Fast Feature Selection in a GPU Cluster Using the Delta Test

Fast Feature Selection in a GPU Cluster Using the Delta Test

Feature or variable selection still remains an unsolved problem, due to the infeasible evaluation of all the solution space. Several algorithms based on heuristics have been proposed so far with successful results. However, these algorithms were not designed for considering very large datasets, maki...

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Bibliographic Details
Main Authors: Alberto Guillén, M. Isabel García Arenas, Mark van Heeswijk, Dusan Sovilj, Amaury Lendasse, Luis Javier Herrera, Héctor Pomares, Ignacio Rojas
Format: Article
Language:English
Published: MDPI AG 2014-02-01
Series:Entropy
Subjects:
general-purpose computing on graphics processing units (GPGPU)
feature selection
variable selection
big data
Online Access:http://www.mdpi.com/1099-4300/16/2/854

Internet

http://www.mdpi.com/1099-4300/16/2/854

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