[4] | 1 | /* |
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| 2 | * This program is free software; you can redistribute it and/or modify |
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| 3 | * it under the terms of the GNU General Public License as published by |
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| 4 | * the Free Software Foundation; either version 2 of the License, or |
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| 5 | * (at your option) any later version. |
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| 6 | * |
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| 7 | * This program is distributed in the hope that it will be useful, |
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| 8 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 9 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 10 | * GNU General Public License for more details. |
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| 11 | * |
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| 12 | * You should have received a copy of the GNU General Public License |
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| 13 | * along with this program; if not, write to the Free Software |
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| 14 | * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA. |
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| 15 | */ |
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| 16 | |
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| 17 | /* |
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| 18 | * SimpleSetupPanel.java |
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| 19 | * Copyright (C) 2002 University of Waikato, Hamilton, New Zealand |
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| 20 | * |
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| 21 | */ |
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| 22 | |
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| 23 | package weka.gui.experiment; |
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| 24 | |
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| 25 | import weka.classifiers.Classifier; |
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| 26 | import weka.classifiers.AbstractClassifier; |
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| 27 | import weka.core.xml.KOML; |
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| 28 | import weka.experiment.CSVResultListener; |
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| 29 | import weka.experiment.ClassifierSplitEvaluator; |
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| 30 | import weka.experiment.CrossValidationResultProducer; |
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| 31 | import weka.experiment.DatabaseResultListener; |
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| 32 | import weka.experiment.Experiment; |
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| 33 | import weka.experiment.InstancesResultListener; |
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| 34 | import weka.experiment.PropertyNode; |
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| 35 | import weka.experiment.RandomSplitResultProducer; |
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| 36 | import weka.experiment.RegressionSplitEvaluator; |
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| 37 | import weka.experiment.SplitEvaluator; |
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| 38 | import weka.gui.DatabaseConnectionDialog; |
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| 39 | import weka.gui.ExtensionFileFilter; |
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| 40 | |
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| 41 | import java.awt.BorderLayout; |
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| 42 | import java.awt.GridBagConstraints; |
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| 43 | import java.awt.GridBagLayout; |
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| 44 | import java.awt.GridLayout; |
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| 45 | import java.awt.Insets; |
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| 46 | import java.awt.event.ActionEvent; |
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| 47 | import java.awt.event.ActionListener; |
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| 48 | import java.awt.event.FocusAdapter; |
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| 49 | import java.awt.event.FocusEvent; |
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| 50 | import java.awt.event.KeyAdapter; |
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| 51 | import java.awt.event.KeyEvent; |
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| 52 | import java.awt.event.WindowAdapter; |
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| 53 | import java.awt.event.WindowEvent; |
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| 54 | import java.beans.IntrospectionException; |
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| 55 | import java.beans.PropertyChangeListener; |
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| 56 | import java.beans.PropertyChangeSupport; |
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| 57 | import java.beans.PropertyDescriptor; |
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| 58 | import java.io.File; |
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| 59 | |
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| 60 | import javax.swing.BorderFactory; |
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| 61 | import javax.swing.ButtonGroup; |
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| 62 | import javax.swing.JButton; |
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| 63 | import javax.swing.JComboBox; |
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| 64 | import javax.swing.JFileChooser; |
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| 65 | import javax.swing.JFrame; |
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| 66 | import javax.swing.JLabel; |
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| 67 | import javax.swing.JOptionPane; |
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| 68 | import javax.swing.JPanel; |
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| 69 | import javax.swing.JRadioButton; |
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| 70 | import javax.swing.JScrollPane; |
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| 71 | import javax.swing.JTextArea; |
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| 72 | import javax.swing.JTextField; |
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| 73 | import javax.swing.event.DocumentEvent; |
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| 74 | import javax.swing.event.DocumentListener; |
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| 75 | import javax.swing.filechooser.FileFilter; |
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| 76 | |
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| 77 | /** |
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| 78 | * This panel controls the configuration of an experiment. |
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| 79 | * <p> |
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| 80 | * If <a href="http://koala.ilog.fr/XML/serialization/" target="_blank">KOML</a> |
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| 81 | * is in the classpath the experiments can also be serialized to XML instead of a |
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| 82 | * binary format. |
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| 83 | * |
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| 84 | * @author Richard kirkby (rkirkby@cs.waikato.ac.nz) |
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| 85 | * @author FracPete (fracpete at waikato dot ac dot nz) |
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| 86 | * @version $Revision: 5928 $ |
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| 87 | */ |
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| 88 | public class SimpleSetupPanel |
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| 89 | extends JPanel { |
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| 90 | |
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| 91 | /** for serialization */ |
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| 92 | private static final long serialVersionUID = 5257424515609176509L; |
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| 93 | |
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| 94 | /** The experiment being configured */ |
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| 95 | protected Experiment m_Exp; |
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| 96 | |
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| 97 | /** The panel which switched between simple and advanced setup modes */ |
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| 98 | protected SetupModePanel m_modePanel = null; |
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| 99 | |
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| 100 | /** The database destination URL to store results into */ |
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| 101 | protected String m_destinationDatabaseURL; |
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| 102 | |
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| 103 | /** The filename to store results into */ |
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| 104 | protected String m_destinationFilename = ""; |
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| 105 | |
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| 106 | /** The number of folds for a cross-validation experiment */ |
