Simple Stopping Criteria for Information Theoretic Feature Selection

Feature selection aims to select the smallest feature subset that yields the minimum generalization error. In the rich literature in feature selection, information theory-based approaches seek a subset of features such that the mutual information between the selected features and the class labels is...

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Bibliographic Details
Main Authors: Shujian Yu, José C. Príncipe
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/1/99