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support vector classification machine % soft margin % uses "kernel.m" % % xtrain: (Ltrain,N) wit

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support vector classification machine % soft margin % uses "kernel.m" % % xtrain: (Ltrain,N) with Ltrain: number of points N: dimension % ytrain: (Ltrain,1) containing class labels (-1 or +1) % xrun: (Lrun,N) with Lrun: number of points N: dimension % atrain: alpha coefficients (from svcm_train on xtrain and ytrain) % btrain: offest coefficient (from svcm_train on xtrain and ytrain) % % ypred: predicted y (Lrun,1) containing class labels (-1 or +1) % margin: (signed) separation from the separating hyperplane (Lrun,1

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