/**
* 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.operator.learner.functions.kernel.gaussianprocess;
import com.rapidminer.operator.Operator;
import com.rapidminer.operator.ProcessStoppedException;
/**
* Defines the interface for the various RVM-implementations
*
* @author Piotr Kasprzak
*/
abstract public class GPBase {
protected Problem problem; // The problem to be learned
protected Parameter parameter; // Various parameters influencing the learning process
private Operator operator; // The base operator running this.
protected Model model = null; // The learned model
/** Constructor */
public GPBase(Problem problem, Parameter parameter, Operator operator) {
this.problem = problem;
this.parameter = parameter;
this.operator = operator;
}
/** 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;
}
public void checkForStop() throws ProcessStoppedException {
operator.checkForStop();
}
}