Improved Reptile Search Optimization Algorithm Using Chaotic Map and Simulated Annealing for Feature Selection in Medical Field

The increased volume of medical datasets has produced high dimensional features, negatively affecting machine learning (ML) classifiers. In ML, the feature selection process is fundamental for selecting the most relevant features and reducing redundant and irrelevant ones. The optimization algorithm...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Zenab Elgamal, Aznul Qalid Md Sabri, Mohammad Tubishat, Dina Tbaishat, Sharif Naser Makhadmeh, Osama Ahmad Alomari
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Reptile search algorithm (RSA) feature selection (FS) optimization algorithm chaos theory simulated annealing (SA)
Online Access:	https://ieeexplore.ieee.org/document/9774406/