Package sklearn.neural_network

Class MultilayerPerceptronUtil

java.lang.Object

sklearn.neural_network.MultilayerPerceptronUtil

public class MultilayerPerceptronUtil
extends Object

Method Summary

Modifier and Type	Method	Description
static List<org.dmg.pmml.neural_network.NeuralLayer>	encodeNeuralLayers(org.dmg.pmml.neural_network.NeuralInputs neuralInputs, int numberOfLayers, List<? extends org.jpmml.python.HasArray> coefs, List<? extends org.jpmml.python.HasArray> intercepts)
static List<org.dmg.pmml.neural_network.NeuralLayer>	encodeNeuralLayers(org.dmg.pmml.neural_network.NeuralInputs neuralInputs, List<? extends org.jpmml.python.HasArray> coefs, List<? extends org.jpmml.python.HasArray> intercepts)
static org.dmg.pmml.neural_network.NeuralNetwork	encodeNeuralNetwork(org.dmg.pmml.MiningFunction miningFunction, String activation, List<? extends org.jpmml.python.HasArray> coefs, List<? extends org.jpmml.python.HasArray> intercepts, org.jpmml.converter.Schema schema)
static org.dmg.pmml.neural_network.NeuralOutputs	encodeNeuralOutputs(org.dmg.pmml.MiningFunction miningFunction, List<org.dmg.pmml.neural_network.NeuralLayer> neuralLayers, org.jpmml.converter.Label label)
static int	getNumberOfFeatures(List<? extends org.jpmml.python.HasArray> coefs)
static org.dmg.pmml.neural_network.NeuralNetwork.ActivationFunction	parseActivationFunction(String activation)

Methods inherited from class java.lang.Object

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

Method Detail

getNumberOfFeatures

public static int getNumberOfFeatures(List<? extends org.jpmml.python.HasArray> coefs)

encodeNeuralNetwork

public static org.dmg.pmml.neural_network.NeuralNetwork encodeNeuralNetwork(org.dmg.pmml.MiningFunction miningFunction,
                                                                            String activation,
                                                                            List<? extends org.jpmml.python.HasArray> coefs,
                                                                            List<? extends org.jpmml.python.HasArray> intercepts,
                                                                            org.jpmml.converter.Schema schema)

encodeNeuralLayers

public static List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers(org.dmg.pmml.neural_network.NeuralInputs neuralInputs,
                                                                               List<? extends org.jpmml.python.HasArray> coefs,
                                                                               List<? extends org.jpmml.python.HasArray> intercepts)

encodeNeuralLayers

public static List<org.dmg.pmml.neural_network.NeuralLayer> encodeNeuralLayers(org.dmg.pmml.neural_network.NeuralInputs neuralInputs,
                                                                               int numberOfLayers,
                                                                               List<? extends org.jpmml.python.HasArray> coefs,
                                                                               List<? extends org.jpmml.python.HasArray> intercepts)

encodeNeuralOutputs

public static org.dmg.pmml.neural_network.NeuralOutputs encodeNeuralOutputs(org.dmg.pmml.MiningFunction miningFunction,
                                                                            List<org.dmg.pmml.neural_network.NeuralLayer> neuralLayers,
                                                                            org.jpmml.converter.Label label)

parseActivationFunction

public static org.dmg.pmml.neural_network.NeuralNetwork.ActivationFunction parseActivationFunction(String activation)