weka.classifiers.bayes.net.search.local.Scoreable Maven / Gradle / Ivy

/*
 *   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 .
 */

/*
 * Scoreable.java
 * Copyright (C) 2001-2012 University of Waikato, Hamilton, New Zealand
 * 
 */
package weka.classifiers.bayes.net.search.local;

/**
 * Interface for allowing to score a classifier
 * 
 * @author Remco Bouckaert ([email protected])
 * @version $Revision: 8034 $
 */
public interface Scoreable {

  /**
   * score types
   */
  int BAYES = 0;
  int BDeu = 1;
  int MDL = 2;
  int ENTROPY = 3;
  int AIC = 4;

  /**
   * Returns log-score
   * 
   * @param nType the score type
   * @return the log-score
   */
  double logScore(int nType, int nCardinality);
}    // interface Scoreable