org.jpmml.lightgbm

Class GBDT

java.lang.Object

org.jpmml.lightgbm.GBDT

public class GBDT
extends Object

Constructor Summary

Constructors

Constructor and Description
GBDT()

Method Summary

Modifier and Type	Method and Description
org.dmg.pmml.mining.MiningModel	configureModel(Map<String,?> options, org.dmg.pmml.mining.MiningModel miningModel)
org.jpmml.converter.Schema	configureSchema(Map<String,?> options, org.jpmml.converter.Schema schema)
org.dmg.pmml.mining.MiningModel	encodeModel(Integer numIterations, org.jpmml.converter.Schema schema)
org.dmg.pmml.mining.MiningModel	encodeModel(Map<String,?> options, org.jpmml.converter.Schema schema)
org.dmg.pmml.PMML	encodePMML(Map<String,?> options, String targetName, List<String> targetCategories)
org.jpmml.converter.Schema	encodeSchema(String targetName, List<String> targetCategories, org.jpmml.converter.ModelEncoder encoder)
String[]	getFeatureInfos()
String[]	getFeatureNames()
ObjectiveFunction	getObjectiveFunction()
void	load(List<Section> sections)
void	setObjectiveFunction(ObjectiveFunction object_function_)
org.jpmml.converter.Schema	toLightGBMSchema(org.jpmml.converter.Schema schema)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GBDT

public GBDT()

Method Detail

load

public void load(List<Section> sections)

encodeSchema

public org.jpmml.converter.Schema encodeSchema(String targetName,
                                               List<String> targetCategories,
                                               org.jpmml.converter.ModelEncoder encoder)

toLightGBMSchema

public org.jpmml.converter.Schema toLightGBMSchema(org.jpmml.converter.Schema schema)

encodePMML

public org.dmg.pmml.PMML encodePMML(Map<String,?> options,
                                    String targetName,
                                    List<String> targetCategories)

encodeModel

public org.dmg.pmml.mining.MiningModel encodeModel(Map<String,?> options,
                                                   org.jpmml.converter.Schema schema)

encodeModel

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

configureSchema

public org.jpmml.converter.Schema configureSchema(Map<String,?> options,
                                                  org.jpmml.converter.Schema schema)

configureModel

public org.dmg.pmml.mining.MiningModel configureModel(Map<String,?> options,
                                                      org.dmg.pmml.mining.MiningModel miningModel)

getFeatureNames

public String[] getFeatureNames()

getFeatureInfos

public String[] getFeatureInfos()

getObjectiveFunction

public ObjectiveFunction getObjectiveFunction()

setObjectiveFunction

public void setObjectiveFunction(ObjectiveFunction object_function_)