EZR combines active Naive Bayes sampling and decision-tree distillation to reach over 90% of best-known multi-objective optimization performance on 60 datasets while producing clearer explanations than LIME, SHAP or BreakDown.
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Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization
EZR combines active Naive Bayes sampling and decision-tree distillation to reach over 90% of best-known multi-objective optimization performance on 60 datasets while producing clearer explanations than LIME, SHAP or BreakDown.