diff --git a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/cases_where_big_cores_variation_has_negative_impact_on_efficacity.csv b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/cases_where_big_cores_variation_has_negative_impact_on_efficacity.csv
index f8cc0f2ef6af047bb83bf09967193b957434eb11..2dbdf5c15d3c173c0641ac517be92ae307e9ef83 100755
--- a/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/cases_where_big_cores_variation_has_negative_impact_on_efficacity.csv
+++ b/kernel_ridge_linear_model/marginal_effect_exploration_automatic_experiments_0.89_base_Y/cases_where_big_cores_variation_has_negative_impact_on_efficacity.csv
@@ -1,141 +1,143 @@
-Little core frequency level, Core 0 state,1,2,3,4,5, Core 6 level, core 7 level, 
-2,1,0,0,0,0,0,3,1,
-0,0,1,1,1,1,1,3,3,
-1,1,1,1,0,0,1,0,0,
-2,0,0,1,1,1,0,3,2,
-0,0,1,1,0,1,1,3,2,
-0,0,1,0,0,1,0,1,0,
-2,1,1,1,1,0,0,3,2,
-0,1,1,0,0,0,1,2,3,
-1,0,1,1,1,0,1,2,3,
-0,0,1,1,0,1,0,3,2,
-1,1,1,0,1,1,1,2,3,
-2,0,1,0,0,0,1,0,0,
-2,0,1,0,1,1,0,3,3,
-2,1,0,0,0,1,1,3,2,
-1,1,0,0,1,1,1,3,2,
-2,1,1,1,0,1,1,0,0,
-0,1,0,1,1,1,0,1,0,
-0,0,0,1,1,1,1,1,0,
-2,1,0,0,1,0,1,0,0,
-1,1,0,1,0,0,0,3,3,
-2,0,1,1,0,0,0,1,0,
-0,0,1,1,0,1,1,1,0,
-2,0,0,1,0,0,0,3,3,
-2,0,0,1,1,0,0,2,0,
-2,0,1,1,1,1,0,3,2,
-1,1,1,1,1,1,1,0,0,
-2,1,0,1,0,0,0,3,1,
-1,1,0,1,0,1,1,3,3,
-2,0,0,0,1,1,1,2,3,
-2,1,0,1,1,1,0,0,0,
-1,1,1,1,0,1,1,3,3,
-0,0,0,1,0,1,1,1,0,
-2,1,1,0,0,1,0,3,2,
-1,1,0,1,0,1,0,3,3,
-2,0,1,1,1,1,1,3,3,
-0,0,0,1,0,1,0,1,0,
-2,1,1,1,0,1,0,3,2,
-0,1,1,1,1,0,1,0,0,
-2,1,1,0,1,1,0,3,3,
-0,1,0,0,0,1,0,1,0,
-1,1,1,0,0,1,1,3,2,
-2,1,0,0,1,0,0,1,0,
-0,1,0,0,0,1,1,0,0,
-1,0,1,0,0,0,1,2,3,
-0,1,1,0,1,1,1,0,0,
-1,0,1,1,1,1,1,0,0,
-2,1,1,1,1,1,1,1,3,
-1,1,1,0,1,1,0,0,0,
-2,1,0,1,1,1,1,0,0,
-0,1,0,0,0,0,0,1,0,
-2,0,1,1,0,1,1,1,3,
-1,0,0,1,1,1,0,1,0,
-1,0,1,0,0,0,0,3,2,
-0,0,0,0,0,1,0,3,1,
-2,1,1,1,1,1,1,0,0,
-2,1,1,1,0,0,0,0,0,
-0,1,1,1,0,1,1,3,3,
-0,0,0,1,1,1,1,3,3,
-1,0,0,0,0,1,1,3,2,
-1,1,1,0,0,0,0,0,0,
-1,0,1,1,0,1,1,3,3,
-2,1,1,1,1,1,0,2,3,
-0,1,1,1,0,1,0,3,3,
-2,0,0,1,0,0,1,3,3,
-0,1,1,1,0,1,1,2,3,
-2,1,1,1,0,0,1,2,3,
-1,1,1,1,1,1,1,3,2,
-1,1,0,0,1,1,1,2,3,
-0,1,0,1,1,0,1,3,2,
-0,0,1,1,0,0,0,2,0,
-2,0,1,1,0,1,1,3,2,
-0,0,1,0,0,0,0,3,2,
-0,0,0,0,1,1,1,0,0,
-1,1,1,1,1,1,0,0,0,
-2,0,1,1,1,1,0,0,0,
-1,1,0,1,1,1,1,3,3,
-0,1,1,1,0,0,0,1,0,
-0,1,0,0,1,0,1,1,0,
-2,0,0,0,1,0,0,0,0,
