testsumneglogprob.java

这是一个matlab的java实现。里面有许多内容。请大家慢慢捉摸。

/* 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.fst.tests;

import junit.framework.*;

public class TestSumNegLogProb extends TestCase
{
	public TestSumNegLogProb (String name)
	{
		super (name);
	}

	private double sumNegLogProb (double a, double b) {
		return - Math.log (Math.exp(-a) + Math.exp(-b));
	}

	public void testSum (double a, double b)
	{
		double al = - Math.log (a);
		double bl = - Math.log (b);
		double abl = sumNegLogProb (al, bl);
		double ab = Math.exp (-abl);
		System.out.println (" " + a +"  +  "+ b +"  =  "+ab);
		System.out.println (">" + al +"  +  "+ bl +"  =  "+abl);
		assertTrue (Math.abs (ab - (a+b)) < 0.001);
	}

	public void testTwo ()
	{
		testSum (.5, .5);
		testSum (.9, .1);
		testSum (.99, .01);
		testSum (.99999, .00001);
		testSum (.00001, 0.00001);
		testSum (.00000001, 0.00001);
		testSum (.0000000000001, 0.00001);
	}
	
	public static Test suite ()
	{
		return new TestSuite (TestSumNegLogProb.class);
	}

	public static void main (String[] args)
	{
		junit.textui.TestRunner.run (suite());
	}
	
}