Zhigao Huang

Learned feature ordering for exact optimal decision tree search: a lightweight neural scoring approach

Exact optimal decision tree solvers provide transparent models but face combinatorial search growth, making the order in which candidate features are explored consequential whenever a sound early-stopping bound is reached. Existing solvers largely rely on handcrafted orderings, w...