Tabular Binary Classification on BankMarketing 0% missingness (test)
94.82AUCHistGradientBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| HistGradientBoostStrategy=Intrinsic, Train missing percentage=0%2024.07 | 94.82 | |
| NAIMStrategy=Intrinsic, Train missing percentage=0%2024.07 | 94.32 | |
| NAIMStrategy=Intrinsic, Train missing percentage=5%2024.07 | 94.27 | |
| NAIMStrategy=Intrinsic, Train missing percentage=10%2024.07 | 94 | |
| AdaboostStrategy=Constant, Train missing percentage=0%2024.07 | 93.98 | |
| FTTransformerStrategy=Constant, Train missing percentage=0%2024.07 | 93.95 | |
| NAIMStrategy=Intrinsic, Train missing percentage=25%2024.07 | 93.71 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=25%2024.07 | 93.68 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=5%2024.07 | 93.62 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=0%2024.07 | 93.56 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=10%2024.07 | 93.53 | |
| NAIM w/o regularizationStrategy=Constant, Train missing percentage=0%2024.07 | 93.28 | |
| NAIMStrategy=Intrinsic, Train missing percentage=50%2024.07 | 93.14 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=50%2024.07 | 93.08 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=75%2024.07 | 92.13 | |
| XGBoostStrategy=Intrinsic, Train missing percentage=75%2024.07 | 91.95 | |
| NAIMStrategy=Intrinsic, Train missing percentage=75%2024.07 | 91.18 | |
| GRAPEStrategy=Intrinsic, Train missing percentage=0%2024.07 | 89.54 | |
| MLPStrategy=Constant, Train missing percentage=25%2024.07 | 83.16 | |
| Decision TreeStrategy=Intrinsic, Train missing percentage=0%2024.07 | 71.95 |