/*
* RapidMiner
*
* Copyright (C) 2001-2014 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.operator.generator;
/**
* The label is att1*att2*att3 + att1*att2 + att2*att2.
*
* @author Ingo Mierswa
*/
public class NonLinearFunction extends RegressionFunction {
public double calculate(double[] att) throws FunctionException {
if (att.length < 3)
throw new FunctionException("Non linear function", "needs at least 3 attributes!");
return (att[0] * att[1] * att[2] + att[0] * att[1] + att[1] * att[1]);
}
@Override
public int getMinNumberOfAttributes() {
return 3;
}
}