/*
* 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.
*/
/*
* MacroPrecision.java
* Copyright (C) 2009-2010 Aristotle University of Thessaloniki, Thessaloniki, Greece
*/
package mulan.evaluation.measure;
import mulan.core.MulanRuntimeException;
/**
* Implementation of the macro-averaged precision measure.
*
* @author Grigorios Tsoumakas
* @version 2010.11.05
*/
public class MacroPrecision extends LabelBasedPrecision {
private boolean strict;
/**
* Constructs a new object with given number of labels
*
* @param numOfLabels the number of labels
* @param isStrict when false, divisions-by-zero are ignored
*/
public MacroPrecision(int numOfLabels, boolean isStrict) {
super(numOfLabels);
strict = isStrict;
}
public double getValue() {
double sum = 0;
int count = 0;
for (int labelIndex = 0; labelIndex < numOfLabels; labelIndex++) {
if (truePositives[labelIndex] + falsePositives[labelIndex] == 0) {
if (strict) {
throw new MulanRuntimeException("None example predicted positive");
}
} else {
sum += truePositives[labelIndex] / (truePositives[labelIndex] + falsePositives[labelIndex]);
count++;
}
}
return sum / count;
}
public String getName() {
return "Macro-averaged Precision";
}
}