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| 107 | protected int m_numFolds = 10; |
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| 108 | |
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| 109 | /** The training percentage for a train/test split experiment */ |
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| 110 | protected double m_trainPercent = 66; |
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| 111 | |
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| 112 | /** The number of times to repeat the sub-experiment */ |
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| 113 | protected int m_numRepetitions = 10; |
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| 114 | |
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| 115 | /** Whether or not the user has consented for the experiment to be simplified */ |
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| 116 | protected boolean m_userHasBeenAskedAboutConversion; |
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| 117 | |
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| 118 | /** Filter for choosing CSV files */ |
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| 119 | protected ExtensionFileFilter m_csvFileFilter = |
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| 120 | new ExtensionFileFilter(".csv", "Comma separated value files"); |
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| 121 | |
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| 122 | /** FIlter for choosing ARFF files */ |
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| 123 | protected ExtensionFileFilter m_arffFileFilter = |
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| 124 | new ExtensionFileFilter(".arff", "ARFF files"); |
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| 125 | |
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| 126 | /** Click to load an experiment */ |
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| 127 | protected JButton m_OpenBut = new JButton("Open..."); |
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| 128 | |
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| 129 | /** Click to save an experiment */ |
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| 130 | protected JButton m_SaveBut = new JButton("Save..."); |
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| 131 | |
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| 132 | /** Click to create a new experiment with default settings */ |
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| 133 | protected JButton m_NewBut = new JButton("New"); |
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| 134 | |
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| 135 | /** A filter to ensure only experiment files get shown in the chooser */ |
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| 136 | protected FileFilter m_ExpFilter = |
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| 137 | new ExtensionFileFilter(Experiment.FILE_EXTENSION, |
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| 138 | "Experiment configuration files (*" + Experiment.FILE_EXTENSION + ")"); |
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| 139 | |
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| 140 | /** A filter to ensure only experiment (in KOML format) files get shown in the chooser */ |
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| 141 | protected FileFilter m_KOMLFilter = |
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| 142 | new ExtensionFileFilter(KOML.FILE_EXTENSION, |
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| 143 | "Experiment configuration files (*" + KOML.FILE_EXTENSION + ")"); |
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| 144 | |
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| 145 | /** A filter to ensure only experiment (in XML format) files get shown in the chooser */ |
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| 146 | protected FileFilter m_XMLFilter = |
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| 147 | new ExtensionFileFilter(".xml", |
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| 148 | "Experiment configuration files (*.xml)"); |
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| 149 | |
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| 150 | /** The file chooser for selecting experiments */ |
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| 151 | protected JFileChooser m_FileChooser = |
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| 152 | new JFileChooser(new File(System.getProperty("user.dir"))); |
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| 153 | |
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| 154 | /** The file chooser for selecting result destinations */ |
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| 155 | protected JFileChooser m_DestFileChooser = |
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| 156 | new JFileChooser(new File(System.getProperty("user.dir"))); |
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| 157 | |
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| 158 | /** Combo box for choosing experiment destination type */ |
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| 159 | protected JComboBox m_ResultsDestinationCBox = new JComboBox(); |
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| 160 | |
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| 161 | /** Label for destination field */ |
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| 162 | protected JLabel m_ResultsDestinationPathLabel = new JLabel("Filename:"); |
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| 163 | |
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| 164 | /** Input field for result destination path */ |
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| 165 | protected JTextField m_ResultsDestinationPathTField = new JTextField(); |
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| 166 | |
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| 167 | /** Button for browsing destination files */ |
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| 168 | protected JButton m_BrowseDestinationButton = new JButton("Browse..."); |
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| 169 | |
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| 170 | /** Combo box for choosing experiment type */ |
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| 171 | protected JComboBox m_ExperimentTypeCBox = new JComboBox(); |
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| 172 | |
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| 173 | /** Label for parameter field */ |
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| 174 | protected JLabel m_ExperimentParameterLabel = new JLabel("Number of folds:"); |
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| 175 | |
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| 176 | /** Input field for experiment parameter */ |
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| 177 | protected JTextField m_ExperimentParameterTField = new JTextField(); |
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| 178 | |
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| 179 | /** Radio button for choosing classification experiment */ |
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| 180 | protected JRadioButton m_ExpClassificationRBut = |
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| 181 | new JRadioButton("Classification"); |
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| 182 | |
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| 183 | /** Radio button for choosing regression experiment */ |
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| 184 | protected JRadioButton m_ExpRegressionRBut = |
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| 185 | new JRadioButton("Regression"); |
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| 186 | |
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| 187 | /** Input field for number of repetitions */ |
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| 188 | protected JTextField m_NumberOfRepetitionsTField = new JTextField(); |
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| 189 | |
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| 190 | /** Radio button for choosing datasets first in order of execution */ |
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| 191 | protected JRadioButton m_OrderDatasetsFirstRBut = |
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| 192 | new JRadioButton("Data sets first"); |
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| 193 | |
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| 194 | /** Radio button for choosing algorithms first in order of execution */ |
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| 195 | protected JRadioButton m_OrderAlgorithmsFirstRBut = |
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| 196 | new JRadioButton("Algorithms first"); |
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| 197 | |
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| 198 | /** The strings used to identify the combo box choices */ |
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| 199 | protected static String DEST_DATABASE_TEXT = ("JDBC database"); |
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| 200 | protected static String DEST_ARFF_TEXT = ("ARFF file"); |
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| 201 | protected static String DEST_CSV_TEXT = ("CSV file"); |
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| 202 | protected static String TYPE_CROSSVALIDATION_TEXT = ("Cross-validation"); |
