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/do_not_deduce_best_configuration_from_marginal_effects_interactions.graphml
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rename from kernel_ridge_linear_model/images_resuming_lesson_learned/never_deduce_best_configuration_from_marginal_effects_interactions.graphml
rename to kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_deduce_best_configuration_from_marginal_effects_interactions.graphml
diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/never_deduce_best_configuration_from_marginal_effects_interactions.png b/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_deduce_best_configuration_from_marginal_effects_interactions.png
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rename from kernel_ridge_linear_model/images_resuming_lesson_learned/never_deduce_best_configuration_from_marginal_effects_interactions.png
rename to kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_deduce_best_configuration_from_marginal_effects_interactions.png