source: src/main/java/weka/gui/experiment/ResultsPanel.java @ 24

/*
 *    This program is free software; you can redistribute it and/or modify
 *    it under the terms of the GNU General Public License as published by
 *    the Free Software Foundation; either version 2 of the License, or
 *    (at your option) any later version.
 *
 *    This program is distributed in the hope that it will be useful,
 *    but WITHOUT ANY WARRANTY; without even the implied warranty of
 *    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *    GNU General Public License for more details.
 *
 *    You should have received a copy of the GNU General Public License
 *    along with this program; if not, write to the Free Software
 *    Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
 */

/*
 *    ResultsPanel.java
 *    Copyright (C) 1999 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.gui.experiment;

import java.awt.BorderLayout;
import java.awt.Dimension;
import java.awt.Font;
import java.awt.GridBagConstraints;
import java.awt.GridBagLayout;
import java.awt.GridLayout;
import java.awt.Insets;
import java.awt.event.ActionEvent;
import java.awt.event.ActionListener;
import java.awt.event.WindowAdapter;
import java.awt.event.WindowEvent;
import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.Reader;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.StringTokenizer;
import java.util.Vector;

import javax.swing.BorderFactory;
import javax.swing.DefaultComboBoxModel;
import javax.swing.DefaultListModel;
import javax.swing.JButton;
import javax.swing.JCheckBox;
import javax.swing.JComboBox;
import javax.swing.JFileChooser;
import javax.swing.JFrame;
import javax.swing.JLabel;
import javax.swing.JList;
import javax.swing.JOptionPane;
import javax.swing.JPanel;
import javax.swing.JScrollPane;
import javax.swing.JSplitPane;
import javax.swing.JTextArea;
import javax.swing.JTextField;
import javax.swing.ListSelectionModel;
import javax.swing.SwingConstants;
import javax.swing.SwingUtilities;

import weka.core.Attribute;
import weka.core.ClassDiscovery;
import weka.core.Instance;
import weka.core.Instances;
import weka.core.Range;
import weka.core.converters.CSVLoader;
import weka.experiment.CSVResultListener;
import weka.experiment.DatabaseResultListener;
import weka.experiment.Experiment;
import weka.experiment.InstanceQuery;
import weka.experiment.PairedCorrectedTTester;
import weka.experiment.ResultMatrix;
import weka.experiment.ResultMatrixPlainText;
import weka.experiment.Tester;
import weka.gui.DatabaseConnectionDialog;
import weka.gui.ExtensionFileFilter;
import weka.gui.GenericObjectEditor;
import weka.gui.ListSelectorDialog;
import weka.gui.PropertyDialog;
import weka.gui.ResultHistoryPanel;
import weka.gui.SaveBuffer;

/** 
 * This panel controls simple analysis of experimental results.
 *
 * @author Len Trigg (trigg@cs.waikato.ac.nz)
 * @version $Revision: 6087 $
 */
public class ResultsPanel
  extends JPanel {

  /** for serialization. */
  private static final long serialVersionUID = -4913007978534178569L;

  /** Message shown when no experimental results have been loaded. */
  protected static final String NO_SOURCE = "No source";

  /** Click to load results from a file. */
  protected JButton m_FromFileBut = new JButton("File...");

  /** Click to load results from a database. */
  protected JButton m_FromDBaseBut = new JButton("Database...");

  /** Click to get results from the destination given in the experiment. */
  protected JButton m_FromExpBut = new JButton("Experiment");

  /** Displays a message about the current result set. */
  protected JLabel m_FromLab = new JLabel(NO_SOURCE);

  /**
   * This is needed to get around a bug in Swing <= 1.1 -- Once everyone
   * is using Swing 1.1.1 or higher just remove this variable and use the
   * no-arg constructor to DefaultComboBoxModel.
   */
  private static String [] FOR_JFC_1_1_DCBM_BUG = {""};

  /** The model embedded in m_DatasetCombo. */
  protected DefaultComboBoxModel m_DatasetModel =
    new DefaultComboBoxModel(FOR_JFC_1_1_DCBM_BUG);
  
  /** The model embedded in m_CompareCombo. */
  protected DefaultComboBoxModel m_CompareModel = 
    new DefaultComboBoxModel(FOR_JFC_1_1_DCBM_BUG);
  
  /** The model embedded in m_SortCombo. */
  protected DefaultComboBoxModel m_SortModel = 
    new DefaultComboBoxModel(FOR_JFC_1_1_DCBM_BUG);
  
  /** The model embedded in m_TestsList. */
  protected DefaultListModel m_TestsModel = new DefaultListModel();
  
  /** The model embedded in m_DisplayedList. */
  protected DefaultListModel m_DisplayedModel = new DefaultListModel();

  /** Displays the currently selected Tester-Class. */
  protected JLabel m_TesterClassesLabel = new JLabel("Testing with",
                                                 SwingConstants.RIGHT);
  
  /** Contains all the available classes implementing the Tester-Interface 
   * (the display names).
   * @see Tester */
  protected static DefaultComboBoxModel m_TesterClassesModel = 
    new DefaultComboBoxModel(FOR_JFC_1_1_DCBM_BUG);

  /** Contains all the available classes implementing the Tester-Interface
   * (the actual Classes).
   * @see Tester */
  protected static Vector m_Testers = null;
  
  /** determine all classes implementing the Tester interface (in the same
   * package!).
   * @see Tester
   * @see ClassDiscovery */
  static {
    Vector classes = GenericObjectEditor.getClassnames(Tester.class.getName());

