On 06/03/2013 06:41 AM, Vlad Niculae wrote: > With the right settings, SGDClassifier is a home cooked implementation > of SVM so there's that too. > That is true. Thinking about it, it is a bit weird that SGDClassifier is in linear_model and LinearSVC is in svm, as they both solve the same optimization problem by default (actually the loss is squared hinge-loss in LinearSVC so SGDClassifier is even more of a classical SVM).
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