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B

BinaryCategoricalFeature - Class in org.jpmml.lightgbm
 
BinaryCategoricalFeature(PMMLEncoder, BinaryFeature) - Constructor for class org.jpmml.lightgbm.BinaryCategoricalFeature
 
BinomialLogisticRegression - Class in org.jpmml.lightgbm
 
BinomialLogisticRegression(Section) - Constructor for class org.jpmml.lightgbm.BinomialLogisticRegression
 

C

checkId(String) - Method in class org.jpmml.lightgbm.Section
 
checkId(Predicate<String>) - Method in class org.jpmml.lightgbm.Section
 
Classification - Class in org.jpmml.lightgbm
 
Classification(Section) - Constructor for class org.jpmml.lightgbm.Classification
 
CONFIG_AVERAGE_OUTPUT - Static variable in class org.jpmml.lightgbm.ObjectiveFunction
 
CONFIG_NAME - Static variable in class org.jpmml.lightgbm.ObjectiveFunction
 
CONFIG_NUM_CLASS - Static variable in class org.jpmml.lightgbm.Classification
 
CONFIG_SIGMOID - Static variable in class org.jpmml.lightgbm.BinomialLogisticRegression
 
createBatch(String, String, Predicate<ResultField>, Equivalence<Object>) - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatchTest
 
createMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.ObjectiveFunction
 

D

DirectCategoricalFeature - Class in org.jpmml.lightgbm
 
DirectCategoricalFeature(PMMLEncoder, DataField) - Constructor for class org.jpmml.lightgbm.DirectCategoricalFeature
 

E

encodeLabel(String, List<?>, PMMLEncoder) - Method in class org.jpmml.lightgbm.Classification
 
encodeLabel(String, List<?>, PMMLEncoder) - Method in class org.jpmml.lightgbm.ObjectiveFunction
 
encodeLabel(String, List<?>, PMMLEncoder) - Method in class org.jpmml.lightgbm.Regression
 
encodeMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.BinomialLogisticRegression
 
encodeMiningModel(Map<String, ?>, Schema) - Method in class org.jpmml.lightgbm.GBDT
 
encodeMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.MultinomialLogisticRegression
 
encodeMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.ObjectiveFunction
 
encodeMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.PoissonRegression
 
encodeMiningModel(List<Tree>, Integer, Schema) - Method in class org.jpmml.lightgbm.Regression
 
encodeNode(int, Predicate, CategoryManager, PredicateManager, Schema) - Method in class org.jpmml.lightgbm.Tree
 
encodePMML(Map<String, ?>, String, List<String>) - Method in class org.jpmml.lightgbm.GBDT
 
encodeSchema(String, List<String>, LightGBMEncoder) - Method in class org.jpmml.lightgbm.GBDT
 
encodeTreeModel(PredicateManager, Schema) - Method in class org.jpmml.lightgbm.Tree
 
enterNode(Node) - Method in class org.jpmml.lightgbm.visitors.TreeModelCompactor
 
enterTreeModel(TreeModel) - Method in class org.jpmml.lightgbm.visitors.TreeModelCompactor
 
exitNode(Node) - Method in class org.jpmml.lightgbm.visitors.TreeModelCompactor
 

F

formatPandasCategorical(List<List<?>>) - Static method in class org.jpmml.lightgbm.PandasUtil
 

G

GBDT - Class in org.jpmml.lightgbm
 
GBDT() - Constructor for class org.jpmml.lightgbm.GBDT
 
get(String) - Method in class org.jpmml.lightgbm.Section
 
get(String, boolean) - Method in class org.jpmml.lightgbm.Section
 
getArchiveBatchTest() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getAverageOutput() - Method in class org.jpmml.lightgbm.ObjectiveFunction
 
getDouble(String) - Method in class org.jpmml.lightgbm.Section
 
getDoubleArray(String, int) - Method in class org.jpmml.lightgbm.Section
 
getFeatureInfos() - Method in class org.jpmml.lightgbm.GBDT
 
getFeatureNames() - Method in class org.jpmml.lightgbm.GBDT
 
getInputCsvPath() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getInt(String) - Method in class org.jpmml.lightgbm.Section
 
getIntArray(String, int) - Method in class org.jpmml.lightgbm.Section
 
getModelTxtPath() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getName() - Method in class org.jpmml.lightgbm.ObjectiveFunction
 
getNativeConfiguration() - Method in interface org.jpmml.lightgbm.HasLightGBMOptions
 
getNumClass() - Method in class org.jpmml.lightgbm.Classification
 
getObjectiveFunction() - Method in class org.jpmml.lightgbm.GBDT
 
getObjectiveFunction() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getOptionsMatrix() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getOutputCsvPath() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getPMML() - Method in class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
getString(String) - Method in class org.jpmml.lightgbm.Section
 
getStringArray(String, int) - Method in class org.jpmml.lightgbm.Section
 
getUnsignedIntArray(String, int) - Method in class org.jpmml.lightgbm.Section
 

H

HasLightGBMOptions - Interface in org.jpmml.lightgbm
 

I

id() - Method in class org.jpmml.lightgbm.Section
 
isBinaryInterval(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
isEmpty() - Method in class org.jpmml.lightgbm.Tree
 
isInterval(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
isNone(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
isValues(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 

