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PDF-AStudyonSigmoidKernelsforSVMandtheTrainingofnon-PSDKernelsbySMO-typeMe

PDF-AStudyonSigmoidKernelsforSVMandtheTrainingofnon-PSDKernelsbySMO-typeMe

Author : liane-varnes | Published Date : 2015-10-22

1IntroductionGiventrainingvectorsxi2Rni1lintwoclasseslabeledbythevectory2f11glThesupportvectormachineSVMBoserGuyonandVapnik1992CortesandVapnik1995separatesthetrainingvectorsinamap

1IntroductionGiventrainingvectorsxi2Rn;i=1;:::;lintwoclasses labeledbythevectory2f+1;1gl.Thesupportvectormachine(SVM)(Boser Guyon andVapnik1992;CortesandVapnik1995)separatesthetrainingvectorsina-map

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