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classification 1decision trees 1optimal decision trees 1regression 1search strategies 1

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1 paper

cs.LG2026

Search Strategies for Optimal Classification and Regression Trees

Jacobus G. M. van der Linden, Mim van den Bos, Emir Demirović

The paper presents a unified algorithmic framework for optimal decision trees that incorporates and compares 18 different search strategies, showing improved scalability and perfor…