/*
* This program is free software; you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation; either version 2 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program; if not, write to the Free Software
* Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
*/
/*
* MultiClassTransformation.java
* Copyright (C) 2009-2010 Aristotle University of Thessaloniki, Thessaloniki, Greece
*/
package mulan.transformations.multiclass;
import mulan.data.MultiLabelInstances;
import weka.core.Instances;
/**
* The interface for single-label multi-class transformations.
*
* @author Stavros
*/
public interface MultiClassTransformation {
/**
* Transforms a multi-label dataset to a multi-class single label dataset
*
* @param dataSet a multi-label dataset
* @return a single-label multi-class dataset
* @throws java.lang.Exception
*/
public Instances transformInstances(MultiLabelInstances dataSet) throws Exception;
}