Feature Selection on KIN8NM
0.5146FidelitySPVIM-Boot
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPVIM-BootModel=XGBoost2025.12 | 0.5146 | 8 | 1 | 1 | |
| phi-testModel=XGBoost2025.12 | 0.4919 | 5 | 1 | 1 | |
| SHAP-TopKModel=XGBoost2025.12 | 0.4784 | 5 | 1 | 1 | |
| SPVIM-BootModel=MLP2025.12 | 0.4504 | 8 | 1 | 1 | |
| phi-testModel=MLP2025.12 | 0.4302 | 5 | 1 | 1 | |
| SHAP-TopKModel=MLP2025.12 | 0.4173 | 5 | 1 | 1 | |
| SHAP-HTModel=MLP2025.12 | 0.4135 | 4 | 0 | 1 | |
| StableSHAPModel=XGBoost2025.12 | 0.077 | 5 | 1 | 1 | |
| StableSHAPModel=MLP2025.12 | 0.064 | 5 | 1 | 1 | |
| SHAP-HTModel=XGBoost2025.12 | 0 | 0 | 0 | 0 |