private void Train_Click(object sender, EventArgs e)
{
foreach (Point Point in Points)
{
double[] Inputs = { Point.CoordinateX, Point.CoordinateY };
LinearClassificator.Train(Inputs, Point.Target);
if (LinearClassificator.MakeDesicion(Inputs).Equals(Point.Target))
{
Point.Draw(Color.Green, Point.CoordinateX + 7, Point.CoordinateY + 7, 6, 3);
}
else
{
Point.Draw(Color.Red, Point.CoordinateX + 7, Point.CoordinateY + 7, 6, 3);
}
Thread.Sleep(100);
}
}
private void backgroundWorker1_DoWork(object sender, System.ComponentModel.DoWorkEventArgs e)
{
var linearClassificator = new LinearClassificator(this, lineClassificatorTxb, _currentGraphics, _coordinator, mainPictureBox, _allPoints);
linearClassificator.SetParams(a: 0.25F, b: 0, offset: 1, L: 0.5F);
linearClassificator.Execute();
}