    // set names and classes
    m_Testers            = new Vector();
    m_TesterClassesModel = new DefaultComboBoxModel();
    for (int i = 0; i < classes.size(); i++) {
      try {
        Class cls = Class.forName(classes.get(i).toString());
        Tester tester = (Tester) cls.newInstance();
        m_Testers.add(cls);
        m_TesterClassesModel.addElement(tester.getDisplayName());
      }
      catch (Exception e) {
        e.printStackTrace();
      }
    }
  }

  /** Lists all the available classes implementing the Tester-Interface.
   * @see Tester */
  protected JComboBox m_TesterClasses = 
    new JComboBox(m_TesterClassesModel);

  /** Label for the dataset and result key buttons. */
  protected JLabel m_DatasetAndResultKeysLabel = new JLabel("Select rows and cols",
                                                 SwingConstants.RIGHT);

  /** the panel encapsulating the Rows/Columns/Swap buttons. */
  protected JPanel m_PanelDatasetResultKeys = new JPanel(new GridLayout(1, 3));
  
  /** Click to edit the columns used to determine the scheme. */
  protected JButton m_DatasetKeyBut = new JButton("Rows");

  /** Stores the list of attributes for selecting the scheme columns. */
  protected DefaultListModel m_DatasetKeyModel = new DefaultListModel();

  /** Displays the list of selected columns determining the scheme. */
  protected JList m_DatasetKeyList = new JList(m_DatasetKeyModel);

  /** Click to edit the columns used to determine the scheme. */
  protected JButton m_ResultKeyBut = new JButton("Cols");

  /** For swapping rows and columns. */
  protected JButton m_SwapDatasetKeyAndResultKeyBut = new JButton("Swap");

  /** Stores the list of attributes for selecting the scheme columns. */
  protected DefaultListModel m_ResultKeyModel = new DefaultListModel();

  /** Displays the list of selected columns determining the scheme. */
  protected JList m_ResultKeyList = new JList(m_ResultKeyModel);

  /** Lets the user select which scheme to base comparisons against. */
  protected JButton m_TestsButton = new JButton("Select");

  /** Lets the user select which schemes are compared to base. */
  protected JButton m_DisplayedButton = new JButton("Select");

  /** Holds the list of schemes to base the test against. */
  protected JList m_TestsList = new JList(m_TestsModel);

  /** Holds the list of schemes to display. */
  protected JList m_DisplayedList = new JList(m_DisplayedModel);

  /** Lets the user select which performance measure to analyze. */
  protected JComboBox m_CompareCombo = new JComboBox(m_CompareModel);

  /** Lets the user select which column to use for sorting. */
  protected JComboBox m_SortCombo = new JComboBox(m_SortModel);

  /** Lets the user edit the test significance. */
  protected JTextField m_SigTex = new JTextField(
      "" + ExperimenterDefaults.getSignificance());

  /** Lets the user select whether standard deviations are to be output
      or not. */
  protected JCheckBox m_ShowStdDevs = 
    new JCheckBox("");
  
  /** lets the user choose the format for the output. */
  protected JButton m_OutputFormatButton = new JButton("Select");

  /** Click to start the test. */
  protected JButton m_PerformBut = new JButton("Perform test");
  
  /** Click to save test output to a file. */
  protected JButton m_SaveOutBut = new JButton("Save output");

  /** The buffer saving object for saving output. */
  SaveBuffer m_SaveOut = new SaveBuffer(null, this);

  /** Displays the output of tests. */
  protected JTextArea m_OutText = new JTextArea();

  /** A panel controlling results viewing. */
  protected ResultHistoryPanel m_History = new ResultHistoryPanel(m_OutText);
  
  /** The file chooser for selecting result files. */
  protected JFileChooser m_FileChooser = new JFileChooser(new File(System.getProperty("user.dir")));
 
  // File filters for various file types.
  /** CSV file filter. */
  protected ExtensionFileFilter m_csvFileFilter = 
    new ExtensionFileFilter(CSVLoader.FILE_EXTENSION, "CSV data files");

  /** ARFF file filter. */
  protected ExtensionFileFilter m_arffFileFilter = 
    new ExtensionFileFilter(Instances.FILE_EXTENSION, "Arff data files");

  /** The PairedTTester object. */
  protected Tester m_TTester = new PairedCorrectedTTester();
  
  /** The instances we're extracting results from. */
  protected Instances m_Instances;

  /** Does any database querying for us. */
  protected InstanceQuery m_InstanceQuery;

  /** A thread to load results instances from a file or database. */
  protected Thread m_LoadThread;
  
  /** An experiment (used for identifying a result source) -- optional. */
  protected Experiment m_Exp;

  /** the size for a combobox. */
  private Dimension COMBO_SIZE = new Dimension(210, m_ResultKeyBut.getPreferredSize().height);

  /** the initial result matrix. */
  protected ResultMatrix m_ResultMatrix = new ResultMatrixPlainText();
  
  /**
   * Creates the results panel with no initial experiment.
   */
  public ResultsPanel() {

    // defaults
    m_TTester.setSignificanceLevel(ExperimenterDefaults.getSignificance());
    m_TTester.setShowStdDevs(ExperimenterDefaults.getShowStdDevs());
    m_ResultMatrix = ExperimenterDefaults.getOutputFormat();
    m_ResultMatrix.setShowStdDev(ExperimenterDefaults.getShowStdDevs());
    m_ResultMatrix.setMeanPrec(ExperimenterDefaults.getMeanPrecision());
    m_ResultMatrix.setStdDevPrec(ExperimenterDefaults.getStdDevPrecision());
    m_ResultMatrix.setRemoveFilterName(ExperimenterDefaults.getRemoveFilterClassnames());
    m_ResultMatrix.setShowAverage(ExperimenterDefaults.getShowAverage());

