public void ThongKe(List<StatisticalData> _thongKe, string linkFolder, DataGridView dataGVDetail, DataGridView dataGVCorrect, DataGridView dataGVError, Label lbPercentCorrect)
{
ImageData imageData = new ImageData();
string character="";
int index;
List<TrainingData> trainingData= imageData.ReadFolder(linkFolder);
foreach (TrainingData training in trainingData)
{
character= training.C[0]+"";
index=_thongKe.FindIndex(x=>x.Name==character);
if (index>=0)
{
_thongKe[index].Count++;
}
else
{
StatisticalData temp = new StatisticalData(character);
temp.Count = 1;
_thongKe.Add(temp);
index = _thongKe.Count - 1;
}
if (character == Cal(training.p))
{
_thongKe[index].CountCorrect++;
_thongKe[index]._listCorrect.Add(training.fileName);
}
else
{
_thongKe[index]._listError.Add(training.fileName);
}
}
_thongKe.OrderBy(x => x.Name);
dataGVDetail.Rows.Clear();
dataGVCorrect.Rows.Clear();
dataGVError.Rows.Clear();
int TotalCount = 0, TotalCountCorrect = 0;
foreach (StatisticalData StaData in _thongKe)
{
TotalCount += StaData.Count;
TotalCountCorrect += StaData.CountCorrect;
foreach (string correct in StaData._listCorrect)
{
dataGVCorrect.Rows.Add(correct);
}
foreach (string error in StaData._listError)
{
dataGVError.Rows.Add(error);
}
dataGVDetail.Rows.Add(new string[] {
StaData.Name,
StaData.Count+"",
StaData.CountCorrect+"",
StaData.getPercentCorrect()+"" });
}
lbPercentCorrect.Text = Math.Round((TotalCountCorrect / (double)TotalCount) * 100,2) + "";
}
private void MLPExecute()
{
ImageData id = new ImageData();
lst = id.ReadFolder(txtURL.Text);
validData = id.ReadFolder(txtValid.Text);
Action<List<TrainingData>> act = new Action<List<TrainingData>>((lstTD) => { lstTD.ForEach(x => { comboBox1.Items.Add(x.C); }); });
if (comboBox1.InvokeRequired)
{
comboBox1.BeginInvoke(act, lst);
}
else
{
act(lst);
}
//mlp.updateUI = new Network.UpdateUI(UpdateUI);
s.Start();
mlp.Training(lst, validData);
s.Stop();
string time = s.Elapsed.ToString();
}