Classification on magic (F1 score)
86.69F1 ScoreXGB
Evaluation Results
| Method | Links | |
|---|---|---|
| XGBModel Interpretability=Non-interpretable2024.08 | 86.69 | |
| RNSModel Interpretability=Interpretable2024.08 | 86.68 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 86.67 | |
| LORDModel Interpretability=Interpretable2024.08 | 86.52 | |
| RFModel Interpretability=Non-interpretable2024.08 | 86.48 | |
| RRLModel Interpretability=Interpretable2024.08 | 86.24 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 86.2 | |
| FTModel Interpretability=Non-interpretable2024.08 | 85.95 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 85.46 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 85.08 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 83.19 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 83.07 | |
| SBRLModel Interpretability=Interpretable2024.08 | 82.52 | |
| C4.5Model Interpretability=Interpretable2024.08 | 82.44 | |
| CARTModel Interpretability=Interpretable2024.08 | 81.2 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 81.03 | |
| CRSModel Interpretability=Interpretable2024.08 | 80.87 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 79.5 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 79.43 | |
| DRNETModel Interpretability=Interpretable2024.08 | 79.26 | |
| KNNModel Interpretability=Interpretable2024.08 | 77.92 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 77.92 | |
| CORELSModel Interpretability=Interpretable2024.08 | 77.37 | |
| PTURSModel Interpretability=Interpretable2024.08 | 76.18 | |
| LRModel Interpretability=Interpretable2024.08 | 75.72 | |
| STGModel Interpretability=Non-interpretable2024.08 | 68.38 |