Regression on SARCOS N=48,933 (full) (R2)
0.9643R2 ScoreLMDI+
Evaluation results
| Method | Links | |
|---|---|---|
| LMDI+Feature Retention=30%2025.06 | 0.9643 | |
| LMDI+Feature Retention=20%2025.06 | 0.9562 | |
| LMDI+Feature Retention=10%2025.06 | 0.9445 | |
| TreeSHAPFeature Retention=30%2025.06 | 0.9321 | |
| TreeSHAPFeature Retention=20%2025.06 | 0.8855 | |
| Local MDIFeature Retention=30%2025.06 | 0.861 | |
| TreeSHAPFeature Retention=10%2025.06 | 0.7274 | |
| Local MDIFeature Retention=20%2025.06 | 0.6484 | |
| Local MDIFeature Retention=10%2025.06 | 0.1567 |