An improved support vector machines model in medical data analysis

DOI10.1504/IJMMNO.2010.031747zbMath1184.62103OpenAlexW2034144537MaRDI QIDQ964134

Ping-Feng Pai, Hsin-Hua Chen, Ying-Zhieh Cho, Ja-Chih Fu, Fong-Chuan Lee

Publication date: 15 April 2010

Published in: International Journal of Mathematical Modelling and Numerical Optimisation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1504/ijmmno.2010.031747

zbMATH Keywords

classificationdimension reductiongenetic algorithmsfactor analysissupport vector machinesparameter selectionfeature selectionSVMhoney bee mating optimisationkernel sliced inverse regressionmedical data analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Approximation methods and heuristics in mathematical programming (90C59)

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