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(); |
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460 | destInner.setLayout(new BorderLayout(5, 5)); |
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461 | destInner.add(m_ResultsDestinationCBox, BorderLayout.WEST); |
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462 | destInner.add(destName, BorderLayout.CENTER); |
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463 | destInner.add(m_BrowseDestinationButton, BorderLayout.EAST); |
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464 | |
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465 | JPanel dest = new JPanel(); |
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466 | dest.setLayout(new BorderLayout()); |
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467 | dest.setBorder(BorderFactory.createCompoundBorder( |
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468 | BorderFactory.createTitledBorder("Results Destination"), |
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469 | BorderFactory.createEmptyBorder(0, 5, 5, 5) |
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470 | )); |
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471 | dest.add(destInner, BorderLayout.NORTH); |
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472 | |
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473 | JPanel expParam = new JPanel(); |
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474 | expParam.setLayout(new BorderLayout(5, 5)); |
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475 | expParam.add(m_ExperimentParameterLabel, BorderLayout.WEST); |
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476 | expParam.add(m_ExperimentParameterTField, BorderLayout.CENTER); |
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477 | |
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478 | ButtonGroup typeBG = new ButtonGroup(); |
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479 | typeBG.add(m_ExpClassificationRBut); |
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480 | typeBG.add(m_ExpRegressionRBut); |
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481 | m_ExpClassificationRBut.setSelected(true); |
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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 | } |
---|