private void button_Done_Click(object sender, EventArgs e)
{
Variables.cumul_data.ForEach(Console.WriteLine);
File.WriteAllLines(Constants.DATA_PATH, Variables.cumul_data);
File.WriteAllLines(Constants.RAND_PATH, Variables.cumul_rand);
Variables.training = false;
progressWorker.RunWorkerAsync();
Thread.Sleep(100);
bool trained = SVMClass.trainProblem();
Thread.Sleep(300);
if (trained)
{
cntrlForm.holdCommandListener = false;
//cntrlForm.stopWatch.Restart();
Console.WriteLine("Port is open: {0}", cntrlForm.port.IsOpen);
cntrlForm.trained = true;
}
else
{
MessageBox.Show("Training failed, please restart the program.");
}
this.Close();
}
private void port_DataReceived(object sender, SerialDataReceivedEventArgs e)
{
Console.WriteLine("Training: " + Variables.training.ToString());
if (!Variables.training)
{
Thread.Sleep(33);
//Console.Write(port.BytesToRead);
string dataline = port.ReadExisting();
//Console.Write(dataline);
Variables.processedline = SVMClass.processData(dataline);
//Console.WriteLine(Variables.dataline);
if (Variables.processedline[0] != null)
{
Variables.newdata = "0 " + Variables.processedline[0];
}
else
{
Variables.newdata = "0 null";
}
File.WriteAllText(Constants.NEWDATA_PATH, Variables.newdata);
Thread.Sleep(67);
if (SVMClass.checkExistingModel())
{
doAction();
}
else
{
Console.WriteLine("No model!");
}
}
else if (Variables.training)
{
Thread.Sleep(33);
//Console.Write(port.BytesToRead);
string dataline = port.ReadExisting();
Console.WriteLine(dataline);
Variables.processedline = SVMClass.processData(dataline);
string fulldataline = Variables.selectedCode.ToString() + " " + Variables.processedline[0];
string randdataline = Variables.selectedCode.ToString() + " " + Variables.processedline[1];
if (!fulldataline.Contains("null"))
{
Variables.dataset.Add(fulldataline);
Variables.randomized.Add(randdataline);
}
}
}
private void doAction()
{
int command = SVMClass.predictSVM();
TimeSpan ts = stopWatch.Elapsed;
Console.WriteLine("Stopwatch ms: " + ts.Milliseconds.ToString());
if (ts.Milliseconds > 750)
{
if (command == 1 && checkBox_ClickDrag.Checked)
{
if (clickedDown)
{
ClickFunctions.leftUP();
clickedDown = false;
}
else
{
ClickFunctions.leftDOWN();
clickedDown = true;
}
stopWatch.Restart();
}
else if (command == 2 && checkBox_DoubleClick.Checked)
{
ClickFunctions.doubleCLICK();
stopWatch.Restart();
}
else if (command == 3 && checkBox_RightClick.Checked)
{
ClickFunctions.rightCLICK();
stopWatch.Restart();
}
else
{
//
}
}
}