Binary Atom Search Optimization for Feature Selection

A new feature selection algorithm, named as Binary Atom Search Optimization (BASO) is applied for feature selection tasks.

https://github.com/JingweiToo/Binary-Atom-Search-Optimization-for-Feature-Selection

Version 1.3 (61.5 KB)
334 Downloads
(1)
19 Dec 2020

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This toolbox offers a Binary Atom Search Optimization (BASO)

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

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Cite As

Too, Jingwei, and Abdul Rahim Abdullah. “Binary Atom Search Optimisation Approaches for Feature Selection.” Connection Science, vol. 32, no. 4, Informa UK Limited, Mar. 2020, pp. 406–30, doi:10.1080/09540091.2020.1741515.

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General Information

MATLAB Release Compatibility

  • Compatible with any release

Platform Compatibility

  • Windows
  • macOS
  • Linux
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Version Published Release Notes
1.3

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

Improve code for the fitness function
1.1.0

change to hold-out
1.0.3

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1.0.2

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1.0.1

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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.