A new representation in genetic programming with hybrid feature ranking criterion for high-dimensional feature selection

Abstract Feature selection is a common method for improving classification performance. Selecting features for high-dimensional data is challenging due to the large search space. Traditional feature ranking methods that search for top-ranked features cannot remove redundant and irrelevant features a...

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Bibliographic Details
Main Authors: Jiayi Li, Fan Zhang, Jianbin Ma
Format: Article
Language:English
Published: Springer 2025-02-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01784-1
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