Wrapper-filter feature selection algorithm using a memetic framework

• Main Authors: Zhu, Zexuan, Ong, Yew-Soon, Dash, Manoranjan
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Chi-square; Feature Selection
• Online Access: https://hdl.handle.net/10356/148177
• Institution: Nanyang Technological University

This correspondence presents a novel hybrid wrapper and filter feature selection algorithm for a classification problem using a memetic framework. It incorporates a filter ranking method in the traditional genetic algorithm to improve classification performance and accelerate the search in identifyi...