Classification on c-4
72.93F1 ScoreRNS
Evaluation Results
| Method | Links | |
|---|---|---|
| RNSModel Interpretability=Interpretable2024.08 | 72.93 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 72.85 | |
| FTModel Interpretability=Non-interpretable2024.08 | 72.45 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 72.13 | |
| RRLModel Interpretability=Interpretable2024.08 | 72.01 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 71.9 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 71.24 | |
| LORDModel Interpretability=Interpretable2024.08 | 70.77 | |
| XGBModel Interpretability=Non-interpretable2024.08 | 70.65 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 70.53 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 69.85 | |
| CRSModel Interpretability=Interpretable2024.08 | 65.88 | |
| PTURSModel Interpretability=Interpretable2024.08 | 65.43 | |
| KNNModel Interpretability=Interpretable2024.08 | 65.18 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 64.78 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 64.55 | |
| RFModel Interpretability=Non-interpretable2024.08 | 62.72 | |
| DRNETModel Interpretability=Interpretable2024.08 | 62.18 | |
| STGModel Interpretability=Non-interpretable2024.08 | 62.17 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 61.94 | |
| C4.5Model Interpretability=Interpretable2024.08 | 61.66 | |
| CARTModel Interpretability=Interpretable2024.08 | 61.24 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 52.27 | |
| CORELSModel Interpretability=Interpretable2024.08 | 51.72 | |
| LRModel Interpretability=Interpretable2024.08 | 49.87 | |
| SBRLModel Interpretability=Interpretable2024.08 | 48.54 |