ErrorCalculationMode.java

/*
 * Encog(tm) Core v3.4 - Java Version
 * http://www.heatonresearch.com/encog/
 * https://github.com/encog/encog-java-core
 
 * Copyright 2008-2016 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.mathutil.error;

/**
 * Selects the error calculation mode for Encog.
 */
public enum ErrorCalculationMode {
	/**
	 * Root mean square error.
	 */
	RMS,

	/**
	 * Mean square error.
	 */
	MSE,
	
	/**
	 * Sum of Squares error.
	 */
	ESS,
	/**
	 * Log loss (one-hot encoding/one-of-n encoding) Use for neural networks.
	 */
	HOT_LOGLOSS,
	/**
	 * Log loss (one-hot encoding/one-of-n encoding) Use for models other than neural networks.
	 */
	LOGLOSS,
	NRMSE_MEAN,
	NRMSE_RANGE

}