/**
 * Copyright (c) 2011, The University of Southampton and the individual contributors.
 * All rights reserved.
 *
 * Redistribution and use in source and binary forms, with or without modification,
 * are permitted provided that the following conditions are met:
 *
 *   * 	Redistributions of source code must retain the above copyright notice,
 * 	this list of conditions and the following disclaimer.
 *
 *   *	Redistributions in binary form must reproduce the above copyright notice,
 * 	this list of conditions and the following disclaimer in the documentation
 * 	and/or other materials provided with the distribution.
 *
 *   *	Neither the name of the University of Southampton nor the names of its
 * 	contributors may be used to endorse or promote products derived from this
 * 	software without specific prior written permission.
 *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
 * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR
 * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
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 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 */
package org.openimaj.ml.clustering.spectral;

import org.openimaj.ml.clustering.SpatialClusterer;
import org.openimaj.ml.clustering.SpatialClusters;

/**
 * @author Sina Samangooei (ss@ecs.soton.ac.uk)
 * 
 * Provides similar configuration to {@link SpectralClusteringConf} along with a lambda 
 * which acts as the co-regularisation parameter
 *
 * @param <DATATYPE>
 */
public class MultiviewSpectralClusteringConf<DATATYPE> extends SpectralClusteringConf<DATATYPE>{

	/**
	 * regularisation parameter
	 */
	public double lambda;
	
	/**
	 * when to stop iterating
	 */
	public StoppingCondition stop;

	/**
	 * @param lambda coregularisaton parameter
	 * @param internal
	 * @param laplacian
	 */
	public MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>, DATATYPE> internal,GraphLaplacian laplacian) {
		super(internal, laplacian);
		this.lambda = lambda;
	}

	/**
	 * @param lambda coregularisaton parameter
	 * @param internal
	 * @param eigK
	 */
	public MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>, DATATYPE> internal,int eigK) {
		super(internal, eigK);
		this.lambda = lambda;
	}

	/**
	 * @param lambda coregularisaton parameter
	 * @param internal
	 */
	public MultiviewSpectralClusteringConf(double lambda, SpatialClusterer<? extends SpatialClusters<DATATYPE>, DATATYPE> internal) {
		super(internal);
		this.lambda = lambda;
	}


}