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| 203 | protected static String TYPE_RANDOMSPLIT_TEXT = ("Train/Test Percentage Split (data randomized)"); |
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| 204 | protected static String TYPE_FIXEDSPLIT_TEXT = ("Train/Test Percentage Split (order preserved)"); |
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| 205 | |
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| 206 | /** The panel for configuring selected datasets */ |
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| 207 | protected DatasetListPanel m_DatasetListPanel = new DatasetListPanel(); |
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| 208 | |
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| 209 | /** The panel for configuring selected algorithms */ |
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| 210 | protected AlgorithmListPanel m_AlgorithmListPanel = new AlgorithmListPanel(); |
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| 211 | |
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| 212 | /** A button for bringing up the notes */ |
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| 213 | protected JButton m_NotesButton = new JButton("Notes"); |
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| 214 | |
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| 215 | /** Frame for the notes */ |
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| 216 | protected JFrame m_NotesFrame = new JFrame("Notes"); |
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| 217 | |
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| 218 | /** Area for user notes Default of 10 rows */ |
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| 219 | protected JTextArea m_NotesText = new JTextArea(null, 10, 0); |
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| 220 | |
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| 221 | /** |
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| 222 | * Manages sending notifications to people when we change the experiment, |
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| 223 | * at this stage, only the resultlistener so the resultpanel can update. |
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| 224 | */ |
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| 225 | protected PropertyChangeSupport m_Support = new PropertyChangeSupport(this); |
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| 226 | |
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| 227 | /** |
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| 228 | * Creates the setup panel with the supplied initial experiment. |
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| 229 | * |
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| 230 | * @param exp a value of type 'Experiment' |
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| 231 | */ |
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| 232 | public SimpleSetupPanel(Experiment exp) { |
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| 233 | |
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| 234 | this(); |
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| 235 | setExperiment(exp); |
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| 236 | } |
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| 237 | |
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| 238 | /** |
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| 239 | * Creates the setup panel with no initial experiment. |
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| 240 | */ |
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| 241 | public SimpleSetupPanel() { |
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| 242 | |
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| 243 | // everything disabled on startup |
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| 244 | m_ResultsDestinationCBox.setEnabled(false); |
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| 245 | m_ResultsDestinationPathLabel.setEnabled(false); |
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| 246 | m_ResultsDestinationPathTField.setEnabled(false); |
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| 247 | m_BrowseDestinationButton.setEnabled(false); |
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| 248 | m_ExperimentTypeCBox.setEnabled(false); |
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| 249 | m_ExperimentParameterLabel.setEnabled(false); |
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| 250 | m_ExperimentParameterTField.setEnabled(false); |
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| 251 | m_ExpClassificationRBut.setEnabled(false); |
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| 252 | m_ExpRegressionRBut.setEnabled(false); |
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| 253 | m_NumberOfRepetitionsTField.setEnabled(false); |
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| 254 | m_OrderDatasetsFirstRBut.setEnabled(false); |
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| 255 | m_OrderAlgorithmsFirstRBut.setEnabled(false); |
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| 256 | |
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| 257 | // get sensible default database address |
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| 258 | try { |
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| 259 | m_destinationDatabaseURL = (new DatabaseResultListener()).getDatabaseURL(); |
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| 260 | } catch (Exception e) {} |
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| 261 | |
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| 262 | // create action listeners |
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| 263 | m_NewBut.setMnemonic('N'); |
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| 264 | m_NewBut.addActionListener(new ActionListener() { |
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| 265 | public void actionPerformed(ActionEvent e) { |
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| 266 | Experiment newExp = new Experiment(); |
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| 267 | CrossValidationResultProducer cvrp = new CrossValidationResultProducer(); |
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| 268 | cvrp.setNumFolds(10); |
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| 269 | cvrp.setSplitEvaluator(new ClassifierSplitEvaluator()); |
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| 270 | newExp.setResultProducer(cvrp); |
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| 271 | newExp.setPropertyArray(new Classifier[0]); |
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| 272 | newExp.setUsePropertyIterator(true); |
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| 273 | setExperiment(newExp); |
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| 274 | |
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| 275 | // defaults |
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| 276 | if (ExperimenterDefaults.getUseClassification()) |
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| 277 | m_ExpClassificationRBut.setSelected(true); |
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| 278 | else |
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| 279 | m_ExpRegressionRBut.setSelected(true); |
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| 280 | |
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| 281 | setSelectedItem( |
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| 282 | m_ResultsDestinationCBox, ExperimenterDefaults.getDestination()); |
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| 283 | destinationTypeChanged(); |
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| 284 | |
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| 285 | setSelectedItem( |
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| 286 | m_ExperimentTypeCBox, ExperimenterDefaults.getExperimentType()); |
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| 287 | |
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| 288 | m_numRepetitions = ExperimenterDefaults.getRepetitions(); |
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| 289 | m_NumberOfRepetitionsTField.setText( |
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| 290 | "" + m_numRepetitions); |
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| 291 | |
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| 292 | if (ExperimenterDefaults.getExperimentType().equals( |
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| 293 | TYPE_CROSSVALIDATION_TEXT)) { |
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| 294 | m_numFolds = ExperimenterDefaults.getFolds(); |
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| 295 | m_ExperimentParameterTField.setText( |
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| 296 | "" + m_numFolds); |
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| 297 | } |
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| 298 | else { |
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| 299 | m_trainPercent = ExperimenterDefaults.getTrainPercentage(); |
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| 300 | m_ExperimentParameterTField.setText( |
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| 301 | "" + m_trainPercent); |
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| 302 | } |
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| 303 | |
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| 304 | if (ExperimenterDefaults.getDatasetsFirst()) |
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| 305 | m_OrderDatasetsFirstRBut.setSelected(true); |
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| 306 | else |
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| 307 | m_OrderAlgorithmsFirstRBut.setSelected(true); |
