Margin weighted robust discriminant score for feature selection in imbalanced gene expression classification.

High-dimensional gene expression data poses significant challenges for binary classification, particularly in the context of feature selection methods. Conventional methods, for example, Proportional Overlap Score, Wilcoxon Rank-Sum Test, Weighted Signal to Noise Ratio, ensemble Minimum Redundancy a...

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Bibliographic Details
Main Authors: Sheema Gul, Dost Muhammad Khan, Saeed Aldahmani, Zardad Khan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0325147
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