Improved Relief Weight Feature Selection Algorithm Based on Relief and Mutual Information

As the classic feature selection algorithm, the Relief algorithm has the advantages of simple computation and high efficiency, but the algorithm itself is limited to only dealing with binary classification problems, and the comprehensive distinguishing ability of the feature subsets composed of the...

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Bibliographic Details
Main Authors: Hongbin Wang, Pengming Wang, Shengchun Deng, Haoran Li
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/12/6/228