Binary Atom Search Optimization for Feature Selection

Version 1.3 (61,5 ko) par 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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4.0

(1)

279 téléchargements

Mise à jour 19 déc. 2020

Afficher la licence sur 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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Citation pour cette source

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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Créé avec R2018a

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Version	Publié le	Notes de version
1.3	19 déc. 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Binary-Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3	Télécharger
1.2	22 oct. 2020	Improve code for the fitness function	Télécharger
1.1.0	23 juil. 2020	change to hold-out	Télécharger
1.0.3	23 juil. 2020	-	Télécharger
1.0.2	23 juil. 2020	-	Télécharger
1.0.1	23 juil. 2020	-	Télécharger
1.0.0	23 juil. 2020		Télécharger

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.

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} }