A new mutation operation for faster convergence in genetic algorithm feature selection
Feature selection is an important step in data classification because it has a high impact on classification accuracy. Feature selection using Genetic Algorithm (GA) is usually done in a wrapper method. The process is time consuming especially for large dimensional database. We propose a new mutatio...
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Main Authors: | , , |
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Format: | Article |
Published: |
ICIC International
2012
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Subjects: | |
Online Access: | http://eprints.utm.my/id/eprint/32760/ http://www.ijicic.org/ijicic-imip0207.pdf |
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Institution: | Universiti Teknologi Malaysia |