ECFS-DEA: an ensemble classifier-based feature selection for differential expression analysis on expression profiles

ECFS-DEA: an ensemble classifier-based feature selection for differential expression analysis on expression profiles

Abstract Background Various methods for differential expression analysis have been widely used to identify features which best distinguish between different categories of samples. Multiple hypothesis testing may leave out explanatory features, each of which may be composed of individually insignific...

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Bibliographic Details
Main Authors: Xudong Zhao, Qing Jiao, Hangyu Li, Yiming Wu, Hanxu Wang, Shan Huang, Guohua Wang
Format: Article
Language:English
Published: BMC 2020-02-01
Series:BMC Bioinformatics
Subjects:
Feature selection
Classification
Accumulation
Expression profiles
Differential expression analysis
Online Access:https://doi.org/10.1186/s12859-020-3388-y

Internet

https://doi.org/10.1186/s12859-020-3388-y

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