Package lightgbm.sklearn

Class BoosterUtil

java.lang.Object

lightgbm.sklearn.BoosterUtil

public class BoosterUtil
extends Object

Method Summary

Modifier and Type	Method	Description
static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.mining.MiningModel	configureModel(E estimator, org.dmg.pmml.mining.MiningModel miningModel)
static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.jpmml.converter.Schema	configureSchema(E estimator, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.mining.MiningModel	encodeModel(E estimator, org.jpmml.converter.Schema schema)
static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.PMML	encodePMML(E estimator)
static org.dmg.pmml.PMML	encodePMML(Booster booster)
static <E extends Estimator & HasBooster> int	getNumberOfFeatures(E estimator)
static <E extends Estimator & HasBooster> org.jpmml.lightgbm.ObjectiveFunction	getObjectiveFunction(E estimator)

Methods inherited from class java.lang.Object

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

Method Detail

getNumberOfFeatures

public static <E extends Estimator & HasBooster> int getNumberOfFeatures(E estimator)

getObjectiveFunction

public static <E extends Estimator & HasBooster> org.jpmml.lightgbm.ObjectiveFunction getObjectiveFunction(E estimator)

encodeModel

public static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.mining.MiningModel encodeModel(E estimator,
                                                                                                                                     org.jpmml.converter.Schema schema)

configureSchema

public static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.jpmml.converter.Schema configureSchema(E estimator,
                                                                                                                                    org.jpmml.converter.Schema schema)

configureModel

public static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.mining.MiningModel configureModel(E estimator,
                                                                                                                                        org.dmg.pmml.mining.MiningModel miningModel)

encodePMML

public static org.dmg.pmml.PMML encodePMML(Booster booster)

encodePMML

public static <E extends Estimator & HasBooster & org.jpmml.lightgbm.HasLightGBMOptions> org.dmg.pmml.PMML encodePMML(E estimator)