Feature Selection with Conditional Mutual Information Considering Feature Interaction

Feature interaction is a newly proposed feature relevance relationship, but the unintentional removal of interactive features can result in poor classification performance for this relationship. However, traditional feature selection algorithms mainly focus on detecting relevant and redundant featur...

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Bibliographic Details
Main Authors: Jun Liang, Liang Hou, Zhenhua Luan, Weiping Huang
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/7/858