Framework of Meta-Heuristic Variable Length Searching for Feature Selection in High-Dimensional Data

• Main Authors: Qadir Saraf, Tara Othman, Fuad, Norfaiza, Md Taujuddin, Nik Shahidah Afifi
• Format: Article
• Language: English
• Published: Mdpi 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/10081/1/J16188_001cf5dff0bc3a42365b2bcdb33bad98.pdf; http://eprints.uthm.edu.my/10081/; https://doi.org/10.3390/computers12010007
• Institution: Universiti Tun Hussein Onn Malaysia

Feature Selection in High Dimensional Space is a combinatory optimization problem with an NP-hard nature. Meta-heuristic searching with embedding information theory-based criteria in the fitness function for selecting the relevant features is used widely in current feature selection algorithms. Howe...