Merge branch 'master' of icube-forge.unistra.fr:lafabregue/Mustic

src/mustic/gui/ClassificationImage.java

@@ -53,7 +53,12 @@ public class ClassificationImage extends ClassificationModel {
 	@Override
 	synchronized public void addResult(Classification result, String title,
 			TabbedPanel pane) {
-		ImageResultPanel rpanel = new ImageResultPanel(result, this, ((ImageData) data));
+		ResultPanel rpanel = null;
+		if (data instanceof ImageData) {
+			rpanel = new ImageResultPanel(result, this, ((ImageData) data));
+		} else {
+			rpanel = new ResultPanel(result, this);
+		}
 		Tab t1 = ClassificationModel.createTab(title, new ImageIcon(getClass()
 				.getResource("/icons/actions/document-open-result.png")), //$NON-NLS-1$
 				rpanel, true);
@@ -70,12 +75,14 @@ public class ClassificationImage extends ClassificationModel {
 						.getCurrentThreadCpuTime());
 			this.results.add(result);
 			this.addResult(result, Messages.getString("ClassificationImage.1") + ResultPanel.nbResult++); //$NON-NLS-1$
-			ImageResultPanel irp = (ImageResultPanel) this.tabbedPane.getTabAt(
+			ResultPanel irp = (ResultPanel) this.tabbedPane.getTabAt(
 					this.tabbedPane.getTabCount() - 1).getContentComponent();
 			irp.historique.addInfosln(Messages.getString("ClassificationImage.2")); //$NON-NLS-1$
 			if (result.getData().getOneDataObject().getAttribute(0) instanceof AttributeMultiDimSequence) {
 				irp.historique.addInfosln(Messages.getString("ClassificationImage.3")); //$NON-NLS-1$
-				irp.historique.addInfosln(result.getData().getDataFilesName().get(0));
+				if (result.getData().getDataFilesName().size() > 0) {
+					irp.historique.addInfosln(result.getData().getDataFilesName().get(0));
+				}
 			} else
 				irp.historique.addInfosln(Messages.getString("ClassificationImage.4") //$NON-NLS-1$
 						+ result.getData().getDataName() + "\n"); //$NON-NLS-1$

src/mustic/gui/dialog/arff/ArffToDataDialog.java

@@ -222,7 +222,7 @@ public class ArffToDataDialog extends JInternalFrame implements ToUpdateObject {
 				
 				JOptionPane.showMessageDialog(this,
 						Messages.getString("ArffToDataDialog.151") + this.textData.getText() //$NON-NLS-1$
-							+ Messages.getString("ArffToDataDialog.152"),	//$NON-NLS-1$
+							+ " " + Messages.getString("ArffToDataDialog.152"),	//$NON-NLS-1$
 						Messages.getString("ArffToDataDialog.16"),  //$NON-NLS-1$
 						JOptionPane.INFORMATION_MESSAGE);
 			} else {

src/mustic/gui/dialog/classifier/AgentDialog.java

@@ -8,6 +8,7 @@ import javax.swing.JDialog;
 import javax.swing.JOptionPane;
 import javax.swing.JPanel;
 
+import jcl.data.Data;
 import jcl.learning.LearningParameters;
 import mustic.gui.DataDesktopFrame;
 import mustic.gui.DataSession;
@@ -35,7 +36,7 @@ public class AgentDialog extends JDialog {
 	public ClassifierPanel classifierPanel = null;
 
 	/** */
-	ImageData imgdata;
+	Data imgdata;
 
 	/** bouton d'annulation */
 	JButton jButtonCancel = new JButton(Messages.getString("AgentDialog.0")); //$NON-NLS-1$
@@ -148,7 +149,7 @@ public class AgentDialog extends JDialog {
 							[this.classifierPanel.getApproachPanel().getDataComboBox().getSelectedIndex()].getDataSession();
 