L

Lambdarank - Class in org.jpmml.lightgbm
 
Lambdarank(Section) - Constructor for class org.jpmml.lightgbm.Lambdarank
 
LightGBMEncoder - Class in org.jpmml.lightgbm
 
LightGBMEncoder() - Constructor for class org.jpmml.lightgbm.LightGBMEncoder
 
LightGBMEncoderBatch - Class in org.jpmml.lightgbm.testing
 
LightGBMEncoderBatch(String, String, Predicate<ResultField>, Equivalence<Object>) - Constructor for class org.jpmml.lightgbm.testing.LightGBMEncoderBatch
 
LightGBMEncoderBatchTest - Class in org.jpmml.lightgbm.testing
 
LightGBMEncoderBatchTest() - Constructor for class org.jpmml.lightgbm.testing.LightGBMEncoderBatchTest
 
LightGBMUtil - Class in org.jpmml.lightgbm
 
load(List<Section>) - Method in class org.jpmml.lightgbm.GBDT
 
load(Section) - Method in class org.jpmml.lightgbm.Tree
 
loadGBDT(InputStream) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
loadGBDT(Iterator<String>) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 

M

MultinomialLogisticRegression - Class in org.jpmml.lightgbm
 
MultinomialLogisticRegression(Section) - Constructor for class org.jpmml.lightgbm.MultinomialLogisticRegression
 

O

ObjectiveFunction - Class in org.jpmml.lightgbm
 
ObjectiveFunction(Section) - Constructor for class org.jpmml.lightgbm.ObjectiveFunction
 
OPTION_COMPACT - Static variable in interface org.jpmml.lightgbm.HasLightGBMOptions
 
OPTION_NAN_AS_MISSING - Static variable in interface org.jpmml.lightgbm.HasLightGBMOptions
 
OPTION_NUM_ITERATION - Static variable in interface org.jpmml.lightgbm.HasLightGBMOptions
 
org.jpmml.lightgbm - package org.jpmml.lightgbm
 
org.jpmml.lightgbm.testing - package org.jpmml.lightgbm.testing
 
org.jpmml.lightgbm.visitors - package org.jpmml.lightgbm.visitors
 

P

PandasUtil - Class in org.jpmml.lightgbm
 
parseDoubleArray(String, int) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseIntArray(String, int) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseInterval(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseObjectiveFunction(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parsePandasCategorical(String) - Static method in class org.jpmml.lightgbm.PandasUtil
 
parseStringArray(String, int) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseText(InputStream) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseUnsignedInt(String) - Method in class org.jpmml.lightgbm.Section
 
parseUnsignedIntArray(String, int) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
parseValues(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
PoissonRegression - Class in org.jpmml.lightgbm
 
PoissonRegression(Section) - Constructor for class org.jpmml.lightgbm.PoissonRegression
 
PREFIX_PANDAS_CATEGORICAL - Static variable in class org.jpmml.lightgbm.PandasUtil
 
put(String) - Method in class org.jpmml.lightgbm.Section
 
put(String, char) - Method in class org.jpmml.lightgbm.Section
 

R

Regression - Class in org.jpmml.lightgbm
 
Regression(Section) - Constructor for class org.jpmml.lightgbm.Regression
 

S

Section - Class in org.jpmml.lightgbm
 
Section() - Constructor for class org.jpmml.lightgbm.Section
 
Section(Section) - Constructor for class org.jpmml.lightgbm.Section
 
setObjectiveFunction(ObjectiveFunction) - Method in class org.jpmml.lightgbm.GBDT
 

T

toLightGBMSchema(Schema) - Method in class org.jpmml.lightgbm.GBDT
 
Tree - Class in org.jpmml.lightgbm
 
Tree() - Constructor for class org.jpmml.lightgbm.Tree
 
TreeModelCompactor - Class in org.jpmml.lightgbm.visitors
 
TreeModelCompactor() - Constructor for class org.jpmml.lightgbm.visitors.TreeModelCompactor
 

U

unescape(String) - Static method in class org.jpmml.lightgbm.LightGBMUtil
 
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