/* * RapidMiner * * Copyright (C) 2001-2011 by Rapid-I and the contributors * * Complete list of developers available at our web site: * * http://rapid-i.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); } public boolean isNominal() { return true; } public boolean isNumerical() { return false; } /** * Returns a string representation and maps the value to a string if type is * nominal. The number of digits is ignored. */ 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 "?"; } } } }