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 static bool ReadFilesFrom(string path)
{
if (!System.IO.Directory.Exists(path))
{
return(false);
}
Config.parsedFiles = 0;
Config.unParsedFiles = 0;
DirectoryInfo d = new DirectoryInfo(path);
foreach (var file in d.GetFiles("*.json"))
{
DataAnalytics.ParseSingleFile(file);
}
return(true);
}