clusterdefinition.java

来自「Java 编写的多种数据挖掘算法 包括聚类、分类、预处理等」· Java 代码 · 共 136 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.
 */

/*
 * ClusterDefinition.java
 * Copyright (C) 2005 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.datagenerators;

import weka.core.OptionHandler;
import weka.core.Utils;

import java.io.Serializable;
import java.util.Enumeration;

/**
 * Ancestor to all ClusterDefinitions, i.e., subclasses that handle their
 * own parameters that the cluster generator only passes on.
 *
 *
 * @author FracPete (fracpete at waikato dot ac dot nz)
 * @version $Revision: 1.2 $
 */

public abstract class ClusterDefinition
  implements Serializable, OptionHandler {

  /** the parent of the cluster */
  protected ClusterGenerator m_Parent;

  /**
   * initializes the cluster, without a parent cluster (necessary for GOE)
   */
  public ClusterDefinition() {
    this(null);
  }

  /**
   * initializes the cluster
   *
   * @param parent    the datagenerator this cluster belongs to
   */
  public ClusterDefinition(ClusterGenerator parent) {
    m_Parent = parent;

    try {
      setDefaults();
    }
    catch (Exception e) {
      e.printStackTrace();
    }
  }

  /**
   * sets the default values
   * 
   * @throws Exception if setting of defaults fails
   */
  protected abstract void setDefaults() throws Exception;

  /**
   * Returns a string describing this data generator.
   *
   * @return a description of the data generator suitable for
   * displaying in the explorer/experimenter gui
   */
  public String globalInfo() {
    return "Contains informations about a certain cluster of a cluster generator.";
  }

  /**
   * Returns an enumeration describing the available options.
   *
   * @return an enumeration of all the available options
   */
  public abstract Enumeration listOptions();

  /**
   * Parses a list of options for this object. <p/>
   *
   * For list of valid options see class description.<p/>
   *
   * @param options the list of options as an array of strings
   * @throws Exception if an option is not supported
   */
  public abstract void setOptions(String[] options) throws Exception;

  /**
   * Gets the current settings of the datagenerator BIRCHCluster.
   *
   * @return an array of strings suitable for passing to setOptions
   */
  public abstract String[] getOptions();

  /**
   * returns the parent datagenerator this cluster belongs to
   * 
   * @return the parent this cluster belongs to
   */
  public ClusterGenerator getParent() {
    return m_Parent;
  }

  /**
   * sets the parent datagenerator this cluster belongs to
   * @param parent      the parent datagenerator
   */
  public void setParent(ClusterGenerator parent) {
    m_Parent = parent;
  }

  /**
   * returns a string representation of the cluster
   * 
   * @return the cluster definition as string
   */
  public String toString() {
    return this.getClass().getName() + ": " + Utils.joinOptions(getOptions());
  }
}