/*
 * Copyright (C) 2008-2015 by Holger Arndt
 *
 * This file is part of the Java Data Mining Package (JDMP).
 * See the NOTICE file distributed with this work for additional
 * information regarding copyright ownership and licensing.
 *
 * JDMP is free software; you can redistribute it and/or modify
 * it under the terms of the GNU Lesser General Public License as
 * published by the Free Software Foundation; either version 2
 * of the License, or (at your option) any later version.
 *
 * JDMP 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 Lesser General Public License for more details.
 *
 * You should have received a copy of the GNU Lesser General Public
 * License along with JDMP; if not, write to the
 * Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
 * Boston, MA  02110-1301  USA
 */

package org.jdmp.core.sample;

import java.util.Collection;

import org.ujmp.core.Matrix;

public interface SampleFactory {

	public Sample labeledSample(String label);

	public Sample linkToMatrix(Matrix input);

	public Sample classificationSample(Matrix input, Matrix target);

	public Sample classificationSample(Matrix input, boolean target);

	public Sample classificationSample(Matrix input, int classId, int classCount);

	public Sample emptySample();

	public RelationalSample relationalSample(Collection items);

	public RelationalSample relationalSample(String label);

	public Sample clone(Sample s);
}