 					// récupère les données de l'image
-					this.imgdata = (ImageData) img.getData();
+					this.imgdata = img.getData();
 					this.imgdata.setDataFilesName(imgdata.getDataFilesName());
 
 				} 
@@ -173,8 +174,8 @@ public class AgentDialog extends JDialog {
 					} 
 					
 				} else {
-					System.out.println(this.imgdata.getWidth());
-					System.out.println(this.imgdata.getHeight());
+//					System.out.println(this.imgdata.getWidth());
+//					System.out.println(this.imgdata.getHeight());
 					System.out.println(this.imgdata.getNbObjects());
 
 					// cas particulier - utilisation samarah4

src/mustic/gui/dialog/classifier/ConstraintsSelectionDialog.java

@@ -173,21 +173,23 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		this.labelImage.addMouseListener(new MouseAdapter() {
 			@Override
 			public void mouseClicked(MouseEvent e) {
-				int x = (int) ((e.getX() - (int) ((labelImage.getWidth() - (labelImage.getIcon().getIconWidth())) / 2.0)) / mZoomRate);
-				int y = (int) ((e.getY() - (int) ((labelImage.getHeight() - (labelImage.getIcon().getIconHeight())) / 2.0)) / mZoomRate);
-				if (x>=0 && y>=0 && x<imageSource.getWidth() * mZoomRate && y<imageSource.getHeight() * mZoomRate) {
-					switch(currentStep) {
-						case MustLink_step1 : case CannotLink_step1 : case Label_step1 :
-							addFirstPixel(x, y);
-							break;
-						case MustLink_step2 : case CannotLink_step2 :
-							addSecondPixel(x, y);
-							break;
-						default :
-							// we don't refresh if not a valid step
-							return;
+				if (image != null) {
+					int x = (int) ((e.getX() - (int) ((labelImage.getWidth() - (labelImage.getIcon().getIconWidth())) / 2.0)) / mZoomRate);
+					int y = (int) ((e.getY() - (int) ((labelImage.getHeight() - (labelImage.getIcon().getIconHeight())) / 2.0)) / mZoomRate);
+					if (x>=0 && y>=0 && x<imageSource.getWidth() * mZoomRate && y<imageSource.getHeight() * mZoomRate) {
+						switch(currentStep) {
+							case MustLink_step1 : case CannotLink_step1 : case Label_step1 :
+								addFirstPixel(x, y);
+								break;
+							case MustLink_step2 : case CannotLink_step2 :
+								addSecondPixel(x, y);
+								break;
+							default :
+								// we don't refresh if not a valid step
+								return;
+						}
+						displayPixels();
 					}
-					displayPixels();
 				}
 			}
 		});
@@ -263,14 +265,14 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		ExportConstraintsTask exportConstraintsTask = new ExportConstraintsTask(this);
 		exportConstraintsTask.addPropertyChangeListener(new ProgressPropertyChangeListener());
 		exportConstraintsTask.execute(); 
-	}
+	}	
 
 	protected void importConstraints() 
 	{
 		ImportConstraintsTask importConstraintsTask = new ImportConstraintsTask(this);
-        importConstraintsTask.addPropertyChangeListener(new ProgressPropertyChangeListener());
-        importConstraintsTask.execute(); 
-    }
+		importConstraintsTask.addPropertyChangeListener(new ProgressPropertyChangeListener());
+		importConstraintsTask.execute(); 
+	}
 
 	public int countLines(File aFile) throws IOException {
 	    LineNumberReader reader = null;
@@ -760,7 +762,10 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 				.getComponent(1)).setText(""+index);
 	}
 
