/** * 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.generator; import com.rapidminer.tools.LogService; import java.util.logging.Level; /** * This class has one numerical input attribute and one output attribute. Depending on the mode * specified in the constructor the result will be the exponential or the logarithm function of the * input attribute. * * @author Ingo Mierswa ingomierswa Exp $ */ public class ExponentialFunctionGenerator extends SingularNumericalGenerator { public static final int EXP = 0; public static final int LOG = 1; private static final String[] FUNCTION_NAMES = { "exp", "log" }; private int mode; public ExponentialFunctionGenerator(int mode) { this.mode = mode; } public ExponentialFunctionGenerator() {} @Override public FeatureGenerator newInstance() { return new ExponentialFunctionGenerator(mode); } @Override public double calculateValue(double value) { double r = 0; switch (mode) { case EXP: r = Math.exp(value); break; case LOG: r = Math.log(value); break; } return r; } @Override public void setFunction(String name) { for (int i = 0; i < FUNCTION_NAMES.length; i++) { if (FUNCTION_NAMES[i].equals(name)) { this.mode = i; return; } } // LogService.getGlobal().log("Illegal function name '" + name + "' for " + // getClass().getName() + ".", LogService.ERROR); LogService.getRoot().log(Level.SEVERE, "com.rapidminer.generator.ExponentialFunctionGenerator.illegal_function_name", new Object[] { name, getClass().getName() }); } @Override public String getFunction() { return FUNCTION_NAMES[mode]; } @Override public boolean equals(Object o) { return (super.equals(o) && (this.mode == ((ExponentialFunctionGenerator) o).mode)); } @Override public int hashCode() { return super.hashCode() ^ Integer.valueOf(mode).hashCode(); } }