    // Create/Configure/Connect components
    
    m_FileChooser.
      addChoosableFileFilter(m_csvFileFilter);
    m_FileChooser.
      addChoosableFileFilter(m_arffFileFilter);

    m_FileChooser.setFileSelectionMode(JFileChooser.FILES_ONLY);
    m_FromExpBut.setEnabled(false);
    m_FromExpBut.setMnemonic('E');
    m_FromExpBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        if (m_LoadThread == null) {
          m_LoadThread = new Thread() {
            public void run() {
              setInstancesFromExp(m_Exp);
              m_LoadThread = null;
            }
          };
          m_LoadThread.start();
        }
      }
    });
    m_FromDBaseBut.setMnemonic('D');
    m_FromDBaseBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        if (m_LoadThread == null) {
          m_LoadThread = new Thread() {
            public void run() {
              setInstancesFromDBaseQuery();
            m_LoadThread = null;
            }
          };
          m_LoadThread.start();
        }
      }
    });
    m_FromFileBut.setMnemonic('F');
    m_FromFileBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        int returnVal = m_FileChooser.showOpenDialog(ResultsPanel.this);
        if (returnVal == JFileChooser.APPROVE_OPTION) {
          final File selected = m_FileChooser.getSelectedFile();
          if (m_LoadThread == null) {
            m_LoadThread = new Thread() {
              public void run() {
                setInstancesFromFile(selected);
                m_LoadThread = null;
              }
            };
            m_LoadThread.start();
          }
        }
      }
    });
    setComboSizes();
    m_TesterClasses.setEnabled(false);
    m_DatasetKeyBut.setEnabled(false);
    m_DatasetKeyBut.setToolTipText("For selecting the keys that are shown as rows.");
    m_DatasetKeyBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        setDatasetKeyFromDialog();
      }
    });
    m_DatasetKeyList.setSelectionMode(ListSelectionModel
                                      .MULTIPLE_INTERVAL_SELECTION);
    m_ResultKeyBut.setEnabled(false);
    m_ResultKeyBut.setToolTipText("For selecting the keys that are shown as columns.");
    m_ResultKeyBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        setResultKeyFromDialog();
      }
    });
    m_ResultKeyList.setSelectionMode(ListSelectionModel
                                     .MULTIPLE_INTERVAL_SELECTION);
    m_SwapDatasetKeyAndResultKeyBut.setEnabled(false);
    m_SwapDatasetKeyAndResultKeyBut.setToolTipText("Swaps the keys for selecting rows and columns.");
    m_SwapDatasetKeyAndResultKeyBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        swapDatasetKeyAndResultKey();
      }
    });
    m_CompareCombo.setEnabled(false);
    m_SortCombo.setEnabled(false);

    m_SigTex.setEnabled(false);
    m_TestsButton.setEnabled(false);
    m_TestsButton.addActionListener(new ActionListener() {
        public void actionPerformed(ActionEvent e) {
          setTestBaseFromDialog();
        }
      });

    m_DisplayedButton.setEnabled(false);
    m_DisplayedButton.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        setDisplayedFromDialog();
      }
      });

    m_ShowStdDevs.setEnabled(false);
    m_ShowStdDevs.setSelected(ExperimenterDefaults.getShowStdDevs());
    m_OutputFormatButton.setEnabled(false);
    m_OutputFormatButton.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        setOutputFormatFromDialog();
      }
      });
    
    m_PerformBut.setEnabled(false);
    m_PerformBut.addActionListener(new ActionListener() {
      public void actionPerformed(ActionEvent e) {
        performTest();
        m_SaveOutBut.setEnabled(true);
      }
    });

    m_PerformBut.setToolTipText(m_TTester.getToolTipText());

    m_SaveOutBut.setEnabled(false);
    m_SaveOutBut.addActionListener(new ActionListener() {
        public void actionPerformed(ActionEvent e) {
          saveBuffer();
        }
      });
    m_OutText.setFont(new Font("Monospaced", Font.PLAIN, 12));
    m_OutText.setBorder(BorderFactory.createEmptyBorder(5, 5, 5, 5));
    m_OutText.setEditable(false);
    m_History.setBorder(BorderFactory.createTitledBorder("Result list"));


    // Set up the GUI layout
    JPanel p1 = new JPanel();
    p1.setBorder(BorderFactory.createTitledBorder("Source"));
    JPanel p2 = new JPanel();
    GridBagLayout gb = new GridBagLayout();
    GridBagConstraints constraints = new GridBagConstraints();
    p2.setBorder(BorderFactory.createEmptyBorder(5, 5, 10, 5));
    //    p2.setLayout(new GridLayout(1, 3));
    p2.setLayout(gb);
    constraints.gridx=0;constraints.gridy=0;constraints.weightx=5;
    constraints.fill = GridBagConstraints.HORIZONTAL;
    constraints.gridwidth=1;constraints.gridheight=1;
    constraints.insets = new Insets(0,2,0,2);
    p2.add(m_FromFileBut,constraints);
    constraints.gridx=1;constraints.gridy=0;constraints.weightx=5;
    constraints.gridwidth=1;constraints.gridheight=1;
    p2.add(m_FromDBaseBut,constraints);
    constraints.gridx=2;constraints.gridy=0;constraints.weightx=5;
    constraints.gridwidth=1;constraints.gridheight=1;
    p2.add(m_FromExpBut,constraints);
    p1.setLayout(new BorderLayout());
    p1.add(m_FromLab, BorderLayout.CENTER);
    p1.add(p2, BorderLayout.EAST);

