Adaptive Multi-Branching for Shallow Decision Tree Induction

Hanul Park, Jeonghoon Choi, Juseong Kim +2

Decision trees are attractive for tabular prediction tasks because each prediction follows an interpretable sequence of feature-threshold tests. Under a strict maximum-depth budget…