referenceinstances.java

:<<数据挖掘--实用机器学习技术及java实现>>一书的配套源程序

/*
 *    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.
 */

/*
 *    ReferenceInstances.java
 *    Copyright (C) 2001 Richard Kirkby
 *
 */

package weka.classifiers.adtree;

import weka.core.Instance;
import weka.core.Instances;

/**
 * Simple class that extends the Instances class making it possible to create
 * subsets of instances that reference their source set. Is used by ADTree to
 * make reweighting of instances easy to manage.
 *
 * @author Richard Kirkby ([e-mail])
 * @version $Revision: 1.1 $
 */
public class ReferenceInstances extends Instances {

  /**
   * Creates an empty set of instances.
   *
   * @param dataset the instances to get the header information from
   * @param capacity the initial storage capacity of the set
   */
  public ReferenceInstances(Instances dataset, int capacity) {

    super(dataset, capacity);
  }

  /**
   * Adds one instance reference to the end of the set. 
   * Does not copy instance before it is added. Increases the
   * size of the dataset if it is not large enough. Does not
   * check if the instance is compatible with the dataset.
   *
   * @param instance the instance to be added
   */
  public final void addReference(Instance instance) {

    m_Instances.addElement(instance);
  }
}