attributesummarizer.java

代码是一个分类器的实现,其中使用了部分weka的源代码。可以将项目导入eclipse运行

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

/*
 *    AttributeSummarizer.java
 *    Copyright (C) 2003 Mark Hall
 *
 */

package weka.gui.beans;

import weka.core.Instances;
import weka.gui.AttributeVisualizationPanel;
import weka.gui.visualize.VisualizePanel;
import weka.gui.visualize.PlotData2D;

import java.io.Serializable;
import java.util.Vector;
import java.util.Enumeration;
import javax.swing.JPanel;
import javax.swing.JLabel;
import javax.swing.JTextField;
import java.awt.BorderLayout;
import javax.swing.ImageIcon;
import javax.swing.SwingConstants;
import javax.swing.BorderFactory;
import javax.swing.JScrollPane;
import java.awt.*;
import java.beans.*;
import java.beans.beancontext.*;

/**
 * Bean that encapsulates displays bar graph summaries for attributes in
 * a data set.
 *
 * @author <a href="mailto:[e-mail]">Mark Hall</a>
 * @version $Revision: 1.7 $
 */
public class AttributeSummarizer extends DataVisualizer {

  /**
   * The number of plots horizontally in the display
   */
  protected int m_gridWidth = 4;
  
  /**
   * The maximum number of plots to show
   */
  protected int m_maxPlots = 100;

  /**
   * Index on which to color the plots.
   */
  protected int m_coloringIndex = -1;

  /**
   * Creates a new <code>AttributeSummarizer</code> instance.
   */
  public AttributeSummarizer() {
    appearanceFinal();
  }

  /**
   * Global info for this bean
   *
   * @return a <code>String</code> value
   */
  public String globalInfo() {
    return "Plot summary bar charts for incoming data/training/test sets.";
  }

  /**
   * Set the coloring index for the attribute summary plots
   *
   * @param ci an <code>int</code> value
   */
  public void setColoringIndex(int ci) {
    m_coloringIndex = ci;
  }

  /**
   * Return the coloring index for the attribute summary plots
   *
   * @return an <code>int</code> value
   */
  public int getColoringIndex() {
    return m_coloringIndex;
  }

  /**
   * Set the width of the grid of plots
   *
   * @param gw the width of the grid
   */
  public void setGridWidth(int gw) {
    if (gw > 0) {
      m_bcSupport.firePropertyChange("gridWidth", new Integer(m_gridWidth),
				     new Integer(gw));
      m_gridWidth = gw;
    }
  }

  /**
   * Get the width of the grid of plots
   *
   * @return the grid width
   */
  public int getGridWidth() {
    return m_gridWidth;
  }
  
  /**
   * Set the maximum number of plots to display
   *
   * @param mp the number of plots to display
   */
  public void setMaxPlots(int mp) {
    if (mp > 0) {
      m_bcSupport.firePropertyChange("maxPlots", new Integer(m_maxPlots),
				     new Integer(mp));
      m_maxPlots = mp;
    }
  }

  /**
   * Get the number of plots to display
   *
   * @return the number of plots to display
   */
  public int getMaxPlots() {
    return m_maxPlots;
  }

  /**
   * Set whether the appearance of this bean should be design or
   * application
   *
   * @param design true if bean should appear in design mode
   */
  public void setDesign(boolean design) {
    m_design = true;
    appearanceDesign();
  }

  protected void appearanceDesign() {
    removeAll();
    m_visual = 
      new BeanVisual("AttributeSummarizer", 
		     BeanVisual.ICON_PATH+"AttributeSummarizer.gif",
		     BeanVisual.ICON_PATH+"AttributeSummarizer_animated.gif");
    setLayout(new BorderLayout());
    add(m_visual, BorderLayout.CENTER);
  }

  protected void appearanceFinal() {
    removeAll();
    setLayout(new BorderLayout());
  }

  protected void setUpFinal() {
    removeAll();
    JScrollPane hp = makePanel();
    add(hp, BorderLayout.CENTER);
  }

  /**
   * Use the default appearance for this bean
   */
  public void useDefaultVisual() {
    m_visual.loadIcons(BeanVisual.ICON_PATH+"DefaultDataVisualizer.gif",
		       BeanVisual.ICON_PATH+"DefaultDataVisualizer_animated.gif");
  }

