clusterer.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

	ex.printStackTrace();
      }
    }
  }

/**
   * Builds the clusters
   */
  private void buildClusterer() throws Exception {
      if(m_trainingSet.classIndex() < 0)  
        m_Clusterer.buildClusterer(m_trainingSet);
      else{ //class based evaluation if class attribute is set
        Remove removeClass = new Remove();
	removeClass.setAttributeIndices(""+(m_trainingSet.classIndex()+1));
	removeClass.setInvertSelection(false);
	removeClass.setInputFormat(m_trainingSet);
	Instances clusterTrain = Filter.useFilter(m_trainingSet, removeClass);
	m_Clusterer.buildClusterer(clusterTrain);
      }
  }

  /**
   * Sets the visual appearance of this wrapper bean
   *
   * @param newVisual a <code>BeanVisual</code> value
   */
  public void setVisual(BeanVisual newVisual) {
    m_visual = newVisual;
  }

  /**
   * Gets the visual appearance of this wrapper bean
   */
  public BeanVisual getVisual() {
    return m_visual;
  }

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

  /**
   * Add a batch clusterer listener
   *
   * @param cl a <code>BatchClustererListener</code> value
   */
  public synchronized void 
    addBatchClustererListener(BatchClustererListener cl) {
    m_batchClustererListeners.addElement(cl);
  }

  /**
   * Remove a batch clusterer listener
   *
   * @param cl a <code>BatchClustererListener</code> value
   */
  public synchronized void 
    removeBatchClustererListener(BatchClustererListener cl) {
    m_batchClustererListeners.remove(cl);
  }

  /**
   * Notify all batch clusterer listeners of a batch clusterer event
   *
   * @param ce a <code>BatchClustererEvent</code> value
   */
  private void notifyBatchClustererListeners(BatchClustererEvent ce) {
    Vector l;
    synchronized (this) {
      l = (Vector)m_batchClustererListeners.clone();
    }
    if (l.size() > 0) {
      for(int i = 0; i < l.size(); i++) {
	((BatchClustererListener)l.elementAt(i)).acceptClusterer(ce);
      }
    }
  }

  /**
   * Add a graph listener
   *
   * @param cl a <code>GraphListener</code> value
   */
  public synchronized void addGraphListener(GraphListener cl) {
    m_graphListeners.addElement(cl);
  }

  /**
   * Remove a graph listener
   *
   * @param cl a <code>GraphListener</code> value
   */
  public synchronized void removeGraphListener(GraphListener cl) {
    m_graphListeners.remove(cl);
  }

  /**
   * Notify all graph listeners of a graph event
   *
   * @param ge a <code>GraphEvent</code> value
   */
  private void notifyGraphListeners(GraphEvent ge) {
    Vector l;
    synchronized (this) {
      l = (Vector)m_graphListeners.clone();
    }
    if (l.size() > 0) {
      for(int i = 0; i < l.size(); i++) {
	((GraphListener)l.elementAt(i)).acceptGraph(ge);
      }
    }
  }

  /**
   * Add a text listener
   *
   * @param cl a <code>TextListener</code> value
   */
  public synchronized void addTextListener(TextListener cl) {
    m_textListeners.addElement(cl);
  }

  /**
   * Remove a text listener
   *
   * @param cl a <code>TextListener</code> value
   */
  public synchronized void removeTextListener(TextListener cl) {
    m_textListeners.remove(cl);
  }

  /**
   * Notify all text listeners of a text event
   *
   * @param ge a <code>TextEvent</code> value
   */
  private void notifyTextListeners(TextEvent ge) {
    Vector l;
    synchronized (this) {
      l = (Vector)m_textListeners.clone();
    }
    if (l.size() > 0) {
      for(int i = 0; i < l.size(); i++) {
	((TextListener)l.elementAt(i)).acceptText(ge);
      }
    }
  }


  /**
   * Returns true if, at this time, 
   * the object will accept a connection with respect to the named event
   *
   * @param eventName the event
   * @return true if the object will accept a connection
   */
  public boolean connectionAllowed(String eventName) {
    /*    if (eventName.compareTo("instance") == 0) {
      if (!(m_Clusterer instanceof weka.classifiers.UpdateableClassifier)) {
	return false;
      }
      } */
    if (m_listenees.containsKey(eventName)) {
      return false;
    }
    return true;
  }

  /**
   * Returns true if, at this time, 
   * the object will accept a connection according to the supplied
   * EventSetDescriptor
   *
   * @param esd the EventSetDescriptor
   * @return true if the object will accept a connection
   */
  public boolean connectionAllowed(EventSetDescriptor esd) {
    return connectionAllowed(esd.getName());
  }

