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Feature Weighting

version 1.0.1.4 (4.02 KB) by Dalwinder Singh
MATLAB Source Code for Feature Weighting with Ant Lion optimization

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Updated 13 Dec 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

Cite As

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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MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Acknowledgements

Inspired by: Ant Lion Optimizer (ALO)

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