Information Theoretic Multi-Target Feature Selection via Output Space Quantization

A key challenge in information theoretic feature selection is to estimate mutual information expressions that capture three desirable terms—the relevancy of a feature with the output, the redundancy and the complementarity between groups of features. The challenge becomes more pronounced i...

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Bibliographic Details
Main Authors: Konstantinos Sechidis, Eleftherios Spyromitros-Xioufis, Ioannis Vlahavas
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/9/855