Binary Tree Growth Algorithm for Feature Selection

Version 1.3 (61,5 ko) par Jingwei Too

A feature selection algorithm, named as Binary Tree Growth Algorithm (BTGA) is applied for feature selection tasks.

https://github.com/JingweiToo/Binary-Tree-Growth-Algorithm-for-Feature-Selection

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Mise à jour 20 déc. 2020

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This toolbox offers a Binary Tree Growth Algorithm (BTGA)

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

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Citation pour cette source

Too, Jingwei, et al. “Feature Selection Based on Binary Tree Growth Algorithm for the Classification of Myoelectric Signals.” Machines, vol. 6, no. 4, MDPI AG, Dec. 2018, p. 65, doi:10.3390/machines6040065.

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Compatibilité avec les versions de MATLAB

Créé avec R2018a

Compatible avec toutes les versions

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Version	Publié le	Notes de version
1.3	20 déc. 2020	See release notes for this release on GitHub: https://github.com/JingweiToo/Binary-Tree-Growth-Algorithm-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
1.0.4	23 juil. 2020	-	Télécharger
1.0.3	23 juil. 2020	-	Télécharger
1.0.2	23 juil. 2020	-	Télécharger
1.0.1	22 juil. 2020	-	Télécharger
1.0.0	22 juil. 2020		Télécharger

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

MLA	Too, Jingwei, et al. “Feature Selection Based on Binary Tree Growth Algorithm for the Classification of Myoelectric Signals.” Machines, vol. 6, no. 4, MDPI AG, Dec. 2018, p. 65, doi:10.3390/machines6040065.
APA	Too, J., Abdullah, A., Saad, N. M., & Ali, N. M. (2018). Feature Selection Based on Binary Tree Growth Algorithm for the Classification of Myoelectric Signals. Machines, 6(4), 65. MDPI AG. Retrieved from https://doi.org/10.3390%2Fmachines6040065
BibTeX	@article{Too_2018, doi = {10.3390/machines6040065}, url = {https://doi.org/10.3390%2Fmachines6040065}, year = 2018, month = {dec}, publisher = {{MDPI} {AG}}, volume = {6}, number = {4}, pages = {65}, author = {Jingwei Too and Abdul Abdullah and Norhashimah Mohd Saad and Nursabillilah Mohd Ali}, title = {Feature Selection Based on Binary Tree Growth Algorithm for the Classification of Myoelectric Signals}, journal = {Machines} }