private void Button_Click_10(object sender, RoutedEventArgs e)
{
S.SyntheticDataGenerator generator = new S.SyntheticDataGenerator(70, 50);
generator.GenerateSyntheticData();
generator.GenerateSyntheticDataTest();
ihdr = new IHDR();
foreach (var item in generator.samples)
{
ihdr.AddSample(item.Attributes.ToArray(), item.AttributesY.ToArray(), item.Label);
}
foreach (var item in generator.samplesTest)
{
ihdr.AddTestingSample(item.Attributes.ToArray(), (double)item.Label);
}
ihdr.BuildTree_Synthetic();
ihdr.EvaluateClustersLabels();
ihdr.SaveLeafClustersToPicture();
}
private void Button_Click_11(object sender, RoutedEventArgs e)
{
S.SyntheticDataGenerator generator = new S.SyntheticDataGenerator(100, 100);
generator.GenerateSyntheticData();
generator.GenerateSyntheticDataTest();
ihdr = new IHDR();
foreach (var item in generator.samples)
{
ihdr.AddSample(item.Attributes.ToArray(), item.AttributesY.ToArray(), item.Label);
}
foreach (var item in generator.samplesTest)
{
ihdr.AddTestingSample(item.Attributes.ToArray(), (double)item.Label);
}
ihdr.BuildTree_Synthetic();
ihdr.EvaluateAllClustersLabels();
ihdr.EvaluateDepth();
ihdr.SaveLayersToBmp(@"D:\Levels");
}