private void createPlot()
{
Size size = new Size(740, 400);
//CREATE PLOT
PanelPlot = UniPanel.Create(Dialog, BorderStyle.None, false);
PanelPlot.Size = new Size(size.Width, size.Height + 30);
//CHART
UniChart chart = UniChart.Create(PanelPlot, 0, 0, size.Width, size.Height, BorderStyle.FixedSingle);
chart.setTitles(null, null, "Performance in %");
chart.setLabelFormat(null, "0%");
chart.setStartFromZeros(false);
//EVENT LISTENER
PanelPlot.VisibleChanged += (s, e) =>
{
//GET PERFORMANCE
double[] perArray = new double[PerformanceList.Count];
for (int i = 0; i < perArray.Length; i++)
{
perArray[i] = PerformanceList[i].Performance;
}
//PREPARE CHART
chart.SeriesRemove();
Series series = chart.SeriesLine("Performance of Network", SeriesChartType.Line, Colors.MainRecessive, 1, perArray, null);
series.MarkerStyle = MarkerStyle.Circle;
series.MarkerColor = Colors.MainDominant;
series.MarkerSize = 4;
series.MarkerBorderWidth = 1;
series.MarkerBorderColor = Colors.MainRecessive;
//DATA LABEL
for (int i = 0; i < PerformanceList.Count; i++)
{
series.Points[i].Label = "LR: " + (PerformanceList[i].LearningRate * 100) + "%\nE: " + PerformanceList[i].Epochs + "\n(" + PerformanceList[i].Duration.ToString(@"mm\:ss") + ")";
}
};
}
