Spam Classification on Spambase 0% missingness (test)
98.73AUCXGBoost
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| XGBoostStrategy=Intrinsic, Train missing percentage=0%2024.07 | 98.73 | 0.14 | |
| XGBoostStrategy=Intrinsic, Train missing percentage=10%2024.07 | 98.65 | 0.09 | |
| XGBoostStrategy=Intrinsic, Train missing percentage=5%2024.07 | 98.64 | 0.13 | |
| NAIMStrategy=Intrinsic, Train missing percentage=0%2024.07 | 98.5 | 0.21 | |
| NAIMStrategy=Intrinsic, Train missing percentage=10%2024.07 | 98.44 | 0.15 | |
| NAIMStrategy=Intrinsic, Train missing percentage=5%2024.07 | 98.4 | 0.13 | |
| NAIMStrategy=Intrinsic, Train missing percentage=25%2024.07 | 98.37 | 0.12 | |
| NAIM w/o regularizationStrategy=Intrinsic, Train missing percentage=0%2024.07 | 98.13 | 0.15 | |
| NAIMStrategy=Intrinsic, Train missing percentage=50%2024.07 | 97.93 | 0.22 | |
| NAIMStrategy=Intrinsic, Train missing percentage=75%2024.07 | 97.38 | 0.24 |