    JPanel p3 = new JPanel();
    p3.setBorder(BorderFactory.createTitledBorder("Configure test"));
    GridBagLayout gbL = new GridBagLayout();
    p3.setLayout(gbL);

    int y = 0;
    GridBagConstraints gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(m_TesterClassesLabel,gbC);
    m_TesterClassesLabel.setDisplayedMnemonic('w');
    m_TesterClassesLabel.setLabelFor(m_TesterClasses);
    p3.add(m_TesterClassesLabel);
    gbC = new GridBagConstraints();
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbL.setConstraints(m_TesterClasses, gbC);
    p3.add(m_TesterClasses);
    m_TesterClasses.addActionListener(new ActionListener() {
        public void actionPerformed(ActionEvent e) {
          setTester();
        }
      });
    setSelectedItem(m_TesterClasses, ExperimenterDefaults.getTester());
    
    y++;
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(m_DatasetAndResultKeysLabel,gbC);
    m_DatasetAndResultKeysLabel.setDisplayedMnemonic('R');
    m_DatasetAndResultKeysLabel.setLabelFor(m_DatasetKeyBut);
    p3.add(m_DatasetAndResultKeysLabel);
    
    m_PanelDatasetResultKeys.add(m_DatasetKeyBut);
    m_PanelDatasetResultKeys.add(m_ResultKeyBut);
    m_PanelDatasetResultKeys.add(m_SwapDatasetKeyAndResultKeyBut);
    gbC = new GridBagConstraints();
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_PanelDatasetResultKeys, gbC);
    p3.add(m_PanelDatasetResultKeys);
    
    y++;
    JLabel lab = new JLabel("Comparison field", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('m');
    lab.setLabelFor(m_CompareCombo);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbL.setConstraints(m_CompareCombo, gbC);
    p3.add(m_CompareCombo);
    
    y++;
    lab = new JLabel("Significance", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('g');
    lab.setLabelFor(m_SigTex);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbL.setConstraints(m_SigTex, gbC);
    p3.add(m_SigTex);
    
    y++;
    lab = new JLabel("Sorting (asc.) by", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('S');
    lab.setLabelFor(m_SortCombo);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.WEST;
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_SortCombo, gbC);
    p3.add(m_SortCombo);
    
    y++;
    lab = new JLabel("Test base", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('b');
    lab.setLabelFor(m_TestsButton);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_TestsButton, gbC);
    p3.add(m_TestsButton);

    y++;
    lab = new JLabel("Displayed Columns", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('i');
    lab.setLabelFor(m_DisplayedButton);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_DisplayedButton, gbC);
    p3.add(m_DisplayedButton);

    y++;
    lab = new JLabel("Show std. deviations", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('a');
    lab.setLabelFor(m_ShowStdDevs);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.WEST;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_ShowStdDevs, gbC);
    p3.add(m_ShowStdDevs);

    y++;
    lab = new JLabel("Output Format", SwingConstants.RIGHT);
    lab.setDisplayedMnemonic('O');
    lab.setLabelFor(m_OutputFormatButton);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.EAST;
    gbC.gridy = y;     gbC.gridx = 0;
    gbC.insets = new Insets(2, 10, 2, 10);
    gbL.setConstraints(lab, gbC);
    p3.add(lab);
    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.WEST;
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = y;     gbC.gridx = 1;  gbC.weightx = 100;
    gbC.insets = new Insets(5,0,5,0);
    gbL.setConstraints(m_OutputFormatButton, gbC);
    p3.add(m_OutputFormatButton);
    
    JPanel output = new JPanel();
    output.setLayout(new BorderLayout());
    output.setBorder(BorderFactory.createTitledBorder("Test output"));
    output.add(new JScrollPane(m_OutText), BorderLayout.CENTER);

    JPanel mondo = new JPanel();
    gbL = new GridBagLayout();
    mondo.setLayout(gbL);
    gbC = new GridBagConstraints();
    //    gbC.anchor = GridBagConstraints.WEST;
    //    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = 0;     gbC.gridx = 0;
    gbL.setConstraints(p3, gbC);
    mondo.add(p3);

    JPanel bts = new JPanel();
    m_PerformBut.setMnemonic('t');
    m_SaveOutBut.setMnemonic('S');
    bts.setLayout(new GridLayout(1,2,5,5));
    bts.add(m_PerformBut);
    bts.add(m_SaveOutBut);

    gbC = new GridBagConstraints();
    gbC.anchor = GridBagConstraints.NORTH;
    gbC.fill = GridBagConstraints.HORIZONTAL;
    gbC.gridy = 1;     gbC.gridx = 0;
    gbC.insets = new Insets(5,5,5,5);
    gbL.setConstraints(bts, gbC);
    mondo.add(bts);
    gbC = new GridBagConstraints();
    //gbC.anchor = GridBagConstraints.NORTH;
    gbC.fill = GridBagConstraints.BOTH;
    gbC.gridy = 2;     gbC.gridx = 0; gbC.weightx = 0;
    gbC.weighty = 100;
    gbL.setConstraints(m_History, gbC);
    mondo.add(m_History);
    /*gbC = new GridBagConstraints();
    gbC.fill = GridBagConstraints.BOTH;
    gbC.gridy = 0;     gbC.gridx = 1;
    gbC.gridheight = 3;
    gbC.weightx = 100; gbC.weighty = 100;
    gbL.setConstraints(output, gbC);*/
    //mondo.add(output);
    JSplitPane splitPane = new JSplitPane(JSplitPane.HORIZONTAL_SPLIT,
                                          mondo, output);
    splitPane.setOneTouchExpandable(true);
    //splitPane.setDividerLocation(100);

    setLayout(new BorderLayout());
    add(p1, BorderLayout.NORTH);
    //add(mondo , BorderLayout.CENTER);
    add(splitPane , BorderLayout.CENTER);
  }

