Explanation Generation on SENECA-RC synthetic
0.1Per-instance Explanation Time (s)SHAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SHAPt + u=4 + 02025.04 | 0.1 | — | |
| SHAPt + u=8 + 02025.04 | 0.5 | — | |
| LIMEt + u=4 + 02025.04 | 3 | — | |
| ILL-LRt + u=4 + 02025.04 | 4.4 | 13 | |
| ILL-LRt + u=16 + 02025.04 | 4.5 | 8.5 | |
| ILL-LRt + u=16 + 482025.04 | 4.7 | 8.2 | |
| ILL-LRt + u=8 + 02025.04 | 5.3 | 12.2 | |
| ILL-LRt + u=16 + 162025.04 | 6.6 | 15.1 | |
| LIMEt + u=8 + 02025.04 | 8.3 | — | |
| SHAPt + u=16 + 02025.04 | 20.9 | — | |
| SHAPt + u=16 + 162025.04 | 22.2 | — | |
| SHAPt + u=16 + 482025.04 | 25.7 | — | |
| LIMEt + u=16 + 02025.04 | 26.9 | — | |
| LIMEt + u=16 + 162025.04 | 27.1 | — | |
| LIMEt + u=16 + 482025.04 | 28.2 | — |