public static void starter()
{
ClusterSetting clusterSetting = ClusterSetting.getClusterSettings();
string filename = AppConfig.getTrainFilename();
DataSet dataset = DataFileReader.ReadData(filename);
ClusterFacadeInterface clusterFacade;
clusterFacade = new MlvqFacade();
//clusterFacade = new SOclusterFacade();
//clusterFacade = new RctFacade();
//clusterFacade = new SrctFacade();
PoptvrSystem popSystem = new PoptvrSystem(dataset, clusterSetting, clusterFacade);
popSystem.InitClusters();
popSystem.PopLearn();
filename = AppConfig.getTestFilename();
dataset = DataFileReader.ReadData(filename);
popSystem.POPTVR = RsPopModel.AttributeReduction(popSystem.POPTVR, dataset);
popSystem.POPTVR = RsPopModel.RuleReduction(popSystem.POPTVR, dataset);
popSystem.PopTest(dataset);
}
public void setVariables(PoptvrSystem popSystem)
{
this.PopSystem = popSystem;
}
public void setVariables(PoptvrSystem popSys)
{
this.popSys = popSys;
}
private void DoSlowProcess()
{
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "Get Cluster Settings ...";
}
);
ClusterSetting clusterSetting = ClusterSetting.getClusterSettings(Settings);
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart) delegate()
{
this.overallProgress_Label.Content = "Read Trainging Data ...";
this.overallProgress_Bar.Value += 1;
}
);
string filename = Settings.TrainingFileAddress;
DataSet dataset = DataFileReader.ReadData(filename);
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "Setup Network ...";
this.overallProgress_Bar.Value += 1;
}
);
ClusterFacadeInterface clusterFacade = null;
if (this.Settings.ClusterMethod.Equals("clusterMethod_MLVQ"))
{
clusterFacade = new MlvqFacade();
}
else if (this.Settings.ClusterMethod.Equals("clusterMethod_RCT"))
{
clusterFacade = new RctFacade();
}
else if (this.Settings.ClusterMethod.Equals("clusterMethod_SO"))
{
clusterFacade = new SOclusterFacade();
}
else if (this.Settings.ClusterMethod.Equals("Method_SRCT"))
{
clusterFacade = new SrctFacade();
}
PopSystem = new PoptvrSystem(dataset, clusterSetting, clusterFacade, this.Settings);
PopSystem.InitClusters();
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "Training Network ...";
this.overallProgress_Bar.Value += 1;
}
);
PopSystem.PopLearn();
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "Read Testing Data ...";
this.overallProgress_Bar.Value += 1;
}
);
filename = Settings.TrainingFileAddress;
dataset = DataFileReader.ReadData(filename);
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "Run Testing Data ...";
this.overallProgress_Bar.Value += 1;
}
);
PopSystem.PopTest(dataset);
this.Dispatcher.BeginInvoke(DispatcherPriority.Normal,
(ThreadStart)delegate()
{
this.overallProgress_Label.Content = "All Finished!";
this.overallProgress_Bar.Value += 1;
this.cancel_Button.Content = "Done";
this.Settings.TraingDone = true;
this.Settings.Save();
this.done = true;
}
);
}
public void setVariables(PoptvrSystem popSystem, Settings settings)
{
this.PopSystem = popSystem;
this.Settings = settings;
}
private void loadNetwork_sim_Button_Click(object sender, RoutedEventArgs e)
{
Microsoft.Win32.OpenFileDialog dlg = new Microsoft.Win32.OpenFileDialog();
// Configure open file dialog box
dlg.DefaultExt = ".poptvr"; // Default file extension
dlg.Filter = "POPTVR Network (*.poptvr)|*.poptvr" +
"|" + "All files (*.*)|*.*";
dlg.Multiselect = false;
// Show open file dialog box
Nullable<bool> result = dlg.ShowDialog();
PoptvrSystem popSys;
if (result == true)
{
FileStream fs = File.OpenRead(dlg.FileName);
byte[] bytes = new byte[fs.Length];
fs.Read(bytes, 0, Convert.ToInt32(fs.Length));
fs.Close();
popSys = (PoptvrSystem)POPTVR.Utilities.SystemFunctions.ByteArrayToObject(bytes);
this.fileCreatedTime_sim_Label.Content = File.GetCreationTime(dlg.FileName).ToLongDateString() + " - " + File.GetCreationTime(dlg.FileName).ToLongTimeString();
displaySimulatorInfo(popSys);
this.simPopSystem = popSys;
this.loadNetwork_sim_Button.Visibility = System.Windows.Visibility.Visible;
}
isSimReady();
}
private void displaySimulatorInfo(PoptvrSystem popSys)
{
this.inputClusterSize_sim_Label.Content = popSys.AppConfig.getInputClusterSize();
this.outputtClusterSize_sim_Label.Content = popSys.AppConfig.getOutputClusterSize();
this.clusteringMethod_sim_Label.Content = popSys.AppConfig.getClusteringMethod();
}
private void trained_Simulator_Checked(object sender, RoutedEventArgs e)
{
if (!this.settings.TraingDone)
{
MessageBox.Show("Cannot use trained network.\nThere is not completed training.", "Error!", MessageBoxButton.OK, MessageBoxImage.Error);
((RadioButton)sender).IsChecked = false;
}
else
{
this.popSystem = this.trainingProgressWindow.PopSystem;
this.type_sim_Label.Content = ((RadioButton) sender).Content;
displaySimulatorInfo(this.popSystem);
this.loadNetwork_sim_Button.Visibility = System.Windows.Visibility.Hidden;
this.simPopSystem = this.popSystem;
this.fileCreatedTime_sim_Label.Content = "Just Now.";
}
isSimReady();
}
private void ExportNetwork_Button_Click(object sender, RoutedEventArgs e)
{
if (!this.settings.TraingDone)
{
MessageBox.Show("Cannot export network.\nThere is not completed training.", "Error!", MessageBoxButton.OK, MessageBoxImage.Error);
}
else
{
this.popSystem = this.trainingProgressWindow.PopSystem;
byte[] byteStream = POPTVR.Utilities.SystemFunctions.ObjectToByteArray(this.popSystem);
Microsoft.Win32.SaveFileDialog saveFileDialog = new Microsoft.Win32.SaveFileDialog();
saveFileDialog.Filter = "POPTVR Network (*.poptvr)|*.poptvr" + "|" + "All File (*.*)| *.*";
saveFileDialog.Title = "Save a POPTVR Network";
saveFileDialog.ShowDialog();
if (saveFileDialog.FileName != "")
{
// Create a new stream to write to the file
BinaryWriter Writer = new BinaryWriter(File.OpenWrite(saveFileDialog.FileName));
Writer.Write(byteStream);
Writer.Flush();
Writer.Close();
MessageBox.Show(saveFileDialog.FileName + " has been saved.", "File Saved", MessageBoxButton.OK, MessageBoxImage.Information);
}
}
}
