Model Explanation Alignment on Airfoil
1.487Validation RMSEFull CUBE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full CUBEFeat.=5, Queries=322025.09 | 1.487 | 0 | 0 | 100 | 100 | 100 | |
| Frac CUBEFeat.=5, Queries=162025.09 | 1.487 | 0.28 | 0.395 | 87.5 | 100 | 86.3 | |
| ShapleyFeat.=5, Queries=322025.09 | 1.487 | 1.586 | 1.141 | 100 | 100 | 92.4 | |
| PDPFeat.=5, Queries=64002025.09 | 1.487 | 0.134 | 0.227 | 91.7 | 100 | 95.5 | |
| ALEFeat.=5, Queries=64002025.09 | 1.487 | 0.527 | 0.815 | 75 | 100 | 78.1 | |
| LIME-IntFeat.=5, Queries=5122025.09 | 1.487 | 2.366 | 1.107 | 87.5 | 79.2 | 77.3 |