ISSN 1002-1027  CN 11-2952/G2

Acta scientiarum naturalium Universitatis Pekinensis

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A Novel Classification Method—AMC-ASVM

SUN Xichen1,HE Renya2,FENG Jufu1   

  • Received:2006-02-02 Online:2007-01-20 Published:2007-01-20

Abstract: A novel pattern classification method, named AMC-ASVM, was proposed based on Attribute Mean Clustering and Support Vector Machine. The advantages of AMC-ASVM include robustness and high efficiency. AMC ASVM is the natural extension of Cluster Nearest Neighbor Classification as well. Application in Microarray Analysis shows the performance of the present method.