private void ClassificationButton_Click(object sender, EventArgs e)
{
List <Data> Trainingdataset = Utility.LoadDataset(DatasetType.Training);
TrainModel train = null;
if (comboBox1.SelectedIndex == 0)
{
train = new TrainModel(ViewModel.FeatureExtraction.FeatureExtractionType.EuclideanDistance, ClassifierType.Bayesian);
}
else if (comboBox1.SelectedIndex == 1)
{
train = new TrainModel(ViewModel.FeatureExtraction.FeatureExtractionType.EuclideanDistance, ClassifierType.KNearestNeighbour);
}
train.Train(Trainingdataset);
OpenFileDialog f = new OpenFileDialog();
if (DialogResult.OK == f.ShowDialog())
{
ScoreModel score = new ScoreModel(train, int.Parse(KNNTextBox.Text));
List <Vector2> features = Utility.LoadPoints(f.FileName);
int estimatedClass = score.Classify(features);
ExpectedClassLabel.Text = estimatedClass.ToString();
AppModel app = new AppModel(@"C:\Program Files (x86)\Notepad++\notepad++.exe");
try
{
if (estimatedClass == 0)
{
app.Close();
}
else if (estimatedClass == 1)
{
app.Minimize();
}
else if (estimatedClass == 2)
{
app.Open();
}
else if (estimatedClass == 3)
{
app.Restore();
}
}
catch
{
MessageBox.Show("Couldn't take that action, please make sure that the specified program is already opened");
}
}
/*for(int i=0;i<40;)
* {
* Vector2 a = new Vector2();
* a.x = double.Parse(inputarr[i++].Text);
* a.y = double.Parse(inputarr[i++].Text);
* features.Add(a);
* }*/
}
