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[svm] Train with linear kernels in linear time #17

@vsekhar

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@vsekhar

SVMs with linear kernels can be trained in O(n) time, as in LIBLINEAR.

Can svmTrain fast-path to an O(n) solver when svm.Kernel == "linear"?

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