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Genetic Algorithm for Feature Selection

version 1.0.1 (60 KB) by Jingwei Too
Simple algorithm shows how genetic algorithm (GA) used in feature selection problem.

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Updated 30 Jun 2019

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I provide a simple genetic algorithm (GA) for feature selection tasks, which can select the potential features to improve the classification accuracy.

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

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Detail of GA2 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). Genetic Algorithm for Feature Selection (https://www.mathworks.com/matlabcentral/fileexchange/71547-genetic-algorithm-for-feature-selection), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (3)

Updates

1.0.1

Simplify program

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

Genetic Algorithm for Feature Selection