Binary Atom Search Optimization for Feature Selection

Version 1.3 (61,5 KB) von 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

Verfolgen

4.0

(1)

299 Downloads

Aktualisiert 19. Dez 2020

Lizenz auf GitHub anzeigen

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.

**********************************************************************************************************************************

Zitieren als

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.

Mehrere Stile anzeigen

Kompatibilität der MATLAB-Version

Erstellt mit R2018a

Kompatibel mit allen Versionen

Plattform-Kompatibilität

Windows macOS Linux

Tags Tags hinzufügen

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Version	Veröffentlicht	Versionshinweise
1.3	19. Dez 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Binary-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	change to hold-out	Herunterladen
1.0.3	23. Jul 2020	-	Herunterladen
1.0.2	23. Jul 2020	-	Herunterladen
1.0.1	23. Jul 2020	-	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. “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} }