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《Computer Engineering and Applications》 2010-03
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Technique for constructing multiple classification systems based on rough set reduction

WANG Ming-yang1,2,YU Da-ren2,HU Qing-hua2 1.Information and Computer Engineering College,Northeast Forestry University,Harbin 150040,China 2.School of Astronautic,Harbin Institute of Technology,Harbin 150001,China  
Multiple classification systems(MCSs) are a new classification technique rising in recent years.In order to the classification performance of MCSs,a technique is proposed to construct multiple classification systems based on rough set reduction.The method of selecting the single classifiers in two points is presented,which is the point of input and output respectively.Experiments show that the MCSs constructed by the method based on output get the best classification performances.
【Fund】: 东北林业大学青年科研基金No.07024~~
【CateGory Index】: TP391.41
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