Atom Search Optimization for Feature Selection

Version 1.3 (61.4 KB) by Jingwei Too
Application of Atom Search Optimization (ASO) in the feature selection tasks.
4.0
(1)
296 Downloads
Updated 20 Dec 2020
View License on GitHub

This toolbox offers an Atom Search Optimization (ASO) method

The < Main.m file > illustrates the example of how ASO can solve the feature selection problem using benchmark data-set.

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Cite As

Too, Jingwei, and Abdul Rahim Abdullah. “Chaotic Atom Search Optimization for Feature Selection.” Arabian Journal for Science and Engineering, vol. 45, no. 8, Springer Science and Business Media LLC, Mar. 2020, pp. 6063–79, doi:10.1007/s13369-020-04486-7.

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MATLAB Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
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Version Published Release Notes
1.3

See release notes for this release on GitHub: https://github.com/JingweiToo/Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3
1.2

Improve code for the fitness function
1.1.0

Update one error
1.0.5

change to hold-out
1.0.1

typo
1.0.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.