mvpa2.testing.clfsΒΆ
Provides clfs dictionary with instances of all available classifiers.
Classes
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. |
