sklearn.neural_network

Class MLPRegressor

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<java.lang.String,java.lang.Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Regressor

sklearn.neural_network.MLPRegressor

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasNumberOfFeatures

public class MLPRegressor
extends Regressor

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class java.util.AbstractMap

java.util.AbstractMap.SimpleEntry<K,V>, java.util.AbstractMap.SimpleImmutableEntry<K,V>

Constructor Summary

Constructors

Constructor and Description
MLPRegressor(java.lang.String module, java.lang.String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.neural_network.NeuralNetwork	encodeModel(org.jpmml.converter.Schema schema)
java.lang.String	getActivation()
java.util.List<? extends HasArray>	getCoefs()
java.util.List<? extends HasArray>	getIntercepts()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Regressor

getMiningFunction, isSupervised

Methods inherited from class sklearn.Estimator

encodeModel, getDataType, getOpType

Methods inherited from class org.jpmml.sklearn.PyClassDict

getOption

Methods inherited from class net.razorvine.pickle.objects.ClassDict

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, containsKey, containsValue, entrySet, get, isEmpty, keySet, put, putAll, remove, size, values

Methods inherited from class java.util.AbstractMap

equals, hashCode, toString

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface java.util.Map

equals, hashCode

Constructor Detail

MLPRegressor

public MLPRegressor(java.lang.String module,
            java.lang.String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

encodeModel

public org.dmg.pmml.neural_network.NeuralNetwork encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getActivation

public java.lang.String getActivation()

getCoefs

public java.util.List<? extends HasArray> getCoefs()

getIntercepts

public java.util.List<? extends HasArray> getIntercepts()