Global Feature Selection on ENERGYEFFICIENCY
95.03FidelitySPVIM-Boot
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPVIM-BootModel=MLP2025.12 | 95.03 | 7 | 0.84 | 0.63 | |
| StableSHAPModel=MLP2025.12 | 94.73 | 5 | 0.65 | 0.43 | |
| phi-testModel=MLP2025.12 | 94.68 | 5 | 0.76 | 0.43 | |
| SHAP-TopKModel=MLP2025.12 | 94.58 | 5 | 0.93 | 0.43 | |
| StableSHAPModel=XGBoost2025.12 | 90.78 | 5 | 1 | 0.43 | |
| phi-testModel=XGBoost2025.12 | 88.99 | 5 | 0.87 | 0.43 | |
| SHAP-TopKModel=XGBoost2025.12 | 88.99 | 5 | 1 | 0.43 | |
| SPVIM-BootModel=XGBoost2025.12 | 88.96 | 6 | 1 | 0.63 | |
| SHAP-HTModel=MLP2025.12 | 41.7 | 1 | 0.17 | 1 | |
| SHAP-HTModel=XGBoost2025.12 | 36.49 | 1 | 0.35 | 1 |