Classification on OnlineShoppers (0% missing percentage, test)
92.92AUCXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoostStrategy=Intrinsic, Train missing percentage=0%2024.07 | 92.92 | |
| NAIMStrategy=Intrinsic, Train missing percentage=0%2024.07 | 92.8 | |
| XGBoostStrategy=Intrinsic, Train missing percentage=25%2024.07 | 92.79 | |
| NAIMStrategy=Intrinsic, Train missing percentage=5%2024.07 | 92.64 | |
| NAIMStrategy=Intrinsic, Train missing percentage=10%2024.07 | 92.52 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=0%2024.07 | 92.49 | |
| NAIMStrategy=Intrinsic, Train missing percentage=25%2024.07 | 92.05 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=25%2024.07 | 91.8 | |
| NAIMStrategy=Intrinsic, Train missing percentage=50%2024.07 | 90.83 | |
| NAIMStrategy=Intrinsic, Train missing percentage=75%2024.07 | 89.5 | |
| NAIM w/o regularizationStrategy=Constant, Train missing percentage=50%2024.07 | 89.01 | |
| GRAPEStrategy=Intrinsic, Train missing percentage=0%2024.07 | 84.92 |