SVM and also the approximate kernel SVM could be greatly accelerated by using stochastic gradient descent via :class:`sklearn.linear_model.SGDClassifier`. This is not easily possible for the case of ...

Kernel Approximation This submodule contains functions that approximate the feature mappings that correspond to certain kernels, as they are used for example in support vector machines (see svm). The ...