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Binary Differential Evolution for Feature Selection

version 1.0.2 (58.5 KB) by Jingwei Too
Binary version of Differential Evolution (DE), named as Binary Differential Evolution (BDE) is applied for feature selection tasks.

19 Downloads

Updated 30 Jun 2019

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This toolbox offers Binary Differential Evolution method
(1) BDE

The "Main" script illustrates the example on how BDE can solve the feature selection problem using benchmark data-set.

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Detail of BDE can be found in paper:
(1) Too, J.; Abdullah, A.R.; Mohd Saad, N.; Tee, W. EMG Feature Selection and Classification Using a Pbest-Guide Binary Particle Swarm Optimization. Computation 2019, 7, 12.

Cite As

Jingwei Too (2019). Binary Differential Evolution for Feature Selection (https://www.mathworks.com/matlabcentral/fileexchange/71515-binary-differential-evolution-for-feature-selection), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)

eric githua

Updates

1.0.2

-

1.0.1

Add paper

MATLAB Release Compatibility
Created with R2018a
Compatible with any release
Platform Compatibility
Windows macOS Linux

Binary Differential Evolution for Feature Selection