private void GetClassButton_Click(object sender, EventArgs e)
{
string[] types = new string[4] {
"Легковая", "Грузовая", "Внедорожник", "Спортивная"
};
listBox1.Items.Clear();
List <Car> normalCars = new DataNormalizer(Cars).Normalize();
foreach (var index in CarsChekedBox.CheckedIndices)
{
var car = normalCars.ElementAt((int)index);
double[] inputs = new double[9] {
car.Weight, car.Capacity, car.Drive, car.Width, car.Length, car.Height, car.Clearance, car.Power, car.Passengers
};
double[] output = _network.Compute(inputs);
string resultString = car.Name + ":";
for (int i = 0; i < output.Length; i++)
{
if (output[i] != 0)
{
resultString += " " + types[i] + "(" + output[i] * 100 + " %)";
}
}
listBox1.Items.Add(resultString);
}
}
private void Normalize_CheckedChanged(object sender, EventArgs e)
{
if (Normalize.Checked)
{
NotNormalize.Checked = false;
DataNormalizer dt = new DataNormalizer(Cars);
Cars = dt.Normalize();
CarTable.DataSource = null;
CarTable.DataSource = Cars;
}
}
private void buttonLoadData_Click(object sender, EventArgs e)
{
openDataFile.ShowDialog();
if (radioRelative.Checked)
{
data = parser.GetDeltas(
parser.ParseFile(openDataFile.FileName)
);
}
else
{
data = parser.ParseFile(openDataFile.FileName);
}
normalizer = is_sigmoid ? DataNormalizer.SigmoidNormalizer(data) : DataNormalizer.HyperbolicNormalizer(data);
data = normalizer.GetValues();
groupTraining.Enabled = true;
}
