An Efficient SVM-Based Feature Selection Model for Cancer Classification Using High-Dimensional Microarray Data

Feature selection is critical in analyzing microarray data, which has many features (genes) or dimensions. However, with only a few samples the large search space and time consumed during their selection make selecting relevant and informative genes that improve classification performance a complex...

Full description

Saved in:
Bibliographic Details
Main Authors: Passent El Kafrawy, Hanaa Fathi, Mohammed Qaraad, Ayda K. Kelany, Xumin Chen
Format: article
Language:EN
Published: IEEE 2021
Subjects:
Online Access:https://doaj.org/article/fc9ce6eb64744b63be5363e9993b5579
Tags: Add Tag
No Tags, Be the first to tag this record!