@Override
public void actionPerformed(ActionEvent e) {
// TODO Auto-generated method stub
if (e.getSource() == backButton) {
CardLayout cl = (CardLayout) (this.card.getLayout());
cl.show(this.card, "Menu");
}
// browse for source folder in preprocessing
else if (e.getSource() == selectFolder1) {
int a = srcFolder.showOpenDialog(this);
if (a == JFileChooser.APPROVE_OPTION) {
File file = srcFolder.getSelectedFile();
folder1.setText(file.getAbsolutePath());
}
}
// browse for destination folder in preprocessing
else if (e.getSource() == selectDest) {
int a = destFolder.showOpenDialog(this);
if (a == JFileChooser.APPROVE_OPTION) {
File file = destFolder.getSelectedFile();
destination.setText(file.getAbsolutePath());
}
}
// browse for source folder in train/test
else if (e.getSource() == selectFolder2) {
int a = tFolder.showOpenDialog(this);
if (a == JFileChooser.APPROVE_OPTION) {
File file = tFolder.getSelectedFile();
folder2.setText(file.getAbsolutePath());
}
}
// run test/train
else if (e.getSource() == run) {
String path = folder2.getText();
if (train.isSelected()) {
// reset graph and summary table
resetResults();
TrainTask trainTask = new TrainTask(this, path);
// task.addPropertyChangeListener(this);
trainTask.execute();
run.setEnabled(false);
} else if (test.isSelected()) {
TestTask testTask = new TestTask(this, path);
testTask.execute();
run.setEnabled(false);
} else if (eval.isSelected()) {
// read the images
// p.getAllFeatures2(path, "cross_validation_data");
task = new Task(this);
// task.addPropertyChangeListener(this);
task.execute();
run.setEnabled(false);
}
}
// crop datasets
else if (e.getSource() == crop) {
String sourcePath = folder1.getText().replace("\\", "/") + "/";
String destinationPath = destination.getText().replace("\\", "/") + "/";
p.cropImages(setList.getSelectedIndex() + 1, sourcePath, destinationPath);
} else if (e.getSource() == viewResults) {
resultsDialog.setVisible(true);
} else if (e.getSource() == viewConfButton) {
d.setVisible(true);
}
// show confusion matrix
else if (e.getSource() == viewANN) {
// change color of button
viewANN.setColor("orange");
viewSVM.setColor("blue");
viewBN.setColor("blue");
this.fillConfTable(evalANN.confusionMatrix());
} else if (e.getSource() == viewSVM) {
viewSVM.setColor("orange");
viewBN.setColor("blue");
viewANN.setColor("blue");
this.fillConfTable(evalSVM.confusionMatrix());
} else if (e.getSource() == viewBN) {
viewBN.setColor("orange");
viewANN.setColor("blue");
viewSVM.setColor("blue");
this.fillConfTable(evalNB.confusionMatrix());
}
}
