/**
* Copyright (C) 2001-2017 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.renderer.models;
import com.rapidminer.example.Attribute;
import com.rapidminer.example.Attributes;
import com.rapidminer.gui.renderer.AbstractTableModelTableRenderer;
import com.rapidminer.operator.IOContainer;
import com.rapidminer.operator.features.transformation.SVDModel;
import com.rapidminer.tools.Tools;
import javax.swing.table.AbstractTableModel;
import javax.swing.table.TableModel;
/**
* This is a renderer for showing a table of the Singular Value Vectors.
*
* @author Sebastian Land
*/
public class SVDModelVectorRenderer extends AbstractTableModelTableRenderer {
/**
* Wrapper class for wraping a {@link SVDModel} into a {@link TableModel}.
*
* @author Sebastian Land
*/
private class SVDVectorTableModel extends AbstractTableModel {
private static final long serialVersionUID = -9026248524043239399L;
private String[] attributeNames;
private SVDModel model;
private int numberOfComponents;
public SVDVectorTableModel(SVDModel model) {
Attributes attributes = model.getTrainingHeader().getAttributes();
attributeNames = new String[attributes.size()];
int i = 0;
for (Attribute attribute : attributes) {
attributeNames[i] = attribute.getName();
i++;
}
this.numberOfComponents = model.getNumberOfComponents();
this.model = model;
}
@Override
public int getColumnCount() {
return numberOfComponents;
}
@Override
public int getRowCount() {
return attributeNames.length;
}
@Override
public Object getValueAt(int rowIndex, int columnIndex) {
if (columnIndex == 0) {
return attributeNames[rowIndex];
} else {
return Tools.formatNumber(model.getSingularVectorValue(columnIndex - 1, rowIndex));
}
}
@Override
public String getColumnName(int column) {
if (column == 0) {
return "Attribute";
} else {
return "SVD Vector " + column;
}
}
}
@Override
public String getName() {
return "SVD Vectors";
}
@Override
public TableModel getTableModel(Object renderable, IOContainer ioContainer, boolean isReporting) {
SVDModel model = (SVDModel) renderable;
return new SVDVectorTableModel(model);
}
}