Relevance-Aware Rule: Structural Deletion of Irrelevant Conditions in Decision Trees

Jung-Sik Hong, Jeongeon Lee, Min Kyu Sim +1

Decision trees generate interpretable if--then rules, yet they contain irrelevant conditions (IRCs). These IRCs arise from the structural mechanism of tree splitting and persist ev…