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mvpa.clfs.libsvmc.sens

Provide sensitivity measures for libsvm’s SVM.

The comprehensive API documentation for this module, including all technical details, is available in the Epydoc-generated API reference for mvpa.clfs.libsvmc.sens (for developers).

LinearSVMWeights

class mvpa.clfs.libsvmc.sens.LinearSVMWeights(clf, **kwargs)

Bases: mvpa.measures.base.Sensitivity

SensitivityAnalyzer for the LIBSVM implementation of a linear SVM.

Initialize the analyzer with the classifier it shall use.

Parameters:
  • clf (LinearSVM) – classifier to use. Only classifiers sub-classed from LinearSVM may be used.

See also

Derived classes might provide additional methods via their base classes. Please refer to the list of base classes (if it exists) at the begining of the LinearSVMWeights documentation.

Full API documentation of LinearSVMWeights in module mvpa.clfs.libsvmc.sens.