Feature Attribution on Synthetic benchmark softplus aggregator nonlinear f (test)
0.365MAEWho&When
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Who&WhenSeeds=52026.05 | 0.365 | 0.501 | 2.024 | 0.68 | |
| MASTSeeds=52026.05 | 0.435 | 0.257 | 2.672 | 0.48 | |
| Aumann–Shapley path-integral attributionSeeds=52026.05 | 4.13 | 1 | 2.39 | 1 | |
| Sampled ShapleySeeds=52026.05 | 6.84 | 0.9998 | 7.05 | 0.96 | |
| BanzhafSeeds=52026.05 | 7.78 | 0.9998 | 2.6 | 0.96 | |
| LOOSeeds=52026.05 | 7.94 | 0.981 | 4.02 | 0.88 |