Classification on 5 different datasets 75% missing percentage (test)
78.68AUCXGBoost
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBoostStrategy=Intrinsic, Train missing percentage=75%2024.07 | 78.68 | |
| NAIMStrategy=Intrinsic, Train missing percentage=0%2024.07 | 77.2 | |
| NAIMStrategy=Intrinsic, Train missing percentage=25%2024.07 | 76.75 | |
| NAIMStrategy=Intrinsic, Train missing percentage=5%2024.07 | 76.54 | |
| NAIMStrategy=Intrinsic, Train missing percentage=10%2024.07 | 76.4 | |
| NAIMStrategy=Intrinsic, Train missing percentage=50%2024.07 | 76.4 | |
| NAIMStrategy=Intrinsic, Train missing percentage=75%2024.07 | 76.2 | |
| Decision TreeStrategy=Intrinsic, Train missing percentage=50%2024.07 | 63.4 | |
| Decision TreeStrategy=Intrinsic, Train missing percentage=0%2024.07 | 58.11 |