A Novel Nonparametric Feature Selection Approach Based on Mutual Information Transfer Network

The filter feature selection algorithm is habitually used as an effective way to reduce the computational cost of data analysis by selecting and implementing only a subset of original features into the study. Mutual information (MI) is a popular measurement adopted to quantify the dependence among f...

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Bibliographic Details
Main Authors: Kunmei Li, Nasser Fard
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/9/1255