Feature Weighting
MATLAB Source Code for Feature Weighting with Ant Lion optimization
You are now following this Submission
- You will see updates in your followed content feed
- You may receive emails, depending on your communication preferences
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.
Acknowledgements
Inspired by: Ant Lion Optimizer (ALO)
General Information
- Version 1.0.1.4 (4.02 KB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