  /**
   * Sets the combo-boxes to a fixed size so they don't take up too much room
   * that would be better devoted to the test output box.
   */
  protected void setComboSizes() {
    
    m_TesterClasses.setPreferredSize(COMBO_SIZE);
    m_PanelDatasetResultKeys.setPreferredSize(COMBO_SIZE);
    m_CompareCombo.setPreferredSize(COMBO_SIZE);
    m_SigTex.setPreferredSize(COMBO_SIZE);
    m_SortCombo.setPreferredSize(COMBO_SIZE);

    m_TesterClasses.setMaximumSize(COMBO_SIZE);
    m_PanelDatasetResultKeys.setMaximumSize(COMBO_SIZE);
    m_CompareCombo.setMaximumSize(COMBO_SIZE);
    m_SigTex.setMaximumSize(COMBO_SIZE);
    m_SortCombo.setMaximumSize(COMBO_SIZE);

    m_TesterClasses.setMinimumSize(COMBO_SIZE);
    m_PanelDatasetResultKeys.setMinimumSize(COMBO_SIZE);
    m_CompareCombo.setMinimumSize(COMBO_SIZE);
    m_SigTex.setMinimumSize(COMBO_SIZE);
    m_SortCombo.setMinimumSize(COMBO_SIZE);
  }
  
  /**
   * Tells the panel to use a new experiment.
   *
   * @param exp a value of type 'Experiment'
   */
  public void setExperiment(Experiment exp) {
    
    m_Exp = exp;
    m_FromExpBut.setEnabled(exp != null);
  }

  /**
   * Queries the user enough to make a database query to retrieve experiment
   * results.
   */
  protected void setInstancesFromDBaseQuery() {

    try {
      if (m_InstanceQuery == null) {
        m_InstanceQuery = new InstanceQuery();
      }
      String dbaseURL = m_InstanceQuery.getDatabaseURL();
      String username = m_InstanceQuery.getUsername();
      String passwd = m_InstanceQuery.getPassword();
      /*dbaseURL = (String) JOptionPane.showInputDialog(this,
                                             "Enter the database URL",
                                             "Query Database",
                                             JOptionPane.PLAIN_MESSAGE,
                                             null,
                                             null,
                                             dbaseURL);*/
     
      
      
      DatabaseConnectionDialog dbd= new DatabaseConnectionDialog(null,dbaseURL,username);
      dbd.setVisible(true);
      
      //if (dbaseURL == null) {
      if (dbd.getReturnValue()==JOptionPane.CLOSED_OPTION) {
        m_FromLab.setText("Cancelled");
        return;
      }
      dbaseURL=dbd.getURL();
      username=dbd.getUsername();
      passwd=dbd.getPassword();
      m_InstanceQuery.setDatabaseURL(dbaseURL);
      m_InstanceQuery.setUsername(username);
      m_InstanceQuery.setPassword(passwd);
      m_InstanceQuery.setDebug(dbd.getDebug());
      
      m_InstanceQuery.connectToDatabase();
      if (!m_InstanceQuery.experimentIndexExists()) {
        System.err.println("not found");
        m_FromLab.setText("No experiment index");
        m_InstanceQuery.disconnectFromDatabase();
        return;
      }
      System.err.println("found");
      m_FromLab.setText("Getting experiment index");
      Instances index = m_InstanceQuery.retrieveInstances("SELECT * FROM "
                                       + InstanceQuery.EXP_INDEX_TABLE);
      if (index.numInstances() == 0) {
        m_FromLab.setText("No experiments available");
        m_InstanceQuery.disconnectFromDatabase();
        return; 
      }
      m_FromLab.setText("Got experiment index");

      DefaultListModel lm = new DefaultListModel();
      for (int i = 0; i < index.numInstances(); i++) {
        lm.addElement(index.instance(i).toString());
      }
      JList jl = new JList(lm);
      jl.setSelectedIndex(0);
      int result;
      // display dialog only if there's not just one result!
      if (jl.getModel().getSize() != 1) {
        ListSelectorDialog jd = new ListSelectorDialog(null, jl);
        result = jd.showDialog();
      }
      else {
        result = ListSelectorDialog.APPROVE_OPTION;
      }
      if (result != ListSelectorDialog.APPROVE_OPTION) {
        m_FromLab.setText("Cancelled");
        m_InstanceQuery.disconnectFromDatabase();
        return;
      }
      Instance selInst = index.instance(jl.getSelectedIndex());
      Attribute tableAttr = index.attribute(InstanceQuery.EXP_RESULT_COL);
      String table = InstanceQuery.EXP_RESULT_PREFIX
        + selInst.toString(tableAttr);
      setInstancesFromDatabaseTable(table);
      
    } catch (Exception ex) {
       // 1. print complete stacktrace
       ex.printStackTrace();
       // 2. print message in panel
       m_FromLab.setText("Problem reading database: '" + ex.getMessage() + "'");
    }
  }
  
  /**
   * Examines the supplied experiment to determine the results destination
   * and attempts to load the results.
   *
   * @param exp a value of type 'Experiment'
   */
  protected void setInstancesFromExp(Experiment exp) {

    if ((exp.getResultListener() instanceof CSVResultListener)) { 
      File resultFile = ((CSVResultListener) exp.getResultListener())
        .getOutputFile();
      if ((resultFile == null)) {
        m_FromLab.setText("No result file");
      } else {
        setInstancesFromFile(resultFile);
      }
    } else if (exp.getResultListener() instanceof DatabaseResultListener) {
      String dbaseURL = ((DatabaseResultListener) exp.getResultListener())
        .getDatabaseURL();
      try {
        if (m_InstanceQuery == null) {
          m_InstanceQuery = new InstanceQuery();
        }
        m_InstanceQuery.setDatabaseURL(dbaseURL);
        m_InstanceQuery.connectToDatabase();
        String tableName = m_InstanceQuery
          .getResultsTableName(exp.getResultProducer());
        setInstancesFromDatabaseTable(tableName);
      } catch (Exception ex) {
        m_FromLab.setText("Problem reading database");
      }
    } else {
      m_FromLab.setText("Can't get results from experiment");
    }
  }