  /**
   * Return an enumeration of actions that the user can ask this bean to
   * perform
   *
   * @return an <code>Enumeration</code> value
   */
  public Enumeration enumerateRequests() {
    Vector newVector = new Vector(0);
    if (m_visualizeDataSet != null) {
      newVector.addElement("Show summaries");
    }
    return newVector.elements();
  }

  private JScrollPane makePanel() {
    String fontFamily = this.getFont().getFamily();
    Font newFont = new Font(fontFamily, Font.PLAIN, 10);
    JPanel hp = new JPanel();
    hp.setFont(newFont);
    int numPlots = Math.min(m_visualizeDataSet.numAttributes(), m_maxPlots);
    int gridHeight = numPlots / m_gridWidth;
    
    if (numPlots % m_gridWidth != 0) {
      gridHeight++;
    }
    hp.setLayout(new GridLayout(gridHeight, 4));
    for (int i = 0; i < numPlots; i++) {
      JPanel temp = new JPanel();
      temp.setLayout(new BorderLayout());
      temp.setBorder(BorderFactory.createTitledBorder(m_visualizeDataSet.
						      attribute(i).name()));

      AttributeVisualizationPanel ap = new AttributeVisualizationPanel();
      ap.setInstances(m_visualizeDataSet);
      ap.setColoringIndex(m_coloringIndex);
      temp.add(ap, BorderLayout.CENTER);
      ap.setAttribute(i);
      hp.add(temp);
    }
    
    Dimension d = new Dimension(830, gridHeight * 100);
    hp.setMinimumSize(d);
    hp.setMaximumSize(d);
    hp.setPreferredSize(d);
    
    JScrollPane scroller = new JScrollPane(hp);

    return scroller;
  }

  /**
   * Set a bean context for this bean
   *
   * @param bc a <code>BeanContext</code> value
   */
  public void setBeanContext(BeanContext bc) {
    m_beanContext = bc;
    m_design = m_beanContext.isDesignTime();
    if (m_design) {
      appearanceDesign();
    }
  }

  /**
   * Set instances for this bean. This method is a convenience method
   * for clients who use this component programatically
   *
   * @param inst an <code>Instances</code> value
   * @exception Exception if an error occurs
   */
  public void setInstances(Instances inst) throws Exception {
    if (m_design) {
      throw new Exception("This method is not to be used during design "
			  +"time. It is meant to be used if this "
			  +"bean is being used programatically as as "
			  +"stand alone component.");
    }
    m_visualizeDataSet = inst;
    setUpFinal();
  }

  /**
   * Perform a named user request
   *
   * @param request a string containing the name of the request to perform
   * @exception IllegalArgumentException if request is not supported
   */
  public void performRequest(String request) {
    if (m_design == false) {
      setUpFinal();
      return;
    }
    if (request.compareTo("Show summaries") == 0) {
      try {
	// popup matrix panel
	if (!m_framePoppedUp) {
	  m_framePoppedUp = true;
	  final JScrollPane holderP = makePanel();

	  final javax.swing.JFrame jf = 
	    new javax.swing.JFrame("Visualize");
	  jf.setSize(800,600);
	  jf.getContentPane().setLayout(new BorderLayout());
	  jf.getContentPane().add(holderP, BorderLayout.CENTER);
	  jf.addWindowListener(new java.awt.event.WindowAdapter() {
	      public void windowClosing(java.awt.event.WindowEvent e) {
		jf.dispose();
		m_framePoppedUp = false;
	      }
	    });
	  jf.setVisible(true);
	  m_popupFrame = jf;
	} else {
	  m_popupFrame.toFront();
	}
      } catch (Exception ex) {
	ex.printStackTrace();
	m_framePoppedUp = false;
      }
    } else {
      throw new IllegalArgumentException(request
		+ " not supported (AttributeSummarizer)");
    }
  }

  public static void main(String [] args) {
    try {
      if (args.length != 1) {
	System.err.println("Usage: AttributeSummarizer <dataset>");
	System.exit(1);
      }
      java.io.Reader r = new java.io.BufferedReader(
			 new java.io.FileReader(args[0]));
      Instances inst = new Instances(r);
      final javax.swing.JFrame jf = new javax.swing.JFrame();
      jf.getContentPane().setLayout(new java.awt.BorderLayout());
      final AttributeSummarizer as = new AttributeSummarizer();
      as.setInstances(inst);
      
      jf.getContentPane().add(as, java.awt.BorderLayout.CENTER);
      jf.addWindowListener(new java.awt.event.WindowAdapter() {
        public void windowClosing(java.awt.event.WindowEvent e) {
          jf.dispose();
          System.exit(0);
        }
      });
      jf.setSize(830,600);
      jf.setVisible(true);
    } catch (Exception ex) {
      ex.printStackTrace();
      System.err.println(ex.getMessage());
    }
  }
}