private void BtnLoadDataFromFile2TrainingData_Click(object sender, EventArgs e)
{
if (!_modelImplementer.Ready)
{
return;
}
TxtboxLoadInformation.Clear();
PnlLoadTrainingData.BackColor = Color.LightCoral; Application.DoEvents();
_modelImplementer.LoadTrainingDataFromFile(
trainingDataAbsolutePath: ModelSettings.TrainingData,
trainingDataHasHeaders: ModelSettings.TrainingDataHasHeaders);
if (_modelImplementer.ErrorHasOccured)
{
ShowMessageAlert(_modelImplementer.FailureInformation);
TxtboxLoadInformation.Text = _modelImplementer.FailureInformation;
}
else
{
}
PnlBuildPipelineAndModel.Enabled = !_modelImplementer.ErrorHasOccured;
PnlLoadTestingDataAndEvaluate.Enabled = false;
PnlLoadTrainingData.BackColor = Color.LightSeaGreen;
PnlBuildPipelineAndModel.BackColor = Color.LightBlue;
PnlLoadTestingDataAndEvaluate.BackColor = Color.LightBlue;
}
private void BtnDisplayRandomDigit_Click(object sender, EventArgs e)
{
if (!_accordImplementer.Ready)
{
return;
}
TxtboxLoadInformation.Clear();
var aDigit = _accordImplementer.GetRandomTrainingData();
if (aDigit == null)
{
TxtboxLoadInformation.Text = "Load the data first!";
return;
}
LblRandomDigit.Text = aDigit.Item1.ToString();
PointPairList pointPairList = new ZedGraph.PointPairList();
for (int row = 0; row < 28; row++)
{
for (int col = 0; col < 28; col++)
{
var element = row + col * 28;
if (aDigit.Item2[element] > 128)
{
pointPairList.Add(x: row, y: col);
}
}
}
GraphPane myPane = zedGraphControl1.GraphPane;
myPane.CurveList.Clear();
LineItem myCurve = myPane.AddCurve("Performance", pointPairList, Color.Black, SymbolType.Square);
myCurve.Line.IsVisible = false;
myCurve.Symbol.Border.IsVisible = false;
myCurve.Symbol.Fill = new Fill(Color.Firebrick);
myCurve.Symbol.Size = 15;
zedGraphControl1.Refresh();
}