Feature selection based on distance correlation: a filter algorithm

DOI10.1080/02664763.2020.1815672OpenAlexW3084021543MaRDI QIDQ5861261

Wendong Wang, Zili Zhang, Hong-wei Tan, Guo-Dong Wang

Publication date: 4 March 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2020.1815672

zbMATH Keywords

feature relevancefeature selectiondistance correlationfeature redundancy\(S\)-correlation

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Cites Work

• Measuring and testing dependence by correlation of distances
• A hybrid system with filter approach and multiple population genetic algorithm for feature selection in credit scoring
• Supervised dimensionality reduction via distance correlation maximization
• Correction: ``Discussion of: Brownian distance covariance
• Regression Shrinkage and Selection via The Lasso: A Retrospective
• Feature Screening via Distance Correlation Learning
• Variable selection in regression using maximal correlation and distance correlation
• Model-Free Feature Screening for Ultrahigh Dimensional Discriminant Analysis
• Unnamed Item

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