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>, 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() The data type of active fields.
LabelEncoder	getLabelEncoder()
int	getNumberOfFeatures()
boolean	requiresContinuousInput()

Methods inherited from class sklearn.Classifier

createSchema, hasProbabilityDistribution

Methods inherited from class sklearn.Estimator

createActiveFields, createTargetField, encodeDefineFunctions, 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()

Overrides:

getNumberOfFeatures in class Estimator

requiresContinuousInput

public boolean requiresContinuousInput()

Overrides:

requiresContinuousInput in class Estimator

getDataType

public org.dmg.pmml.DataType getDataType()

Description copied from class: Estimator

The data type of active fields.

Overrides:

getDataType in class Estimator

getClasses

public List<?> getClasses()

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()