336104.08860493
+X_3,Core 2 state,78494895.25906077,78494895.25906077
+X_0,frequency level of Little Socket,76765384.64639042,76765384.64639042
+X_4,Core 3 state,55589453.984847695,55589453.984847695
+X_7,Core 5 state,-20022935.613327645,20022935.613327645
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv
new file mode 100755
index 0000000000000000000000000000000000000000..5a3bf6391799abae40debd892a53db5c6b14244b
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_6_linear_coefficients.csv
@@ -0,0 +1,39 @@
+Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6
+X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191
+X_1,Core 0 state,-1315620016.0411792,1315620016.0411792
+X_2,Core 1 state,-1584011760.4849024,1584011760.4849024
+X_3,Core 2 state,-720576460.3278052,720576460.3278052
+X_4,Core 3 state,-750569078.4366342,750569078.4366342
+X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528
+X_6,Core 4 state,-1107711354.3118272,1107711354.3118272
+X_7,Core 5 state,-210680506.2365206,210680506.2365206
+X_8,Core 6 state,150607672.25849852,150607672.25849852
+X_9,Core 7 state,-388350721.2468535,388350721.2468535
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with Core 4 state 
+ Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6
+X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528
+X_8,Core 6 state,150607672.25849852,150607672.25849852
+X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191
+X_7,Core 5 state,-210680506.2365206,210680506.2365206
+X_9,Core 7 state,-388350721.2468535,388350721.2468535
+X_3,Core 2 state,-720576460.3278052,720576460.3278052
+X_4,Core 3 state,-750569078.4366342,750569078.4366342
+X_6,Core 4 state,-1107711354.3118272,1107711354.3118272
+X_1,Core 0 state,-1315620016.0411792,1315620016.0411792
+X_2,Core 1 state,-1584011760.4849024,1584011760.4849024
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with Core 4 state  
+ Variable,meaning ,d_X_6 (Variation relative to Core 4 state),asolute d_X_6
+X_2,Core 1 state,-1584011760.4849024,1584011760.4849024
+X_1,Core 0 state,-1315620016.0411792,1315620016.0411792
+X_6,Core 4 state,-1107711354.3118272,1107711354.3118272
+X_4,Core 3 state,-750569078.4366342,750569078.4366342
+X_3,Core 2 state,-720576460.3278052,720576460.3278052
+X_9,Core 7 state,-388350721.2468535,388350721.2468535
+X_7,Core 5 state,-210680506.2365206,210680506.2365206
+X_5,frequency level of Big Socket,169146155.2086528,169146155.2086528
+X_8,Core 6 state,150607672.25849852,150607672.25849852
+X_0,frequency level of Little Socket,-9262636.654511191,9262636.654511191
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv
new file mode 100755
index 0000000000000000000000000000000000000000..ac5989ab492443d148ac7f61ebf5e0fe0175040d
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/d_X_9_linear_coefficients.csv
@@ -0,0 +1,39 @@
+Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9
+X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176
+X_1,Core 0 state,-1176960170.5019302,1176960170.5019302
+X_2,Core 1 state,-934754927.4909016,934754927.4909016
+X_3,Core 2 state,-434687867.8552237,434687867.8552237
+X_4,Core 3 state,-493188567.5017922,493188567.5017922
+X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426
+X_6,Core 4 state,-901956100.8171453,901956100.8171453
+X_7,Core 5 state,119935564.50149533,119935564.50149533
+X_8,Core 6 state,-365577517.55415606,365577517.55415606
+X_9,Core 7 state,-97033526.75592127,97033526.75592127
+
+
+ Ordered by value of coefficient, the first has the best positive interaction, with Core 7 state 
+ Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9
+X_7,Core 5 state,119935564.50149533,119935564.50149533
+X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426
+X_9,Core 7 state,-97033526.75592127,97033526.75592127
+X_8,Core 6 state,-365577517.55415606,365577517.55415606
+X_3,Core 2 state,-434687867.8552237,434687867.8552237
+X_4,Core 3 state,-493188567.5017922,493188567.5017922
+X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176
+X_6,Core 4 state,-901956100.8171453,901956100.8171453
+X_2,Core 1 state,-934754927.4909016,934754927.4909016
+X_1,Core 0 state,-1176960170.5019302,1176960170.5019302
+
+
+ Ordered by absolute value of coefficients,  the first has the best absolute interaction, with Core 7 state  
+ Variable,meaning ,d_X_9 (Variation relative to Core 7 state),asolute d_X_9
+X_1,Core 0 state,-1176960170.5019302,1176960170.5019302
+X_2,Core 1 state,-934754927.4909016,934754927.4909016
+X_6,Core 4 state,-901956100.8171453,901956100.8171453
