Atom Search Optimization for Feature Selection

Version 1.3 (61,4 KB) von Jingwei Too

Application of Atom Search Optimization (ASO) in the feature selection tasks.

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

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Aktualisiert 20 Dez 2020

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This toolbox offers an Atom Search Optimization (ASO) method

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

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Zitieren als

Too, Jingwei, and Abdul Rahim Abdullah. “Chaotic Atom Search Optimization for Feature Selection.” Arabian Journal for Science and Engineering, vol. 45, no. 8, Springer Science and Business Media LLC, Mar. 2020, pp. 6063–79, doi:10.1007/s13369-020-04486-7.

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Erstellt mit R2018a

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Version	Veröffentlicht	Versionshinweise
1.3	20 Dez 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3	Herunterladen
1.2	22 Okt 2020	Improve code for the fitness function	Herunterladen
1.1.0	23 Jul 2020	Update one error	Herunterladen
1.0.5	23 Jul 2020	change to hold-out	Herunterladen
1.0.1	23 Jul 2020	typo	Herunterladen
1.0.0	23 Jul 2020		Herunterladen

Um Probleme in diesem GitHub Add-On anzuzeigen oder zu melden, besuchen Sie das GitHub Repository.

MLA	Too, Jingwei, and Abdul Rahim Abdullah. “Chaotic Atom Search Optimization for Feature Selection.” Arabian Journal for Science and Engineering, vol. 45, no. 8, Springer Science and Business Media LLC, Mar. 2020, pp. 6063–79, doi:10.1007/s13369-020-04486-7.
APA	Too, J., & Abdullah, A. R. (2020). Chaotic Atom Search Optimization for Feature Selection. Arabian Journal for Science and Engineering, 45(8), 6063–6079. Springer Science and Business Media LLC. Retrieved from https://doi.org/10.1007%2Fs13369-020-04486-7
BibTeX	@article{Too_2020, doi = {10.1007/s13369-020-04486-7}, url = {https://doi.org/10.1007%2Fs13369-020-04486-7}, year = 2020, month = {mar}, publisher = {Springer Science and Business Media {LLC}}, volume = {45}, number = {8}, pages = {6063--6079}, author = {Jingwei Too and Abdul Rahim Abdullah}, title = {Chaotic Atom Search Optimization for Feature Selection}, journal = {Arabian Journal for Science and Engineering} }