Classification on fashion (F1 score)
90.04F1 ScoreRNS
Evaluation Results
| Method | Links | |
|---|---|---|
| RNSModel Interpretability=Interpretable2024.08 | 90.04 | |
| LGBMModel Interpretability=Non-interpretable2024.08 | 89.91 | |
| XGBModel Interpretability=Non-interpretable2024.08 | 89.82 | |
| LORDModel Interpretability=Interpretable2024.08 | 89.76 | |
| SAINTModel Interpretability=Non-interpretable2024.08 | 89.69 | |
| RRLModel Interpretability=Interpretable2024.08 | 89.64 | |
| NODEModel Interpretability=Non-interpretable2024.08 | 89.63 | |
| PLNNModel Interpretability=Non-interpretable2024.08 | 89.36 | |
| FTModel Interpretability=Non-interpretable2024.08 | 89.23 | |
| TabNetModel Interpretability=Non-interpretable2024.08 | 88.98 | |
| RFModel Interpretability=Non-interpretable2024.08 | 88.35 | |
| TabTransModel Interpretability=Non-interpretable2024.08 | 87.65 | |
| BNNModel Interpretability=Non-interpretable2024.08 | 85.33 | |
| LRModel Interpretability=Interpretable2024.08 | 84.53 | |
| SVMModel Interpretability=Non-interpretable2024.08 | 84.46 | |
| KNNModel Interpretability=Interpretable2024.08 | 82.35 | |
| PTURSModel Interpretability=Interpretable2024.08 | 82.19 | |
| STGModel Interpretability=Non-interpretable2024.08 | 81.15 | |
| VIMEModel Interpretability=Non-interpretable2024.08 | 81.12 | |
| C4.5Model Interpretability=Interpretable2024.08 | 80.49 | |
| DRNETModel Interpretability=Interpretable2024.08 | 80.37 | |
| CARTModel Interpretability=Interpretable2024.08 | 79.61 | |
| RIPPERModel Interpretability=Interpretable2024.08 | 78.66 | |
| CRSModel Interpretability=Interpretable2024.08 | 66.92 | |
| SBRLModel Interpretability=Interpretable2024.08 | 47.38 | |
| CORELSModel Interpretability=Interpretable2024.08 | 38.06 |