private void Analyze_button_Click(object sender, EventArgs e)
{
if (TimePeriod_comboBox.SelectedIndex > -1)
{
if (uint.TryParse(FileNumber_textBox.Text, out uint number))
{
if (DataFromFile.ReadFromFile(TimePeriod_comboBox.SelectedItem.ToString(), number.ToString(),
out List <string> readDataList))
{
Plot_Form form = new Plot_Form(readDataList, this);
form.Show();
Hide();
}
else
{
FileNumber_textBox.Clear();
MessageBox.Show("There is no such document");
}
}
else
{
FileNumber_textBox.Clear();
MessageBox.Show("This value should be integer");
}
}
else
{
MessageBox.Show("Select document time period from combobox");
}
}
private void PlotDrawing_timer_Tick(object sender, EventArgs e)
{
if (rebuiltPlot)
{
pane.CurveList.Clear();
pane.YAxis.Title.Text = PlotBasedOn_comboBox.SelectedItem.ToString();
var variablePair = DataFromFile.ParseSelectedColumn(PlotBasedOn_comboBox.SelectedItem.ToString(), InputDataList);
if (NormalizedData_CheckBox.Checked)
{
Algorithm.InputDataNormalization(ref variablePair);
pane.YAxis.Scale.Min = -0.1;
pane.YAxis.Scale.Max = 1.1;
}
else
{
pane.YAxis.Scale.MinAuto = true;
pane.YAxis.Scale.MaxAuto = true;
}
Dictionary <double, double> resultOfClassification = new Dictionary <double, double>();
if (BayesClassifier_checkBox.Checked)
{
resultOfClassification = Algorithm.BayesClassifier(InputDataList);
}
if (!OnlyDots_CheckBox.Checked)
{
PointPairList func = new PointPairList(Algorithm.PolynomialRegresion(variablePair, 3));
LineItem myCurve = pane.AddCurve("Polynomial Regression", func, Color.Red, SymbolType.None);
}
PointPairList dotsRed = new PointPairList();
PointPairList dotsGreen = new PointPairList();
foreach (var pair in variablePair)
{
if (resultOfClassification.TryGetValue(pair.Key, out double value) && Math.Round(value * 10) == 1)
{
dotsRed.Add(pair.Key, pair.Value);
}
else
{
dotsGreen.Add(pair.Key, pair.Value);
}
}
LineItem myDotsRed = pane.AddCurve(null, dotsRed, Color.Red, SymbolType.Diamond);
LineItem myDotsGreen = pane.AddCurve(null, dotsGreen, Color.Green, SymbolType.Diamond);
myDotsRed.Symbol.Fill.Type = FillType.Solid;
myDotsRed.Symbol.Size = 3;
myDotsRed.Line.IsVisible = false;
myDotsGreen.Symbol.Fill.Type = FillType.Solid;
myDotsGreen.Symbol.Size = 3;
myDotsGreen.Line.IsVisible = false;
pane.XAxis.Scale.Min = -20;
pane.XAxis.Scale.Max = 750;
pane.AxisChange();
Plot_zedGraph.Refresh();
rebuiltPlot = false;
}
}
