Zero-Shot Decision Tree Construction via Large Language Models

Lucas Carrasco, Felipe Urrutia, Andrés Abeliuk

This paper introduces a novel algorithm for constructing decision trees using large language models (LLMs) in a zero-shot manner based on Classification and Regression Trees (CART)…