Multiclass Classification on DIGITS subsampled to 100 (train)
82R500Banzhaf
Evaluation Results
| Method | Links | |
|---|---|---|
| BanzhafConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.02 | 82 | |
| BanzhafModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.02 | 78 | |
| ShapleyConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.02 | 78 | |
| (4,1)-Beta ShapleyConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.02 | 75 | |
| ShapleyModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.02 | 63 | |
| (4,1)-Beta ShapleyModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.02 | 61 | |
| BanzhafApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.02 | 57 | |
| (4,1)-Beta ShapleyApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.02 | 19 | |
| ShapleyApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.02 | 17 |