Learning decision trees with flexible constraints and objectives using integer optimization
type: Item
instance of: scholarly article
title: Learning decision trees with flexible constraints and objectives using integer optimization
zbMATH Open document ID: 1489.68259
DOI: 10.1007/978-3-319-59776-8_8
author: Sicco Verwer
author: Yingqian Zhang
publication date: 2017-08-04T00:00:00Z
Mathematics Subject Classification ID: 68T20
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 90C10
zbMATH DE Number: 6756578
describes a project that uses: UCI-ml
describes a project that uses: CRIO
describes a project that uses: IDP3
MaRDI profile type: Publication
OpenAlex ID: W2619301103
cites work: Classification and Regression via Integer Optimization
cites work: Q3327527
cites work: Predicate logic as a modeling language: modeling and solving some machine learning and data mining problems withIDP3
cites work: Supervised classification and mathematical optimization
cites work: Machine learning. The art and science of algorithms that make sense of data.
cites work: Constructing optimal binary decision trees is NP-complete
cites work: Auction optimization using regression trees and linear models as integer programs
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description: scientific article; zbMATH DE number 6756578