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| 308 | |
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| 309 | expTypeChanged(); |
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| 310 | } |
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| 311 | }); |
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| 312 | m_SaveBut.setEnabled(false); |
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| 313 | m_SaveBut.setMnemonic('S'); |
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| 314 | m_SaveBut.addActionListener(new ActionListener() { |
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| 315 | public void actionPerformed(ActionEvent e) { |
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| 316 | saveExperiment(); |
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| 317 | } |
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| 318 | }); |
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| 319 | m_OpenBut.setMnemonic('O'); |
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| 320 | m_OpenBut.addActionListener(new ActionListener() { |
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| 321 | public void actionPerformed(ActionEvent e) { |
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| 322 | openExperiment(); |
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| 323 | } |
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| 324 | }); |
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| 325 | m_FileChooser.addChoosableFileFilter(m_ExpFilter); |
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| 326 | if (KOML.isPresent()) |
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| 327 | m_FileChooser.addChoosableFileFilter(m_KOMLFilter); |
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| 328 | m_FileChooser.addChoosableFileFilter(m_XMLFilter); |
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| 329 | if (ExperimenterDefaults.getExtension().equals(".xml")) |
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| 330 | m_FileChooser.setFileFilter(m_XMLFilter); |
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| 331 | else if (KOML.isPresent() && ExperimenterDefaults.getExtension().equals(KOML.FILE_EXTENSION)) |
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| 332 | m_FileChooser.setFileFilter(m_KOMLFilter); |
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| 333 | else |
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| 334 | m_FileChooser.setFileFilter(m_ExpFilter); |
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| 335 | m_FileChooser.setFileSelectionMode(JFileChooser.FILES_ONLY); |
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| 336 | m_DestFileChooser.setFileSelectionMode(JFileChooser.FILES_ONLY); |
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| 337 | |
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| 338 | m_BrowseDestinationButton.addActionListener(new ActionListener() { |
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| 339 | public void actionPerformed(ActionEvent e) { |
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| 340 | //using this button for both browsing file & setting username/password |
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| 341 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_DATABASE_TEXT){ |
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| 342 | chooseURLUsername(); |
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| 343 | } else { |
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| 344 | chooseDestinationFile(); |
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| 345 | } |
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| 346 | } |
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| 347 | }); |
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| 348 | |
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| 349 | m_ExpClassificationRBut.addActionListener(new ActionListener() { |
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| 350 | public void actionPerformed(ActionEvent e) { |
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| 351 | expTypeChanged(); |
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| 352 | } |
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| 353 | }); |
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| 354 | |
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| 355 | m_ExpRegressionRBut.addActionListener(new ActionListener() { |
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| 356 | public void actionPerformed(ActionEvent e) { |
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| 357 | expTypeChanged(); |
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| 358 | } |
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| 359 | }); |
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| 360 | |
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| 361 | m_OrderDatasetsFirstRBut.addActionListener(new ActionListener() { |
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| 362 | public void actionPerformed(ActionEvent e) { |
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| 363 | if (m_Exp != null) { |
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| 364 | m_Exp.setAdvanceDataSetFirst(true); |
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| 365 | m_Support.firePropertyChange("", null, null); |
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| 366 | } |
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| 367 | } |
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| 368 | }); |
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| 369 | |
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| 370 | m_OrderAlgorithmsFirstRBut.addActionListener(new ActionListener() { |
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| 371 | public void actionPerformed(ActionEvent e) { |
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| 372 | if (m_Exp != null) { |
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| 373 | m_Exp.setAdvanceDataSetFirst(false); |
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| 374 | m_Support.firePropertyChange("", null, null); |
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| 375 | } |
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| 376 | } |
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| 377 | }); |
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| 378 | |
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| 379 | m_ResultsDestinationPathTField.getDocument().addDocumentListener(new DocumentListener() { |
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| 380 | public void insertUpdate(DocumentEvent e) {destinationAddressChanged();} |
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| 381 | public void removeUpdate(DocumentEvent e) {destinationAddressChanged();} |
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| 382 | public void changedUpdate(DocumentEvent e) {destinationAddressChanged();} |
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| 383 | }); |
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| 384 | |
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| 385 | m_ExperimentParameterTField.getDocument().addDocumentListener(new DocumentListener() { |
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| 386 | public void insertUpdate(DocumentEvent e) {expParamChanged();} |
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| 387 | public void removeUpdate(DocumentEvent e) {expParamChanged();} |
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| 388 | public void changedUpdate(DocumentEvent e) {expParamChanged();} |
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| 389 | }); |
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| 390 | |
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| 391 | m_NumberOfRepetitionsTField.getDocument().addDocumentListener(new DocumentListener() { |
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| 392 | public void insertUpdate(DocumentEvent e) {numRepetitionsChanged();} |
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| 393 | public void removeUpdate(DocumentEvent e) {numRepetitionsChanged();} |
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| 394 | public void changedUpdate(DocumentEvent e) {numRepetitionsChanged();} |
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| 395 | }); |
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| 396 | |
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| 397 | m_NotesFrame.addWindowListener(new WindowAdapter() { |
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| 398 | public void windowClosing(WindowEvent e) { |
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| 399 | m_NotesButton.setEnabled(true); |
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| 400 | } |
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| 401 | }); |
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| 402 | m_NotesFrame.getContentPane().add(new JScrollPane(m_NotesText)); |
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| 403 | m_NotesFrame.setSize(600, 400); |
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| 404 | |
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| 405 | m_NotesButton.addActionListener(new ActionListener() { |
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| 406 | public void actionPerformed(ActionEvent e) { |
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| 407 | m_NotesButton.setEnabled(false); |
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| 408 | m_NotesFrame.setVisible(true); |
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| 409 | } |
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| 410 | }); |
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| 411 | m_NotesButton.setEnabled(false); |
