A hybrid genetic algorithm for feature selection wrapper based on mutual information

Jinjie Huang; Yunze Cai; Xiao‐Ming Xu

doi:10.1016/j.patrec.2007.05.011

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A hybrid genetic algorithm for feature selection wrapper based on mutual information

Jinjie Huang Yunze Cai Xiao‐Ming Xu

Year: 2007 Journal: Pattern Recognition Letters Vol: 28 (13)Pages: 1825-1844 Publisher: Elsevier BV

DOI: 10.1016/j.patrec.2007.05.011

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Keywords:

Mutual information Feature selection Pattern recognition (psychology) Artificial intelligence Computer science Classifier (UML) Conditional mutual information Fitness function Data mining Benchmark (surveying) Redundancy (engineering) Feature (linguistics) Algorithm Genetic algorithm Machine learning

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Metaheuristic Optimization Algorithms Research

Physical Sciences → Computer Science → Artificial Intelligence

Evolutionary Algorithms and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

A hybrid genetic algorithm for feature selection wrapper based on mutual information

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