Feature Attribution on MEPS
0INFDSHAP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SHAP2022.01 | 0 | 0.091 | 0.009 | 0.94 | — | |
| MAPLE2022.01 | 0.063 | 0.067 | 0.007 | 0.957 | — | |
| MAPLE2022.01 | 0.063 | 0.067 | 0.007 | 0.957 | — | |
| LINEXPerturbation Scheme=mpl2022.01 | 0.098 | 0.094 | 0.007 | 0.95 | — | |
| LINEXvariant=mpl2022.01 | 0.098 | 0.094 | 0.007 | 0.95 | — | |
| LINEXPerturbation Scheme=rand2022.01 | 0.13 | 0.164 | 0.003 | 0.979 | — | |
| LINEXvariant=rand2022.01 | 0.13 | 0.164 | 0.003 | 0.979 | — | |
| LIME2022.01 | 0.158 | 0.214 | 0.005 | 0.981 | — | |
| S-LIME2022.01 | 0.158 | 0.214 | 0.005 | 0.974 | — | |
| LIME2022.01 | 0.158 | 0.214 | 0.005 | 0.981 | — | |
| S-LIME2022.01 | 0.158 | 0.214 | 0.005 | 0.974 | — | |
| NBvariant=rand2022.01 | 0.275 | 0.311 | 0.005 | 0.981 | — |