/*
* 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.
*/
/*
* StringMetric.java
* Copyright (C) 2003 Mikhail Bilenko
*
*/
package weka.deduping.metrics;
import weka.core.Utils;
/**
* An abstract class that returns a measure of similarity between strings
*
* @author Mikhail Bilenko
*/
public abstract class StringMetric implements Cloneable {
/** Compute a measure of distance between two strings
* @param s1 first string
* @param s2 second string
* @returns distance between two strings
*/
public abstract double distance(String s1, String s2) throws Exception;
/** Compute a measure of similarity between two strings
* @param s1 first string
* @param s2 second string
* @returns similarity between two strings
*/
public abstract double similarity(String s1, String s2) throws Exception;
/** The computation of a metric can be either based on distance, or on similarity
* @returns true if the underlying metric computes distance, false if similarity
*/
public abstract boolean isDistanceBased();
/** Create a copy of this metric */
public abstract Object clone();
/**
* Creates a new instance of a metric given it's class name and
* (optional) arguments to pass to it's setOptions method. If the
* classifier implements OptionHandler and the options parameter is
* non-null, the classifier will have it's options set.
*
* @param metricName the fully qualified class name of the metric
* @param options an array of options suitable for passing to setOptions. May
* be null.
* @return the newly created metric ready for use.
* @exception Exception if the metric name is invalid, or the options
* supplied are not acceptable to the metric
*/
public static StringMetric forName(String metricName,
String [] options) throws Exception {
return (StringMetric)Utils.forName(StringMetric.class,
metricName,
options);
}
}