/// <summary>
/// quick tests udp classification via weka's SMO
/// </summary>
/// <returns></returns>
public bool testUdpWekaSMO()
{
if (UDPListenActive)
{
TrainingTesting_SharedVariables.binary.shouldStop = true;
GuiPreferences.Instance.setLog("Stopping UDP");
}
else
{
GuiPreferences.Instance.setLog("Starting UDP");
TrainingTesting_SharedVariables.binary.shouldStop = false;
//GuiPreferences.Instance.WorkDirectory = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought\6\rtp\";
//GuiPreferences.Instance.FileName = "tirosh-";
//GuiPreferences.Instance.FileType = OriBrainLearnerCore.dataType.rawValue;
//GuiPreferences.Instance.ProtocolFile = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought_LRF.prt";
// tirosh null movement processed for 204800 features + 1 class = 204801.
/*GuiPreferences.Instance.WorkDirectory = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20120508.Rapid+NullClass.day2\1\rtp\";
* GuiPreferences.Instance.FileName = "tirosh-";
* GuiPreferences.Instance.FileType = OriBrainLearnerCore.dataType.rawValue;
* GuiPreferences.Instance.ProtocolFile = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20120705.NullClass1_zbaseline.prt";
*/
// magali classification
/*GuiPreferences.Instance.WorkDirectory = @"H:\My_Dropbox\VERE\Experiment1\Kozin_Magali\20121231.movement.3.imagery.1\18-classification.movement\rtp\";
* GuiPreferences.Instance.FileName = "tirosh-";
* GuiPreferences.Instance.FileType = OriBrainLearnerCore.dataType.rawValue;
* GuiPreferences.Instance.ProtocolFile = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought_LRF.prt";*/
/// moshe sherf classification, 4 aggregated to test on 1.
GuiPreferences.Instance.WorkDirectory = @"H:\My_Dropbox\VERE\Experiment1\Sherf_Moshe\20121010.movement.1\15_classification\rtp\";
GuiPreferences.Instance.FileName = "tirosh-";
GuiPreferences.Instance.FileType = OriBrainLearnerCore.DataType.rawValue;
GuiPreferences.Instance.ProtocolFile = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought_LRF.prt";
//read prot file
Preferences.Instance.prot = new ProtocolManager();
//get all files in the path with this extention
GuiManager.getFilePaths("*.vdat");
//update certain info
GuiManager.updateFilePaths();
//assigned after we know what to assign from the protocol
//PublicMethods.setClassesLabels();
GuiPreferences.Instance.CmbClass1Selected = 1; //left
GuiPreferences.Instance.CmbClass2Selected = 2; //right
//NEED TO ADD A VARIABLE FOR EVERY OPTION IN THE GUI. RAW VALUES. UNPROCESSED. MULTI CLASS. CROSS VALD, GRID, FOLDS, ETC...
//and for every button a function!
/*PublicMethods.clearProblem() ;
* PublicMethods.clearSVM();
* PublicMethods.clearJob();
* GC.Collect();*/
//load a model for testing
GuiPreferences.Instance.TrainType = TrainingType.Weka;
GuiPreferences.Instance.setLog("Deserializing Model");
WekaTrainingMethods.loadModel();
double[][] rankedArray = XMLSerializer.DeserializeFile <double[][]>(GuiPreferences.Instance.WorkDirectory + "TrainSet_" + GuiPreferences.Instance.NudClassifyUsingTR.ToString() + "th_vectors_scaledCS_filteredIG_indices.xml");
for (int a = 0; a < rankedArray.Length; a++)
{
TrainingTesting_SharedVariables._trainTopIGFeatures[a] = Convert.ToInt32(rankedArray[a][0]);
}
//this should be done ONCE - move elsewhere.
Preferences.Instance.fastvector = RealTimeProcessing.CreateFastVector(TrainingTesting_SharedVariables._trainTopIGFeatures.Length);
//GuiPreferences.Instance.FromTR = from;// 264;
//GuiPreferences.Instance.ToTR = 100;// 264;
Preferences.Instance.currentUDPVector = 0;
Preferences.Instance.udp.RegisterCallBack(TrainingTesting_SharedVariables.binary.loadRawDataUsing_UDP);
//finally load
//PublicMethods.binary.loadRawData();
/*
* //register this function that deals with loading of the filenames
* //BUT ONLY ONCE!
* Preferences.Instance.pipeServer.registerEvent(PublicMethods.binary.loadRawDataUsingPipes_ReceiveData);
*
* //PublicMethods.binary.loadRawDataUsingPipes_SendData();
*
* //* to automatically send data ever 2s as a simulation and to test the classes.
* PublicMethods.binary.loadRawDataUsingPipes_SendDataTimer();
*/
}
UDPListenActive = !UDPListenActive;
return(true);
}
/// <summary>
/// quick the udp classification, model loading etc.
/// </summary>
/// <returns></returns>
public bool testUDPSVMWRAPPER()
{
if (UDPListenActive)
{
TrainingTesting_SharedVariables.binary.shouldStop = true;
GuiPreferences.Instance.setLog("Stopping UDP");
}
else
{
GuiPreferences.Instance.setLog("Starting UDP");
TrainingTesting_SharedVariables.binary.shouldStop = false;
GuiPreferences.Instance.WorkDirectory = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought\6\rtp\";
GuiPreferences.Instance.FileName = "tirosh-";
GuiPreferences.Instance.FileType = OriBrainLearnerCore.DataType.rawValue;
GuiPreferences.Instance.ProtocolFile = @"H:\My_Dropbox\VERE\MRI_data\Tirosh\20113110.short.5th.exp.hands.legs.zscore.thought_LRF_fastreact.prt";
//read prot file
Preferences.Instance.prot = new ProtocolManager();
//get all files in the path with this extention
GuiManager.getFilePaths("*.vdat");
//update certain info
GuiManager.updateFilePaths();
//assigned after we know what to assign from the protocol
//PublicMethods.setClassesLabels();
GuiPreferences.Instance.CmbClass1Selected = 1; //left
GuiPreferences.Instance.CmbClass2Selected = 2; //right
//NEED TO ADD A VARIABLE FOR EVERY OPTION IN THE GUI. RAW VALUES. UNPROCESSED. MULTI CLASS. CROSS VALD, GRID, FOLDS, ETC...
//and for every button a function!
/*PublicMethods.clearProblem() ;
* PublicMethods.clearSVM();
* PublicMethods.clearJob();
* GC.Collect();*/
//load a model for testing
GuiPreferences.Instance.TrainType = TrainingType.TrainTestSplit;
GuiPreferences.Instance.setLog("Loading model ori.svm - 62mb this will take a while....");
WekaTrainingMethods.loadModel();
//GuiPreferences.Instance.FromTR = from;// 264;
//GuiPreferences.Instance.ToTR = 100;// 264;
Preferences.Instance.currentUDPVector = 0;
Preferences.Instance.udp.RegisterCallBack(TrainingTesting_SharedVariables.binary.loadRawDataUsing_UDP);
//finally load
//PublicMethods.binary.loadRawData();
/*
* //register this function that deals with loading of the filenames
* //BUT ONLY ONCE!
* Preferences.Instance.pipeServer.registerEvent(PublicMethods.binary.loadRawDataUsingPipes_ReceiveData);
*
* //PublicMethods.binary.loadRawDataUsingPipes_SendData();
*
* //* to automatically send data ever 2s as a simulation and to test the classes.
* PublicMethods.binary.loadRawDataUsingPipes_SendDataTimer();
*/
}
UDPListenActive = !UDPListenActive;
return(true);
}