/** * 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); } }