Binary Differential Evolution for Feature Selection

Version 1.3 (61,1 KB) von Jingwei Too

The binary version of Differential Evolution (DE), named as Binary Differential Evolution (BDE) is applied for feature selection tasks.

https://github.com/JingweiToo/Binary-Differential-Evolution-for-Feature-Selection

Verfolgen

4.5

(2)

697 Downloads

Aktualisiert 20 Dez 2020

Lizenz auf GitHub anzeigen

This toolbox offers Binary Differential Evolution (BDE) method

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

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

Zitieren als

Too, Jingwei, et al. “Hybrid Binary Particle Swarm Optimization Differential Evolution-Based Feature Selection for EMG Signals Classification.” Axioms, vol. 8, no. 3, MDPI AG, July 2019, p. 79, doi:10.3390/axioms8030079.

Mehrere Stile anzeigen

Too, Jingwei, et al. “EMG Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization.” Computation, vol. 7, no. 1, MDPI AG, Feb. 2019, p. 12, doi:10.3390/computation7010012.

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	20 Dez 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Binary-Differential-Evolution-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
1.0.4	22 Jul 2020	-	Herunterladen
1.0.3	22 Jul 2020	-	Herunterladen
1.0.2	30 Jun 2019	-	Herunterladen
1.0.1	11 Mai 2019	Add paper	Herunterladen
1.0.0	11 Mai 2019		Herunterladen

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

MLA	Too, Jingwei, et al. “Hybrid Binary Particle Swarm Optimization Differential Evolution-Based Feature Selection for EMG Signals Classification.” Axioms, vol. 8, no. 3, MDPI AG, July 2019, p. 79, doi:10.3390/axioms8030079.
APA	Too, J., Abdullah, A. R., & Saad, N. M. (2019). Hybrid Binary Particle Swarm Optimization Differential Evolution-Based Feature Selection for EMG Signals Classification. Axioms, 8(3), 79. MDPI AG. Retrieved from https://doi.org/10.3390%2Faxioms8030079
BibTeX	@article{Too_2019, doi = {10.3390/axioms8030079}, url = {https://doi.org/10.3390%2Faxioms8030079}, year = 2019, month = {jul}, publisher = {{MDPI} {AG}}, volume = {8}, number = {3}, pages = {79}, author = {Jingwei Too and Abdul Rahim Abdullah and Norhashimah Mohd Saad}, title = {Hybrid Binary Particle Swarm Optimization Differential Evolution-Based Feature Selection for {EMG} Signals Classification}, journal = {Axioms} }

MLA	Too, Jingwei, et al. “EMG Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization.” Computation, vol. 7, no. 1, MDPI AG, Feb. 2019, p. 12, doi:10.3390/computation7010012.
APA	Too, J., Abdullah, A., Saad, N. M., & Tee, W. (2019). EMG Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization. Computation, 7(1), 12. MDPI AG. Retrieved from https://doi.org/10.3390%2Fcomputation7010012
BibTeX	@article{Too_2019, doi = {10.3390/computation7010012}, url = {https://doi.org/10.3390%2Fcomputation7010012}, year = 2019, month = {feb}, publisher = {{MDPI} {AG}}, volume = {7}, number = {1}, pages = {12}, author = {Jingwei Too and Abdul Abdullah and Norhashimah Mohd Saad and Weihown Tee}, title = {{EMG} Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization}, journal = {Computation} }