sklearn.ensemble.gradient_boosting

Class GradientBoostingClassifier

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.Classifier

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.util.Map<java.lang.String,java.lang.Object>, HasOptions, HasClasses, HasEstimatorEnsemble<DecisionTreeRegressor>, HasNumberOfFeatures, HasTreeOptions

public class GradientBoostingClassifier
extends Classifier
implements HasEstimatorEnsemble<DecisionTreeRegressor>, HasTreeOptions

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>

Field Summary

Fields inherited from interface sklearn.tree.HasTreeOptions

OPTION_COMPACT, OPTION_FLAT

Constructor Summary

Constructors

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

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
org.dmg.pmml.DataType	getDataType()
java.util.List<? extends DecisionTreeRegressor>	getEstimators()
HasPriorProbability	getInit()
java.lang.Number	getLearningRate()
LossFunction	getLoss()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Classifier

getClasses, getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

encodeModel, 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

GradientBoostingClassifier

public GradientBoostingClassifier(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

getDataType

public org.dmg.pmml.DataType getDataType()

Overrides:

getDataType in class Estimator

encodeModel

public org.dmg.pmml.mining.MiningModel encodeModel(org.jpmml.converter.Schema schema)

Specified by:

encodeModel in class Estimator

getLoss

public LossFunction getLoss()

getInit

public HasPriorProbability getInit()

getLearningRate

public java.lang.Number getLearningRate()

getEstimators

public java.util.List<? extends DecisionTreeRegressor> getEstimators()

Specified by:

getEstimators in interface HasEstimatorEnsemble<DecisionTreeRegressor>