labeling.java

常用机器学习算法,java编写源代码,内含常用分类算法,包括说明文档

/* Copyright (C) 2002 Univ. of Massachusetts Amherst, Computer Science Dept.
   This file is part of "MALLET" (MAchine Learning for LanguagE Toolkit).
   http://www.cs.umass.edu/~mccallum/mallet
   This software is provided under the terms of the Common Public License,
   version 1.0, as published by http://www.opensource.org.  For further
   information, see the file `LICENSE' included with this distribution. */




/** 
   @author Andrew McCallum <a href="mailto:[e-mail]">[e-mail]</a>
 */

package edu.umass.cs.mallet.base.types;

import edu.umass.cs.mallet.base.types.Label;

/** A distribution over possible labels for an instance. */

public interface Labeling
{
	public LabelAlphabet getLabelAlphabet ();
	
	public Label getBestLabel ();
	public double getBestValue ();
	public int getBestIndex ();

	public double value (Label label);
	public double value (int labelIndex);

	// Zero-based
	public int getRank (Label label);
	public int getRank (int labelIndex);
	public Label getLabelAtRank (int rank);
	public double getValueAtRank (int rank);

	public void addTo (double[] values);
	public void addTo (double[] values, double scale);

	// The number of non-zero-weight Labels in this Labeling, not total
	// number in the Alphabet
	public int numLocations ();
	// xxx Use "get..."? 
	public int indexAtLocation (int pos);
	public Label labelAtLocation (int pos);
	public double valueAtLocation (int pos);

	public LabelVector toLabelVector();
	
}