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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.


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.

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.

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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Binary Atom Search Optimization for Feature Selection