// Called when the user tries to open a file to test the classifier.
private void testingFile_button_Click(object sender, EventArgs e)
{
// Scroll to the end of the text box.
classificationLog_richTextBox.SelectionStart = classificationLog_richTextBox.Text.Length;
classificationLog_richTextBox.ScrollToCaret();
if (testing_openFileDialog.ShowDialog() == DialogResult.OK)
{
testingData = new ClassificationData();
// Return if file was not open and parsed correctly.
if (!testingData.OpenAndParseFile(testing_openFileDialog.FileName, true))
{
classificationLog_richTextBox.SelectionColor = Color.Red;
classificationLog_richTextBox.SelectedText =
"=====> Testing file: " +
testing_openFileDialog.FileName +
" was not opened or parsed correctly." +
Environment.NewLine;
return;
}
testingFileLoaded = true;
classificationLog_richTextBox.SelectionColor = Color.Green;
classificationLog_richTextBox.SelectedText =
"=====> Testing file: " +
testing_openFileDialog.FileName +
" was opened successfully." +
Environment.NewLine;
reset_button.Enabled = true;
testClassifier_button.Enabled = trainingFileLoaded && testingFileLoaded && dataTrained;
}
}
// Called when the user tries to open a file to train the classifier.
private void trainingFile_button_Click(object sender, EventArgs e)
{
// Scroll to the end of the text box.
classificationLog_richTextBox.SelectionStart = classificationLog_richTextBox.Text.Length;
classificationLog_richTextBox.ScrollToCaret();
if (training_openFileDialog.ShowDialog() == DialogResult.OK)
{
trainingData = new ClassificationData();
// Return if the file was not open and parsed correctly.
if (!trainingData.OpenAndParseFile(training_openFileDialog.FileName, true))
{
classificationLog_richTextBox.SelectionColor = Color.Red;
classificationLog_richTextBox.SelectedText =
"=====> Training file: " +
training_openFileDialog.FileName +
" was not opened or parsed correctly." +
Environment.NewLine;
return;
}
trainingFileLoaded = true;
classificationLog_richTextBox.SelectionColor = Color.Green;
classificationLog_richTextBox.SelectedText =
"=====> Training file: " +
training_openFileDialog.FileName +
" was opened successfully. " +
Environment.NewLine;
// Activate some window's controls if the file was loaded successfully.
attributeToPredict_comboBox.DataSource = trainingData.AllColumnNames;
attributeToPredict_comboBox.SelectedIndex = -1;
attributeToPredict_comboBox.Enabled = true;
classifierToUse_comboBox.DataSource = classificationMethods;
classifierToUse_comboBox.SelectedIndex = -1;
classifierToUse_comboBox.Enabled = true;
dataset_dataGridView.DataSource = trainingData.ExtractedDataset;
dataset_dataGridView.Enabled = true;
classificationLog_richTextBox.Enabled = true;
trainClassifier_button.Enabled = attributeChosen && classifierChosen;
reset_button.Enabled = true;
testClassifier_button.Enabled = trainingFileLoaded && testingFileLoaded && dataTrained;
}
}