/*
* 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.
*/
/*
* Copyright (C) 2002 University of Waikato
*/
package weka.filters.unsupervised.attribute;
import weka.core.Attribute;
import weka.core.Instances;
import weka.core.TestInstances;
import weka.filters.AbstractFilterTest;
import weka.filters.Filter;
import junit.framework.Test;
import junit.framework.TestSuite;
/**
* Tests StringToNominal. Run from the command line with:<p>
* java weka.filters.unsupervised.attribute.StringToNominalTest
*
* @author <a href="mailto:len@reeltwo.com">Len Trigg</a>
* @version $Revision: 4714 $
*/
public class StringToNominalTest extends AbstractFilterTest {
public StringToNominalTest(String name) { super(name); }
/** Creates an example StringToNominal */
public Filter getFilter() {
StringToNominal f = new StringToNominal();
f.setAttributeRange("1");
return f;
}
/**
* returns data generated for the FilteredClassifier test
*
* @return the dataset for the FilteredClassifier
* @throws Exception if generation of data fails
*/
protected Instances getFilteredClassifierData() throws Exception{
TestInstances test;
Instances result;
test = TestInstances.forCapabilities(m_FilteredClassifier.getCapabilities());
test.setNumRelational(0);
test.setClassIndex(TestInstances.CLASS_IS_LAST);
result = test.generate();
return result;
}
public void testTypical() {
Instances result = useFilter();
// Number of attributes and instances shouldn't change
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(m_Instances.numInstances(), result.numInstances());
assertEquals("Attribute type should now be NOMINAL",
Attribute.NOMINAL, result.attribute(0).type());
assertEquals(14, result.attribute(0).numValues());
}
public void testMissing() {
((StringToNominal)m_Filter).setAttributeRange("4");
Instances result = useFilter();
// Number of attributes and instances shouldn't change
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(m_Instances.numInstances(), result.numInstances());
assertEquals("Attribute type should now be NOMINAL",
Attribute.NOMINAL, result.attribute(3).type());
assertEquals(8, result.attribute(3).numValues());
for (int i = 0; i < result.numInstances(); i++) {
assertTrue("Missing values should be preserved",
m_Instances.instance(i).isMissing(3) ==
result.instance(i).isMissing(3));
}
}
public void testRange() {
((StringToNominal)m_Filter).setAttributeRange("first-last");
Instances result = useFilter();
// Number of attributes and instances shouldn't change
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(m_Instances.numInstances(), result.numInstances());
assertEquals("Attribute type should now be NOMINAL",
Attribute.NOMINAL, result.attribute(0).type());
assertEquals("Attribute type should still be NOMINAL",
Attribute.NOMINAL, result.attribute(1).type());
assertEquals("Attribute type should still be NUMERIC",
Attribute.NUMERIC, result.attribute(2).type());
assertEquals("Attribute type should now be NOMINAL",
Attribute.NOMINAL, result.attribute(3).type());
assertEquals("Attribute type should still be NOMINAL",
Attribute.NOMINAL, result.attribute(4).type());
assertEquals("Attribute type should still be NUMERIC",
Attribute.NUMERIC, result.attribute(5).type());
assertEquals("Attribute type should still be DATE",
Attribute.DATE, result.attribute(6).type());
assertEquals(14, result.attribute(0).numValues());
assertEquals(8, result.attribute(3).numValues());
for (int i = 0; i < result.numInstances(); i++) {
assertTrue("Missing values should be preserved",
m_Instances.instance(i).isMissing(3) ==
result.instance(i).isMissing(3));
}
}
/**
* tests the filter in conjunction with the FilteredClassifier
*/
public void testFilteredClassifier() {
try {
Instances data = getFilteredClassifierData();
for (int i = 0; i < data.numAttributes(); i++) {
if (data.classIndex() == i)
continue;
if (data.attribute(i).isString()) {
((StringToNominal) m_FilteredClassifier.getFilter()).setAttributeRange(
"" + (i + 1));
break;
}
}
}
catch (Exception e) {
fail("Problem setting up test for FilteredClassifier: " + e.toString());
}
super.testFilteredClassifier();
}
public static Test suite() {
return new TestSuite(StringToNominalTest.class);
}
public static void main(String[] args){
junit.textui.TestRunner.run(suite());
}
}