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Binary Atom Search Optimization for Feature Selection

version 1.1.0 (58.7 KB) by Jingwei Too
A new feature selection algorithm, named as Binary Atom Search Optimization (BASO) is applied for feature selection tasks.

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Updated 23 Jul 2020

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This toolbox offers a Binary Atom Search Optimization (BASO)

The "Main" script illustrates the example of how BASO can solve the feature selection problem using benchmark data-set.

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Detail of the algorithm can be found in the following paper:
[1] Too, J. and Rahim Abdullah, A., 2020. Binary atom search optimisation approaches for feature selection. Connection Science.
DOI: https://doi.org/10.1080/09540091.2020.1741515

Cite As

Too, Jingwei, and Abdul Rahim Abdullah. “Binary Atom Search Optimisation Approaches for Feature Selection.” Connection Science, Informa UK Limited, Mar. 2020, pp. 1–25, doi:10.1080/09540091.2020.1741515.

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MATLAB Release Compatibility
Created with R2018a
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Binary Atom Search Optimization for Feature Selection