MC2ESVM: Multiclass Classification Based on Cooperative Evolution of Support Vector Machines.
IEEE Computational Intelligence Magazine(2018)
摘要
Support vector machines (SVMs) are one of the most powerful learning algorithms for solving classification problems. However, in their original formulation, they only deal with binary classification. Traditional extensions of the binary SVMs for multiclass problems are based either on decomposing the problem into a number of binary classification problems, which are then independently solved, or o...
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关键词
Optimization,Support vector machines,Support vector machine classification,Classification algorithms,Learning systems,Linear programming,Benchmark testing
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