  
  /**
   * Queries a database to load results from the specified table name. The
   * database connection must have already made by m_InstanceQuery.
   *
   * @param tableName the name of the table containing results to retrieve.
   */
  protected void setInstancesFromDatabaseTable(String tableName) {

    try {
      m_FromLab.setText("Reading from database, please wait...");
      final Instances i = m_InstanceQuery.retrieveInstances("SELECT * FROM "
                                                      + tableName);
      SwingUtilities.invokeAndWait(new Runnable() {
        public void run() {
          setInstances(i);
        }
      });
      m_InstanceQuery.disconnectFromDatabase();
    } catch (Exception ex) {
      m_FromLab.setText(ex.getMessage());
    }
  }
  
  /**
   * Loads results from a set of instances contained in the supplied
   * file.
   *
   * @param f a value of type 'File'
   */
  protected void setInstancesFromFile(File f) {

    String fileType = f.getName();
    try {
      m_FromLab.setText("Reading from file...");
      if (f.getName().toLowerCase().endsWith(Instances.FILE_EXTENSION)) {           
        fileType = "arff";
        Reader r = new BufferedReader(new FileReader(f));
        setInstances(new Instances(r));
        r.close();
      } else if (f.getName().toLowerCase().endsWith(CSVLoader.FILE_EXTENSION)) {
        fileType = "csv";
        CSVLoader cnv = new CSVLoader();
        cnv.setSource(f);
        Instances inst = cnv.getDataSet();
        setInstances(inst);
      } else {
        throw new Exception("Unrecognized file type");
      }
    } catch (Exception ex) {
      m_FromLab.setText("File '" + f.getName() + "' not recognised as an "
                          +fileType+" file.");
      if (JOptionPane.showOptionDialog(ResultsPanel.this,
                                       "File '" + f.getName()
                                       + "' not recognised as an "
                                       +fileType+" file.\n"
                                       + "Reason:\n" + ex.getMessage(),
                                       "Load Instances",
                                       0,
                                       JOptionPane.ERROR_MESSAGE,
                                       null,
                                       new String[] {"OK"},
                                       null) == 1) {
        
      }
    }  
  }
  
  /**
   * Returns a vector with column names of the dataset, listed in "list". If
   * a column cannot be found or the list is empty the ones from the default 
   * list are returned. 
   * 
   * @param list           comma-separated list of attribute names
   * @param defaultList    the default list of attribute names
   * @param inst           the instances to get the attribute names from
   * @return               a vector containing attribute names
   */
  protected Vector determineColumnNames(String list, String defaultList, Instances inst) {
    Vector              result;
    Vector              atts;
    StringTokenizer     tok;
    int                 i;
    String              item;
    
    // get attribute names
    atts = new Vector();
    for (i = 0; i < inst.numAttributes(); i++)
      atts.add(inst.attribute(i).name().toLowerCase());

    // process list
    result = new Vector();
    tok = new StringTokenizer(list, ",");
    while (tok.hasMoreTokens()) {
      item = tok.nextToken().toLowerCase();
      if (atts.contains(item)) {
        result.add(item);
      }
      else {
        result.clear();
        break;
      }
    }
    
    // do we have to return defaults?
    if (result.size() == 0) {
      tok = new StringTokenizer(defaultList, ",");
      while (tok.hasMoreTokens())
        result.add(tok.nextToken().toLowerCase());
    }
    
    return result;
  }

  /**
   * Sets up the panel with a new set of instances, attempting
   * to guess the correct settings for various columns.
   *
   * @param newInstances the new set of results.
   */
  public void setInstances(Instances newInstances) {

    m_Instances = newInstances;
    m_TTester.setInstances(m_Instances);
    m_FromLab.setText("Got " + m_Instances.numInstances() + " results");
    
    // setup row and column names
    Vector rows = determineColumnNames(
        ExperimenterDefaults.getRow(), "Key_Dataset", m_Instances);
    Vector cols = determineColumnNames(
        ExperimenterDefaults.getColumn(), "Key_Scheme,Key_Scheme_options,Key_Scheme_version_ID", m_Instances);
    
    // Do other stuff
    m_DatasetKeyModel.removeAllElements();
    m_ResultKeyModel.removeAllElements();
    m_CompareModel.removeAllElements();
    m_SortModel.removeAllElements();
    m_SortModel.addElement("<default>");
    m_TTester.setSortColumn(-1);
    String selectedList = "";
    String selectedListDataset = "";
    boolean comparisonFieldSet = false; 
    for (int i = 0; i < m_Instances.numAttributes(); i++) {
      String name = m_Instances.attribute(i).name();
      if (name.toLowerCase().startsWith("key_", 0)) {
        m_DatasetKeyModel.addElement(name.substring(4));
        m_ResultKeyModel.addElement(name.substring(4));
        m_CompareModel.addElement(name.substring(4));
      } else {
        m_DatasetKeyModel.addElement(name);
        m_ResultKeyModel.addElement(name);
        m_CompareModel.addElement(name);
        if (m_Instances.attribute(i).isNumeric())
          m_SortModel.addElement(name);
      }

