Feature subset selection using a genetic algorithm
نویسندگان
چکیده
منابع مشابه
Feature Subset Selection Using a Genetic Algorithm Feature Subset Selection Using a Genetic Algorithm
Practical pattern classiication and knowledge discovery problems require selection of a subset of attributes or features (from a much larger set) to represent the patterns to be classiied. This paper presents an approach to the multi-criteria optimization problem of feature subset selection using a genetic algorithm. Our experiments demonstrate the feasibility of this approach for feature subse...
متن کاملFeature Subset Selection Using a Genetic Algorithm
Practical pattern classi cation and knowledge discovery problems require selection of a subset of attributes or features (from a much larger set) to represent the patterns to be classi ed. This paper presents an approach to the multi-criteria optimization problem of feature subset selection using a genetic algorithm. Our experiments demonstrate the feasibility of this approach for feature subse...
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The analysis of large biological data sets that arise in gene expression or proteomics experiments often involves the selection of a subset of the available features that supports efficient classification. Finding multiple, distinct solutions to the feature subset selection problem may lead to increased biological insights. In this paper we address the problem of finding multiple solutions to t...
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ژورنال
عنوان ژورنال: IEEE Intelligent Systems
سال: 1998
ISSN: 1094-7167
DOI: 10.1109/5254.671091