Feature Weighting

Versión 1.0.1.4 (4,02 KB) por Dalwinder Singh

MATLAB Source Code for Feature Weighting with Ant Lion optimization

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Actualizado 13 dic 2020

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In this code Ant Lion optimization is used to search the feature weights along with the optimal value of nearest neighbor parameter (i.e. k) simultaneously.

Run Main.m file for demo.

The feature weighting with ALO is implemented in FW_ALO.m file. Check this file for more details.

The source code and datasets are also available at GitHub: https://github.com/dalwindercheema/featweight

Citar como

Singh, Dalwinder, and Birmohan Singh. “Hybridization of Feature Selection and Feature Weighting for High Dimensional Data.” Applied Intelligence, vol. 49, no. 4, Springer Science and Business Media LLC, Nov. 2018, pp. 1580–96, doi:10.1007/s10489-018-1348-2.

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Compatibilidad con la versión de MATLAB

Se creó con R2019b

Compatible con cualquier versión

Compatibilidad con las plataformas

Windows macOS Linux

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Inspirado por: Ant Lion Optimizer (ALO)

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Versión	Publicado	Notas de la versión
1.0.1.4	13 dic 2020	Minor Change in Code	Descargar
1.0.1.3	9 feb 2020	Description Update	Descargar
1.0.1.2	9 feb 2020	Description Update	Descargar
1.0.1.1	5 ene 2020	Description Update	Descargar
1.0.1	4 ene 2020	Description updated	Descargar
1.0.0	3 ene 2020		Descargar

MLA	Singh, Dalwinder, and Birmohan Singh. “Hybridization of Feature Selection and Feature Weighting for High Dimensional Data.” Applied Intelligence, vol. 49, no. 4, Springer Science and Business Media LLC, Nov. 2018, pp. 1580–96, doi:10.1007/s10489-018-1348-2.
APA	Singh, D., & Singh, B. (2018). Hybridization of feature selection and feature weighting for high dimensional data. Applied Intelligence, 49(4), 1580–1596. Springer Science and Business Media LLC. Retrieved from https://doi.org/10.1007%2Fs10489-018-1348-2
BibTeX	@article{Singh_2018, doi = {10.1007/s10489-018-1348-2}, url = {https://doi.org/10.1007%2Fs10489-018-1348-2}, year = 2018, month = {nov}, publisher = {Springer Science and Business Media {LLC}}, volume = {49}, number = {4}, pages = {1580--1596}, author = {Dalwinder Singh and Birmohan Singh}, title = {Hybridization of feature selection and feature weighting for high dimensional data}, journal = {Applied Intelligence} }