Classification on fb
91.38F1 ScoreCRS
Evaluation Results
| Method | Links | |
|---|---|---|
| CRSModel Interpretability=Interpretable2024.08 | 91.38 | |
| RNSModel Interpretability=Interpretable2024.08 | 90.93 | |
| RRLModel Interpretability=Interpretable2024.08 | 90.11 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 89.43 | |
| XGBModel Interpretability=Non-interpretable2024.08 | 88.9 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 88.79 | |
| LORDModel Interpretability=Interpretable2024.08 | 88.75 | |
| LRModel Interpretability=Interpretable2024.08 | 88.62 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 88.52 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 87.93 | |
| RFModel Interpretability=Non-interpretable2024.08 | 87.49 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 87.2 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 86.86 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 86.53 | |
| FTModel Interpretability=Non-interpretable2024.08 | 86.52 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 85.94 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 85.87 | |
| PTURSModel Interpretability=Interpretable2024.08 | 84.27 | |
| DRNETModel Interpretability=Interpretable2024.08 | 81.93 | |
| CARTModel Interpretability=Interpretable2024.08 | 81.5 | |
| C4.5Model Interpretability=Interpretable2024.08 | 80.71 | |
| KNNModel Interpretability=Interpretable2024.08 | 68.61 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 64.18 | |
| STGModel Interpretability=Non-interpretable2024.08 | 60.18 | |
| CORELSModel Interpretability=Interpretable2024.08 | 34.93 | |
| SBRLModel Interpretability=Interpretable2024.08 | 31.16 |