attributeevaluator.java

这是关于数据挖掘的一些算法

/*
 *    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.
 */

/*
 *    AttributeEvaluator.java
 *    Copyright (C) 1999 University of Waikato, Hamilton, New Zealand
 *
 */

package weka.attributeSelection;


/** 
 * Abstract attribute evaluator. Evaluate attributes individually.
 *
 * @author Mark Hall ([e-mail])
 * @version $Revision: 1.10 $
 */
public abstract class AttributeEvaluator extends ASEvaluation {
  
    /** for serialization */
    private static final long serialVersionUID = -5389991923744272762L;
  
    // ===============
    // Public methods.
    // ===============

    /**
     * evaluates an individual attribute
     *
     * @param attribute the index of the attribute to be evaluated
     * @return the "merit" of the attribute
     * @exception Exception if the attribute could not be evaluated
     */
    public abstract double evaluateAttribute(int attribute) throws Exception;
}