-1,1,0,1,0,0,0,0,0,
-1,0,0,0,0,1,0,0,0,
-1,1,1,0,0,0,0,3,3,
-2,1,1,1,0,1,0,2,3,
-2,1,1,1,1,0,0,0,0,
-1,1,0,1,1,0,0,3,2,
-2,1,1,0,0,1,1,1,3,
-0,1,1,1,1,1,1,1,0,
-2,1,1,0,1,0,1,0,0,
-2,0,1,1,0,1,0,3,3,
-2,1,1,0,0,0,0,3,3,
-2,1,1,0,1,1,0,2,3,
-0,1,0,1,1,1,1,1,0,
-2,1,1,1,0,1,1,2,3,
-2,1,1,1,1,1,1,3,2,
-1,1,1,1,0,1,1,0,0,
-2,1,0,0,0,0,1,3,3,
-2,0,1,0,0,0,0,3,3,
-0,1,0,0,0,0,0,0,0,
-0,1,1,1,0,0,0,0,0,
-2,0,0,1,1,1,1,3,3,
-1,0,1,1,1,0,1,0,0,
-0,1,0,1,0,1,1,1,0,
-2,0,1,1,1,1,0,2,3,
-2,1,1,1,1,1,0,3,1,
-1,1,0,0,0,1,0,1,0,
-2,0,0,1,1,1,1,2,3,
-0,1,1,1,1,1,0,1,0,
-2,0,1,0,1,0,1,0,0,
-1,1,1,0,0,1,1,3,3,
-0,0,1,1,1,1,1,1,0,
-2,1,1,0,1,1,1,0,0,
-1,1,0,1,1,0,1,2,3,
-0,1,0,0,0,1,1,3,2,
-1,1,1,0,1,1,0,3,2,
-1,1,1,1,0,1,1,2,3,
-0,0,1,0,0,0,0,1,0,
-2,1,1,1,1,0,1,0,0,
-2,0,1,0,0,1,0,1,0,
-2,0,1,1,0,0,0,2,0,
-0,1,1,0,1,0,1,1,0,
-2,1,1,0,0,0,0,0,0,
-1,1,1,1,1,1,0,2,3,
-2,1,1,0,0,1,1,3,3,
-2,1,0,0,0,0,0,1,0,
-2,0,1,1,1,1,1,1,3,
-1,0,1,0,0,1,1,1,0,
-0,1,0,0,0,1,0,0,1,
-2,1,0,0,1,1,1,3,2,
-1,0,1,1,1,1,1,2,3,
-0,1,0,1,1,1,1,3,3,
-0,0,1,0,1,1,1,0,0,
-,,,,,,,,,
-39 where little cores are with level 1,,,,,,,,,
-36 where little cores are with level 2,,,,,,,,,
-56 where little cores are with level 3,,,,,,,,,
-,,,,,,,,,
-46 cases where the big core is on level 3,,,,,,,,,
-21 cases where the big core is on level 2,,,,,,,,,
-5 cases where the big core is on level 1,,,,,,,,,
-59 cases where big cores are on level 0,,,,,,,,,
+Little core frequency level, Core 0 state,1,2,3,4,5, Core 6 level, core 7 level, 
+2,1,0,0,0,0,0,3,1,
+0,0,1,1,1,1,1,3,3,
+1,1,1,1,0,0,1,0,0,
+2,0,0,1,1,1,0,3,2,
+0,0,1,1,0,1,1,3,2,
+0,0,1,0,0,1,0,1,0,
+2,1,1,1,1,0,0,3,2,
+0,1,1,0,0,0,1,2,3,
+1,0,1,1,1,0,1,2,3,
+0,0,1,1,0,1,0,3,2,
+1,1,1,0,1,1,1,2,3,
+2,0,1,0,0,0,1,0,0,
+2,0,1,0,1,1,0,3,3,
+2,1,0,0,0,1,1,3,2,
+1,1,0,0,1,1,1,3,2,
+2,1,1,1,0,1,1,0,0,
+0,1,0,1,1,1,0,1,0,
+0,0,0,1,1,1,1,1,0,
+2,1,0,0,1,0,1,0,0,
+1,1,0,1,0,0,0,3,3,
+2,0,1,1,0,0,0,1,0,
+0,0,1,1,0,1,1,1,0,
+2,0,0,1,0,0,0,3,3,
+2,0,0,1,1,0,0,2,0,
+2,0,1,1,1,1,0,3,2,
+1,1,1,1,1,1,1,0,0,
+2,1,0,1,0,0,0,3,1,
+1,1,0,1,0,1,1,3,3,
+2,0,0,0,1,1,1,2,3,
+2,1,0,1,1,1,0,0,0,
+1,1,1,1,0,1,1,3,3,
+0,0,0,1,0,1,1,1,0,
+2,1,1,0,0,1,0,3,2,
+1,1,0,1,0,1,0,3,3,
+2,0,1,1,1,1,1,3,3,
+0,0,0,1,0,1,0,1,0,
+2,1,1,1,0,1,0,3,2,
+0,1,1,1,1,0,1,0,0,
+2,1,1,0,1,1,0,3,3,
+0,1,0,0,0,1,0,1,0,
+1,1,1,0,0,1,1,3,2,
