private void Btn_rebuild_Click(object sender, RoutedEventArgs e)
{
if (filepath == "")
{
MessageBox.Show("Click on the green box above to open CSV file.", "CSV File not set", MessageBoxButton.OK, MessageBoxImage.Information);
return;
}
if (forest != null)
{
if (MessageBox.Show("This will create new forest, replacing the previous one.", "Confirmation", MessageBoxButton.OKCancel, MessageBoxImage.Warning) != MessageBoxResult.OK)
{
return;
}
}
btn_rebuild.IsEnabled = false;
TrainingSet = CSVPreprocessor.CSVtoDataTable(filepath, ref TestSet, random);
var nTree = int.Parse(tbx_numTrees.Text.Replace(" ", "").TrimStart('0'));
var nSample = int.Parse(tbx_numSamples.Text.Replace(" ", "").TrimStart('0'));
RandomForest.OnCultivateStart += Forest_OnCultivateStart;
forest = new RandomForest(TrainingSet, ref TestSet, nTree, nSample, 0);
forest.OnCultivateFinished += Forest_OnCultivateFinished;
forest.OnCultivateProgress += Forest_OnCultivateProgress;
forest.OnVotingProgress += Forest_OnVotingProgress;
}
private void Tbx_dataset_PreviewMouseLeftButtonUp(object sender, MouseButtonEventArgs e)
{
if (fd.ShowDialog() == true)
{
try
{
var testDt = CSVPreprocessor.CSVtoDataTable(fd.FileName, ref TestSet, random);
tbx_numSamples.Text = Math.Round(testDt.Rows.Count * 0.7, 0).ToString();
tbx_dataset.Text = Path.GetFileName(fd.FileName);
filepath = fd.FileName;
btn_rebuild.IsEnabled = true;
txt_btm.Text = "File loaded, click 'Build Forest' to create Model";
}
catch (Exception er)
{
MessageBox.Show("Failed to load CSV file. Try another file.\n\nError msg: " + er.Message);
}
}
}
