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ResearchFormerly WizWand

Multiclass Classification on DIGITS subsampled to 100 (train)

82R500Banzhaf
14.431.9549.567.05Feb 10, 2025
Updated 7mo ago

Evaluation results

MethodLinks
BanzhafConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.0282
BanzhafModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.0278
ShapleyConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.0278
(4,1)-Beta ShapleyConvex path=Accuracy-macro-F1, Classifier=MLP (SGD), Runs=52025.0275
ShapleyModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.0263
(4,1)-Beta ShapleyModel=MLP (SGD), Utility Family=Accuracy-macro-F1-macro-Recall convex path2025.0261
BanzhafApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.0257
(4,1)-Beta ShapleyApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.0219
ShapleyApproximation Model=MLP (SGD), Metric=Class-wise precision decomposition2025.0217