private void GaussianTrain_Click(object sender, EventArgs e)
{
try
{
UnitCollection units = new UnitCollection();
units.FromFile(GaussianTrainingFileTextBox.Text);
UnitCollection standardized = new UnitCollection();
standardized = gaussian.Standardize(units);
gaussian.Train(standardized);
double plim = gaussian.CalculateProbabilityLimit(standardized);
DialogResult result = MessageBox.Show("The recommended probability limit is:\n\n" + plim + "\n\nWould you like to apply it?", "Recommended Probability Limit", MessageBoxButtons.YesNo);
if (result == DialogResult.Yes)
{
GaussianPlimNumericUpDown.Value = (decimal)plim;
}
}
catch (Exception exception)
{
MessageBox.Show(exception.Message, "Error", MessageBoxButtons.OK, MessageBoxIcon.Error);
}
}
