/**
* <summary> TestClassification an instance list with the current model.</summary>
*
* <param name="testSet">Test data (list of instances) to be tested.</param>
* <returns>The accuracy (and error) of the model as an instance of Performance class.</returns>
*/
public virtual Performance.Performance Test(InstanceList.InstanceList testSet)
{
var classLabels = testSet.GetUnionOfPossibleClassLabels();
var confusion = new ConfusionMatrix(classLabels);
for (var i = 0; i < testSet.Size(); i++)
{
var instance = testSet.Get(i);
confusion.Classify(instance.GetClassLabel(), model.Predict(instance));
}
return(new DetailedClassificationPerformance(confusion));
}
