Feature Selection on CONCRETE
0.851FidelitySHAP-TopK
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SHAP-TopKModel=MLP2025.12 | 0.851 | 5 | 1 | 0.67 | |
| SPVIM-BootModel=MLP2025.12 | 0.8451 | 8 | 0.88 | 0.88 | |
| phi-testModel=MLP2025.12 | 0.8236 | 5 | 0.93 | 1 | |
| StableSHAPModel=MLP2025.12 | 0.7783 | 5 | 0.83 | 0.67 | |
| SPVIM-BootModel=XGBoost2025.12 | 0.6657 | 7 | 1 | 0.88 | |
| phi-testModel=XGBoost2025.12 | 0.652 | 5 | 1 | 1 | |
| SHAP-TopKModel=XGBoost2025.12 | 0.652 | 5 | 0.93 | 0.67 | |
| StableSHAPModel=XGBoost2025.12 | 0.6478 | 5 | 0.96 | 0.67 | |
| SHAP-HTModel=XGBoost2025.12 | 0 | 0 | 0.8 | 0 | |
| SHAP-HTModel=MLP2025.12 | -0.0081 | 1 | 0.26 | 0 |