An efficient gene selection method for microarray data based on LASSO and BPSO

Abstract Background The main goal of successful gene selection for microarray data is to find compact and predictive gene subsets which could improve the accuracy. Though a large pool of available methods exists, selecting the optimal gene subset for accurate classification is still very challenging...

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Bibliographic Details
Main Authors: Ying Xiong, Qing-Hua Ling, Fei Han, Qing-Hua Liu
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-019-3228-0