Package mvpa :: Package tests :: Module test_datameasure :: Class SensitivityAnalysersTests

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# Class SensitivityAnalysersTests

source code

Instance Methods | [hide private]

setUp(self) | source code

testBasic(self, dsm) | source code

testAnalyzerWithSplitClassifier(self, clf) Test analyzers in split classifier | source code

testMappedClassifierSensitivityAnalyzer(self, clf) Test sensitivity of the mapped classifier | source code

testLinearSVMWeights(self, svm) | source code

testLinearSVMWeightsPerClass(self, svm) | source code

testSplitFeaturewiseDatasetMeasure(self) | source code

__testFSPipelineWithAnalyzerWithSplitClassifier(self, basic_clf) | source code

testUnionFeatureSelection(self) | source code

Method Details | [hide private]

### testBasic(self, dsm)

source code

Decorators:
  - `@sweepargs(dsm= _MEASURES_2_SWEEP)`

### testAnalyzerWithSplitClassifier(self, clf)

source code

Test analyzers in split classifier

Decorators:
  - `@sweepargs(clf= clfswh ['has_sensitivity'])`

### testMappedClassifierSensitivityAnalyzer(self, clf)

source code

Test sensitivity of the mapped classifier

Decorators:
  - `@sweepargs(clf= clfswh ['has_sensitivity'])`

### testLinearSVMWeights(self, svm)

source code

Decorators:
  - `@sweepargs(svm= clfswh ['linear', 'svm'])`

### testLinearSVMWeightsPerClass(self, svm)

source code

Decorators:
  - `@sweepargs(svm= clfswh ['linear', 'svm', 'libsvm', '!sg', '!meta'])`

### __testFSPipelineWithAnalyzerWithSplitClassifier(self, basic_clf)

source code

Decorators:
  - `@sweepargs(basic_clf= clfswh ['has_sensitivity'])`