Journal of Guangxi Normal University(Natural Science Edition) ›› 2010, Vol. 28 ›› Issue (3): 109-112.

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Research and Application of Experience-based Classification Method

ZHU Dai-hui, CHEN Guang-peng, YANG Yu-bin   

  1. State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing Jiangsu 210093,China
  • Received:2010-05-13 Online:2010-09-20 Published:2023-02-06

Abstract: With the brief introduction of predictive data miningtask,this paper discusses how to reduce the high dimensionality of data samples and classify the dataset correctly,which has very few samples but large amounts of features or variables.Afterwards,this paper proposes a novel classifier based on the above discussion,which is easily implemented.Finally,the application of the proposed classifier is discussed.

Key words: curse of dimensionality, classification, overfitting, SVM

CLC Number: 

  • TP301.6
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