      if (rows.contains(name.toLowerCase())) {
        m_DatasetKeyList.addSelectionInterval(i, i);
        selectedListDataset += "," + (i + 1);
      } else if (name.toLowerCase().equals("key_run")) {
        m_TTester.setRunColumn(i);
      } else if (name.toLowerCase().equals("key_fold")) {
        m_TTester.setFoldColumn(i);
      } else if (cols.contains(name.toLowerCase())) {
        m_ResultKeyList.addSelectionInterval(i, i);
        selectedList += "," + (i + 1);
      } else if (name.toLowerCase().indexOf(ExperimenterDefaults.getComparisonField()) != -1) {
        m_CompareCombo.setSelectedIndex(i);
        comparisonFieldSet = true;
        //      break;
      } else if ((name.toLowerCase().indexOf("root_relative_squared_error") != -1) &&
          (!comparisonFieldSet)) {
        m_CompareCombo.setSelectedIndex(i);
        comparisonFieldSet = true;
      }
    }
    m_TesterClasses.setEnabled(true);
    m_DatasetKeyBut.setEnabled(true);
    m_ResultKeyBut.setEnabled(true);
    m_SwapDatasetKeyAndResultKeyBut.setEnabled(true);
    m_CompareCombo.setEnabled(true);
    m_SortCombo.setEnabled(true);
    if (ExperimenterDefaults.getSorting().length() != 0)
      setSelectedItem(m_SortCombo, ExperimenterDefaults.getSorting());

    Range generatorRange = new Range();
    if (selectedList.length() != 0) {
      try {
        generatorRange.setRanges(selectedList);
      } catch (Exception ex) {
        ex.printStackTrace();
        System.err.println(ex.getMessage());
      }
    }
    m_TTester.setResultsetKeyColumns(generatorRange);

    generatorRange = new Range();
    if (selectedListDataset.length() != 0) {
      try {
        generatorRange.setRanges(selectedListDataset);
      } catch (Exception ex) {
        ex.printStackTrace();
        System.err.println(ex.getMessage());
      }
    }
    m_TTester.setDatasetKeyColumns(generatorRange);

    m_SigTex.setEnabled(true);

    setTTester();
  }

  /**
   * Sets the selected item of an combobox, since using setSelectedItem(...)
   * doesn't work, if one checks object references!
   *
   * @param cb      the combobox to set the item for
   * @param item    the item to set active
   */
  protected void setSelectedItem(JComboBox cb, String item) {
    int       i;

    for (i = 0; i < cb.getItemCount(); i++) {
      if (cb.getItemAt(i).toString().equals(item)) {
        cb.setSelectedIndex(i);
        break;
      }
    }
  }

  /**
   * Updates the test chooser with possible tests.
   */
  protected void setTTester() {
    
    // default is to display all columns
    m_TTester.setDisplayedResultsets(null);       

    String name = (new SimpleDateFormat("HH:mm:ss - "))
      .format(new Date())
      + "Available resultsets";
    StringBuffer outBuff = new StringBuffer();
    outBuff.append("Available resultsets\n"
                   + m_TTester.resultsetKey() + "\n\n");
    m_History.addResult(name, outBuff);
    m_History.setSingle(name);

    m_TestsModel.removeAllElements();
    for (int i = 0; i < m_TTester.getNumResultsets(); i++) {
      String tname = m_TTester.getResultsetName(i);
      /*      if (tname.length() > 20) {
        tname = tname.substring(0, 20);
        } */
      m_TestsModel.addElement(tname);
    }
    
    m_DisplayedModel.removeAllElements();
    for (int i = 0; i < m_TestsModel.size(); i++)
      m_DisplayedModel.addElement(m_TestsModel.elementAt(i));
    
    m_TestsModel.addElement("Summary");
    m_TestsModel.addElement("Ranking");

    m_TestsList.setSelectedIndex(0);
    m_DisplayedList.setSelectionInterval(0, m_DisplayedModel.size() - 1);
    
    m_TestsButton.setEnabled(true);
    m_DisplayedButton.setEnabled(true);
    m_ShowStdDevs.setEnabled(true);
    m_OutputFormatButton.setEnabled(true);
    m_PerformBut.setEnabled(true);
    
  }

  
  /**
   * Carries out a t-test using the current configuration.
   */
  protected void performTest() {

    String sigStr = m_SigTex.getText();
    if (sigStr.length() != 0) {
      m_TTester.setSignificanceLevel((new Double(sigStr)).doubleValue());
    } else {
      m_TTester.setSignificanceLevel(ExperimenterDefaults.getSignificance());
    }

    // Carry out the test chosen and biff the results to the output area
    m_TTester.setShowStdDevs(m_ShowStdDevs.isSelected());
    if (m_Instances.attribute(m_SortCombo.getSelectedItem().toString()) != null)
      m_TTester.setSortColumn(
          m_Instances.attribute(
            m_SortCombo.getSelectedItem().toString()).index());
    else
      m_TTester.setSortColumn(-1);
    int compareCol = m_CompareCombo.getSelectedIndex();
    int tType = m_TestsList.getSelectedIndex();

    String name = (new SimpleDateFormat("HH:mm:ss - "))
      .format(new Date())
      + (String) m_CompareCombo.getSelectedItem() + " - "
      + (String) m_TestsList.getSelectedValue();
    StringBuffer outBuff = new StringBuffer();
    outBuff.append(m_TTester.header(compareCol));
    outBuff.append("\n");
    m_History.addResult(name, outBuff);
    m_History.setSingle(name);
    m_TTester.setDisplayedResultsets(m_DisplayedList.getSelectedIndices());
    m_TTester.setResultMatrix(m_ResultMatrix);
    try {
      if (tType < m_TTester.getNumResultsets()) {
        outBuff.append(m_TTester.multiResultsetFull(tType, compareCol));
      } else if (tType == m_TTester.getNumResultsets()) {
        outBuff.append(m_TTester.multiResultsetSummary(compareCol));
      } else {
        outBuff.append(m_TTester.multiResultsetRanking(compareCol));
      }
      outBuff.append("\n");
    } catch (Exception ex) {
      outBuff.append(ex.getMessage() + "\n");
    }
    m_History.updateResult(name);
  }

  
  public void setResultKeyFromDialog() {

    ListSelectorDialog jd = new ListSelectorDialog(null, m_ResultKeyList);

