/* * RapidMiner * * Copyright (C) 2001-2008 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.set; import com.rapidminer.example.Attribute; import com.rapidminer.example.AttributeTransformation; import com.rapidminer.example.AttributeTypeException; import com.rapidminer.example.table.NominalMapping; /** This transformation returns the remapped value. * * @author Ingo Mierswa * @version $Id: AttributeTransformationRemapping.java,v 1.4 2008/08/22 09:02:32 ingomierswa Exp $ */ public class AttributeTransformationRemapping implements AttributeTransformation { private NominalMapping overlayedMapping; public AttributeTransformationRemapping(NominalMapping overlayedMapping) { this.overlayedMapping = overlayedMapping; } public AttributeTransformationRemapping(AttributeTransformationRemapping other) { this.overlayedMapping = (NominalMapping)other.overlayedMapping.clone(); } public Object clone() { return new AttributeTransformationRemapping(this); } public void setNominalMapping(NominalMapping mapping) { this.overlayedMapping = mapping; } public double transform(Attribute attribute, double value) { if (Double.isNaN(value)) return value; if (attribute.isNominal()) { try { String nominalValue = attribute.getMapping().mapIndex((int)value); int index = overlayedMapping.getIndex(nominalValue); if (index < 0) { return value; } else { return index; } } catch (AttributeTypeException e) { return value; //throw new AttributeTypeException("Attribute '" + attribute.getName() + "': " + e.getMessage()); } } else { return value; } } public double inverseTransform(Attribute attribute, double value) { if (Double.isNaN(value)) return value; if (attribute.isNominal()) { try { String nominalValue = overlayedMapping.mapIndex((int)value); int newValue = attribute.getMapping().getIndex(nominalValue); if (newValue < 0) { return value; } else { return newValue; } } catch (AttributeTypeException e) { return value; //throw new AttributeTypeException("Attribute '" + attribute.getName() + "': " + e.getMessage()); } } else { return value; } } public boolean isReversable() { return true; } }