Package mvpa :: Package clfs :: Package libsvm :: Module svm
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Module svm

source code

Wrap the libsvm package into a very simple class interface.
Classes [hide private]
  SVM
Support Vector Machine Classifier.
  LinearSVMWeights
SensitivityAnalyzer for the LIBSVM implementation of a linear SVM.
Variables [hide private]
  known_svm_impl = {'C_SVC':(svm.svmc.C_SVC, 'C-SVM classificati...

Imports: N, Parameter, warning, StateVariable, Classifier, _SVM, Sensitivity, svm, debug, C_SVC, NU_SVC, ONE_CLASS, EPSILON_SVR, NU_SVR, LINEAR, POLY, RBF, SIGMOID, PRECOMPUTED


Variables Details [hide private]

known_svm_impl

Value:
{'C_SVC':(svm.svmc.C_SVC, 'C-SVM classification'), 'NU_SVC':(svm.svmc.\
NU_SVC, 'nu-SVM classification'), 'ONE_CLASS':(svm.svmc.ONE_CLASS, 'on\
e-class-SVM'), 'EPSILON_SVR':(svm.svmc.EPSILON_SVR, 'epsilon-SVM regre\
ssion'), 'NU_SVR':(svm.svmc.NU_SVR, 'nu-SVM regression')}