a tutorial on ν -support vector machines

國立臺灣大學資訊工程學系Chen, Pai-HsuenPai-HsuenChenLin, Chih-JenChih-JenLinScholkopf, BernhardBernhardScholkopf2006-09-272018-07-052006-09-272018-07-052003-11-02http://ntur.lib.ntu.edu.tw//handle/246246/20060927122859429440We briefly describe the main ideas of statistical learning theory, support vector machines (SVMs), & kernel feature spaces.We place particular emphasis on a description of the so-called º-SVM, including details of the algorithm & its implementation, theoretical results, & practical applicationsapplication/pdf363661 bytesapplication/pdfzh-TWSVMa tutorial on ν -support vector machinesjournal articlehttp://ntur.lib.ntu.edu.tw/bitstream/246246/20060927122859429440/1/nusvmtutorial.pdf