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

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Class SensitivityAnalysersTests

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Instance Methods

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setUp(self)

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testBasic(self, dsm)

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testAnalyzerWithSplitClassifier(self, clf)
Test analyzers in split classifier

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

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testLinearSVMWeights(self, svm)

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testLinearSVMWeightsPerClass(self, svm)

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testSplitFeaturewiseDatasetMeasure(self)

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__testFSPipelineWithAnalyzerWithSplitClassifier(self, basic_clf)

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testUnionFeatureSelection(self)

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Method Details

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testBasic(self, dsm)

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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)

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Test sensitivity of the mapped classifier

Decorators:

@sweepargs(clf= clfswh ['has_sensitivity'])

testLinearSVMWeights(self, svm)

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Decorators:

@sweepargs(svm= clfswh ['linear', 'svm'])

testLinearSVMWeightsPerClass(self, svm)

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Decorators:

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

__testFSPipelineWithAnalyzerWithSplitClassifier(self, basic_clf)

source code

Decorators:

@sweepargs(basic_clf= clfswh ['has_sensitivity'])

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