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| 412 | |
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| 413 | m_NotesText.setEditable(true); |
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| 414 | //m_NotesText.setBorder(BorderFactory.createEmptyBorder(5, 5, 5, 5)); |
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| 415 | m_NotesText.addKeyListener(new KeyAdapter() { |
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| 416 | public void keyReleased(KeyEvent e) { |
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| 417 | m_Exp.setNotes(m_NotesText.getText()); |
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| 418 | } |
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| 419 | }); |
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| 420 | m_NotesText.addFocusListener(new FocusAdapter() { |
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| 421 | public void focusLost(FocusEvent e) { |
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| 422 | m_Exp.setNotes(m_NotesText.getText()); |
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| 423 | } |
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| 424 | }); |
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| 425 | |
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| 426 | // Set up the GUI layout |
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| 427 | JPanel buttons = new JPanel(); |
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| 428 | GridBagLayout gb = new GridBagLayout(); |
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| 429 | GridBagConstraints constraints = new GridBagConstraints(); |
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| 430 | buttons.setBorder(BorderFactory.createEmptyBorder(10, 5, 10, 5)); |
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| 431 | buttons.setLayout(gb); |
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| 432 | constraints.gridx=0;constraints.gridy=0;constraints.weightx=5; |
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| 433 | constraints.fill = GridBagConstraints.HORIZONTAL; |
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| 434 | constraints.gridwidth=1;constraints.gridheight=1; |
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| 435 | constraints.insets = new Insets(0,2,0,2); |
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| 436 | buttons.add(m_OpenBut,constraints); |
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| 437 | constraints.gridx=1;constraints.gridy=0;constraints.weightx=5; |
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| 438 | constraints.gridwidth=1;constraints.gridheight=1; |
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| 439 | buttons.add(m_SaveBut,constraints); |
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| 440 | constraints.gridx=2;constraints.gridy=0;constraints.weightx=5; |
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| 441 | constraints.gridwidth=1;constraints.gridheight=1; |
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| 442 | buttons.add(m_NewBut,constraints); |
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| 443 | |
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| 444 | JPanel destName = new JPanel(); |
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| 445 | destName.setLayout(new BorderLayout(5, 5)); |
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| 446 | destName.add(m_ResultsDestinationPathLabel, BorderLayout.WEST); |
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| 447 | destName.add(m_ResultsDestinationPathTField, BorderLayout.CENTER); |
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| 448 | |
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| 449 | m_ResultsDestinationCBox.addItem(DEST_ARFF_TEXT); |
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| 450 | m_ResultsDestinationCBox.addItem(DEST_CSV_TEXT); |
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| 451 | m_ResultsDestinationCBox.addItem(DEST_DATABASE_TEXT); |
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| 452 | |
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| 453 | m_ResultsDestinationCBox.addActionListener(new ActionListener() { |
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| 454 | public void actionPerformed(ActionEvent e) { |
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| 455 | destinationTypeChanged(); |
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| 456 | } |
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| 457 | }); |
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| 458 | |
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| 459 | JPanel destInner = new JPanel(); |
---|
| 460 | destInner.setLayout(new BorderLayout(5, 5)); |
---|
| 461 | destInner.add(m_ResultsDestinationCBox, BorderLayout.WEST); |
---|
| 462 | destInner.add(destName, BorderLayout.CENTER); |
---|
| 463 | destInner.add(m_BrowseDestinationButton, BorderLayout.EAST); |
---|
| 464 | |
---|
| 465 | JPanel dest = new JPanel(); |
---|
| 466 | dest.setLayout(new BorderLayout()); |
---|
| 467 | dest.setBorder(BorderFactory.createCompoundBorder( |
---|
| 468 | BorderFactory.createTitledBorder("Results Destination"), |
---|
| 469 | BorderFactory.createEmptyBorder(0, 5, 5, 5) |
---|
| 470 | )); |
---|
| 471 | dest.add(destInner, BorderLayout.NORTH); |
---|
| 472 | |
---|
| 473 | JPanel expParam = new JPanel(); |
---|
| 474 | expParam.setLayout(new BorderLayout(5, 5)); |
---|
| 475 | expParam.add(m_ExperimentParameterLabel, BorderLayout.WEST); |
---|
| 476 | expParam.add(m_ExperimentParameterTField, BorderLayout.CENTER); |
---|
| 477 | |
---|
| 478 | ButtonGroup typeBG = new ButtonGroup(); |
---|
| 479 | typeBG.add(m_ExpClassificationRBut); |
---|
| 480 | typeBG.add(m_ExpRegressionRBut); |
---|
| 481 | m_ExpClassificationRBut.setSelected(true); |
---|
| 482 | |
---|
| 483 | JPanel typeRButtons = new JPanel(); |
---|
| 484 | typeRButtons.setLayout(new GridLayout(1,0)); |
---|
| 485 | typeRButtons.add(m_ExpClassificationRBut); |
---|
| 486 | typeRButtons.add(m_ExpRegressionRBut); |
---|
| 487 | |
---|
| 488 | m_ExperimentTypeCBox.addItem(TYPE_CROSSVALIDATION_TEXT); |
---|
| 489 | m_ExperimentTypeCBox.addItem(TYPE_RANDOMSPLIT_TEXT); |
---|
| 490 | m_ExperimentTypeCBox.addItem(TYPE_FIXEDSPLIT_TEXT); |
---|
| 491 | |
---|
| 492 | m_ExperimentTypeCBox.addActionListener(new ActionListener() { |
---|
| 493 | public void actionPerformed(ActionEvent e) { |
---|
| 494 | expTypeChanged(); |
---|
| 495 | } |
---|
| 496 | }); |
---|
| 497 | |
---|
| 498 | JPanel typeInner = new JPanel(); |
---|
| 499 | typeInner.setLayout(new GridLayout(0,1)); |
---|
| 500 | typeInner.add(m_ExperimentTypeCBox); |
---|
| 501 | typeInner.add(expParam); |
---|
| 502 | typeInner.add(typeRButtons); |
---|
| 503 | |
---|
| 504 | JPanel type = new JPanel(); |
---|
| 505 | type.setLayout(new BorderLayout()); |
---|
| 506 | type.setBorder(BorderFactory.createCompoundBorder( |
---|
| 507 | BorderFactory.createTitledBorder("Experiment Type"), |
---|
| 508 | BorderFactory.createEmptyBorder(0, 5, 5, 5) |
---|
| 509 | )); |
---|
| 510 | type.add(typeInner, BorderLayout.NORTH); |
---|
| 511 | |
---|
| 512 | ButtonGroup iterBG = new ButtonGroup(); |
---|
| 513 | iterBG.add(m_OrderDatasetsFirstRBut); |
---|
| 514 | iterBG.add(m_OrderAlgorithmsFirstRBut); |
---|
| 515 | m_OrderDatasetsFirstRBut.setSelected(true); |
---|
| 516 | |
---|
| 517 | JPanel numIter = new JPanel(); |
---|
| 518 | numIter.setLayout(new BorderLayout(5, 5)); |
---|
| 519 | numIter.add(new JLabel("Number of repetitions:"), BorderLayout.WEST); |
---|
| 520 | numIter.add(m_NumberOfRepetitionsTField, BorderLayout.CENTER); |
---|
| 521 | |
---|
| 522 | JPanel controlInner = new JPanel(); |
---|
| 523 | controlInner.setLayout(new GridLayout(0,1)); |
---|
| 524 | controlInner.add(numIter); |
---|
| 525 | controlInner.add(m_OrderDatasetsFirstRBut); |
---|
| 526 | controlInner.add(m_OrderAlgorithmsFirstRBut); |
---|
| 527 | |
---|
| 528 | JPanel control = new JPanel(); |
---|
| 529 | control.setLayout(new BorderLayout()); |
---|
| 530 | control.setBorder(BorderFactory.createCompoundBorder( |
---|
| 531 | BorderFactory.createTitledBorder("Iteration Control"), |
---|
| 532 | BorderFactory.createEmptyBorder(0, 5, 5, 5) |
---|
| 533 | )); |
---|
| 534 | control.add(controlInner, BorderLayout.NORTH); |
---|
| 535 | |
---|
| 536 | JPanel type_control = new JPanel(); |
---|
| 537 | type_control.setLayout(new GridLayout(1,0)); |
---|
| 538 | type_control.add(type); |
---|
| 539 | type_control.add(control); |
---|
| 540 | |
---|
| 541 | JPanel notes = new JPanel(); |
---|
| 542 | notes.setLayout(new BorderLayout()); |
---|
| 543 | notes.add(m_NotesButton, BorderLayout.CENTER); |
---|
| 544 | |
---|
| 545 | JPanel top1 = new JPanel(); |
---|
| 546 | top1.setLayout(new BorderLayout()); |
---|
| 547 | top1.add(dest, BorderLayout.NORTH); |
---|
| 548 | top1.add(type_control, BorderLayout.CENTER); |
---|
| 549 | |
---|
| 550 | JPanel top = new JPanel(); |
---|
| 551 | top.setLayout(new BorderLayout()); |
---|
| 552 | top.add(buttons, BorderLayout.NORTH); |
---|
| 553 | top.add(top1, BorderLayout.CENTER); |
---|
| 554 | |
---|
| 555 | JPanel datasets = new JPanel(); |
---|
| 556 | datasets.setLayout(new BorderLayout()); |
---|
| 557 | datasets.add(m_DatasetListPanel, BorderLayout.CENTER); |
---|
| 558 | |
---|
| 559 | JPanel algorithms = new JPanel(); |
---|
| 560 | algorithms.setLayout(new BorderLayout()); |
---|
| 561 | algorithms.add(m_AlgorithmListPanel, BorderLayout.CENTER); |
---|
| 562 | |
---|
| 563 | JPanel schemes = new JPanel(); |
---|
| 564 | schemes.setLayout(new GridLayout(1,0)); |
---|
| 565 | schemes.add(datasets); |
---|
| 566 | schemes.add(algorithms); |
---|
| 567 | |
---|
| 568 | setLayout(new BorderLayout()); |
---|
| 569 | add(top, BorderLayout.NORTH); |
