public Outcome MachineLearning(Instances instances)
{
Outcome outcome = new Outcome();
//load model
string projectPath = AppDomain.CurrentDomain.BaseDirectory;
LibSVM cls = (LibSVM)SerializationHelper.read(projectPath + "/MachineLearning/svmModel.model");
//predict outcome
instances.setClassIndex(19);
double[] values = cls.distributionForInstance(instances.instance(0));
if (values[0] < values[1])
{
outcome.Success = false;
}
else
{
outcome.Success = true;
}
return(outcome);
}
