private void Check_Button_Click(object sender, RoutedEventArgs e)
{
if (neuralNetwork != null)
{
BitArray imageInputs = imageViewer.GetCurrentImage();
neuralNetwork.SetInputs(imageInputs);
neuralNetwork.Propagate();
double[] imageOutputs = neuralNetwork.GetOutputs();
double networkOutput = outputConverter.GetMostProbablyValue(imageOutputs);
neuralNetOutputLabel.Content = networkOutput.ToString();
if (userCorrectImageValue.Text.Length > 0)
{
int value;
if (Int32.TryParse(userCorrectImageValue.Text, out value))
{
BitArray expectedOutput = outputConverter.GetOutputs(value);
double outputProbability = outputConverter.GetProbability(imageOutputs, expectedOutput);
expectedOutputLabel.Content = value.ToString();
outputProbabilityLabel.Content = String.Format("{0:0.00} %", outputProbability);
return;
}
}
expectedOutputLabel.Content = "";
outputProbabilityLabel.Content = "";
}
}