---|
| 570 | add(schemes, BorderLayout.CENTER); |
---|
| 571 | add(notes, BorderLayout.SOUTH); |
---|
| 572 | } |
---|
| 573 | |
---|
| 574 | /** |
---|
| 575 | * Sets the selected item of an combobox, since using setSelectedItem(...) |
---|
| 576 | * doesn't work, if one checks object references! |
---|
| 577 | * |
---|
| 578 | * @param cb the combobox to set the item for |
---|
| 579 | * @param item the item to set active |
---|
| 580 | */ |
---|
| 581 | protected void setSelectedItem(JComboBox cb, String item) { |
---|
| 582 | int i; |
---|
| 583 | |
---|
| 584 | for (i = 0; i < cb.getItemCount(); i++) { |
---|
| 585 | if (cb.getItemAt(i).toString().equals(item)) { |
---|
| 586 | cb.setSelectedIndex(i); |
---|
| 587 | break; |
---|
| 588 | } |
---|
| 589 | } |
---|
| 590 | } |
---|
| 591 | |
---|
| 592 | /** |
---|
| 593 | * Deletes the notes frame. |
---|
| 594 | */ |
---|
| 595 | protected void removeNotesFrame() { |
---|
| 596 | m_NotesFrame.setVisible(false); |
---|
| 597 | } |
---|
| 598 | |
---|
| 599 | /** |
---|
| 600 | * Gets te users consent for converting the experiment to a simpler form. |
---|
| 601 | * |
---|
| 602 | * @return true if the user has given consent, false otherwise |
---|
| 603 | */ |
---|
| 604 | private boolean userWantsToConvert() { |
---|
| 605 | |
---|
| 606 | if (m_userHasBeenAskedAboutConversion) return true; |
---|
| 607 | m_userHasBeenAskedAboutConversion = true; |
---|
| 608 | return (JOptionPane.showConfirmDialog(this, |
---|
| 609 | "This experiment has settings that are too advanced\n" + |
---|
| 610 | "to be represented in the simple setup mode.\n" + |
---|
| 611 | "Do you want the experiment to be converted,\n" + |
---|
| 612 | "losing some of the advanced settings?\n", |
---|
| 613 | "Confirm conversion", |
---|
| 614 | JOptionPane.YES_NO_OPTION, |
---|
| 615 | JOptionPane.WARNING_MESSAGE) == JOptionPane.YES_OPTION); |
---|
| 616 | } |
---|
| 617 | |
---|
| 618 | /** |
---|
| 619 | * Sets the panel used to switch between simple and advanced modes. |
---|
| 620 | * |
---|
| 621 | * @param modePanel the panel |
---|
| 622 | */ |
---|
| 623 | public void setModePanel(SetupModePanel modePanel) { |
---|
| 624 | |
---|
| 625 | m_modePanel = modePanel; |
---|
| 626 | } |
---|
| 627 | |
---|
| 628 | /** |
---|
| 629 | * Sets the experiment to configure. |
---|
| 630 | * |
---|
| 631 | * @param exp a value of type 'Experiment' |
---|
| 632 | * @return true if experiment could be configured, false otherwise |
---|
| 633 | */ |
---|
| 634 | public boolean setExperiment(Experiment exp) { |
---|
| 635 | |
---|
| 636 | m_userHasBeenAskedAboutConversion = false; |
---|
| 637 | m_Exp = null; // hold off until we are sure we want conversion |
---|
| 638 | m_SaveBut.setEnabled(true); |
---|
| 639 | |
---|
| 640 | if (exp.getResultListener() instanceof DatabaseResultListener) { |
---|
| 641 | m_ResultsDestinationCBox.setSelectedItem(DEST_DATABASE_TEXT); |
---|
| 642 | m_ResultsDestinationPathLabel.setText("URL:"); |
---|
| 643 | m_destinationDatabaseURL = ((DatabaseResultListener)exp.getResultListener()).getDatabaseURL(); |
---|
| 644 | m_ResultsDestinationPathTField.setText(m_destinationDatabaseURL); |
---|
| 645 | m_BrowseDestinationButton.setEnabled(true); |
---|
| 646 | } else if (exp.getResultListener() instanceof InstancesResultListener) { |
---|
| 647 | m_ResultsDestinationCBox.setSelectedItem(DEST_ARFF_TEXT); |
---|
| 648 | m_ResultsDestinationPathLabel.setText("Filename:"); |
---|
| 649 | m_destinationFilename = ((InstancesResultListener)exp.getResultListener()).outputFileName(); |
---|
| 650 | m_ResultsDestinationPathTField.setText(m_destinationFilename); |
---|
| 651 | m_BrowseDestinationButton.setEnabled(true); |
---|
| 652 | } else if (exp.getResultListener() instanceof CSVResultListener) { |
---|
| 653 | m_ResultsDestinationCBox.setSelectedItem(DEST_CSV_TEXT); |
---|
| 654 | m_ResultsDestinationPathLabel.setText("Filename:"); |
---|
| 655 | m_destinationFilename = ((CSVResultListener)exp.getResultListener()).outputFileName(); |
---|
| 656 | m_ResultsDestinationPathTField.setText(m_destinationFilename); |
---|
| 657 | m_BrowseDestinationButton.setEnabled(true); |
---|
| 658 | } else { |
---|
| 659 | // unrecognised result listener |
---|
| 660 | System.out.println("SimpleSetup incompatibility: unrecognised result destination"); |
---|
| 661 | if (userWantsToConvert()) { |
---|
| 662 | m_ResultsDestinationCBox.setSelectedItem(DEST_ARFF_TEXT); |
---|
| 663 | m_ResultsDestinationPathLabel.setText("Filename:"); |
---|
| 664 | m_destinationFilename = ""; |
---|
| 665 | m_ResultsDestinationPathTField.setText(m_destinationFilename); |
---|
| 666 | m_BrowseDestinationButton.setEnabled(true); |
---|
| 667 | } else { |
---|
| 668 | return false; |
---|
| 669 | } |
---|
| 670 | } |
---|
| 671 | m_ResultsDestinationCBox.setEnabled(true); |
---|
| 672 | m_ResultsDestinationPathLabel.setEnabled(true); |
---|
| 673 | m_ResultsDestinationPathTField.setEnabled(true); |
---|
| 674 | |
---|
| 675 | if (exp.getResultProducer() instanceof CrossValidationResultProducer) { |
---|
| 676 | CrossValidationResultProducer cvrp = (CrossValidationResultProducer) exp.getResultProducer(); |
---|
| 677 | m_numFolds = cvrp.getNumFolds(); |
---|
| 678 | m_ExperimentParameterTField.setText("" + m_numFolds); |
---|
| 679 | |
---|
| 680 | if (cvrp.getSplitEvaluator() instanceof ClassifierSplitEvaluator) { |
---|
| 681 | m_ExpClassificationRBut.setSelected(true); |
---|
| 682 | m_ExpRegressionRBut.setSelected(false); |
---|
| 683 | } else if (cvrp.getSplitEvaluator() instanceof RegressionSplitEvaluator) { |
---|
| 684 | m_ExpClassificationRBut.setSelected(false); |
---|
| 685 | m_ExpRegressionRBut.setSelected(true); |
---|
| 686 | } else { |
---|
| 687 | // unknown split evaluator |
---|
| 688 | System.out.println("SimpleSetup incompatibility: unrecognised split evaluator"); |
---|
| 689 | if (userWantsToConvert()) { |
---|
| 690 | m_ExpClassificationRBut.setSelected(true); |
---|
| 691 | m_ExpRegressionRBut.setSelected(false); |
---|
| 692 | } else { |
---|
| 693 | return false; |
---|
| 694 | } |
---|
| 695 | } |
---|
| 696 | m_ExperimentTypeCBox.setSelectedItem(TYPE_CROSSVALIDATION_TEXT); |
---|
| 697 | } else if (exp.getResultProducer() instanceof RandomSplitResultProducer) { |
---|
| 698 | RandomSplitResultProducer rsrp = (RandomSplitResultProducer) exp.getResultProducer(); |
---|
| 699 | if (rsrp.getRandomizeData()) { |
---|
| 700 | m_ExperimentTypeCBox.setSelectedItem(TYPE_RANDOMSPLIT_TEXT); |
---|
| 701 | } else { |
---|
| 702 | m_ExperimentTypeCBox.setSelectedItem(TYPE_FIXEDSPLIT_TEXT); |
---|
| 703 | } |
---|
| 704 | if (rsrp.getSplitEvaluator() instanceof ClassifierSplitEvaluator) { |
---|
| 705 | m_ExpClassificationRBut.setSelected(true); |
---|
| 706 | m_ExpRegressionRBut.setSelected(false); |
---|
| 707 | } else if (rsrp.getSplitEvaluator() instanceof RegressionSplitEvaluator) { |
---|
| 708 | m_ExpClassificationRBut.setSelected(false); |
---|
| 709 | m_ExpRegressionRBut.setSelected(true); |
---|
| 710 | } else { |
---|
| 711 | // unknown split evaluator |
---|
| 712 | System.out.println("SimpleSetup incompatibility: unrecognised split evaluator"); |
---|
| 713 | if (userWantsToConvert()) { |
---|
| 714 | m_ExpClassificationRBut.setSelected(true); |
---|
| 715 | m_ExpRegressionRBut.setSelected(false); |
---|
| 716 | } else { |
---|
| 717 | return false; |
---|
| 718 | } |
---|
| 719 | } |
---|
| 720 | m_trainPercent = rsrp.getTrainPercent(); |
---|
| 721 | m_ExperimentParameterTField.setText("" + m_trainPercent); |
---|
| 722 | |
---|
| 723 | } else { |
---|
| 724 | // unknown experiment type |
---|
| 725 | System.out.println("SimpleSetup incompatibility: unrecognised resultProducer"); |
---|
| 726 | if (userWantsToConvert()) { |
---|
| 727 | m_ExperimentTypeCBox.setSelectedItem(TYPE_CROSSVALIDATION_TEXT); |
---|
| 728 | m_ExpClassificationRBut.setSelected(true); |
---|
| 729 | m_ExpRegressionRBut.setSelected(false); |
---|
| 730 | } else { |
---|
| 731 | return false; |
---|
| 732 | } |
---|
| 733 | } |
---|
| 734 | |
---|
| 735 | m_ExperimentTypeCBox.setEnabled(true); |
---|
| 736 | m_ExperimentParameterLabel.setEnabled(true); |
---|
| 737 | m_ExperimentParameterTField.setEnabled(true); |
---|
| 738 | m_ExpClassificationRBut.setEnabled(true); |
---|
| 739 | m_ExpRegressionRBut.setEnabled(true); |
---|
| 740 | |
---|
| 741 | if (exp.getRunLower() == 1) { |
---|
| 742 | m_numRepetitions = exp.getRunUpper(); |
---|
| 743 | m_NumberOfRepetitionsTField.setText("" + m_numRepetitions); |
---|
| 744 | } else { |
---|
| 745 | // unsupported iterations |
---|
| 746 | System.out.println("SimpleSetup incompatibility: runLower is not 1"); |
---|
| 747 | if (userWantsToConvert()) { |
---|
| 748 | exp.setRunLower(1); |
---|
| 749 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_FIXEDSPLIT_TEXT) { |
---|
| 750 | exp.setRunUpper(1); |
---|
| 751 | m_NumberOfRepetitionsTField.setEnabled(false); |
---|
| 752 | m_NumberOfRepetitionsTField.setText("1"); |
---|
| 753 | } else { |
---|
| 754 | exp.setRunUpper(10); |
---|
| 755 | m_numRepetitions = 10; |
---|
| 756 | m_NumberOfRepetitionsTField.setText("" + m_numRepetitions); |
---|
| 757 | } |
---|
| 758 | |
---|
| 759 | } else { |
---|
| 760 | return false; |
---|
| 761 | } |
---|
| 762 | } |
---|
| 763 | m_NumberOfRepetitionsTField.setEnabled(true); |
---|
| 764 | |
---|
| 765 | m_OrderDatasetsFirstRBut.setSelected(exp.getAdvanceDataSetFirst()); |
---|
| 766 | m_OrderAlgorithmsFirstRBut.setSelected(!exp.getAdvanceDataSetFirst()); |
---|
| 767 | m_OrderDatasetsFirstRBut.setEnabled(true); |
---|
| 768 | m_OrderAlgorithmsFirstRBut.setEnabled(true); |
---|
| 769 | |
---|
| 770 | m_NotesText.setText(exp.getNotes()); |
---|
| 771 | m_NotesButton.setEnabled(true); |
---|
| 772 | |
---|
