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JPMML class model

There is a newer version: 1.6.6

/*
 * Copyright (c) 2020 Villu Ruusmann
 */
package org.dmg.pmml.neural_network;

import org.dmg.pmml.PMMLObject;

public interface HasActivationFunction> {

	default
	NeuralNetwork.ActivationFunction getActivationFunction(NeuralNetwork.ActivationFunction defaultActivationFunction){
		NeuralNetwork.ActivationFunction activationFunction = getActivationFunction();

		if(activationFunction == null){
			return defaultActivationFunction;
		}

		return activationFunction;
	}

	NeuralNetwork.ActivationFunction getActivationFunction();

	E setActivationFunction(NeuralNetwork.ActivationFunction activationFunction);

	default
	Number getThreshold(Number defaultThreshold){
		Number threshold = getThreshold();

		if(threshold == null){
			return defaultThreshold;
		}

		return threshold;
	}

	/**
	 * @see NeuralNetwork.ActivationFunction#THRESHOLD
	 */
	Number getThreshold();

	E setThreshold(Number threshold);

	default
	Number getLeakage(Number defaultLeakage){
		Number leakage = getLeakage();

		if(leakage == null){
			return defaultLeakage;
		}

		return leakage;
	}

	/**
	 * @see NeuralNetwork.ActivationFunction#RECTIFIER
	 */
	Number getLeakage();

	E setLeakage(Number leakage);

	default
	Number getWidth(Number defaultWidth){
		Number width = getWidth();

		if(width == null){
			return defaultWidth;
		}

		return width;
	}

	/**
	 * @see NeuralNetwork.ActivationFunction#RADIAL_BASIS
	 */
	Number getWidth();

	E setWidth(Number width);

	default
	Number getAltitude(Number defaultAltitude){
		Number altitude = getAltitude();

		if(altitude == null){
			return defaultAltitude;
		}

		return altitude;
	}

	/**
	 * @see NeuralNetwork.ActivationFunction#RADIAL_BASIS
	 */
	Number getAltitude();

	E setAltitude(Number altitude);
}