private void SaveButton_Click(object sender, RoutedEventArgs e)
{
MainWindow.LearningRate = Convert.ToDouble(LearningRateBox.Text);
MainWindow.LearningRate = Convert.ToDouble(LearningRateBox.Text);
MainWindow.ReductionRate = Convert.ToDouble(ReductionRateBox.Text);
MainWindow.IncreaseRate = Convert.ToDouble(IncreaseRateBox.Text);
MainWindow.MaxErrorIncreaseRate = Convert.ToDouble(MaxErrorIncreaseRateBox.Text);
MainWindow.Momentum = Convert.ToDouble(MomentumBox.Text);
MainWindow.ErrorIncreaseCoefficient = Convert.ToDouble(ErrorIncreaseCoefficientBox.Text);
MainWindow.NumberOfNetworksToTry = Convert.ToInt32(NumberOfNetworksBox.Text);
MainWindow.MaxEpochs = Convert.ToInt32(MaxEpochsBox.Text);
MainWindow.DesiredMaxError = Convert.ToDouble(DesiredMaxErrorBox.Text);
LearningRateHandler tempHandler = new LearningRateHandler(Convert.ToDouble(LearningRateBox.Text), Convert.ToDouble(ReductionRateBox.Text), Convert.ToDouble(IncreaseRateBox.Text), Convert.ToDouble(MaxErrorIncreaseRateBox.Text));
if (LearningAlgorithmComboBox.Text == "Back Propagation")
{
MainWindow.LearningAlgorithm = new BackPropagationAlgorithm(tempHandler, Convert.ToDouble(MomentumBox.Text), Convert.ToDouble(ErrorIncreaseCoefficientBox.Text));
}
if (ErrorCalculatorComboBox.Text == "Mean Square Error")
{
MainWindow.ErrorCalculator = new MeanSquareErrorCalculator();
}
}
public LearningAlgorithm(LearningRateHandler learningRateHandler)
{
this.LearningRateHandler = learningRateHandler;
}
public BackPropagationAlgorithm(LearningRateHandler learningRateHandler, double momentum, double errorIncreaseCoefficient) : base(learningRateHandler)
{
MomentumCoefficient = momentum;
MaxErrorIncreaseCoefficient = errorIncreaseCoefficient;
}