| 773 | if (!exp.getUsePropertyIterator() || !(exp.getPropertyArray() instanceof Classifier[])) { |
---|
| 774 | // unknown property iteration |
---|
| 775 | System.out.println("SimpleSetup incompatibility: unrecognised property iteration"); |
---|
| 776 | if (userWantsToConvert()) { |
---|
| 777 | exp.setPropertyArray(new Classifier[0]); |
---|
| 778 | exp.setUsePropertyIterator(true); |
---|
| 779 | } else { |
---|
| 780 | return false; |
---|
| 781 | } |
---|
| 782 | } |
---|
| 783 | |
---|
| 784 | m_DatasetListPanel.setExperiment(exp); |
---|
| 785 | m_AlgorithmListPanel.setExperiment(exp); |
---|
| 786 | |
---|
| 787 | m_Exp = exp; |
---|
| 788 | expTypeChanged(); // recreate experiment |
---|
| 789 | |
---|
| 790 | m_Support.firePropertyChange("", null, null); |
---|
| 791 | |
---|
| 792 | return true; |
---|
| 793 | } |
---|
| 794 | |
---|
| 795 | /** |
---|
| 796 | * Gets the currently configured experiment. |
---|
| 797 | * |
---|
| 798 | * @return the currently configured experiment. |
---|
| 799 | */ |
---|
| 800 | public Experiment getExperiment() { |
---|
| 801 | |
---|
| 802 | return m_Exp; |
---|
| 803 | } |
---|
| 804 | |
---|
| 805 | /** |
---|
| 806 | * Prompts the user to select an experiment file and loads it. |
---|
| 807 | */ |
---|
| 808 | private void openExperiment() { |
---|
| 809 | |
---|
| 810 | int returnVal = m_FileChooser.showOpenDialog(this); |
---|
| 811 | if (returnVal != JFileChooser.APPROVE_OPTION) { |
---|
| 812 | return; |
---|
| 813 | } |
---|
| 814 | File expFile = m_FileChooser.getSelectedFile(); |
---|
| 815 | |
---|
| 816 | // add extension if necessary |
---|
| 817 | if (m_FileChooser.getFileFilter() == m_ExpFilter) { |
---|
| 818 | if (!expFile.getName().toLowerCase().endsWith(Experiment.FILE_EXTENSION)) |
---|
| 819 | expFile = new File(expFile.getParent(), expFile.getName() + Experiment.FILE_EXTENSION); |
---|
| 820 | } |
---|
| 821 | else if (m_FileChooser.getFileFilter() == m_KOMLFilter) { |
---|
| 822 | if (!expFile.getName().toLowerCase().endsWith(KOML.FILE_EXTENSION)) |
---|
| 823 | expFile = new File(expFile.getParent(), expFile.getName() + KOML.FILE_EXTENSION); |
---|
| 824 | } |
---|
| 825 | else if (m_FileChooser.getFileFilter() == m_XMLFilter) { |
---|
| 826 | if (!expFile.getName().toLowerCase().endsWith(".xml")) |
---|
| 827 | expFile = new File(expFile.getParent(), expFile.getName() + ".xml"); |
---|
| 828 | } |
---|
| 829 | |
---|
| 830 | try { |
---|
| 831 | Experiment exp = Experiment.read(expFile.getAbsolutePath()); |
---|
| 832 | if (!setExperiment(exp)) { |
---|
| 833 | if (m_modePanel != null) m_modePanel.switchToAdvanced(exp); |
---|
| 834 | } |
---|
| 835 | System.err.println("Opened experiment:\n" + exp); |
---|
| 836 | } catch (Exception ex) { |
---|
| 837 | ex.printStackTrace(); |
---|
| 838 | JOptionPane.showMessageDialog(this, "Couldn't open experiment file:\n" |
---|
| 839 | + expFile |
---|
| 840 | + "\nReason:\n" + ex.getMessage(), |
---|
| 841 | "Open Experiment", |
---|
| 842 | JOptionPane.ERROR_MESSAGE); |
---|
| 843 | // Pop up error dialog |
---|
| 844 | } |
---|
| 845 | } |
---|
| 846 | |
---|
| 847 | /** |
---|
| 848 | * Prompts the user for a filename to save the experiment to, then saves |
---|
| 849 | * the experiment. |
---|
| 850 | */ |
---|
| 851 | private void saveExperiment() { |
---|
| 852 | |
---|
| 853 | int returnVal = m_FileChooser.showSaveDialog(this); |
---|
| 854 | if (returnVal != JFileChooser.APPROVE_OPTION) { |
---|
| 855 | return; |
---|
| 856 | } |
---|
| 857 | File expFile = m_FileChooser.getSelectedFile(); |
---|
| 858 | |
---|
| 859 | // add extension if necessary |
---|
| 860 | if (m_FileChooser.getFileFilter() == m_ExpFilter) { |
---|
| 861 | if (!expFile.getName().toLowerCase().endsWith(Experiment.FILE_EXTENSION)) |
---|
| 862 | expFile = new File(expFile.getParent(), expFile.getName() + Experiment.FILE_EXTENSION); |
---|
| 863 | } |
---|
| 864 | else if (m_FileChooser.getFileFilter() == m_KOMLFilter) { |
---|
| 865 | if (!expFile.getName().toLowerCase().endsWith(KOML.FILE_EXTENSION)) |
---|
| 866 | expFile = new File(expFile.getParent(), expFile.getName() + KOML.FILE_EXTENSION); |
---|
| 867 | } |
---|
| 868 | else if (m_FileChooser.getFileFilter() == m_XMLFilter) { |
---|
| 869 | if (!expFile.getName().toLowerCase().endsWith(".xml")) |
---|
| 870 | expFile = new File(expFile.getParent(), expFile.getName() + ".xml"); |
---|
| 871 | } |
---|
| 872 | |
---|
| 873 | try { |
---|
| 874 | Experiment.write(expFile.getAbsolutePath(), m_Exp); |
---|
| 875 | System.err.println("Saved experiment:\n" + m_Exp); |
---|
| 876 | } catch (Exception ex) { |
---|
| 877 | ex.printStackTrace(); |
---|
| 878 | JOptionPane.showMessageDialog(this, "Couldn't save experiment file:\n" |
---|
| 879 | + expFile |
---|
| 880 | + "\nReason:\n" + ex.getMessage(), |
---|
| 881 | "Save Experiment", |
---|
| 882 | JOptionPane.ERROR_MESSAGE); |
---|
| 883 | } |
---|
| 884 | } |
---|
| 885 | |
---|
| 886 | /** |
---|
| 887 | * Adds a PropertyChangeListener who will be notified of value changes. |
---|
| 888 | * |
---|
| 889 | * @param l a value of type 'PropertyChangeListener' |
---|
| 890 | */ |
---|
| 891 | public void addPropertyChangeListener(PropertyChangeListener l) { |
---|
| 892 | m_Support.addPropertyChangeListener(l); |
---|
| 893 | } |
---|
| 894 | |
---|
| 895 | /** |
---|
| 896 | * Removes a PropertyChangeListener. |
---|
| 897 | * |
---|
| 898 | * @param l a value of type 'PropertyChangeListener' |
---|
| 899 | */ |
---|
| 900 | public void removePropertyChangeListener(PropertyChangeListener l) { |
---|
| 901 | m_Support.removePropertyChangeListener(l); |
---|
| 902 | } |
---|
| 903 | |
---|
| 904 | /** |
---|
| 905 | * Responds to a change in the destination type. |
---|
| 906 | */ |
---|
| 907 | private void destinationTypeChanged() { |
---|
| 908 | |
---|
| 909 | if (m_Exp == null) return; |
---|
| 910 | |
---|
| 911 | String str = ""; |
---|
| 912 | |
---|
| 913 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_DATABASE_TEXT) { |
---|
| 914 | m_ResultsDestinationPathLabel.setText("URL:"); |
---|
| 915 | str = m_destinationDatabaseURL; |
---|
| 916 | m_BrowseDestinationButton.setEnabled(true); //!!! |
---|
| 917 | m_BrowseDestinationButton.setText("User..."); |
---|
| 918 | } else { |
---|
| 919 | m_ResultsDestinationPathLabel.setText("Filename:"); |
---|
| 920 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_ARFF_TEXT) { |
---|
| 921 | int ind = m_destinationFilename.lastIndexOf(".csv"); |
---|
| 922 | if (ind > -1) { |
---|
| 923 | m_destinationFilename = m_destinationFilename.substring(0, ind) + ".arff"; |
---|
| 924 | } |
---|
| 925 | } |
---|
| 926 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 927 | int ind = m_destinationFilename.lastIndexOf(".arff"); |
---|
| 928 | if (ind > -1) { |
---|
| 929 | m_destinationFilename = m_destinationFilename.substring(0, ind) + ".csv"; |
---|
| 930 | } |
---|
| 931 | } |
---|
| 932 | str = m_destinationFilename; |
---|
| 933 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_ARFF_TEXT) { |
---|
| 934 | int ind = str.lastIndexOf(".csv"); |
---|
| 935 | if (ind > -1) { |
---|
| 936 | str = str.substring(0, ind) + ".arff"; |
---|
| 937 | } |
---|
| 938 | } |
---|
| 939 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 940 | int ind = str.lastIndexOf(".arff"); |
---|
| 941 | if (ind > -1) { |
---|
| 942 | str = str.substring(0, ind) + ".csv"; |
---|
| 943 | } |
---|
| 944 | } |
---|
| 945 | m_BrowseDestinationButton.setEnabled(true); |
---|
| 946 | m_BrowseDestinationButton.setText("Browse..."); |
---|
| 947 | } |
---|
| 948 | |
---|
| 949 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_DATABASE_TEXT) { |
---|
| 950 | DatabaseResultListener drl = null; |
---|
| 951 | try { |
---|
| 952 | drl = new DatabaseResultListener(); |
---|
| 953 | } catch (Exception e) { |
---|
| 954 | e.printStackTrace(); |
---|
| 955 | } |
---|
| 956 | drl.setDatabaseURL(m_destinationDatabaseURL); |
---|
| 957 | m_Exp.setResultListener(drl); |
---|
| 958 | } else { |
---|
| 959 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_ARFF_TEXT) { |
---|
| 960 | InstancesResultListener irl = new InstancesResultListener(); |
---|
| 961 | if (!m_destinationFilename.equals("")) { |
---|
| 962 | irl.setOutputFile(new File(m_destinationFilename)); |
---|
| 963 | } |
---|
| 964 | m_Exp.setResultListener(irl); |
---|
| 965 | } else if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 966 | CSVResultListener crl = new CSVResultListener(); |
---|
| 967 | if (!m_destinationFilename.equals("")) { |
---|
| 968 | crl.setOutputFile(new File(m_destinationFilename)); |
---|
| 969 | } |
---|
| 970 | m_Exp.setResultListener(crl); |
---|
| 971 | } |
---|
| 972 | } |
---|
| 973 | |
---|
| 974 | m_ResultsDestinationPathTField.setText(str); |
---|
| 975 | |
---|
| 976 | m_Support.firePropertyChange("", null, null); |
---|
| 977 | } |
---|
| 978 | |
---|
| 979 | /** |
---|
| 980 | * Responds to a change in the destination address. |
---|
| 981 | */ |
---|
| 982 | private void destinationAddressChanged() { |
---|
| 983 | |
---|
| 984 | if (m_Exp == null) return; |
---|
| 985 | |
---|
| 986 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_DATABASE_TEXT) { |
---|
| 987 | m_destinationDatabaseURL = m_ResultsDestinationPathTField.getText(); |
---|
| 988 | if (m_Exp.getResultListener() instanceof DatabaseResultListener) { |
---|
| 989 | ((DatabaseResultListener)m_Exp.getResultListener()).setDatabaseURL(m_destinationDatabaseURL); |
---|
| 990 | } |
---|
| 991 | } else { |
---|
| 992 | File resultsFile = null; |
---|
| 993 | m_destinationFilename = m_ResultsDestinationPathTField.getText(); |
---|
| 994 | |
---|
| 995 | // Use temporary file if no file name is provided |
---|
| 996 | if (m_destinationFilename.equals("")) { |
---|
| 997 | try { |
---|
| 998 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_ARFF_TEXT) { |
