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The Waikato Environment for Knowledge Analysis (WEKA), a machine learning workbench. This is the stable version. Apart from bugfixes, this version does not receive any other updates.

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/*
 * 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., 675 Mass Ave, Cambridge, MA 02139, USA.
 */

/*
 * FromFile.java
 * Copyright (C) 2004 University of Waikato, Hamilton, New Zealand
 * 
 */
package weka.classifiers.bayes.net.search.fixed;

import weka.classifiers.bayes.BayesNet;
import weka.classifiers.bayes.net.BIFReader;
import weka.classifiers.bayes.net.ParentSet;
import weka.classifiers.bayes.net.search.SearchAlgorithm;
import weka.core.Instances;
import weka.core.Option;
import weka.core.RevisionUtils;
import weka.core.Utils;

import java.util.Enumeration;
import java.util.Vector;

/** 
 
 * The FromFile reads the structure of a Bayes net from a file in BIFF format.
 * 

* * Valid options are:

* *

 -B <BIF File>
 *  Name of file containing network structure in BIF format
 * 
* * * @author Remco Bouckaert * @version $Revision: 1.8 $ */ public class FromFile extends SearchAlgorithm { /** for serialization */ static final long serialVersionUID = 7334358169507619525L; /** name of file to read structure from **/ String m_sBIFFile = ""; /** * Returns a string describing this object * @return a description of the classifier suitable for * displaying in the explorer/experimenter gui */ public String globalInfo() { return "The FromFile reads the structure of a Bayes net from a file " + "in BIFF format."; } /** * * @param bayesNet * @param instances the instances to work with * @throws Exception if attribute from BIF file could not be found */ public void buildStructure (BayesNet bayesNet, Instances instances) throws Exception { // read network structure in BIF format BIFReader bifReader = new BIFReader(); bifReader.processFile(m_sBIFFile); // copy parent sets for (int iAttribute = 0; iAttribute < instances.numAttributes(); iAttribute++) { int iBIFAttribute = bifReader.getNode(bayesNet.getNodeName(iAttribute)); ParentSet bifParentSet = bifReader.getParentSet(iBIFAttribute); for (int iBIFParent = 0; iBIFParent < bifParentSet.getNrOfParents(); iBIFParent++) { String sParent = bifReader.getNodeName(bifParentSet.getParent(iBIFParent)); int iParent = 0; while (iParent < instances.numAttributes() && !bayesNet.getNodeName(iParent).equals(sParent)) { iParent++; } if (iParent >= instances.numAttributes()) { throw new Exception("Could not find attribute " + sParent + " from BIF file in data"); } bayesNet.getParentSet(iAttribute).addParent(iParent, instances); } } } // buildStructure /** * Set name of network in BIF file to read structure from * * @param sBIFFile the name of the BIF file */ public void setBIFFile(String sBIFFile) { m_sBIFFile = sBIFFile; } /** * Get name of network in BIF file to read structure from * @return BIF file name */ public String getBIFFile() { return m_sBIFFile; } /** * Returns an enumeration describing the available options. * * @return an enumeration of all the available options. */ public Enumeration listOptions() { Vector newVector = new Vector(); newVector.addElement(new Option("\tName of file containing network structure in BIF format\n", "B", 1, "-B ")); Enumeration en = super.listOptions(); while (en.hasMoreElements()) newVector.addElement(en.nextElement()); return newVector.elements(); } /** * Parses a given list of options.

* * Valid options are:

* *

 -B <BIF File>
	 *  Name of file containing network structure in BIF format
	 * 
* * * @param options the list of options as an array of strings * @throws Exception if an option is not supported */ public void setOptions(String[] options) throws Exception { setBIFFile( Utils.getOption('B', options)); super.setOptions(options); } /** * Gets the current settings of the search algorithm. * * @return an array of strings suitable for passing to setOptions */ public String [] getOptions() { String[] superOptions = super.getOptions(); String [] options = new String [2 + superOptions.length]; int current = 0; options[current++] = "-B"; options[current++] = "" + getBIFFile(); // insert options from parent class for (int iOption = 0; iOption < superOptions.length; iOption++) { options[current++] = superOptions[iOption]; } // Fill up rest with empty strings, not nulls! while (current < options.length) { options[current++] = ""; } return options; } /** * Returns the revision string. * * @return the revision */ public String getRevision() { return RevisionUtils.extract("$Revision: 1.8 $"); } } // class FromFile




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