Computer Science ›› 2009, Vol. 36 ›› Issue (6): 258-261.

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LI Ze-zhong BAI Yong (Department of Computer, Chongqing Electric Power College, Chongqing 400053, China)   

  • Online:2018-11-16 Published:2018-11-16

Abstract: Kernel density estimation can be used to estimate the conditional class probability density functions and the key problem is to choose the bandwidth of the kernel. In this study, a method that the bandwidth is optimized through maximizing the area under t

Key words: Bayes classifier,Kernel density estimation,Bandwidth parameter,ROC curve

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