public void DoClassification(Prepare Pdata, List <string> emos)
{
// Use the function FilterEmotionWords() instead of CorpusTokenize() to try the filtered emotion words version of the project
//training phase
List <string[]> TrainingSet = CorpusTokenize(Pdata.GetTraining().Keys.ToList());
foreach (string v in emos)
{
MLkernel.TrainSession(TrainingSet, Pdata.GetExpected(v, Pdata.GetTraining()).ToArray(), v);
}
// classification phase
List <string[]> TestSet = CorpusTokenize(Pdata.GetTesting().Keys.ToList());
foreach (string v in emos)
{
List <int> ex = Pdata.GetExpected(v, Pdata.GetTesting());
int[] pred = MLkernel.TestSession(TestSet, v);
ComputePR(ex, pred);
}
System.IO.File.WriteAllLines("C:/Users/FthiA/Desktop/Emotion extraction/Phase12/Dataset/Missed_words.txt", MLkernel.Getmissed());
}