+X_0,frequency level of Little Socket,-498058709.10110176,498058709.10110176
+X_4,Core 3 state,-493188567.5017922,493188567.5017922
+X_3,Core 2 state,-434687867.8552237,434687867.8552237
+X_8,Core 6 state,-365577517.55415606,365577517.55415606
+X_7,Core 5 state,119935564.50149533,119935564.50149533
+X_9,Core 7 state,-97033526.75592127,97033526.75592127
+X_5,frequency level of Big Socket,31425474.160553426,31425474.160553426
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/el_of_Big_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/el_of_Big_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png
new file mode 100755
index 0000000000000000000000000000000000000000..5a17138c5c84666891cd351f2bc1a5ae9e7b489e
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/el_of_Big_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv
new file mode 100755
index 0000000000000000000000000000000000000000..fd7d2d1982298072c5e5607bdb2d9d7ef44f6148
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/linear_coeff_vs_kernel_ridge_margins.csv
@@ -0,0 +1,53 @@
+X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
+X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347
+X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387
+X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261
+X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874
+X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156
+X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461
+X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832
+X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247
+X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346
+X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558
+
+
+ Ordered by kernel ridge coefficients, highest is better 
+ X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
+X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461
+X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347
+X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387
+X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261
+X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874
+X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346
+X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558
+X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247
+X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832
+X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156
+
+
+ Ordered by linear regression coefficients, highest is better 
+X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
+X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832
+X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156
+X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558
+X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247
+X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346
+X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261
+X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874
+X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387
+X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347
+X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461
+
+
+ Ordered by absolute difference, between kernel ridge, and linear coefficients, the first has the maximum non linearity variation  
+X_variable,meaning ,kernel ridge margins,linear regression coefficients,difference
+X_4,Core 3 state,-3578325885.0620103,2416448287.019146,5994774172.081156
+X_6,Core 4 state,-3260607619.6506376,2568588945.394195,5829196565.044832
+X_9,Core 7 state,-2944634415.4973207,2270468542.285238,5215102957.782558
+X_7,Core 5 state,-3037945754.9799795,2084146858.1082678,5122092613.088247
+X_8,Core 6 state,-2510123228.7586713,1863545249.804789,4373668478.56346
+X_2,Core 1 state,-1536345475.9378936,1203532991.5503676,2739878467.488261
+X_3,Core 2 state,-1584467613.0221124,1043712635.855875,2628180248.8779874
+X_1,Core 0 state,-1264188906.7534356,1004682558.4998031,2268871465.2532387
+X_0,frequency level of Little Socket,-412556801.55709714,389632888.4982499,802189690.055347
+X_5,frequency level of Big Socket,149970046.12991115,177102052.09242576,27132005.96251461
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/of_Little_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/of_Little_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png
new file mode 100755
index 0000000000000000000000000000000000000000..8fbf6fc4769c7635207d51b5aabdf9674eb0bd24
