/*
* RapidMiner
*
* Copyright (C) 2001-2014 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.com
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU Affero General Public License as published by
* the Free Software Foundation, either version 3 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 Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License
* along with this program. If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.gui.viewer;
import javax.swing.table.AbstractTableModel;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.Example;
import com.rapidminer.example.ExampleSet;
import com.rapidminer.tools.math.similarity.DistanceMeasure;
/**
* The table model for the similarity visualization.
*
* @author Ingo Mierswa
*/
public class SimilarityTableModel extends AbstractTableModel {
private static final long serialVersionUID = 7451178433975831387L;
private static final int COLUMN_FIRST = 0;
private static final int COLUMN_SECOND = 1;
private static final int COLUMN_SIMILARITY = 2;
private DistanceMeasure similarity;
private ExampleSet exampleSet;
private Attribute idAttribute;
public SimilarityTableModel(DistanceMeasure similarity, ExampleSet exampleSet) {
this.similarity = similarity;
this.exampleSet = exampleSet;
this.idAttribute = exampleSet.getAttributes().getId();
}
@Override
public String getColumnName(int column) {
switch(column) {
case 0:
return "First";
case 1:
return "Second";
case 2:
if (similarity.isDistance()) {
return "Distance";
}else {
return "Similarity";
}
}
return "";
}
@Override
public Class<?> getColumnClass(int column) {
if (column == COLUMN_SIMILARITY) {
return Double.class;
} else {
return String.class;
}
}
public int getColumnCount() {
return 3;
}
public int getRowCount() {
int n = exampleSet.size();
return ((n - 1)* n) / 2;
}
public Object getValueAt(int rowIndex, int columnIndex) {
int[] actualRows = getActualRows(rowIndex);
Example first = exampleSet.getExample(actualRows[0]);
Example second = exampleSet.getExample(actualRows[1]);
switch (columnIndex) {
case COLUMN_FIRST:
return first.getValueAsString(idAttribute);
case COLUMN_SECOND:
return second.getValueAsString(idAttribute);
case COLUMN_SIMILARITY:
if (similarity.isDistance())
return Double.valueOf(this.similarity.calculateDistance(first, second));
else
return Double.valueOf(this.similarity.calculateSimilarity(first, second));
default:
// cannot happen
return "?";
}
}
private int[] getActualRows(int rowIndex) {
int sum = 0;
int currentLength = exampleSet.size() - 1;
int result = 0;
while ((sum + currentLength) <= rowIndex) {
sum += currentLength;
currentLength--;
result++;
}
return new int[] { result, exampleSet.size() - (sum + currentLength - rowIndex) };
}
}