-	void displayPixels() {
+	private void displayPixels() {
+		if (image == null) {
+			return;
+		}
 		for (int x=0 ; x<this.imageSource.getWidth() ; x++) {
 			for (int y=0 ; y<this.imageSource.getHeight() ; y++) {
 				this.imagePoints.setRGB(x, y, this.imageSource.getRGB(x, y));
@@ -902,7 +907,6 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 			}
 		});
 		container.add(deleteButton);
-		currentStep = MustLink_step1;
 		mustLinkContainer.add(container);
 		constraintsPanels.add(container);
 		Random rand = new Random();
@@ -910,7 +914,10 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		float g = rand.nextFloat();
 		float b = rand.nextFloat();
 		constraintsColors.add(new Color(r, g, b));
-		disableOtherComponents(container);
+		if (image != null) {
+			currentStep = MustLink_step1;
+			disableOtherComponents(container);
+		}
 		updateUI();
 	}
 	
@@ -937,7 +944,6 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 			}
 		});
 		container.add(deleteButton);
-		currentStep = CannotLink_step1;
 		cannotLinkContainer.add(container);
 		constraintsPanels.add(container);
 		Random rand = new Random();
@@ -945,7 +951,11 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		float g = rand.nextFloat();
 		float b = rand.nextFloat();
 		constraintsColors.add(new Color(r, g, b));
-		disableOtherComponents(container);
+
+		if (image != null) {
+			currentStep = CannotLink_step1;
+			disableOtherComponents(container);
+		}
 		updateUI();
 	}
 
@@ -972,7 +982,6 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 			}
 		});
 		container.add(deleteButton);
-		currentStep = Label_step1;
 		labelContainer.add(container);
 		constraintsPanels.add(container);
 		Random rand = new Random();
@@ -980,7 +989,10 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		float g = rand.nextFloat();
 		float b = rand.nextFloat();
 		constraintsColors.add(new Color(r, g, b));
-		disableOtherComponents(container);
+		if (image != null) {
+			currentStep = Label_step1;
+			disableOtherComponents(container);
+		}
 		updateUI();
 	}
 	
@@ -1000,7 +1012,7 @@ public class ConstraintsSelectionDialog extends JInternalFrame {
 		}
 	}
 	
-	void enableAllComponents() {
+	private void enableAllComponents() {
 		for(Component c : otherComponentList) {
 			c.setEnabled(true);
 		}

