Feature Importance Correctness on ssin-2c
0.998CS-ScoreILL-LR(co)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ILL-LR(co)Black-box model=LGB2025.04 | 0.998 | 98.6 | |
| ILL-LR-UC(co)Black-box model=LGB2025.04 | 0.998 | 98.5 | |
| ILL-LR(co)Black-box model=CTB2025.04 | 0.998 | 98.6 | |
| ILL-LR-UC(co)Black-box model=CTB2025.04 | 0.998 | 98.4 | |
| ILL-LR-UC(co)Black-box model=XGB2025.04 | 0.997 | 98.3 | |
| ILL-LR(co)Black-box model=XGB2025.04 | 0.996 | 98 | |
| LIMEBlack-box model=LGB2025.04 | 0.993 | — | |
| LIMEBlack-box model=CTB2025.04 | 0.993 | — | |
| LIMEBlack-box model=XGB2025.04 | 0.992 | — | |
| ILL-LR-US(co)Black-box model=CTB2025.04 | 0.989 | 98.6 | |
| ILL-LR-US(co)Black-box model=XGB2025.04 | 0.967 | 98.1 | |
| ILL-LR-US(co)Black-box model=LGB2025.04 | 0.963 | 98.7 | |
| LIN-LR(co)Black-box model=XGB2025.04 | 0.903 | 97 | |
| LIN-LR(co)Black-box model=LGB2025.04 | 0.899 | 97.2 | |
| LIN-LR(co)Black-box model=CTB2025.04 | 0.899 | 97.3 | |
| INP-LRBlack-box model=XGB2025.04 | 0.893 | 96.1 | |
| INP-LRBlack-box model=LGB2025.04 | 0.891 | 96.6 | |
| INP-LRBlack-box model=CTB2025.04 | 0.891 | 96.9 | |
| SHAPBlack-box model=XGB2025.04 | 0.236 | — | |
| SHAPBlack-box model=CTB2025.04 | 0.231 | — | |
| SHAPBlack-box model=LGB2025.04 | 0.223 | — |