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);
}
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;
}
);
}