Atom Search Optimization for Feature Selection

バージョン 1.3 (61.4 KB) 作成者: Jingwei Too

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

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

フォロー

4.0

(1)

ダウンロード: 286

更新 2020/12/20

GitHub でライセンスを表示

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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引用

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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バージョン	公開済み	リリースノート
1.3	2020/12/20	See release notes for this release on GitHub: https://github.com/JingweiToo/Atom-Search-Optimization-for-Feature-Selection/releases/tag/1.3	ダウンロード
1.2	2020/10/22	Improve code for the fitness function	ダウンロード
1.1.0	2020/7/23	Update one error	ダウンロード
1.0.5	2020/7/23	change to hold-out	ダウンロード
1.0.1	2020/7/23	typo	ダウンロード
1.0.0	2020/7/23		ダウンロード

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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} }