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The Waikato Environment for Knowledge Analysis (WEKA), a machine
learning workbench. This version represents the developer version, the
"bleeding edge" of development, you could say. New functionality gets added
to this version.
/*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
/*
* Experimenter.java
* Copyright (C) 1999-2012 University of Waikato, Hamilton, New Zealand
*
*/
package weka.gui.experiment;
import weka.core.Memory;
import weka.experiment.Experiment;
import weka.gui.AbstractPerspective;
import weka.gui.LookAndFeel;
import weka.gui.PerspectiveInfo;
import javax.swing.JFrame;
import javax.swing.JTabbedPane;
import java.awt.BorderLayout;
import java.awt.Image;
import java.awt.Toolkit;
import java.awt.event.WindowAdapter;
import java.awt.event.WindowEvent;
import java.beans.PropertyChangeEvent;
import java.beans.PropertyChangeListener;
/**
* The main class for the experiment environment. Lets the user create, open,
* save, configure, run experiments, and analyse experimental results.
*
* @author Len Trigg ([email protected])
* @version $Revision: 15294 $
*/
@PerspectiveInfo(ID = "weka.gui.experimenter", title = "Experiment",
toolTipText = "Run large scale experiments",
iconPath = "weka/gui/weka_icon_new_small.png")
public class Experimenter extends AbstractPerspective {
/** for serialization */
private static final long serialVersionUID = -5751617505738193788L;
/** The panel for configuring the experiment */
protected SetupModePanel m_SetupPanel;
/** The panel for running the experiment */
protected RunPanel m_RunPanel;
/** The panel for analysing experimental results */
protected ResultsPanel m_ResultsPanel;
/** The tabbed pane that controls which sub-pane we are working with */
protected JTabbedPane m_TabbedPane = new JTabbedPane();
/**
* True if the class attribute is the first attribute for all datasets
* involved in this experiment.
*/
protected boolean m_ClassFirst = false;
/**
* Creates the experiment environment gui with no initial experiment
*/
public Experimenter() {
this(false);
}
/**
* Creates the experiment environment gui with no initial experiment
*/
public Experimenter(boolean classFirst) {
m_SetupPanel = new SetupModePanel();
m_ResultsPanel = new ResultsPanel();
m_RunPanel = new RunPanel();
m_RunPanel.setResultsPanel(m_ResultsPanel);
m_ClassFirst = classFirst;
m_TabbedPane.addTab("Setup", null, m_SetupPanel, "Set up the experiment");
m_TabbedPane.addTab("Run", null, m_RunPanel, "Run the experiment");
m_TabbedPane.addTab("Analyse", null, m_ResultsPanel,
"Analyse experiment results");
m_TabbedPane.setSelectedIndex(0);
m_TabbedPane.setEnabledAt(1, false);
m_SetupPanel.addPropertyChangeListener(new PropertyChangeListener() {
@Override
public void propertyChange(PropertyChangeEvent e) {
// System.err.println("Updated experiment");
Experiment exp = m_SetupPanel.getExperiment();
if (exp != null) {
exp.classFirst(m_ClassFirst);
m_RunPanel.setExperiment(exp);
// m_ResultsPanel.setExperiment(exp);
m_TabbedPane.setEnabledAt(1, true);
}
}
});
setLayout(new BorderLayout());
add(m_TabbedPane, BorderLayout.CENTER);
}
/**
* Gets called if we are running in a {@code GUIApplication}. We pass
* on a reference to the main perspective to the ResultsPanel here.
*/
@Override
public void instantiationComplete() {
m_ResultsPanel
.setMainPerspective(getMainApplication().getMainPerspective());
}
/**
* Terminates this panel, which means, in the case of this panel, that it sets all references
* to associated JFrame objects to null.
*/
public void terminate() {
m_SetupPanel.terminate();
}
/**
* variable for the Experimenter class which would be set to null by the
* memory monitoring thread to free up some memory if we running out of memory
*/
private static Experimenter m_experimenter;
/** for monitoring the Memory consumption */
protected static Memory m_Memory = new Memory(true);
/**
* Tests out the experiment environment.
*
* @param args ignored.
*/
public static void main(String[] args) {
weka.core.logging.Logger.log(weka.core.logging.Logger.Level.INFO,
"Logging started");
// make sure that packages are loaded and the GenericPropertiesCreator
// executes to populate the lists correctly
weka.gui.GenericObjectEditor.determineClasses();
LookAndFeel.setLookAndFeel();
try {
// uncomment to disable the memory management:
// m_Memory.setEnabled(false);
boolean classFirst = false;
if (args.length > 0) {
classFirst = args[0].equals("CLASS_FIRST");
}
m_experimenter = new Experimenter(classFirst);
final JFrame jf = new JFrame("Weka Experiment Environment");
jf.getContentPane().setLayout(new BorderLayout());
jf.getContentPane().add(m_experimenter, BorderLayout.CENTER);
jf.addWindowListener(new WindowAdapter() {
@Override
public void windowClosing(WindowEvent e) {
jf.dispose();
System.exit(0);
}
});
jf.pack();
jf.setSize(800, 600);
jf.setVisible(true);
Image icon =
Toolkit.getDefaultToolkit().getImage(
m_experimenter.getClass().getClassLoader()
.getResource("weka/gui/weka_icon_new_48.png"));
jf.setIconImage(icon);
Thread memMonitor = new Thread() {
@Override
public void run() {
while (true) {
// try {
// Thread.sleep(10);
if (m_Memory.isOutOfMemory()) {
// clean up
jf.dispose();
m_experimenter = null;
System.gc();
// display error
System.err.println("\ndisplayed message:");
m_Memory.showOutOfMemory();
System.err.println("\nexiting");
System.exit(-1);
}
// } catch (InterruptedException ex) {
// ex.printStackTrace();
// }
}
}
};
memMonitor.setPriority(Thread.NORM_PRIORITY);
memMonitor.start();
} catch (Exception ex) {
ex.printStackTrace();
System.err.println(ex.getMessage());
}
}
}
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