src/mustic/gui/dialog/csv/CSVToDataDialog.java

+package mustic.gui.dialog.csv;
+
+import java.awt.BorderLayout;
+import java.awt.Dialog;
+import java.awt.Dimension;
+import java.awt.GridLayout;
+import java.awt.event.ActionEvent;
+import java.awt.event.ActionListener;
+import java.awt.event.FocusEvent;
+import java.awt.event.FocusListener;
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Vector;
+
+import javax.swing.JButton;
+import javax.swing.JFileChooser;
+import javax.swing.JInternalFrame;
+import javax.swing.JLabel;
+import javax.swing.JOptionPane;
+import javax.swing.JPanel;
+import javax.swing.JTextField;
+
+import org.hibernate.mapping.Array;
+
+import jcl.data.Data;
+import jcl.data.DataObject;
+import jcl.data.SimpleData;
+import jcl.data.attribute.AttributeMultiDimSequence;
+import jcl.data.sampling.ImportedImageSampler;
+import mustic.gui.MainFrame;
+import mustic.gui.dialog.Messages;
+import mustic.gui.dialog.SequenceDialog;
+import mustic.io.ImageData;
+import mustic.io.RawImage;
+import mustic.utils.ImageHelper;
+import mustic.utils.documentFilter.ToUpdateObject;
+import mustic.utils.io.CSVUtils;
+import mustic.utils.io.dataExchange.DataArffExchange;
+import weka.core.Instance;
+import weka.core.Instances;
+
+
+/**
+ * Dialog that allow the user to generate a Data from an arff file
+ * 
+ * @author Baptiste LAFABREGUE
+ *
+ */
+public class CSVToDataDialog extends JInternalFrame implements ToUpdateObject {
+
+	private static final long serialVersionUID = 1L;
+
+	private JTextField 			textFile 			= new JTextField();
+
+	private JTextField 			textData 			= new JTextField();
+	
+	private JTextField 			textSeparator		= new JTextField();
+	
+	public CSVToDataDialog() {
+		super();
+
+		JPanel mainPanel = new JPanel(new BorderLayout());
+
+		JPanel panel = new JPanel(new GridLayout(3, 2));
+		JPanel pInpout = new JPanel(new BorderLayout());
+		panel.add(new JLabel(Messages.getString("CSVToDataDialog.0")), BorderLayout.WEST); //$NON-NLS-1$
+		pInpout.add(this.textFile, BorderLayout.CENTER);
+		this.textFile.addFocusListener(new FocusListener() {
+			@Override
+			public void focusLost(FocusEvent e) {
+				updateOutputName();
+			}
+
+			@Override
+			public void focusGained(FocusEvent e) {
+			}
+		});
+		
+		JButton buttonBrowse = new JButton("..."); //$NON-NLS-1$
+		buttonBrowse.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				JFileChooser fileChooser = new JFileChooser();
+				int returnVal = fileChooser
+						.showOpenDialog(CSVToDataDialog.this);
+				if (returnVal == JFileChooser.APPROVE_OPTION) {
+					CSVToDataDialog.this.textFile.setText(fileChooser
+							.getSelectedFile().getPath());
+					updateOutputName();
+					if (!fileChooser.getSelectedFile().getPath() 
+							.endsWith(".csv")) { //$NON-NLS-1$
+						JOptionPane.showMessageDialog(CSVToDataDialog.this,
+								Messages.getString("CSVToDataDialog.3"), //$NON-NLS-1$
+								Messages.getString("CSVToDataDialog.4"), //$NON-NLS-1$ 
+								JOptionPane.WARNING_MESSAGE);
+					}
+				}
+			}
+		});
+		pInpout.add(buttonBrowse, BorderLayout.EAST);
+		panel.add(pInpout);
+		
+		JPanel pSeparator = new JPanel(new BorderLayout());
+		panel.add(new JLabel(Messages.getString("CSVToDataDialog.2")), BorderLayout.WEST); //$NON-NLS-1$
+		pSeparator.add(this.textSeparator, BorderLayout.CENTER);
+		panel.add(pSeparator);
+		this.textSeparator.setText(";");
+
+		JPanel pOutpout = new JPanel(new BorderLayout());
+		panel.add(new JLabel(Messages.getString("CSVToDataDialog.5")), BorderLayout.WEST); //$NON-NLS-1$
+		pOutpout.add(this.textData, BorderLayout.CENTER);
+		panel.add(pOutpout);
+
+		this.textFile.setPreferredSize(new Dimension(200, 30));
+		JPanel panelButton = new JPanel();
+		JButton buttonOk = new JButton(Messages.getString("CSVToDataDialog.7")); //$NON-NLS-1$
+		panelButton.add(buttonOk);
+
+		buttonOk.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				buttonOk_actionPerformed();
+			}
+		});
+
+		mainPanel.add(panel, BorderLayout.NORTH);
+		mainPanel.add(panelButton, BorderLayout.SOUTH);
+
+		this.setContentPane(mainPanel);
+		this.setTitle(Messages.getString("CSVToDataDialog.8")); //$NON-NLS-1$
+		this.setSize(300, 180);
+		this.setResizable(true);
+		this.setMaximizable(true);
+		this.setIconifiable(true);
+		this.setClosable(true);
+		this.setVisible(true);
+	}
+	
+	private void updateOutputName() {
+		if (this.textData.getText() != null && this.textData.getText() != "") { //$NON-NLS-1$
+			// we don't update if there is already a value
+			return;
+		}
+		if (this.textFile.getText() != null && this.textFile.getText() != "") { //$NON-NLS-1$
+			this.textData.setText(ImageHelper.extractFileName(
+					ImageHelper.stripExtension(this.textData.getText())));
+			
+		}
+	}
+
+	@SuppressWarnings({ "unchecked", "deprecation" })
+	protected void buttonOk_actionPerformed() {
+		try {
+			List<DataObject> result = new ArrayList<DataObject>();
+			Data data = null;
+			
+			CSVUtils reader = null;
+	        try {
+	        	File file = new File(this.textFile.getText());
+				reader = new CSVUtils(file, this.textSeparator.getText().charAt(0));
+				List<String> line;
+				while((line = reader.readNext()) != null) {
+					extractObjectFromLine(result, line);
+				}
+			} catch (FileNotFoundException e) {
+				e.printStackTrace();
+				result = null;
+			}
+			
+			if(result != null) {
+					data = new SimpleData(result);
+				
+				if (this.textData.getText().length() == 0) {
+					this.textData.setText(ImageHelper.extractFileName(
+							ImageHelper.stripExtension(this.textData.getText())));
+				}
+				data.setDataName(this.textData.getText());
+				MainFrame.getInstance().createDataSession(data);
+				
+				JOptionPane.showMessageDialog(this,
+						Messages.getString("CSVToDataDialog.151") + this.textData.getText() //$NON-NLS-1$
+							+ " " + Messages.getString("CSVToDataDialog.152"),	//$NON-NLS-1$
+						Messages.getString("CSVToDataDialog.16"),  //$NON-NLS-1$
+						JOptionPane.INFORMATION_MESSAGE);
+			} else {
+				JOptionPane.showMessageDialog(this,
+						Messages.getString("CSVToDataDialog.41"),  //$NON-NLS-1$
+						Messages.getString("CSVToDataDialog.4"), //$NON-NLS-1$
+						JOptionPane.WARNING_MESSAGE);
+			}
+
+			this.dispose();
+		} catch (Exception e) {
+			JOptionPane.showMessageDialog(this,
+					Messages.getString("CSVToDataDialog.41"),  //$NON-NLS-1$
+					Messages.getString("CSVToDataDialog.4"), //$NON-NLS-1$ 
+					JOptionPane.WARNING_MESSAGE);
+			e.printStackTrace();
+		}
+	}
+
+	/**
+	 * Construct a DataObject from a set of Strings and add it to a List
+	 * @param list
+	 * 			the list to add the DataObject to
+	 * @param line
+	 * 			the line to interpret
+	 */
+	private void extractObjectFromLine(List<DataObject> list, List<String> line) {
+		DataObject obj = new DataObject(1);	
+		double[][] seq = new double[line.size()][];
+		for (int i = 0 ; i < line.size() ; i++) {
+			seq[i] = new double[1];
+			seq[i][0] = Double.parseDouble(line.get(i));
+				
+		}
+		obj.setAttribute(0, new AttributeMultiDimSequence(seq));
+		
+		list.add(obj);
+	}
+
+	@Override
+	public void update(String s) {
+		
+	}
+
+}

