Feature Importance Correctness on int2-3c
97.2Prediction AccuracyILL-LR-US(co)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ILL-LR-US(co)Black-box model=CTB2025.04 | 97.2 | 0.357 | — | |
| ILL-LR-US(co)Black-box model=CTB2025.04 | 97.2 | — | 0.542 | |
| ILL-LR-US(co)Black-box model=LGB2025.04 | 96.3 | 0.332 | — | |
| ILL-LR-US(co)Black-box model=LGB2025.04 | 96.3 | — | 0.473 | |
| ILL-LR-US(co)Black-box model=XGB2025.04 | 96 | 0.411 | — | |
| ILL-LR-US(co)Black-box model=XGB2025.04 | 96 | — | 0.676 | |
| ILL-LR(co)Black-box model=LGB2025.04 | 92.3 | 0.139 | — | |
| ILL-LR(co)Black-box model=LGB2025.04 | 92.3 | — | 0.184 | |
| ILL-LR-UC(co)Black-box model=LGB2025.04 | 91.8 | 0.123 | — | |
| ILL-LR-UC(co)Black-box model=XGB2025.04 | 91.8 | 0.124 | — | |
| ILL-LR-UC(co)Black-box model=LGB2025.04 | 91.8 | — | 0.185 | |
| ILL-LR-UC(co)Black-box model=XGB2025.04 | 91.8 | — | 0.186 | |
| ILL-LR(co)Black-box model=XGB2025.04 | 91.6 | 0.176 | — | |
| ILL-LR(co)Black-box model=XGB2025.04 | 91.6 | — | 0.264 | |
| ILL-LR-UC(co)Black-box model=CTB2025.04 | 91.1 | 0.117 | — | |
| ILL-LR-UC(co)Black-box model=CTB2025.04 | 91.1 | — | 0.168 | |
| ILL-LR(co)Black-box model=CTB2025.04 | 90.6 | 0.1 | — | |
| ILL-LR(co)Black-box model=CTB2025.04 | 90.6 | — | 0.165 | |
| LIN-LR(co)Black-box model=LGB2025.04 | 89.1 | 0.05 | — | |
| LIN-LR(co)Black-box model=LGB2025.04 | 89.1 | — | 0.033 | |
| INP-LRBlack-box model=LGB2025.04 | 89 | 0.047 | — | |
| LIN-LR(co)Black-box model=XGB2025.04 | 89 | 0.053 | — | |
| LIN-LR(co)Black-box model=CTB2025.04 | 89 | 0.054 | — | |
| INP-LRBlack-box model=LGB2025.04 | 89 | — | 0.032 | |
| LIN-LR(co)Black-box model=XGB2025.04 | 89 | — | 0.036 | |
| LIN-LR(co)Black-box model=CTB2025.04 | 89 | — | 0.038 | |
| INP-LRBlack-box model=CTB2025.04 | 88.9 | 0.044 | — | |
| INP-LRBlack-box model=CTB2025.04 | 88.9 | — | 0.033 | |
| INP-LRBlack-box model=XGB2025.04 | 88.7 | 0.049 | — | |
| INP-LRBlack-box model=XGB2025.04 | 88.7 | — | 0.033 | |
| LIMEBlack-box model=LGB2025.04 | — | 0 | — | |
| LIMEBlack-box model=XGB2025.04 | — | 0 | — | |
| LIMEBlack-box model=CTB2025.04 | — | 0 | — | |
| LIMEBlack-box model=LGB2025.04 | — | — | 0.009 | |
| LIMEBlack-box model=XGB2025.04 | — | — | 0.01 | |
| LIMEBlack-box model=CTB2025.04 | — | — | 0.008 | |
| SHAPBlack-box model=LGB2025.04 | — | 0.315 | — | |
| SHAPBlack-box model=XGB2025.04 | — | 0.321 | — | |
| SHAPBlack-box model=CTB2025.04 | — | 0.308 | — | |
| SHAPBlack-box model=LGB2025.04 | — | — | 0.197 | |
| SHAPBlack-box model=XGB2025.04 | — | — | 0.211 | |
| SHAPBlack-box model=CTB2025.04 | — | — | 0.218 |