/*
* 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.operator.learner.functions.kernel.gaussianprocess;
/**
* Defines the interface for the various RVM-implementations
*
* @author Piotr Kasprzak
* @version $Id: GPBase.java,v 1.3 2008/05/09 19:23:17 ingomierswa Exp $
*/
abstract public class GPBase {
protected Problem problem; // The problem to be learned
protected Parameter parameter; // Various parameters influencing the learning process
protected Model model = null; // The learned model
/** Constructor */
public GPBase(Problem problem, Parameter parameter) {
this.problem = problem;
this.parameter = parameter;
}
/** Does the hard work of learning the model from the inputs */
abstract public Model learn() throws Exception;
/** Get the learned model */
public Model getModel() {
return model;
}
}