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Mathematical optimization in classification and regression trees

Classification and regression trees, as well as their variants, are off-the-shelf methods in Machine Learning. In this paper, we review recent contributions within the Continuous Optimization and the Mixed-Integer Linear Optimization paradigms to develop novel formulations in this research area. We...

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Detalles Bibliográficos
Autores principales: Carrizosa, Emilio, Molero-Río, Cristina, Romero Morales, Dolores
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7967110/
http://dx.doi.org/10.1007/s11750-021-00594-1