Provides clfs dictionary with instances of all available classifiers.

Inheritance diagram of mvpa2.testing.clfs


Classifier([space]) Abstract classifier class to be inherited by all classifiers
Dataset(samples[, sa, fa, a]) Generic storage class for datasets with multiple attributes.
FeaturewiseMeasure([null_dist]) A per-feature-measure computed from a Dataset (base class).
Less1Classifier(\*\*kwargs) Dummy classifier which reports +1 class if abs value of max less than 1
LinearCSVMC([C]) C-SVM classifier using linear kernel.
LinearNuSVMC([nu]) Nu-SVM classifier using linear kernel.
LinearSVMKernel alias of LinearLSKernel
RandomClassifier(\*\*kwargs) Dummy classifier deciding on labels absolutely randomly
RbfCSVMC([C]) C-SVM classifier using a radial basis function kernel
RbfNuSVMC([nu]) Nu-SVM classifier using a radial basis function kernel
RbfSVMKernel alias of RbfLSKernel
SMLR(\*\*kwargs) Sparse Multinomial Logistic Regression Classifier.
SVM(\*\*kwargs) Support Vector Machine Classifier.
SameSignClassifier(\*\*kwargs) Dummy classifier which reports +1 class if both features have
SillySensitivityAnalyzer([mult]) Simple one which just returns xrange[-N/2, N/2], where N is the
kNN([k, dfx, voting]) k-Nearest-Neighbour classifier.