Feature Importance Ranking on int2-8p
0.458Spearman Rank CorrelationILL-LR-US(co)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ILL-LR-US(co)Black-box model=XGB2025.04 | 0.458 | 83.3 | |
| ILL-LR(co)Black-box model=CTB2025.04 | 0.278 | 82.7 | |
| ILL-LR-US(co)Black-box model=LGB2025.04 | 0.235 | 82.1 | |
| ILL-LR(co)Black-box model=LGB2025.04 | 0.204 | 81.7 | |
| ILL-LR-UC(co)Black-box model=CTB2025.04 | 0.203 | 82.7 | |
| ILL-LR-UC(co)Black-box model=LGB2025.04 | 0.202 | 81.7 | |
| ILL-LR-UC(co)Black-box model=XGB2025.04 | 0.199 | 82.7 | |
| ILL-LR(co)Black-box model=XGB2025.04 | 0.197 | 82.7 | |
| SHAPBlack-box model=LGB2025.04 | 0.163 | — | |
| SHAPBlack-box model=XGB2025.04 | 0.155 | — | |
| ILL-LR-US(co)Black-box model=CTB2025.04 | 0.147 | 82.9 | |
| SHAPBlack-box model=CTB2025.04 | 0.122 | — | |
| LIN-LR(co)Black-box model=LGB2025.04 | 0.117 | 80.4 | |
| LIN-LR(co)Black-box model=XGB2025.04 | 0.117 | 81.4 | |
| LIN-LR(co)Black-box model=CTB2025.04 | 0.116 | 81.6 | |
| INP-LRBlack-box model=CTB2025.04 | 0.111 | 81.4 | |
| INP-LRBlack-box model=LGB2025.04 | 0.11 | 80.1 | |
| INP-LRBlack-box model=XGB2025.04 | 0.108 | 81.2 | |
| LIMEBlack-box model=CTB2025.04 | 0.084 | — | |
| LIMEBlack-box model=LGB2025.04 | 0.082 | — | |
| LIMEBlack-box model=XGB2025.04 | 0.081 | — |