//Only 1 output: last instance
static public string do_Classification_bySerialClassfier_1out_standAlone
(SerializedClassifier serialClassifier, weka.core.Instances instances, int colClass)
{
instances.setClassIndex(colClass);
weka.core.Instance each = instances.instance(instances.numInstances() - 1);
double predictedClass = serialClassifier.classifyInstance(each);
return(instances.classAttribute().value((int)predictedClass));
}
static public List <string> do_Classification_bySerialClassfier_standAlone
(SerializedClassifier serialClassifier, weka.core.Instances instances, int colClass)
{
instances.setClassIndex(colClass);
List <string> listPredictClass = new List <string>();
double predictedClass; double actualClass; predict_numCorrect = 0;
weka.core.Instance each;
for (int i = 0; i < instances.numInstances(); i++)
{
each = instances.instance(i);
predictedClass = serialClassifier.classifyInstance(each);
actualClass = instances.instance(i).classValue();
if (predictedClass == actualClass)
{
predict_numCorrect++;
}
//Get Class Name
listPredictClass.Add(instances.classAttribute().value((int)predictedClass));
}
return(listPredictClass);
}
