/** * 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.example.table; import com.rapidminer.example.NominalStatistics; import com.rapidminer.example.UnknownStatistics; import com.rapidminer.tools.Tools; /** * This class holds all information on a single nominal attribute. In addition to the generic * attribute fields this class keeps information about the nominal values and the value to index * mappings. If one of the methods designed for numerical attributes was invoked a RuntimeException * will be thrown. * * It will be guaranteed that all values are mapped to indices without any missing values. This * could, however, be changed in future versions thus operators should not rely on this fact. * * @author Ingo Mierswa Exp $ */ public abstract class NominalAttribute extends AbstractAttribute { private static final long serialVersionUID = -3830980883541763869L; protected NominalAttribute(String name, int valueType) { super(name, valueType); registerStatistics(new NominalStatistics()); registerStatistics(new UnknownStatistics()); } protected NominalAttribute(NominalAttribute other) { super(other); } @Override public boolean isNominal() { return true; } @Override public boolean isNumerical() { return false; } /** * Convert negative values directly to missing value ({@link Double#NaN}). */ @Override public void setValue(DataRow row, double value) { if (value < 0) { value = Double.NaN; } super.setValue(row, value); } /** * Returns a string representation and maps the value to a string if type is nominal. The number * of digits is ignored. */ @Override public String getAsString(double value, int digits, boolean quoteNominal) { if (Double.isNaN(value)) { return "?"; } else { try { String result = getMapping().mapIndex((int) value); if (quoteNominal) { result = Tools.escape(result); result = "\"" + result + "\""; } return result; } catch (Throwable e) { return "?"; } } } }