---|
| 999 | resultsFile = File.createTempFile("weka_experiment", ".arff"); |
---|
| 1000 | } |
---|
| 1001 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 1002 | resultsFile = File.createTempFile("weka_experiment", ".csv"); |
---|
| 1003 | } |
---|
| 1004 | resultsFile.deleteOnExit(); |
---|
| 1005 | } catch (Exception e) { |
---|
| 1006 | System.err.println("Cannot create temp file, writing to standard out."); |
---|
| 1007 | resultsFile = new File("-"); |
---|
| 1008 | } |
---|
| 1009 | } else { |
---|
| 1010 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_ARFF_TEXT) { |
---|
| 1011 | if (!m_destinationFilename.endsWith(".arff")) { |
---|
| 1012 | m_destinationFilename += ".arff"; |
---|
| 1013 | } |
---|
| 1014 | } |
---|
| 1015 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 1016 | if (!m_destinationFilename.endsWith(".csv")) { |
---|
| 1017 | m_destinationFilename += ".csv"; |
---|
| 1018 | } |
---|
| 1019 | } |
---|
| 1020 | resultsFile = new File(m_destinationFilename); |
---|
| 1021 | } |
---|
| 1022 | ((CSVResultListener)m_Exp.getResultListener()).setOutputFile(resultsFile); |
---|
| 1023 | ((CSVResultListener)m_Exp.getResultListener()).setOutputFileName(m_destinationFilename); |
---|
| 1024 | } |
---|
| 1025 | |
---|
| 1026 | m_Support.firePropertyChange("", null, null); |
---|
| 1027 | } |
---|
| 1028 | |
---|
| 1029 | /** |
---|
| 1030 | * Responds to a change in the experiment type. |
---|
| 1031 | */ |
---|
| 1032 | private void expTypeChanged() { |
---|
| 1033 | |
---|
| 1034 | if (m_Exp == null) return; |
---|
| 1035 | |
---|
| 1036 | // update parameter ui |
---|
| 1037 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_CROSSVALIDATION_TEXT) { |
---|
| 1038 | m_ExperimentParameterLabel.setText("Number of folds:"); |
---|
| 1039 | m_ExperimentParameterTField.setText("" + m_numFolds); |
---|
| 1040 | } else { |
---|
| 1041 | m_ExperimentParameterLabel.setText("Train percentage:"); |
---|
| 1042 | m_ExperimentParameterTField.setText("" + m_trainPercent); |
---|
| 1043 | } |
---|
| 1044 | |
---|
| 1045 | // update iteration ui |
---|
| 1046 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_FIXEDSPLIT_TEXT) { |
---|
| 1047 | m_NumberOfRepetitionsTField.setEnabled(false); |
---|
| 1048 | m_NumberOfRepetitionsTField.setText("1"); |
---|
| 1049 | m_Exp.setRunLower(1); |
---|
| 1050 | m_Exp.setRunUpper(1); |
---|
| 1051 | } else { |
---|
| 1052 | m_NumberOfRepetitionsTField.setText("" + m_numRepetitions); |
---|
| 1053 | m_NumberOfRepetitionsTField.setEnabled(true); |
---|
| 1054 | m_Exp.setRunLower(1); |
---|
| 1055 | m_Exp.setRunUpper(m_numRepetitions); |
---|
| 1056 | } |
---|
| 1057 | |
---|
| 1058 | SplitEvaluator se = null; |
---|
| 1059 | Classifier sec = null; |
---|
| 1060 | if (m_ExpClassificationRBut.isSelected()) { |
---|
| 1061 | se = new ClassifierSplitEvaluator(); |
---|
| 1062 | sec = ((ClassifierSplitEvaluator)se).getClassifier(); |
---|
| 1063 | } else { |
---|
| 1064 | se = new RegressionSplitEvaluator(); |
---|
| 1065 | sec = ((RegressionSplitEvaluator)se).getClassifier(); |
---|
| 1066 | } |
---|
| 1067 | |
---|
| 1068 | // build new ResultProducer |
---|
| 1069 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_CROSSVALIDATION_TEXT) { |
---|
| 1070 | CrossValidationResultProducer cvrp = new CrossValidationResultProducer(); |
---|
| 1071 | cvrp.setNumFolds(m_numFolds); |
---|
| 1072 | cvrp.setSplitEvaluator(se); |
---|
| 1073 | |
---|
| 1074 | PropertyNode[] propertyPath = new PropertyNode[2]; |
---|
| 1075 | try { |
---|
| 1076 | propertyPath[0] = new PropertyNode(se, new PropertyDescriptor("splitEvaluator", |
---|
| 1077 | CrossValidationResultProducer.class), |
---|
| 1078 | CrossValidationResultProducer.class); |
---|
| 1079 | propertyPath[1] = new PropertyNode(sec, new PropertyDescriptor("classifier", |
---|
| 1080 | se.getClass()), |
---|
| 1081 | se.getClass()); |
---|
| 1082 | } catch (IntrospectionException e) { |
---|
| 1083 | e.printStackTrace(); |
---|
| 1084 | } |
---|
| 1085 | |
---|
| 1086 | m_Exp.setResultProducer(cvrp); |
---|
| 1087 | m_Exp.setPropertyPath(propertyPath); |
---|
| 1088 | |
---|
| 1089 | } else { |
---|
| 1090 | RandomSplitResultProducer rsrp = new RandomSplitResultProducer(); |
---|
| 1091 | rsrp.setRandomizeData(m_ExperimentTypeCBox.getSelectedItem() == TYPE_RANDOMSPLIT_TEXT); |
---|
| 1092 | rsrp.setTrainPercent(m_trainPercent); |
---|
| 1093 | rsrp.setSplitEvaluator(se); |
---|
| 1094 | |
---|
| 1095 | PropertyNode[] propertyPath = new PropertyNode[2]; |
---|
| 1096 | try { |
---|
| 1097 | propertyPath[0] = new PropertyNode(se, new PropertyDescriptor("splitEvaluator", |
---|
| 1098 | RandomSplitResultProducer.class), |
---|
| 1099 | RandomSplitResultProducer.class); |
---|
| 1100 | propertyPath[1] = new PropertyNode(sec, new PropertyDescriptor("classifier", |
---|
| 1101 | se.getClass()), |
---|
| 1102 | se.getClass()); |
---|
| 1103 | } catch (IntrospectionException e) { |
---|
| 1104 | e.printStackTrace(); |
---|
| 1105 | } |
---|
| 1106 | |
---|
| 1107 | m_Exp.setResultProducer(rsrp); |
---|
| 1108 | m_Exp.setPropertyPath(propertyPath); |
---|
| 1109 | |
---|
| 1110 | } |
---|
| 1111 | |
---|
| 1112 | m_Exp.setUsePropertyIterator(true); |
---|
| 1113 | m_Support.firePropertyChange("", null, null); |
---|
| 1114 | } |
---|
| 1115 | |
---|
| 1116 | /** |
---|
| 1117 | * Responds to a change in the experiment parameter. |
---|
| 1118 | */ |
---|
| 1119 | private void expParamChanged() { |
---|
| 1120 | |
---|
| 1121 | if (m_Exp == null) return; |
---|
| 1122 | |
---|
| 1123 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_CROSSVALIDATION_TEXT) { |
---|
| 1124 | try { |
---|
| 1125 | m_numFolds = Integer.parseInt(m_ExperimentParameterTField.getText()); |
---|
| 1126 | } catch (NumberFormatException e) { |
---|
| 1127 | return; |
---|
| 1128 | } |
---|
| 1129 | } else { |
---|
| 1130 | try { |
---|
| 1131 | m_trainPercent = Double.parseDouble(m_ExperimentParameterTField.getText()); |
---|
| 1132 | } catch (NumberFormatException e) { |
---|
| 1133 | return; |
---|
| 1134 | } |
---|
| 1135 | } |
---|
| 1136 | |
---|
| 1137 | if (m_ExperimentTypeCBox.getSelectedItem() == TYPE_CROSSVALIDATION_TEXT) { |
---|
| 1138 | |
---|
| 1139 | if (m_Exp.getResultProducer() instanceof CrossValidationResultProducer) { |
---|
| 1140 | CrossValidationResultProducer cvrp = (CrossValidationResultProducer) m_Exp.getResultProducer(); |
---|
| 1141 | cvrp.setNumFolds(m_numFolds); |
---|
| 1142 | } else { |
---|
| 1143 | return; |
---|
| 1144 | } |
---|
| 1145 | |
---|
| 1146 | } else { |
---|
| 1147 | |
---|
| 1148 | if (m_Exp.getResultProducer() instanceof RandomSplitResultProducer) { |
---|
| 1149 | RandomSplitResultProducer rsrp = (RandomSplitResultProducer) m_Exp.getResultProducer(); |
---|
| 1150 | rsrp.setRandomizeData(m_ExperimentTypeCBox.getSelectedItem() == TYPE_RANDOMSPLIT_TEXT); |
---|
| 1151 | rsrp.setTrainPercent(m_trainPercent); |
---|
| 1152 | } else { |
---|
| 1153 | //System.err.println("not rsrp"); |
---|
| 1154 | return; |
---|
| 1155 | } |
---|
| 1156 | } |
---|
| 1157 | |
---|
| 1158 | m_Support.firePropertyChange("", null, null); |
---|
| 1159 | } |
---|
| 1160 | |
---|
| 1161 | /** |
---|
| 1162 | * Responds to a change in the number of repetitions. |
---|
| 1163 | */ |
---|
| 1164 | private void numRepetitionsChanged() { |
---|
| 1165 | |
---|
| 1166 | if (m_Exp == null || !m_NumberOfRepetitionsTField.isEnabled()) return; |
---|
| 1167 | |
---|
| 1168 | try { |
---|
| 1169 | m_numRepetitions = Integer.parseInt(m_NumberOfRepetitionsTField.getText()); |
---|
| 1170 | } catch (NumberFormatException e) { |
---|
| 1171 | return; |
---|
| 1172 | } |
---|
| 1173 | |
---|
| 1174 | m_Exp.setRunLower(1); |
---|
| 1175 | m_Exp.setRunUpper(m_numRepetitions); |
---|
| 1176 | |
---|
| 1177 | m_Support.firePropertyChange("", null, null); |
---|
| 1178 | } |
---|
| 1179 | |
---|
| 1180 | /** |
---|
| 1181 | * Lets user enter username/password/URL. |
---|
| 1182 | */ |
---|
| 1183 | private void chooseURLUsername() { |
---|
| 1184 | String dbaseURL=((DatabaseResultListener)m_Exp.getResultListener()).getDatabaseURL(); |
---|
| 1185 | String username=((DatabaseResultListener)m_Exp.getResultListener()).getUsername(); |
---|
| 1186 | DatabaseConnectionDialog dbd= new DatabaseConnectionDialog(null,dbaseURL,username); |
---|
| 1187 | dbd.setVisible(true); |
---|
| 1188 | |
---|
| 1189 | //if (dbaseURL == null) { |
---|
| 1190 | if (dbd.getReturnValue()==JOptionPane.CLOSED_OPTION) { |
---|
| 1191 | return; |
---|
| 1192 | } |
---|
| 1193 | |
---|
| 1194 | ((DatabaseResultListener)m_Exp.getResultListener()).setUsername(dbd.getUsername()); |
---|
| 1195 | ((DatabaseResultListener)m_Exp.getResultListener()).setPassword(dbd.getPassword()); |
---|
| 1196 | ((DatabaseResultListener)m_Exp.getResultListener()).setDatabaseURL(dbd.getURL()); |
---|
| 1197 | ((DatabaseResultListener)m_Exp.getResultListener()).setDebug(dbd.getDebug()); |
---|
| 1198 | m_ResultsDestinationPathTField.setText(dbd.getURL()); |
---|
| 1199 | } |
---|
| 1200 | /** |
---|
| 1201 | * Lets user browse for a destination file.. |
---|
| 1202 | */ |
---|
| 1203 | private void chooseDestinationFile() { |
---|
| 1204 | |
---|
| 1205 | FileFilter fileFilter = null; |
---|
| 1206 | if (m_ResultsDestinationCBox.getSelectedItem() == DEST_CSV_TEXT) { |
---|
| 1207 | fileFilter = m_csvFileFilter; |
---|
| 1208 | } else { |
---|
| 1209 | fileFilter = m_arffFileFilter; |
---|
| 1210 | } |
---|
| 1211 | m_DestFileChooser.setFileFilter(fileFilter); |
---|
| 1212 | int returnVal = m_DestFileChooser.showSaveDialog(this); |
---|
| 1213 | if (returnVal != JFileChooser.APPROVE_OPTION) { |
---|
| 1214 | return; |
---|
| 1215 | } |
---|
| 1216 | m_ResultsDestinationPathTField.setText(m_DestFileChooser.getSelectedFile().toString()); |
---|
| 1217 | } |
---|
| 1218 | } |
---|