works on
decision trees 1irrelevant condition removal 1prediction reliability 1rule simplification 1structural analysis 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

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

The paper proposes a framework for simplifying decision‑tree rules by structurally identifying and removing irrelevant conditions without harming prediction reliability.