/**
* tests whether the Kernel alters the training set during training.
*
* @see CheckKernel#datasetIntegrity(boolean, boolean, boolean, boolean, boolean, boolean, int,
* boolean, boolean)
* @see CheckKernel#testsPerClassType(int, boolean, boolean)
*/
public void testDatasetIntegrity() {
boolean[] result;
int i;
for (i = FIRST_CLASSTYPE; i <= LAST_CLASSTYPE; i++) {
// does the Kernel 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)!");
}
}
