Feature Attribution on FMNIST
0INFDSHAP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SHAP2022.01 | 0 | 1.962 | 0.589 | 0.551 | 0.038 | |
| MeLIME2022.01 | 0.001 | 0.277 | 0.007 | 0.769 | 0.327 | |
| MeLIME2022.01 | 0.001 | 0.277 | 0.007 | 0.769 | 0.327 | |
| NBvariant=real2022.01 | 0.017 | 0.446 | 0.007 | 0.769 | 0.327 | |
| LINEXPerturbation Scheme=real2022.01 | 0.1 | 0.304 | 0.002 | 0.78 | 0.649 | |
| LINEXvariant=real2022.01 | 0.1 | 0.304 | 0.002 | 0.78 | 0.649 | |
| S-LIME2022.01 | 0.142 | — | — | — | — | |
| S-LIME2022.01 | 0.142 | — | — | — | — | |
| LINEXPerturbation Scheme=rand2022.01 | 0.149 | — | — | — | — | |
| LINEXvariant=rand2022.01 | 0.149 | — | — | — | — | |
| LIME2022.01 | 0.162 | — | — | — | — | |
| LIME2022.01 | 0.162 | — | — | — | — | |
| NBvariant=rand2022.01 | 0.207 | — | — | — | — |