Support vector machines and kernel methods#

SVMs, kernel ridge and kernel approximations.

kernel_methods

Kernel methods: kernel ridge regression and kernel feature approximations.

KernelRidge

Kernel ridge regression.

LinearSVC

Linear support vector classification.

LinearSVR

Linear support vector regression.

Nystroem

Approximate a kernel map with the Nystroem method.

RBFSampler

Approximate the RBF kernel with random Fourier features.

SVC

C-support vector classification.

svm

Support vector machines.

SVR

Epsilon-support vector regression.