src/mustic/gui/dialog/messages_en.properties

@@ -70,7 +70,7 @@ ArffToImageDialog.8=ARFF
 ArffToImageDialog.9=%% Dimension 
 ArffToDataDialog.0=Input Arff file \: 
 ArffToDataDialog.151=The data 
-ArffToDataDialog.152= have been loaded.
+ArffToDataDialog.152=have been loaded.
 ArffToDataDialog.16=Success
 ArffToDataDialog.3=You must select an ARFF file.
 ArffToDataDialog.4=Warning
@@ -84,6 +84,22 @@ ArffToDataDialog.65=The number of image's channels does not match the sequence f
 ArffToDataDialog.7=OK
 ArffToDataDialog.8=ARFF
 ArffToDataDialog.9=%% Dimension 
+CSVToDataDialog.0=Input CSV file \: 
+CSVToDataDialog.151=The data 
+CSVToDataDialog.152=have been loaded.
+CSVToDataDialog.16=Success
+CSVToDataDialog.2=Separator to use :
+CSVToDataDialog.3=You must select a CSV file.
+CSVToDataDialog.4=Warning
+CSVToDataDialog.41=File selected isn't supported
+CSVToDataDialog.5=Output Data name :
+CSVToDataDialog.61=Do you want to associate some images to the Data ?\nYou need to associate 
+CSVToDataDialog.62= images to match the sequence.
+CSVToDataDialog.64=The number of images does not match the sequence length.
+CSVToDataDialog.65=The number of image's channels does not match the sequence format.
+CSVToDataDialog.7=OK
+CSVToDataDialog.8=CSV
+CSVToDataDialog.9=%% Dimension 
 ConcatenateImagesDialog.1=Image concatenation
 ConcatenateImagesDialog.2=Input image
 ConcatenateImagesDialog.21=You should select at least two files

