/*
* 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) 2008 University of Waikato
*/
package weka.filters.unsupervised.instance;
import weka.core.Attribute;
import weka.core.Instances;
import weka.filters.AbstractFilterTest;
import weka.filters.Filter;
import junit.framework.Test;
import junit.framework.TestSuite;
import junit.textui.TestRunner;
/**
* Tests SubsetByExpression. Run from the command line with: <p/>
* java weka.filters.unsupervised.instance.SubsetByExpressionTest
*
* @author FracPete (fracpete at waikato dot ac dot nz)
* @version $Revision: 1.1 $
*/
public class SubsetByExpressionTest
extends AbstractFilterTest {
/**
* Setup the test.
*
* @param name the name of the test
*/
public SubsetByExpressionTest(String name) {
super(name);
}
/**
* Called by JUnit before each test method.
* <p/>
* Removes all the string attributes and sets the first attribute as class
* attribute.
*
* @throws Exception if an error occurs reading the example instances.
*/
protected void setUp() throws Exception {
super.setUp();
m_Instances.deleteAttributeType(Attribute.STRING);
m_Instances.setClassIndex(0);
}
/**
* Creates a default SubsetByExpression filter.
*
* @return the filter
*/
public Filter getFilter() {
return new SubsetByExpression();
}
/**
* Creates a SubsetByExpression filter with the given expression.
*
* @param expr the expression to use
* @return the filter
*/
public Filter getFilter(String expr) {
SubsetByExpression result = new SubsetByExpression();
result.setExpression(expr);
return result;
}
/**
* Tests the "ismissing" functionality.
*/
public void testIsmissing() {
m_Filter = getFilter("ismissing(ATT3)");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(3, result.numInstances());
}
/**
* Tests the "not ismissing" functionality.
*/
public void testNotIsmissing() {
m_Filter = getFilter("not ismissing(ATT3)");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(m_Instances.numInstances() - 3, result.numInstances());
}
/**
* Tests the "CLASS" shortcut with 'is'.
*/
public void testClassIs() {
m_Filter = getFilter("CLASS is 'g'");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(3, result.numInstances());
}
/**
* Tests the "CLASS" shortcut with 'is' over all class labels, using ' or '.
*/
public void testClassIs2() {
m_Filter = getFilter("(CLASS is 'r') or (CLASS is 'g') or (CLASS is 'b')");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(m_Instances.numInstances(), result.numInstances());
}
/**
* Tests the "ATT1" shortcut with 'is'.
*/
public void testAttIs() {
m_Filter = getFilter("ATT1 is 'r'");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(12, result.numInstances());
}
/**
* Tests the ">" functionality.
*/
public void testGreater() {
m_Filter = getFilter("ATT2 > 4");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(13, result.numInstances());
}
/**
* Tests the "<" functionality.
*/
public void testLess() {
m_Filter = getFilter("ATT2 < 4");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(7, result.numInstances());
}
/**
* Tests the ">=" functionality.
*/
public void testGreaterOrEqual() {
m_Filter = getFilter("ATT2 >= 4");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(14, result.numInstances());
}
/**
* Tests the "<=" functionality.
*/
public void testLessOrEqual() {
m_Filter = getFilter("ATT2 <= 4");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(8, result.numInstances());
}
/**
* Tests the "=" functionality.
*/
public void testEqual() {
m_Filter = getFilter("ATT2 = 4");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(1, result.numInstances());
}
/**
* Tests the "ATT1" shortcut with 'is' and restricting it via ' and '.
*/
public void testAnd() {
m_Filter = getFilter("(ATT1 is 'r') and (ATT2 <= 5)");
Instances result = useFilter();
assertEquals(m_Instances.numAttributes(), result.numAttributes());
assertEquals(6, result.numInstances());
}
/**
* Returns a test suite.
*
* @return test suite
*/
public static Test suite() {
return new TestSuite(SubsetByExpressionTest.class);
}
/**
* Runs the test from command-line.
*
* @param args ignored
*/
public static void main(String[] args){
TestRunner.run(suite());
}
}