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The Problem of Finding the Simplest Classifier Ensemble is NP-Hard – A Rough-Set-Inspired Formulation Based on Decision Bireducts

We investigate decision bireducts which extend the notion of a decision reduct developed in the theory of rough sets. For a decision table [Formula: see text], a decision bireduct is a pair (X, B), where [Formula: see text] is a subset of attributes which allows to distinguish between all pairs of o...

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Detalhes bibliográficos
Publicado no:Rough Sets
Main Authors: Ślęzak, Dominik, Stawicki, Sebastian
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7338167/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-52705-1_15
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