+2,1,0,0,1,0,0,1,0,
+0,1,0,0,0,1,1,0,0,
+1,0,1,0,0,0,1,2,3,
+0,1,1,0,1,1,1,0,0,
+1,0,1,1,1,1,1,0,0,
+2,1,1,1,1,1,1,1,3,
+1,1,1,0,1,1,0,0,0,
+2,1,0,1,1,1,1,0,0,
+0,1,0,0,0,0,0,1,0,
+2,0,1,1,0,1,1,1,3,
+1,0,0,1,1,1,0,1,0,
+1,0,1,0,0,0,0,3,2,
+0,0,0,0,0,1,0,3,1,
+2,1,1,1,1,1,1,0,0,
+2,1,1,1,0,0,0,0,0,
+0,1,1,1,0,1,1,3,3,
+0,0,0,1,1,1,1,3,3,
+1,0,0,0,0,1,1,3,2,
+1,1,1,0,0,0,0,0,0,
+1,0,1,1,0,1,1,3,3,
+2,1,1,1,1,1,0,2,3,
+0,1,1,1,0,1,0,3,3,
+2,0,0,1,0,0,1,3,3,
+0,1,1,1,0,1,1,2,3,
+2,1,1,1,0,0,1,2,3,
+1,1,1,1,1,1,1,3,2,
+1,1,0,0,1,1,1,2,3,
+0,1,0,1,1,0,1,3,2,
+0,0,1,1,0,0,0,2,0,
+2,0,1,1,0,1,1,3,2,
+0,0,1,0,0,0,0,3,2,
+0,0,0,0,1,1,1,0,0,
+1,1,1,1,1,1,0,0,0,
+2,0,1,1,1,1,0,0,0,
+1,1,0,1,1,1,1,3,3,
+0,1,1,1,0,0,0,1,0,
+0,1,0,0,1,0,1,1,0,
+2,0,0,0,1,0,0,0,0,
+1,1,0,1,0,0,0,0,0,
+1,0,0,0,0,1,0,0,0,
+1,1,1,0,0,0,0,3,3,
+2,1,1,1,0,1,0,2,3,
+2,1,1,1,1,0,0,0,0,
+1,1,0,1,1,0,0,3,2,
+2,1,1,0,0,1,1,1,3,
+0,1,1,1,1,1,1,1,0,
+2,1,1,0,1,0,1,0,0,
+2,0,1,1,0,1,0,3,3,
+2,1,1,0,0,0,0,3,3,
+2,1,1,0,1,1,0,2,3,
+0,1,0,1,1,1,1,1,0,
+2,1,1,1,0,1,1,2,3,
+2,1,1,1,1,1,1,3,2,
+1,1,1,1,0,1,1,0,0,
+2,1,0,0,0,0,1,3,3,
+2,0,1,0,0,0,0,3,3,
+0,1,0,0,0,0,0,0,0,
+0,1,1,1,0,0,0,0,0,
+2,0,0,1,1,1,1,3,3,
+1,0,1,1,1,0,1,0,0,
+0,1,0,1,0,1,1,1,0,
+2,0,1,1,1,1,0,2,3,
+2,1,1,1,1,1,0,3,1,
+1,1,0,0,0,1,0,1,0,
+2,0,0,1,1,1,1,2,3,
+0,1,1,1,1,1,0,1,0,
+2,0,1,0,1,0,1,0,0,
+1,1,1,0,0,1,1,3,3,
+0,0,1,1,1,1,1,1,0,
+2,1,1,0,1,1,1,0,0,
+1,1,0,1,1,0,1,2,3,
+0,1,0,0,0,1,1,3,2,
+1,1,1,0,1,1,0,3,2,
+1,1,1,1,0,1,1,2,3,
+0,0,1,0,0,0,0,1,0,
+2,1,1,1,1,0,1,0,0,
+2,0,1,0,0,1,0,1,0,
+2,0,1,1,0,0,0,2,0,
+0,1,1,0,1,0,1,1,0,
+2,1,1,0,0,0,0,0,0,
+1,1,1,1,1,1,0,2,3,
+2,1,1,0,0,1,1,3,3,
+2,1,0,0,0,0,0,1,0,
+2,0,1,1,1,1,1,1,3,
+1,0,1,0,0,1,1,1,0,
+0,1,0,0,0,1,0,0,1,
+2,1,0,0,1,1,1,3,2,
+1,0,1,1,1,1,1,2,3,
+0,1,0,1,1,1,1,3,3,
+0,0,1,0,1,1,1,0,0,
+,,,,,,,,,
+39 where little cores are with level 1,,,,,,,,,
+36 where little cores are with level 2,,,,,,,,,
+56 where little cores are with level 3,,,,,,,,,
+,,,,,,,,,
+46 cases where the big core is on level 3,,,,,,,,,
+21 cases where the big core is on level 2,,,,,,,,,
+5 cases where the big core is on level 1,,,,,,,500/4,,
+59 cases where big cores are on level 0,,,,,,,,,
+,,,,,,,,,
+"On all configuration (280-399) , 131 has this strange behavior. On those 131, only in 5 cases, the big cores had the level 1.",,,,,,,,,