private void btnDoMagic_Click(object sender, RoutedEventArgs e)
{
if (Config.allUsersData.Where(p => p.userName == "FINAL").Count() <= 0)
{
return;
}
if (Config.USE_NEURAL)
{
//metoda z użyciem pythona, sieci neuronowych itp
IOoperations.AppendAllUserEntries(Config.userEntriesPath);
lFirstPerson.Content = IOoperations.GetPythonOutput();
}
else
{
//standardowa metoda przewidywania
DataAnalytics.NormalizeData();
SudczakClassifier.Classify(Config.allUsersNormalized, Config.allUsersClassified, "FINAL");
Config.allUsersClassified = Config.allUsersClassified.OrderBy(u => u.probability).Reverse().ToList();
lFirstPerson.Content = Config.allUsersClassified[0].userName + " na " + Math.Round(Config.allUsersClassified[0].probability * 100, 2) + "%";
lSecondPerson.Content = Config.allUsersClassified[1].userName + " na " + Math.Round(Config.allUsersClassified[1].probability * 100, 2) + "%";
}
listBoxNames.Items.Clear();
foreach (UserData d in Config.allUsersClassified)
{
listBoxNames.Items.Add(d);
}
}
public DetectorWindow()
{
InitializeComponent();
weightsFileLoaded = IOoperations.ReadWeightsFrom(Config.weightsFilePath);
RefreshDebug();
lFirstPerson.Content = "";
lSecondPerson.Content = "";
lDesc5.Visibility = Visibility.Collapsed;
listBoxNames.Visibility = Visibility.Collapsed;
IOoperations.AIdataFromJSON(Config.aiDataFilePath);
}
private void Window_Closing(object sender, System.ComponentModel.CancelEventArgs e)
{
try
{
string actualRightPerson = listBoxNames.SelectedItem.ToString();
if (actualRightPerson == null)
{
return;
}
IOoperations.AIdataToJSON(actualRightPerson);
}
catch { }
}
private void btnLoadData_Click(object sender, RoutedEventArgs e)
{
var dialog = new Ookii.Dialogs.Wpf.VistaFolderBrowserDialog();
dialog.SelectedPath = System.IO.Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location);
string path;
if (dialog.ShowDialog(this).GetValueOrDefault())
{
path = dialog.SelectedPath;
IOoperations.ReadFilesFrom(path);
RefreshDebug();
}
else
{
return;
}
}
public UserEndScreen()
{
InitializeComponent();
IOoperations.SerializeToJson();
}