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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.

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/*
 *   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 .
 */

/*
 * SingleClustererEnhancer.java
 * Copyright (C) 2006-2012 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.clusterers;

import java.util.Collections;
import java.util.Enumeration;
import java.util.Vector;

import weka.core.Capabilities;
import weka.core.Capabilities.Capability;
import weka.core.Option;
import weka.core.OptionHandler;
import weka.core.Utils;

/**
 * Meta-clusterer for enhancing a base clusterer.
 * 
 * @author FracPete (fracpete at waikato dot ac dot nz)
 * @version $Revision: 10203 $
 */
public abstract class SingleClustererEnhancer extends AbstractClusterer
  implements OptionHandler {

  /** for serialization */
  private static final long serialVersionUID = 4893928362926428671L;

  /** the clusterer */
  protected Clusterer m_Clusterer = new SimpleKMeans();

  /**
   * String describing default clusterer.
   * 
   * @return the default clusterer classname
   */
  protected String defaultClustererString() {
    return SimpleKMeans.class.getName();
  }

  /**
   * Returns an enumeration describing the available options.
   * 
   * @return an enumeration of all the available options.
   */
  @Override
  public Enumeration




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