| model_name,threshold,validation_accuracy,test_accuracy,validation_auc,test_auc | |
| blend_extra_trees_tight_logit_overlay,0.425,0.654320987654321,0.6524064171122995,0.6623500611995106,0.6563861499656042 | |
| blend_extra_trees_tight_logit,0.425,0.6444444444444445,0.6310160427807486,0.6623500611995106,0.6563861499656042 | |
| extra_trees_opening,0.514,0.6345679012345679,0.6203208556149733,0.6448470012239902,0.6575326759917449 | |
| extra_trees_opening_tight,0.514,0.6296296296296297,0.6149732620320856,0.6446511627906977,0.6608576014675532 | |
| soft_vote_tree_pack,0.511,0.6296296296296297,0.6042780748663101,0.6448959608323135,0.6621187800963081 | |
| random_forest_opening,0.516,0.6296296296296297,0.5935828877005348,0.6448959608323134,0.6563861499656042 | |
| extra_trees_opening_deep,0.514,0.6271604938271605,0.6042780748663101,0.6432558139534884,0.6671634946113276 | |
| soft_vote_opening,0.556,0.6246913580246913,0.6256684491978609,0.638359853121175,0.6513414354505846 | |
| gradient_boost_opening,0.512,0.6246913580246913,0.5828877005347594,0.640734394124847,0.631506535198349 | |
| soft_vote_all_pack,0.503,0.6172839506172839,0.5989304812834224,0.6431089351285189,0.6598257280440265 | |
| catboost_opening,0.524,0.6098765432098765,0.5882352941176471,0.6180660954712363,0.6319651456088053 | |
| hist_gradient_opening,0.517,0.5925925925925926,0.5133689839572193,0.6042839657282741,0.5806007796376977 | |
| logit_opening,0.386,0.582716049382716,0.5454545454545454,0.6403427172582619,0.6141939922036231 | |