i have 15 class and 100 sample .i want to calassification this sample whiit SVM.
i see in an paper "pairwise coupling approach" , but i dont know what is this aproch .
if anyone knows that , tell me.
tnx
Hi S.Younes Mirinezhad,
SVM solves multi-class problems using pairwise classification (or 1-vs-1). This means that the predicted probabilities are coupled using Hastie and Tibshirani's pairwise coupling method.
HTH.
Samer
Hello My Dear Friend
Pairwise coupling is a popular multi-class classification method that combines all comparisons for each pair of classes. This paper presents two approaches for obtaining class probabilities. Both methods can be reduced to linear systems and are easy to implement. It shows conceptually and experimentally that the proposed approaches are more stable than the two existing popular methods: voting and the method by Hastie and Tibshirani.
Also you can refer to the attached files.
your sincerely Hussain
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