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/of_Little_Socket_over_of_Little_Socket__Core_0_state__Core_1_state__Core_2_state__Core_3_state__el_of_Big_Socket__Core_4_state__Core_5_state__Core_6_state__Core_7_state.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_big_socket_frequency_level.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_big_socket_frequency_level.png
new file mode 100755
index 0000000000000000000000000000000000000000..164027c27ec048d7d5fa69e22b044416ef3c6ad0
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_big_socket_frequency_level.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_core_0_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_core_0_state.png
new file mode 100755
index 0000000000000000000000000000000000000000..826ca3c3c19a569f7b863fc53f5b9dbc62f3ef30
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_core_0_state.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_core_7_state.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_core_7_state.png
new file mode 100755
index 0000000000000000000000000000000000000000..2bbb61c1ea88c763504e51b0c471ad2c1fab4607
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diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_little_socket_frequency_level.png b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_little_socket_frequency_level.png
new file mode 100755
index 0000000000000000000000000000000000000000..c7d0cbcf055eb1ebad8a3cbe2edfc423f4f03c21
Binary files /dev/null and b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.91_base_Y/point_wise_marginal_distribution_of_little_socket_frequency_level.png differ
diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/.~lock.d_X_5_linear_coefficients.csv# b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/.~lock.d_X_5_linear_coefficients.csv#
new file mode 100755
index 0000000000000000000000000000000000000000..611549eabb3904bb18e8ec43a316dbd638db4e5f
--- /dev/null
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_samsung_0.92_base_Y/.~lock.d_X_5_linear_coefficients.csv#
@@ -0,0 +1 @@
+,DESKTOP-D49H2V3/lavoi,DESKTOP-D49H2V3,12.09.2022 17:00,file:///C:/Users/lavoi/AppData/Roaming/LibreOffice/4;
\ No newline at end of file
diff --git a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv
index 1b43256135d5391c6fbbf926d9b2c5de3a0b31f0..0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8 100755
--- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv
+++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_aberrant_points.csv
@@ -4,6 +4,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,1.0,0.0,11285968381.230984
 2.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,994906080.8659663
 1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,3998672440.749671
+0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,6501654671.113798
 0.0,0.0,0.0,1.0,0.0,2.0,1.0,1.0,0.0,0.0,6532788063.289651
 0.0,0.0,0.0,1.0,1.0,0.0,0.0,1.0,1.0,1.0,8964027358.211496
 2.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,8321129010.784183
@@ -59,6 +60,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 0.0,0.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,5724131219.984087
 0.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,9166575000.916658
 1.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,0.0,6540008502.011052
+1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,7245431755.278297
 0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3321398441.599851
 0.0,0.0,1.0,0.0,1.0,1.0,0.0,1.0,0.0,0.0,5549420363.04308
 2.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9229945635.620207
@@ -99,7 +101,6 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 1.0,1.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,0.0,9479212087.891254
 1.0,0.0,0.0,0.0,1.0,2.0,1.0,0.0,0.0,0.0,5449442794.474265
 1.0,1.0,0.0,1.0,0.0,2.0,1.0,0.0,1.0,0.0,7529950377.627011
-2.0,0.0,1.0,1.0,1.0,2.0,0.0,0.0,1.0,0.0,8477809334.068076
 1.0,1.0,0.0,1.0,1.0,1.0,1.0,1.0,0.0,0.0,10578920865.440357
 1.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,6670179627.937381
 0.0,1.0,1.0,1.0,0.0,2.0,1.0,1.0,1.0,0.0,9413093613.215984
@@ -123,6 +124,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,3751444306.0578322
 1.0,1.0,0.0,1.0,1.0,2.0,0.0,1.0,1.0,0.0,10619025470.794495
 1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,11384996168.94879
+1.0,1.0,1.0,1.0,0.0,2.0,0.0,1.0,0.0,0.0,6002689204.763734
 2.0,1.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,1.0,8262619084.997563
 0.0,0.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,9243340173.405062
 0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,1.0,0.0,5236287472.182222
