Feature Importance Correctness on int2-8p
0.305CS-ScoreILL-LR-US(co)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ILL-LR-US(co)Black-box model=LGB2025.04 | 0.305 | 82.1 | |
| ILL-LR-US(co)Black-box model=XGB2025.04 | 0.305 | 83.3 | |
| LIMEBlack-box model=XGB2025.04 | 0.269 | — | |
| LIMEBlack-box model=LGB2025.04 | 0.259 | — | |
| LIN-LR(co)Black-box model=XGB2025.04 | 0.254 | 81.4 | |
| INP-LRBlack-box model=XGB2025.04 | 0.254 | 81.2 | |
| LIN-LR(co)Black-box model=CTB2025.04 | 0.251 | 81.6 | |
| INP-LRBlack-box model=CTB2025.04 | 0.25 | 81.4 | |
| LIN-LR(co)Black-box model=LGB2025.04 | 0.249 | 80.4 | |
| INP-LRBlack-box model=LGB2025.04 | 0.248 | 80.1 | |
| LIMEBlack-box model=CTB2025.04 | 0.244 | — | |
| ILL-LR-US(co)Black-box model=CTB2025.04 | 0.23 | 82.9 | |
| ILL-LR(co)Black-box model=CTB2025.04 | 0.221 | 82.7 | |
| ILL-LR(co)Black-box model=XGB2025.04 | 0.219 | 82.7 | |
| ILL-LR-UC(co)Black-box model=XGB2025.04 | 0.213 | 82.7 | |
| ILL-LR-UC(co)Black-box model=LGB2025.04 | 0.211 | 81.7 | |
| ILL-LR-UC(co)Black-box model=CTB2025.04 | 0.211 | 82.7 | |
| ILL-LR(co)Black-box model=LGB2025.04 | 0.21 | 81.7 | |
| SHAPBlack-box model=LGB2025.04 | 0.142 | — | |
| SHAPBlack-box model=XGB2025.04 | 0.137 | — | |
| SHAPBlack-box model=CTB2025.04 | 0.082 | — |