diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_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
index 0406a2d67dc11798388dfbc62072422c3becb496..716076cf04a0944bc9192276621c0830c7e16435 100755
--- a/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_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
@@ -423,7 +423,8 @@ mid freq<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:M
           <y:Geometry height="49.0" width="30.0" x="708.0000000000023" y="331.5"/>
           <y:Fill hasColor="false" transparent="false"/>
           <y:BorderStyle hasColor="false" raised="false" type="line" width="1.0"/>
-          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="48.103515625" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="216.09765625" x="-93.048828125" xml:space="preserve" y="12.986151211503625">Do we increase little socket frequency? 
+          <y:NodeLabel alignment="center" autoSizePolicy="content" fontFamily="Dialog" fontSize="12" fontStyle="plain" hasBackgroundColor="false" hasLineColor="false" height="62.8046875" horizontalTextPosition="center" iconTextGap="4" modelName="custom" textColor="#000000" verticalTextPosition="bottom" visible="true" width="216.09765625" x="-93.048828125" xml:space="preserve" y="1.9797668747050352">    Little socket frequency is mid.
+Do we increase little socket frequency? 
     Yes: when big socket freq is max
     No: when big socket frequency is mid<y:LabelModel><y:SmartNodeLabelModel distance="4.0"/></y:LabelModel><y:ModelParameter><y:SmartNodeLabelModelParameter labelRatioX="0.0" labelRatioY="0.24867394452515912" nodeRatioX="0.0" nodeRatioY="0.5" offsetX="0.0" offsetY="0.0" upX="0.0" upY="-1.0"/></y:ModelParameter></y:NodeLabel>
           <y:Shape type="rectangle"/>
diff --git a/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_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
index 8834cb39ed30b434694bd3460cfc585a2ea86c4c..78f8c7afdb26b9a470bfae20a3bf28a17b1a4088 100755
Binary files a/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_deduce_best_configuration_from_marginal_effects_interactions.png and b/kernel_ridge_linear_model/images_resuming_lesson_learned/do_not_deduce_best_configuration_from_marginal_effects_interactions.png differ