Minimizing features while maintaining performance in data classification problems

High dimensional classification problems have gained increasing attention in machine learning, and feature selection has become essential in executing machine learning algorithms. In general, most feature selection methods compare the scores of several feature subsets and select the one that gives t...

Full description

Bibliographic Details
Main Authors: Surani Matharaarachchi, Mike Domaratzki, Saman Muthukumarana
Format: Article
Language:English
Published: PeerJ Inc. 2022-09-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1081.pdf