adjustmodel.java~31~

垃圾邮件过滤器源代码

///////////////////////////////////////////////////////////////////////////////
// Copyright (C) 2001 Chieu Hai Leong and Jason Baldridge
//
// This library is free software; you can redistribute it and/or
// modify it under the terms of the GNU Lesser General Public
// License as published by the Free Software Foundation; either
// version 2.1 of the License, or (at your option) any later version.
//
// This library 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 Lesser General Public License for more details.
//
// You should have received a copy of the GNU Lesser 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.
//////////////////////////////////////////////////////////////////////////////

import opennlp.maxent.*;
import opennlp.maxent.io.*;
import java.io.*;
import javax.swing.*;
import java.awt.event.*;

/**
 * Adjust parameters of the model
 *
 * @author  Si Guangtao
 */
public class AdjustModel {
    MaxentModel _model;
    ContextGenerator _cg = new BasicContextGenerator();

    /** 主函数调用方法
     * Main method. Call as follows:
     * <p>
     * java AdjustModel modelFile
     */
    public static void main(String[] args) {
        String modelFileName = "mailsModel.txt";
        int mode = 1;
        double step = 1.0;
        Predicate pred2Adjust = new Predicate();

        if (args.length > 0) {
            pred2Adjust.word = args[0];   // 要修改的特征词
            if (args.length > 1)
              mode = Integer.parseInt(args[1]);
            if (args.length > 2)
              step = Double.parseDouble(args[2]);
        }
        else{
          System.out.println("Invalid pred2Adjust!");
          return;
        }

        try {   // 从模型文件获得最大熵模型
            GISModel model =new SuffixSensitiveGISModelReader(new File(modelFileName)).getModel();
            model.AdjustMailModel(pred2Adjust, mode, step);

            File outputFile = new File(modelFileName);
            GISModelWriter writer = new SuffixSensitiveGISModelWriter(model, outputFile);
            writer.persist();

            System.out.print("\nModel has been adjusted!\n");
        } catch (Exception e) {
            e.printStackTrace();
            System.exit(0);
        }
    }
}