  /**
   * Notify this object that it has been registered as a listener with
   * a source with respect to the named event
   *
   * @param eventName the event
   * @param source the source with which this object has been registered as
   * a listener
   */
  public synchronized void connectionNotification(String eventName,
						  Object source) {

    if (connectionAllowed(eventName)) {
      m_listenees.put(eventName, source);
      /*      if (eventName.compareTo("instance") == 0) {
	startIncrementalHandler();
	} */
    }
  }

  /**
   * Notify this object that it has been deregistered as a listener with
   * a source with respect to the supplied event name
   *
   * @param eventName the event
   * @param source the source with which this object has been registered as
   * a listener
   */
  public synchronized void disconnectionNotification(String eventName,
						     Object source) {
    m_listenees.remove(eventName);
  }

  /**
   * Function used to stop code that calls acceptTrainingSet. This is 
   * needed as clusterer construction is performed inside a separate
   * thread of execution.
   *
   * @param tf a <code>boolean</code> value
   */
  private synchronized void block(boolean tf) {

    if (tf) {
      try {
	  // only block if thread is still doing something useful!
	if (m_buildThread.isAlive() && m_state != IDLE) {
	  wait();
	  }
      } catch (InterruptedException ex) {
      }
    } else {
      notifyAll();
    }
  }


  /**
   * Stop any clusterer action
   */
  public void stop() {
    // tell all listenees (upstream beans) to stop
    Enumeration en = m_listenees.keys();
    while (en.hasMoreElements()) {
      Object tempO = m_listenees.get(en.nextElement());
      if (tempO instanceof BeanCommon) {
	System.err.println("Listener is BeanCommon");
	((BeanCommon)tempO).stop();
      }
    }

    // stop the build thread
    if (m_buildThread != null) {
      m_buildThread.interrupt();
      m_buildThread.stop();
      m_buildThread = null;
      m_visual.setStatic();
    }
  }

  /**
   * Set a logger
   *
   * @param logger a <code>Logger</code> value
   */
  public void setLog(Logger logger) {
    m_log = logger;
  }

  /**
   * Return an enumeration of requests that can be made by the user
   *
   * @return an <code>Enumeration</code> value
   */
  public Enumeration enumerateRequests() {
    Vector newVector = new Vector(0);
    if (m_buildThread != null) {
      newVector.addElement("Stop");
    }
    return newVector.elements();
  }

  /**
   * Perform a particular request
   *
   * @param request the request to perform
   * @exception IllegalArgumentException if an error occurs
   */
  public void performRequest(String request) {
    if (request.compareTo("Stop") == 0) {
      stop();
    } else {
      throw new IllegalArgumentException(request
					 + " not supported (Classifier)");
    }
  }

  /**
   * Returns true, if at the current time, the event described by the
   * supplied event descriptor could be generated.
   *
   * @param esd an <code>EventSetDescriptor</code> value
   * @return a <code>boolean</code> value
   */
  public boolean eventGeneratable(EventSetDescriptor esd) {
    String eventName = esd.getName();
    return eventGeneratable(eventName);
  }

  /**
   * Returns true, if at the current time, the named event could
   * be generated. Assumes that the supplied event name is
   * an event that could be generated by this bean
   *
   * @param eventName the name of the event in question
   * @return true if the named event could be generated at this point in
   * time
   */
  public boolean eventGeneratable(String eventName) {
    if (eventName.compareTo("graph") == 0) {
      // can't generate a GraphEvent if clusterer is not drawable
      if (!(m_Clusterer instanceof weka.core.Drawable)) {
	return false;
      }
      // need to have a training set before the clusterer
      // can generate a graph!
      if (!m_listenees.containsKey("trainingSet")) {
	return false;
      }
      // Source needs to be able to generate a trainingSet
      // before we can generate a graph
      Object source = m_listenees.get("trainingSet");
       if (source instanceof EventConstraints) {
	if (!((EventConstraints)source).eventGeneratable("trainingSet")) {
	  return false;
	}
      }
    }

    if (eventName.compareTo("batchClusterer") == 0) {
      if (!m_listenees.containsKey("trainingSet")) {
	return false;
      }
     
      Object source = m_listenees.get("trainingSet");
      if (source != null && source instanceof EventConstraints) {
	if (!((EventConstraints)source).eventGeneratable("trainingSet")) {
	  return false;
	}
      }
    }

    if (eventName.compareTo("text") == 0) {
      if (!m_listenees.containsKey("trainingSet")){ 
	return false;
      }
      Object source = m_listenees.get("trainingSet");
      if (source != null && source instanceof EventConstraints) {
	if (!((EventConstraints)source).eventGeneratable("trainingSet")) {
	  return false;
	}
      }
    }

    if (eventName.compareTo("batchClassifier") == 0)
        return false;
    if (eventName.compareTo("incrementalClassifier") == 0)
        return false;
    
    return true;
  }
}