/**
* 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.jmysvm.svm;
import com.rapidminer.operator.OperatorException;
import com.rapidminer.operator.learner.functions.kernel.jmysvm.examples.SVMExample;
import com.rapidminer.operator.learner.functions.kernel.jmysvm.examples.SVMExamples;
import com.rapidminer.operator.learner.functions.kernel.jmysvm.kernel.Kernel;
/**
* The interface of all SVMs.
*
* @author Stefan Rueping, Ingo Mierswa
*/
public interface SVMInterface {
/** Initializes this SVM. */
public void init(Kernel kernel, SVMExamples examples);
/** Train this SVM. */
public void train() throws OperatorException;
/** Perform a prediction of label for all examples. */
public void predict(SVMExamples examples);
/** Perform a prediction of label for all examples. */
public double predict(SVMExample sVMExample);
/** Returns the weights of all features. */
public double[] getWeights();
/** Returns the value of b. */
public double getB();
}