    // Open the dialog
    int result = jd.showDialog();
  
    // If accepted, update the ttester
    if (result == ListSelectorDialog.APPROVE_OPTION) {
      int [] selected = m_ResultKeyList.getSelectedIndices();
      String selectedList = "";
      for (int i = 0; i < selected.length; i++) {
        selectedList += "," + (selected[i] + 1);
      }
      Range generatorRange = new Range();
      if (selectedList.length() != 0) {
        try {
          generatorRange.setRanges(selectedList);
        } catch (Exception ex) {
          ex.printStackTrace();
          System.err.println(ex.getMessage());
        }
      }
      m_TTester.setResultsetKeyColumns(generatorRange);
      setTTester();
    }
  }
  
  public void setDatasetKeyFromDialog() {

    ListSelectorDialog jd = new ListSelectorDialog(null, m_DatasetKeyList);

    // Open the dialog
    int result = jd.showDialog();
    
    // If accepted, update the ttester
    if (result == ListSelectorDialog.APPROVE_OPTION) {
      int [] selected = m_DatasetKeyList.getSelectedIndices();
      String selectedList = "";
      for (int i = 0; i < selected.length; i++) {
        selectedList += "," + (selected[i] + 1);
      }
      Range generatorRange = new Range();
      if (selectedList.length() != 0) {
        try {
          generatorRange.setRanges(selectedList);
        } catch (Exception ex) {
          ex.printStackTrace();
          System.err.println(ex.getMessage());
        }
      }
      m_TTester.setDatasetKeyColumns(generatorRange);
      setTTester();
    }
  }

  /**
   * Swaps the keys for dataset and result.
   */
  protected void swapDatasetKeyAndResultKey() {
    int[]       tmpSelected;
    Range       tmpRange;
    
    // lists
    tmpSelected = m_DatasetKeyList.getSelectedIndices();
    m_DatasetKeyList.setSelectedIndices(m_ResultKeyList.getSelectedIndices());
    m_ResultKeyList.setSelectedIndices(tmpSelected);
    
    // tester
    tmpRange = m_TTester.getDatasetKeyColumns();
    m_TTester.setDatasetKeyColumns(m_TTester.getResultsetKeyColumns());
    m_TTester.setResultsetKeyColumns(tmpRange);
    setTTester();
  }
  
  public void setTestBaseFromDialog() {
    ListSelectorDialog jd = new ListSelectorDialog(null, m_TestsList);

    // Open the dialog
    jd.showDialog();
  }

  public void setDisplayedFromDialog() {
    ListSelectorDialog jd = new ListSelectorDialog(null, m_DisplayedList);

    // Open the dialog
    jd.showDialog();
  }
  
  /**
   * displays the Dialog for the output format and sets the chosen settings, 
   * if the user approves.
   */
  public void setOutputFormatFromDialog() {
    OutputFormatDialog dialog = new OutputFormatDialog(PropertyDialog.getParentFrame(this));

    m_ResultMatrix.setShowStdDev(m_ShowStdDevs.isSelected());
    dialog.setResultMatrix(m_ResultMatrix);
    dialog.setLocationRelativeTo(this);
    
    if (dialog.showDialog() == OutputFormatDialog.APPROVE_OPTION) {
      m_ResultMatrix = dialog.getResultMatrix();
      m_ShowStdDevs.setSelected(m_ResultMatrix.getShowStdDev());
    }
  }

  /**
   * Save the currently selected result buffer to a file.
   */
  protected void saveBuffer() {
    StringBuffer sb = m_History.getSelectedBuffer();
    if (sb != null) {
      if (m_SaveOut.save(sb)) {
        JOptionPane.showMessageDialog(this,
                                      "File saved",
                                      "Results",
                                      JOptionPane.INFORMATION_MESSAGE);
      }
    } else {
      m_SaveOutBut.setEnabled(false);
    }
  }

  /**
   * sets the currently selected Tester-Class.
   */
  protected void setTester() {
    Tester        tester;
    Tester        t;
    int           i;
    
    if (m_TesterClasses.getSelectedItem() == null)
      return;

    tester = null;
    
    // find display name
    try {
      for (i = 0; i < m_Testers.size(); i++) {
        t = (Tester) ((Class) m_Testers.get(i)).newInstance();
        if (t.getDisplayName().equals(m_TesterClasses.getSelectedItem())) {
          tester = t;
          break;
        }
      }
    }
    catch (Exception e) {
      e.printStackTrace();
    }

    if (tester == null) {
      tester  = new PairedCorrectedTTester();  // default
      m_TesterClasses.setSelectedItem(tester.getDisplayName());
    }

    tester.assign(m_TTester);
    m_TTester = tester;
    m_PerformBut.setToolTipText(m_TTester.getToolTipText());
    System.out.println("Tester set to: " + m_TTester.getClass().getName());
  }
  
  /**
   * Tests out the results panel from the command line.
   *
   * @param args ignored
   */
  public static void main(String [] args) {

    try {
      final JFrame jf = new JFrame("Weka Experiment: Results Analysis");
      jf.getContentPane().setLayout(new BorderLayout());
      final ResultsPanel sp = new ResultsPanel();
      //sp.setBorder(BorderFactory.createTitledBorder("Setup"));
      jf.getContentPane().add(sp, BorderLayout.CENTER);
      jf.addWindowListener(new WindowAdapter() {
        public void windowClosing(WindowEvent e) {
          jf.dispose();
          System.exit(0);
        }
      });
      jf.pack();
      jf.setSize(700, 550);
      jf.setVisible(true);
    } catch (Exception ex) {
      ex.printStackTrace();
      System.err.println(ex.getMessage());
    }
  }
}