Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree Published: 2023/02/15 Marta MonaciLaura PalagiGiulia Di TeodoroCategories (Mixed) Integer Linear Programming, Optimization in Data Science Tags interpretable machine learning, linear mixed-integer programming, optimal trees, Tree ensembles, visualizing forests ArticleDownload View PDF
Margin Optimal Classification Trees Published: 2022/10/19, Updated: 2022/12/10 Federico D'OnofrioGiorgio GraniMarta MonaciLaura PalagiCategories (Mixed) Integer Nonlinear Programming, Nonlinear Optimization, Quadratic Programming Tags machine learning, mixed-integer programming, optimal classification trees, support vector machines ArticleDownload View PDF
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