Binary Atom Search Optimization for Feature Selection

Versione 1.3 (61,5 KB) da Jingwei Too

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

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Aggiornato 19 dic 2020

Visualizza la licenza su GitHub

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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Cita come

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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Versione	Pubblicato	Note della release
1.3	19 dic 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Binary-Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3	Scarica
1.2	22 ott 2020	Improve code for the fitness function	Scarica
1.1.0	23 lug 2020	change to hold-out	Scarica
1.0.3	23 lug 2020	-	Scarica
1.0.2	23 lug 2020	-	Scarica
1.0.1	23 lug 2020	-	Scarica
1.0.0	23 lug 2020		Scarica

Per visualizzare o segnalare problemi su questo componente aggiuntivo di GitHub, visita GitHub Repository.

MLA	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.
APA	Too, J., & Abdullah, A. R. (2020). Binary atom search optimisation approaches for feature selection. Connection Science, 32(4), 406–430. Informa UK Limited. Retrieved from https://doi.org/10.1080%2F09540091.2020.1741515
BibTeX	@article{Too_2020, doi = {10.1080/09540091.2020.1741515}, url = {https://doi.org/10.1080%2F09540091.2020.1741515}, year = 2020, month = {mar}, publisher = {Informa {UK} Limited}, volume = {32}, number = {4}, pages = {406--430}, author = {Jingwei Too and Abdul Rahim Abdullah}, title = {Binary atom search optimisation approaches for feature selection}, journal = {Connection Science} }