990 B
990 B
| 1 | model | accuracy | f1_macro | f2_macro | recall_macro | precision_macro | f1_class0 | f2_class0 | recall_class0 | precision_class0 | f1_class1 | f2_class1 | recall_class1 | precision_class1 | TP | TN | FP | FN |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | catboost | 0.9814814814814815 | 0.8195693865042805 | 0.8013174756506312 | 0.7903526990720451 | 0.8559205703525894 | 0.9904901243599122 | 0.9921698350221925 | 0.9932928107315029 | 0.9877032096706961 | 0.6486486486486487 | 0.6104651162790697 | 0.5874125874125874 | 0.7241379310344828 | 84 | 4739 | 32 | 59 |
| 3 | lightgbm | 0.9849409849409849 | 0.8469442386692707 | 0.8185917013944679 | 0.8023094072140393 | 0.9084632979829487 | 0.9922755741127348 | 0.9946427824048885 | 0.9962272060364703 | 0.9883551673944687 | 0.7016129032258065 | 0.6425406203840472 | 0.6083916083916084 | 0.8285714285714286 | 87 | 4753 | 18 | 56 |
| 4 | lightgbm_no_x | 0.9881969881969882 | 0.8781216645228386 | 0.8437523569608822 | 0.8243364265162629 | 0.9552017740731065 | 0.9939482470784641 | 0.9965686069381093 | 0.9983232026828757 | 0.9896114689382921 | 0.7622950819672131 | 0.6909361069836553 | 0.6503496503496503 | 0.9207920792079208 | 93 | 4763 | 8 | 50 |