/**
* 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.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 an renderer for {@link SVDModel}s. It shows the Singular Values in a table view.
*
* @author Sebastian Land
*/
public class SVDModelValueRenderer extends AbstractTableModelTableRenderer {
private class SVDModelValueTableModel extends AbstractTableModel {
private static final long serialVersionUID = -9026248524043239399L;
private SVDModel model;
public SVDModelValueTableModel(SVDModel model) {
this.model = model;
}
@Override
public int getColumnCount() {
return 5;
}
@Override
public int getRowCount() {
return model.getNumberOfComponents();
}
@Override
public Object getValueAt(int rowIndex, int columnIndex) {
switch (columnIndex) {
case 0:
return "SVD " + (rowIndex + 1);
case 1:
return Tools.formatNumber(model.getSingularValue(rowIndex));
case 2:
return Tools.formatNumber(model.getSingularValueProportion(rowIndex));
case 3:
return Tools.formatNumber(model.getCumulativeSingularValue(rowIndex));
case 4:
return Tools.formatNumber(model.getCumulativeSingularValueProportion(rowIndex));
default:
return "unknown";
}
}
@Override
public String getColumnName(int column) {
switch (column) {
case 0:
return "Component";
case 1:
return "Singular Value";
case 2:
return "Proportion of Singular Values";
case 3:
return "Cumulative Singular Values";
case 4:
return "Cumulative Proportion of Singular Values";
default:
return "unknown";
}
}
}
@Override
public String getName() {
return "Eigenvalues";
}
@Override
public TableModel getTableModel(Object renderable, IOContainer ioContainer, boolean isReporting) {
SVDModel model = (SVDModel) renderable;
return new SVDModelValueTableModel(model);
}
}