diff --git a/kernel_ridge_linear_model/best_R2_exploration_summary.csv b/kernel_ridge_linear_model/best_R2_exploration_summary.csv
index 6f8d65a4c62688d86522ad57642bc9fa119ec084..087726056afaca12edbbef3ace208190d194fcbd 100755
--- a/kernel_ridge_linear_model/best_R2_exploration_summary.csv
+++ b/kernel_ridge_linear_model/best_R2_exploration_summary.csv
@@ -330,3 +330,4 @@ 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,0.9094117769532287,10,10,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,0.9094117769532287,10,10,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,0.9094117769532287,10,10,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,0.9094117769532287,10,10,base_Y,
diff --git a/kernel_ridge_linear_model/kernel_ridge.py b/kernel_ridge_linear_model/kernel_ridge.py
index 2a67aee1e9e53c60fc0ca996cf238ea4664cb01e..bfb8ba3d448eaa386f74e9c8953c8a3ab90973c1 100755
--- a/kernel_ridge_linear_model/kernel_ridge.py
+++ b/kernel_ridge_linear_model/kernel_ridge.py
@@ -108,7 +108,7 @@ elif search_ridge_coeff == False and X_format_in_model == "base_Y" and phone_nam
     alpha = 0.049940597311979425
     energy_gap = 10
     number_of_neighbour = 10
-    #acceptable_marginal_mean_value = -2.6e+9
+    acceptable_marginal_mean_value = -2.6e+9
 
 elif search_ridge_coeff == False and X_format_in_model == "base_Y_F" and phone_name == "google_pixel_4a_5g":
     print(" --- Tests on google pixel including the ones with the frequency and the governor not modified")
diff --git a/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt b/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt
index 9ec6ad4d52c8005e20ed51d4cc47131a90becfc4..61ddd5e6a9d5a589b8a6d8be8e3f120aa3f6d212 100755
--- a/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt
+++ b/kernel_ridge_linear_model/log_file_reviewing_marginal_plots.txt
@@ -63539,6 +63539,16 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_2', 'Core 1 state', -11091049.16213351, 11091049.16213351]
 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, ... X_9
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
 d_X_0 linear model parameters  =  [ 1.18495442e+09 -7.25209507e+08 -4.68343191e+08 -4.71587969e+08
  -1.57422780e+09  7.32482300e+07 -2.78837827e+08 -1.83508238e+08
   4.87010595e+08  3.30928023e+07]
@@ -63638,6 +63648,16 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_9', 'Core 7 state', 33092802.302408934, 33092802.302408934]
 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, ... X_9
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
 d_X_1 linear model parameters  =  [-5.39885358e+08  2.38013219e+08  2.71088327e+08  1.39391732e+08
  -9.66247160e+08 -1.75271828e+08 -3.05400624e+08 -1.56853956e+08
  -9.93820665e+07 -5.17641905e+08]
@@ -63734,6 +63754,16 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_8', 'Core 6 state', -99382066.4546163, 99382066.4546163]
 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, ... X_9
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
 d_X_6 linear model parameters  =  [-7.05492589e+08 -1.06368680e+09 -1.50142425e+09 -4.14344293e+08
  -6.28737500e+07  1.89322193e+08 -4.08811328e+08 -1.78920849e+07
   2.99543108e+08 -8.01147721e+08]
@@ -63830,6 +63860,16 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_7', 'Core 5 state', -17892084.925104655, 17892084.925104655]
 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, ... X_9
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
 d_X_4 linear model parameters  =  [-1.61115010e+09 -1.33443271e+09 -1.12258039e+09 -6.12495947e+08
   2.58507511e+08 -2.33750376e+08 -1.18981590e+08 -1.24690937e+07
   4.32579992e+08 -6.09655843e+07]
@@ -63926,6 +63966,16 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_7', 'Core 5 state', -12469093.740679987, 12469093.740679987]
 Plotting d_X_4 over other variables
 --- In function plot_marginal_interactions : plotting d_X_4 with regard to X_0, X_1, X_2, ... X_9
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
 d_X_9 linear model parameters  =  [-3.68418562e+08 -1.43701283e+09 -1.06173019e+09 -2.95174261e+08
  -4.37062447e+08 -3.08758328e+08 -9.11837091e+08 -1.28237280e+08
   1.28117342e+08 -2.77400938e+08]
@@ -64022,4 +64072,14 @@ margins and linearcoef summary_to_print ordered by margin :
  --- Actual line: ['X_8', 'Core 6 state', 128117342.46786122, 128117342.46786122]
 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, ... X_9
---- Total execution time: 24.916709899902344 seconds = 0.4152784983317057 mins
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+---- Acceptable marginal mean value =  -2600000000.0
+--- Total execution time: 22.68933081626892 seconds = 0.378155513604482 mins
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