private void VisualizePerceptron()
{
ResetCanvas();
var testData = factory.Create(DataSetType.TestSet);
foreach (TestSet point in testData)
{
DrawPoint((point.Input[0], point.Input[1], OutputConvertor((int)p.Guess(point.Input))));
}
var tmpStartX = p.LineEquations.GetX(-250);
var tmpEndX = p.LineEquations.GetX(250);
DrawLine((tmpStartX, p.LineEquations.GetY(tmpStartX)), (tmpEndX, p.LineEquations.GetY(tmpEndX)));
}
private void VisualizeTraining()
{
ResetCanvas();
var stepData = trainData;
if (stepData != null)
{
foreach (TrainingSet point in trainData)
{
DrawPoint((point.Input[0], point.Input[1], OutputConvertor((int)p.Guess(point.Input))));
}
}
var tmpStartX = p.LineEquations.GetX(-250);
var tmpEndX = p.LineEquations.GetX(250);
DrawLine((tmpStartX, p.LineEquations.GetY(tmpStartX)), (tmpEndX, p.LineEquations.GetY(tmpEndX)));
p.TrainStep();
}