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/*
 * Encog(tm) Core v3.4 - Java Version
 * http://www.heatonresearch.com/encog/
 * https://github.com/encog/encog-java-core
 
 * Copyright 2008-2017 Heaton Research, Inc.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 *   
 * For more information on Heaton Research copyrights, licenses 
 * and trademarks visit:
 * http://www.heatonresearch.com/copyright
 */
package org.encog.ml;

import org.encog.ml.data.MLData;

/**
 * This interface defines a MLMethod that is used for classification.  
 * Classification defines the output to be a class.  A MLMethod that uses 
 * classification is attempting to use the input to place items into 
 * classes.  It is assumed that an item will only be in one single class.  
 * If an item can be in multiple classes, one option is to create additional 
 * classes that represent the compound classes.
 *
 */
public interface MLClassification extends MLInputOutput {
	
	/**
	 * Classify the input into a group.
	 * @param input The input data to classify.
	 * @return The group that the data was classified into.
	 */
	int classify(MLData input);
}