/** * tests whether the classifier alters the training set during training. * * @see CheckClassifier#datasetIntegrity(boolean, boolean, boolean, boolean, * boolean, boolean, int, boolean, boolean) * @see CheckClassifier#testsPerClassType(int, boolean, boolean, boolean) */ public void testDatasetIntegrity() { boolean[] result; int i; for (i = FIRST_CLASSTYPE; i <= LAST_CLASSTYPE; i++) { // does the classifier support this type of class at all? if (!canPredict(i)) { continue; } result = m_Tester.datasetIntegrity(m_NominalPredictors[i], m_NumericPredictors[i], m_StringPredictors[i], m_DatePredictors[i], m_RelationalPredictors[i], m_multiInstanceHandler, i, m_handleMissingPredictors[i], m_handleMissingClass[i]); if (!result[0] && !result[1]) { fail("Training set is altered during training (" + getClassTypeString(i) + " class)!"); } } }
/** * tests whether the classifier alters the training set during training. * * @see CheckClassifier#datasetIntegrity(boolean, boolean, boolean, boolean, * boolean, boolean, int, boolean, boolean) * @see CheckClassifier#testsPerClassType(int, boolean, boolean, boolean) */ public void testDatasetIntegrity() { boolean[] result; int i; for (i = FIRST_CLASSTYPE; i <= LAST_CLASSTYPE; i++) { // does the classifier support this type of class at all? if (!canPredict(i)) { continue; } result = m_Tester.datasetIntegrity(m_NominalPredictors[i], m_NumericPredictors[i], m_StringPredictors[i], m_DatePredictors[i], m_RelationalPredictors[i], m_multiInstanceHandler, i, m_handleMissingPredictors[i], m_handleMissingClass[i]); if (!result[0] && !result[1]) { fail("Training set is altered during training (" + getClassTypeString(i) + " class)!"); } } }
datasetIntegrity(PNom, PNum, PStr, PDat, PRel, multiInstance, classType, handleMissingPredictors, handleMissingClass); doesntUseTestClassVal(PNom, PNum, PStr, PDat, PRel, multiInstance,
datasetIntegrity(PNom, PNum, PStr, PDat, PRel, multiInstance, classType, handleMissingPredictors, handleMissingClass); doesntUseTestClassVal(PNom, PNum, PStr, PDat, PRel, multiInstance,