Accurate analysis for univariate-based filter methods for microarray data classification

Microarray expression datasets generate a huge number of genes, but only a few genes provide information about cancer diseases. In this context, feature selection approaches have been developed to deal with this problem. Filter-based methods, in particular, select the relevant genes and remove the i...

Full description

Bibliographic Details
Main Authors: Fatima Ezzahra Rebbah, Hasna Chamlal, Tayeb Ouaderhman
Format: Article
Language:English
Published: SAGE Publishing 2024-02-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1177/17483026241232295