src/mustic/gui/dialog/messages_fr.properties

@@ -70,7 +70,7 @@ ArffToImageDialog.8=ARFF
 ArffToImageDialog.9=%% Dimension 
 ArffToDataDialog.0=Fichier Arff en entre \: 
 ArffToDataDialog.151=Le Data  
-ArffToDataDialog.152= a t charg.
+ArffToDataDialog.152=a t charg.
 ArffToDataDialog.16=Succs
 ArffToDataDialog.3=Vous devez choisir un fichier ARFF.
 ArffToDataDialog.4=Attention
@@ -80,10 +80,26 @@ ArffToDataDialog.61=Voulez vous associer des images
 ArffToDataDialog.62= images  associer  la squence.
 ArffToDataDialog.63=\n\nLes images suivantes sont  l'origine du fichier arff :\n
 ArffToDataDialog.64=Le nombre d'images ne correspond  la longueur de la squence.
-ArffToDataDialog.65=Le nombre de bandes ne correspond entre la s"quences et les images.
+ArffToDataDialog.65=Le nombre de bandes ne correspond entre la squences et les images.
 ArffToDataDialog.7=OK
 ArffToDataDialog.8=ARFF
 ArffToDataDialog.9=%% Dimension 
+CSVToDataDialog.0=Fichier CSV en entre \: 
+CSVToDataDialog.151=Le Data  
+CSVToDataDialog.152=a t charg.
+CSVToDataDialog.16=Succs
+CSVToDataDialog.2=Sparateur  utiliser :
+CSVToDataDialog.3=Vous devez choisir un fichier CSV.
+CSVToDataDialog.4=Attention
+CSVToDataDialog.41=Le fichier slectionn n'est pas support.
+CSVToDataDialog.5=Nom du Data a crer :
+CSVToDataDialog.61=Voulez vous associer des images  cette squence ?\nVous devez choisir 
+CSVToDataDialog.62= images  associer  la squence.
+CSVToDataDialog.64=Le nombre d'images ne correspond  la longueur de la squence.
+CSVToDataDialog.65=Le nombre de bandes ne correspond entre la squences et les images.
+CSVToDataDialog.7=OK
+CSVToDataDialog.8=CSV
+CSVToDataDialog.9=%% Dimension 
 ConfigDialog.0=Afficher une barre  outils
 ConfigDialog.1=Configuration
 ConfigDialog.10=moyen

src/mustic/gui/messages_en.properties

@@ -162,8 +162,12 @@ MainFrame.301=Constraints
 MainFrame.302=Arff to Data
 MainFrame.303=Data to Arff
 MainFrame.304=Distance Matrix
+MainFrame.305=CSV to Data
+MainFrame.306=Result to CSV
 MainFrame.31=TransformationBmpToRoi...
-MainFrame.32=Image/Data/ARFF
+MainFrame.32=Import/Export
+MainFrame.321=ARFF
+MainFrame.322=CSV
 MainFrame.33=Image to ARFF...
 MainFrame.34=Load arff...
 MainFrame.35=ARFF to image...

