org.jpmml.converter.neural_network

Class NeuralNetworkUtil

java.lang.Object

org.jpmml.converter.neural_network.NeuralNetworkUtil

public class NeuralNetworkUtil
extends Object

Method Summary

Modifier and Type	Method and Description
static List<org.dmg.pmml.neural_network.NeuralLayer>	createBinaryLogisticTransformation(org.dmg.pmml.neural_network.NeuralEntity entity)
static org.dmg.pmml.neural_network.NeuralOutputs	createClassificationNeuralOutputs(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities, CategoricalLabel categoricalLabel)
static org.dmg.pmml.neural_network.NeuralInputs	createNeuralInputs(List<? extends Feature> features, org.dmg.pmml.DataType dataType)
static org.dmg.pmml.neural_network.Neuron	createNeuron(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities, List<? extends Number> weights, Number bias)
static org.dmg.pmml.neural_network.NeuralOutputs	createRegressionNeuralOutputs(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities, Label label)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Detail

createNeuralInputs

public static org.dmg.pmml.neural_network.NeuralInputs createNeuralInputs(List<? extends Feature> features,
                                                                          org.dmg.pmml.DataType dataType)

createNeuron

public static org.dmg.pmml.neural_network.Neuron createNeuron(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities,
                                                              List<? extends Number> weights,
                                                              Number bias)

createBinaryLogisticTransformation

public static List<org.dmg.pmml.neural_network.NeuralLayer> createBinaryLogisticTransformation(org.dmg.pmml.neural_network.NeuralEntity entity)

createRegressionNeuralOutputs

public static org.dmg.pmml.neural_network.NeuralOutputs createRegressionNeuralOutputs(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities,
                                                                                      Label label)

createClassificationNeuralOutputs

public static org.dmg.pmml.neural_network.NeuralOutputs createClassificationNeuralOutputs(List<? extends org.dmg.pmml.neural_network.NeuralEntity> entities,
                                                                                          CategoricalLabel categoricalLabel)