diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/never_deduce_best_configuration_from_marginal_effects_interactions.graphml b/kernel_ridge_linear_model/images_resuming_lesson_learned/never_deduce_best_configuration_from_marginal_effects_interactions.graphml
new file mode 100755
index 0000000000000000000000000000000000000000..0dd4695236e15f7008914f1271a2dd4ccd90bda3
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+BUT THE BEST CONFIGURATION 
+ REGARDING TO Z axis IS 
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