Mixed integer linear optimization formulations for learning optimal binary classification trees
Published in arXiv (Cornell University) • Jun 10, 2022
NobleIDNI5P21W02R23S80
Authors:,,
Brandon Alston
Hamidreza Validi
Illya V. Hicks
Abstract
Decision trees are powerful tools for classification and regression that attract many researchers working in the burgeoning area of machine learning. One advantage of decision trees over other methods is their interpretability, which is often preferred over other higher accuracy methods that are rel...
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