lightgbm.sklearn

Class LGBMClassifier

java.lang.Object

java.util.AbstractMap<K,V>

java.util.HashMap<String,Object>

net.razorvine.pickle.objects.ClassDict

org.jpmml.sklearn.PyClassDict

sklearn.Estimator

sklearn.Classifier

sklearn.LabelEncoderClassifier

lightgbm.sklearn.LGBMClassifier

All Implemented Interfaces:

Serializable, Cloneable, Map<String,Object>, HasBooster, org.jpmml.converter.HasOptions, org.jpmml.lightgbm.HasLightGBMOptions, HasClasses, HasNumberOfFeatures

public class LGBMClassifier
extends LabelEncoderClassifier
implements HasBooster, org.jpmml.lightgbm.HasLightGBMOptions

See Also:

Serialized Form

Nested Class Summary

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

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

Nested classes/interfaces inherited from interface java.util.Map

Map.Entry<K,V>

Field Summary

Fields inherited from interface org.jpmml.lightgbm.HasLightGBMOptions

OPTION_COMPACT, OPTION_NUM_ITERATION

Constructor Summary

Constructors

Constructor and Description
LGBMClassifier(String module, String name)

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.mining.MiningModel	encodeModel(org.jpmml.converter.Schema schema)
Booster	getBooster()
int	getNumberOfFeatures()

Methods inherited from class sklearn.LabelEncoderClassifier

getClasses, getLabelEncoder

Methods inherited from class sklearn.Classifier

getMiningFunction, hasProbabilityDistribution, isSupervised

Methods inherited from class sklearn.Estimator

getDataType, getOption, getOpType, getSkLearnVersion

Methods inherited from class org.jpmml.sklearn.PyClassDict

get, getArray, getArray, getArrayShape, getArrayShape, getList, getList, getScalar, getTupleList

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

__setstate__, getClassName

Methods inherited from class java.util.HashMap

clear, clone, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, forEach, get, getOrDefault, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, 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

LGBMClassifier

public LGBMClassifier(String module,
                      String name)

Method Detail

getNumberOfFeatures

public int getNumberOfFeatures()

Specified by:

getNumberOfFeatures in interface HasNumberOfFeatures

Overrides:

getNumberOfFeatures in class Estimator

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