xgboost.sklearn

Class XGBClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

sklearn.BaseEstimator

sklearn.Estimator

sklearn.Classifier

xgboost.sklearn.XGBClassifier

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasClasses, HasNumberOfFeatures, HasBooster

public class XGBClassifier
extends Classifier
implements HasBooster

See Also:

Serialized Form

Nested Class Summary

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

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

Constructor Summary

Constructors

Constructor and Description
XGBClassifier(String module, String name)

Method Summary

Methods

Modifier and Type	Method and Description
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
Booster	getBooster()
List<?>	getClasses()
org.dmg.pmml.DataType	getDataType()
LabelEncoder	getLabelEncoder()
int	getNumberOfFeatures()

Methods inherited from class sklearn.Classifier

getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

encodeModel, getOpType

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

XGBClassifier

public XGBClassifier(String module,
             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

getClasses

public List<?> getClasses()

Specified by:

getClasses in interface HasClasses

Overrides:

getClasses in class Classifier

encodeModel

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

Specified by:

encodeModel in class Estimator

getBooster

public Booster getBooster()

Specified by:

getBooster in interface HasBooster

getLabelEncoder

public LabelEncoder getLabelEncoder()