Classification on Overall 13 Datasets Aggregate
85.7N-MeanRNS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RNSModel Interpretability=Interpretable2024.08 | 85.7 | 1.77 | |
| RRLModel Interpretability=Interpretable2024.08 | 85.1 | 4.62 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 85 | 5.77 | |
| XGBModel Interpretability=Non-interpretable2024.08 | 84.7 | 6.38 | |
| LORDModel Interpretability=Interpretable2024.08 | 84.7 | 7 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 84.5 | 7.46 | |
| FTModel Interpretability=Non-interpretable2024.08 | 84.3 | 8.62 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 84.2 | 8.77 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 84 | 8 | |
| RFModel Interpretability=Non-interpretable2024.08 | 82.8 | 10.69 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 80.8 | 12.54 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 80.7 | 14.85 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 80.6 | 11.77 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 80 | 15.31 | |
| CRSModel Interpretability=Interpretable2024.08 | 79.5 | 13.85 | |
| C4.5Model Interpretability=Interpretable2024.08 | 79.3 | 17.31 | |
| PTURSModel Interpretability=Interpretable2024.08 | 78.9 | 18.38 | |
| CARTModel Interpretability=Interpretable2024.08 | 78.7 | 18.85 | |
| KNNModel Interpretability=Interpretable2024.08 | 78.5 | 16 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 78.3 | 17.08 | |
| DRNETModel Interpretability=Interpretable2024.08 | 78 | 19.54 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 75.8 | 20.38 | |
| LRModel Interpretability=Interpretable2024.08 | 74.2 | 16.54 | |
| STGModel Interpretability=Non-interpretable2024.08 | 69.7 | 23.15 | |
| CORELSModel Interpretability=Interpretable2024.08 | 58.2 | 22.08 | |
| SBRLModel Interpretability=Interpretable2024.08 | 55.2 | 21.15 |