Class ErrorsTests

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Instance Methods

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testConfusionMatrix(self)

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testDegenerateConfusion(self)

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testConfusionMatrixACC(self)

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testConfusionMatrixWithMappings(self)

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testConfusionBasedError(self, l_clf)

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testNullDistProb(self, l_clf)

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testPerSampleError(self, l_clf)

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testAUC(self, clf)
Test AUC computation

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testConfusionPlot(self)
Based on existing cell dataset results.

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testConfusionPlot2(self)
Based on a sample confusion which plots incorrectly

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Method Details

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testConfusionBasedError(self, l_clf)

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Decorators:

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

testNullDistProb(self, l_clf)

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Decorators:

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

testPerSampleError(self, l_clf)

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Decorators:

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

testAUC(self, clf)

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Test AUC computation

Decorators:

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

testConfusionPlot(self)

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Based on existing cell dataset results.

Let in for possible future testing, but is not a part of the unittests suite

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