@@ -136,3 +138,33 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 2.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,0.0,0.0,7192278369.94203
 0.0,0.0,1.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,4197888462.103562
 1.0,1.0,1.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,5023055826.242454
+1.0,0.0,1.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,9969791531.659073
+1.0,1.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,5065035050.042546
+2.0,0.0,1.0,1.0,0.0,2.0,0.0,1.0,0.0,0.0,5127442585.46165
+2.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1047552602.8539523
+2.0,1.0,0.0,1.0,0.0,0.0,0.0,1.0,1.0,0.0,7504014647.836593
+2.0,1.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,10225586667.47108
+2.0,1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,8528930131.004368
+0.0,1.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,4407169583.478402
+2.0,0.0,0.0,1.0,0.0,1.0,1.0,1.0,0.0,0.0,6743861400.160503
+1.0,0.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,7543867590.03606
+2.0,1.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,9681573061.991112
+0.0,1.0,0.0,0.0,0.0,1.0,1.0,1.0,0.0,0.0,6563747111.951271
+0.0,1.0,1.0,0.0,0.0,2.0,1.0,0.0,0.0,0.0,5338401255.591975
+1.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,1.0,10017249703.99027
+2.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,1.0,9152396555.037937
+1.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0,1.0,9116518219.361662
+0.0,1.0,0.0,1.0,1.0,2.0,0.0,1.0,1.0,0.0,8886756067.432705
+0.0,1.0,0.0,1.0,1.0,2.0,1.0,0.0,1.0,0.0,8938627384.378855
+2.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,2117186259.461176
+0.0,0.0,1.0,1.0,1.0,0.0,0.0,0.0,0.0,1.0,6254338947.644929
+0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,2780233650.836016
+0.0,1.0,1.0,1.0,1.0,2.0,1.0,1.0,0.0,0.0,9442424814.692413
+1.0,0.0,0.0,0.0,1.0,2.0,1.0,1.0,1.0,0.0,9147875405.936972
+0.0,1.0,0.0,1.0,1.0,0.0,0.0,1.0,0.0,0.0,6759862639.591164
+0.0,1.0,0.0,1.0,1.0,2.0,1.0,1.0,1.0,0.0,10558457958.332102
+2.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,3629843118.1804323
+0.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,1.0,1.0,8737821661.059898
+1.0,0.0,0.0,1.0,1.0,0.0,1.0,1.0,1.0,1.0,11525411226.672567
+1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.0,0.0,5281811027.365063
+2.0,0.0,1.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,8479966080.135679
diff --git a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
index aec4750039ea55d3c0844dfc5ad62a0ec4dceed9..06aa59e80b7d270004762fe46a8389fb00b5f2a8 100755
--- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
+++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_after_removing_duplicate.csv
@@ -4,6 +4,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
 1.0,1.0,1.0,1.0,1.0,1.0,0.0,1.0,1.0,0.0,11285968381.230984
 2.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,994906080.8659663
 1.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,3998672440.749671
+0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,6501654671.113798
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@@ -73,7 +75,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -115,6 +116,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -126,3 +128,27 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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diff --git a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv
index 3a987d6eb03da49a0ea79f57ff194e0247aba584..1d27e3f9f72c551ab61435301a806c6206e05364 100755
--- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv
+++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_aberrant_points.csv
@@ -165,3 +165,39 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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diff --git a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv
index 1b43256135d5391c6fbbf926d9b2c5de3a0b31f0..0452b9a83a17d5b2c38c92ce55fb7d1295c86fc8 100755
--- a/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv
+++ b/kernel_ridge_linear_model/model_output_data/From_summaries_X_y_before_removing_duplicate.csv
@@ -4,6 +4,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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 2.0,1.0,1.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,8321129010.784183
@@ -59,6 +60,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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@@ -123,6 +124,7 @@ X_0,X_1,X_2,X_3,X_4,X_5,X_6,X_7,X_8,X_9,y
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