src/mustic/gui/messages_fr.properties

@@ -159,11 +159,15 @@ MainFrame.29=Appliquer le masque...
 MainFrame.3=nb sessions
 MainFrame.30=Crer un sous-image...
 MainFrame.301=Contraintes
-MainFrame.302=Arff en Data
-MainFrame.303=Data en Arff
+MainFrame.302=Arff vers Data
+MainFrame.303=Data vers Arff
 MainFrame.304=Matrice des distances
+MainFrame.305=CSV vers Data
+MainFrame.306=Rsultat vers CSV
 MainFrame.31=TransformationBmpEnRoi...
-MainFrame.32=Image/Data/ARFF
+MainFrame.32=Import/Export
+MainFrame.321=ARFF
+MainFrame.322=CSV
 MainFrame.33=Image en ARFF...
 MainFrame.34=Charger Arff...
 MainFrame.35=ARFF en image...

src/mustic/gui/panels/classifier/AgentListManager.java

 package mustic.gui.panels.classifier;
 
+import jcl.data.Data;
 import jcl.learning.LearningParameters;
-import mustic.io.ImageData;
 
 public interface AgentListManager {
 
-	void addAgent(LearningParameters params, ImageData data);
+	void addAgent(LearningParameters params, Data data);
 
 	void removeAgent(int index);
 

src/mustic/gui/panels/classifier/ClassifierPanel.java

@@ -17,8 +17,10 @@ import javax.xml.parsers.SAXParserFactory;
 import jcl.Classification;
 import jcl.data.Data;
 import jcl.data.DataObject;
+import jcl.data.SimpleData;
 import jcl.data.attribute.AttributeMultiDimSequence;
 import jcl.io.arff.ClassificationParametersIO;
+import jcl.io.results.CSVResultWriter;
 import jcl.jcld.RmiServer;
 import jcl.learning.LearningParameters;
 import jcl.learning.methods.ClassifierUtils;
@@ -34,6 +36,8 @@ import jcl.learning.methods.monostrategy.kmeans.otb.ParametersOTBKmeans;
 import jcl.learning.methods.monostrategy.perceptron.ParametersPerceptron;
 import jcl.learning.methods.monostrategy.random.ParametersRandom;
 import jcl.learning.methods.monostrategy.som.ParametersSOM;
+import jcl.learning.methods.multistrategy.samarah.HybridClassification;
+import jcl.learning.methods.multistrategy.samarah.SamarahConfig;
 import jcl.weights.ClassificationWeights;
 import jcl.weights.GlobalWeights;
 import mustic.gui.*;
@@ -46,6 +50,7 @@ import mustic.models.gui.dialogs.ServerParametersDialog;
 import mustic.models.gui.panels.AttributeSelectionPanel;
 import mustic.models.gui.panels.HybridClassificationAdvancedParametersPanel;
 import mustic.models.thread.ClassificationThread;
+import mustic.utils.io.CSVUtils;
 import mustic.utils.io.dataExchange.DataArffExchange;
 
 import com.l2fprod.common.swing.JTaskPane;
@@ -94,6 +99,7 @@ public class ClassifierPanel extends JPanel {
 	/** Bouton d'action : lance la classification */
 	public JButton	                                   classifyButton	          = new JButton(Messages.getString("ClassifierPanel.4"));	//$NON-NLS-1$
 
+	public JButton customButton = new JButton("Custom Classif");
 	/** La panel pour l'affichage du bouton de lancement de la classification */
 	private JPanel	                                   classifyButton_	          = new JPanel();
 
@@ -415,6 +421,14 @@ public class ClassifierPanel extends JPanel {
 			}
 		});
 
+		/* Lance la classification */
+		this.customButton.addActionListener(new ActionListener() {
+			@Override
+			public void actionPerformed(ActionEvent e) {
+				//customClassify();
+			}
+		});
+
 		/* Lance la classification */
 		this.classifierButton.addActionListener(new ActionListener() {
 			@Override
@@ -445,6 +459,7 @@ public class ClassifierPanel extends JPanel {
 		/* Affichage */
 		if (!monoApproach) {
 			classifyButton_.add(this.classifyButton);
+			classifyButton_.add(this.customButton);
 			// classifyButton_.add(this.classifierButton);
 			// classifierButton.setVisible(false);