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')}

Home

Trees

Indices

Help