/**
* 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.local;
import com.rapidminer.parameter.ParameterHandler;
import com.rapidminer.parameter.ParameterType;
import com.rapidminer.parameter.UndefinedParameterError;
import com.rapidminer.tools.container.Tupel;
import com.rapidminer.tools.math.container.GeometricDataCollection;
import java.io.Serializable;
import java.util.Collection;
import java.util.List;
/**
* This interface provides methods to construct a neighborhood from a specified geometric data
* collection. The center of neighborhood is specified to.
*
* Additionally, each subclass implementing Neighboorhood must be able to init themself from the
* parameter they specify in their getParameterTypes method.
*
* @author Sebastian Land
*
*/
public interface Neighborhood extends Serializable {
public <T extends Serializable> Collection<Tupel<Double, T>> getNeighbourhood(GeometricDataCollection<T> samples,
double[] probePoint);
public void init(ParameterHandler handler) throws UndefinedParameterError;
public List<ParameterType> getParameterTypes(ParameterHandler handler);
}