parametersetloader.java

一个很好的LIBSVM的JAVA源码。对于要研究和改进SVM算法的学者。可以参考。来自数据挖掘工具YALE工具包。

/*
 *  YALE - Yet Another Learning Environment
 *  Copyright (C) 2001-2004
 *      Simon Fischer, Ralf Klinkenberg, Ingo Mierswa, 
 *          Katharina Morik, Oliver Ritthoff
 *      Artificial Intelligence Unit
 *      Computer Science Department
 *      University of Dortmund
 *      44221 Dortmund,  Germany
 *  email: [e-mail]
 *  web:   http://yale.cs.uni-dortmund.de/
 *
 *  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., 59 Temple Place, Suite 330, Boston, MA 02111-1307
 *  USA.
 */
package edu.udo.cs.yale.operator.io;

import edu.udo.cs.yale.operator.Operator;
import edu.udo.cs.yale.operator.IOObject;
import edu.udo.cs.yale.operator.OperatorException;
import edu.udo.cs.yale.operator.UserError;
import edu.udo.cs.yale.operator.ParameterSet;
import edu.udo.cs.yale.operator.parameter.*;
import edu.udo.cs.yale.tools.LogService;

import java.util.List;
import java.io.*;

/** Reads a set of parameters from a file that was written by a
 *  {@link edu.udo.cs.yale.operator.ParameterOptimizationOperator}. It can then be applied to
 *  the operators of the experiment using a {@link edu.udo.cs.yale.operator.ParameterSetter}.
 * 
 *  @yale.xmlclass ParameterOptimization
 *  @version $Id: ParameterSetLoader.java,v 1.3 2004/08/27 11:57:37 ingomierswa Exp $ 
 */
public class ParameterSetLoader extends Operator {

    private static final Class[] OUTPUT_CLASSES = new Class[] { ParameterSet.class };

    public Class[] getOutputClasses() { return OUTPUT_CLASSES; }
    public Class[] getInputClasses() { return new Class[0]; }

    public IOObject[] apply() throws OperatorException {
	ParameterSet parameterSet = null;
	String parameterFileName = getParameterAsString("parameter_file");
	try {
	    LogService.logMessage("Loading parameter set file '"+parameterFileName+"'", LogService.TASK);
	    parameterSet = ParameterSet.read(new BufferedReader(new FileReader(getExperiment().resolveFileName(parameterFileName))));
	} catch (IOException e) {
	    throw new UserError(this, 302, e, new Object[] {parameterFileName, e.getMessage()});
	}
	
	return new IOObject[] { parameterSet  };
    }

    public List getParameterTypes() {
	List types = super.getParameterTypes();
	types.add(new ParameterTypeFile("parameter_file", "A file containing a parameter set.", false));
	return types;
    }
	
}