ENTITY Shapley Effects

Shapley Effects

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TOOL · CL_151817 · Jul 20 · 04:00

New framework offers interpretable analysis of hyperparameter sensitivity

Researchers have developed a novel game-theoretic framework to analyze hyperparameter interactions in machine learning models. This framework uses Shapley Effects for global sensitivity analysis and Pareto front sets to…