| dataset,model_type,best_trial_number,best_trial_params,train_time_s,train_roc_auc,train_mlogloss,train_accuracy,train_precision_micro,train_recall_micro,train_f1_micro,train_precision_weighted,train_recall_weighted,train_f1_weighted,train_precision_macro,train_recall_macro,train_f1_macro,train_cm,test_roc_auc,test_mlogloss,test_accuracy,test_precision_micro,test_recall_micro,test_f1_micro,test_precision_weighted,test_recall_weighted,test_f1_weighted,test_precision_macro,test_recall_macro,test_f1_macro,test_cm | |
| forest_v1_0,lr,57,"{'C': 11.655472295612883, 'penalty_solver': 'l1:liblinear', 'l1_ratio': 0.5673558522790473, 'max_iter': 550, 'tol': 4.4695182580481785e-05}",1143.5055191516876,0.930531735775758,0.6590944770995031,0.7158421143217762,0.7158421143217762,0.7158421143217762,0.7158421143217762,0.7033694746983873,0.7158421143217762,0.7015261167207598,0.5978167007678554,0.4694481833803115,0.4845387544907457,"[[131547, 55278, 161, 0, 12, 8, 3650], [44836, 203256, 5850, 7, 255, 426, 340], [0, 3360, 27539, 274, 4, 1002, 0], [0, 0, 1441, 784, 0, 247, 0], [151, 7519, 755, 0, 112, 7, 0], [0, 5560, 8715, 58, 21, 1276, 0], [8472, 109, 71, 0, 0, 0, 9807]]",0.9290632207651718,0.6636865217104727,0.712935871398575,0.712935871398575,0.712935871398575,0.712935871398575,0.6994871846273708,0.712935871398575,0.6986838175658986,0.58456365042707,0.4669114486333375,0.48289797979276866,"[[14489, 6299, 21, 0, 0, 0, 375], [4961, 22586, 667, 0, 30, 50, 37], [0, 399, 3034, 33, 0, 109, 0], [0, 0, 148, 89, 0, 38, 0], [14, 833, 94, 0, 7, 1, 0], [0, 597, 977, 6, 2, 155, 0], [967, 14, 7, 0, 0, 0, 1063]]" | |