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Improved PSO-based feature construction algorithm using Feature Selection Methods

Published • Mar 1, 2017
NobleIDNI1P86W25R20S64
Authors:
Afsaneh Mahanipour
,
Hossein Nezamabadi–pour

Abstract

Feature construction (FC) can improve the classification performance by creating powerful features from the original ones. Particle Swarm Optimization (PSO) is a global search technique that can construct features directly. We believe that using raw features may lead the PSO-based FC method to an in...

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