Index

Alpha	LightGBM.Parameters
Application	LightGBM.Parameters
AUC	LightGBM.Parameters
BaggingFraction	LightGBM.Parameters
BaggingFractionSeed	LightGBM.Parameters
BaggingFreq	LightGBM.Parameters
BinaryClassification	LightGBM.Parameters
BinaryClassParam	LightGBM.Parameters
BinaryError	LightGBM.Parameters
BinaryLogloss	LightGBM.Parameters
BinConstructSampleCount	LightGBM.Parameters
Booster	LightGBM.Parameters
BoostFromAverage	LightGBM.Parameters
BoostingType	LightGBM.Parameters
CategoricalFeatures	LightGBM.Parameters
CatL2	LightGBM.Parameters
CatSmooth	LightGBM.Parameters
ColName	LightGBM.Parameters
colSelArgument	LightGBM.Parameters
ColumnSelector	LightGBM.Parameters
CommandLineParam	LightGBM.Internal.CLIParameters
ConfigFile	LightGBM.Internal.CLIParameters
ConvertModel	LightGBM.Internal.CLIParameters
ConvertModelLanguage	LightGBM.Internal.CLIParameters
ConvertModelOutput	LightGBM.Internal.CLIParameters
CPP	LightGBM.Internal.CLIParameters
CPU	LightGBM.Parameters
CrossEntropy	LightGBM.Parameters
CSVFile	LightGBM.DataSet, LightGBM
DART	LightGBM.Parameters
DARTParam	LightGBM.Parameters
DataPar	LightGBM.Parameters
dataPath	LightGBM.DataSet, LightGBM
DataRandomSeed	LightGBM.Parameters
DataSet	LightGBM.DataSet, LightGBM
Decreasing	LightGBM.Parameters
Device
1 (Type/Class)	LightGBM.Parameters
2 (Data Constructor)	LightGBM.Parameters
Direction	LightGBM.Parameters
dropColumns	LightGBM.Utils.Csv
dropNamedColumns	LightGBM.Utils.Csv
DropRate	LightGBM.Parameters
DropSeed	LightGBM.Parameters
EarlyStoppingRounds	LightGBM.Parameters
ErrLog
1 (Type/Class)	LightGBM.Utils.Types
2 (Data Constructor)	LightGBM.Utils.Types
Fair	LightGBM.Parameters
FairC	LightGBM.Parameters
FairLoss	LightGBM.Parameters
FairRegressionParam	LightGBM.Parameters
Fatal	LightGBM.Parameters
FeatureFraction	LightGBM.Parameters
FeatureFractionSeed	LightGBM.Parameters
FeaturePar	LightGBM.Parameters
fileDiff	LightGBM.Utils.Test
ForcedSplits	LightGBM.Parameters
fromCSV	LightGBM.DataSet, LightGBM
fromFrame	LightGBM.DataSet, LightGBM
Gamma	LightGBM.Parameters
GammaDeviance	LightGBM.Parameters
GammaNegLogLikelihood	LightGBM.Parameters
GBDT	LightGBM.Parameters
getHeader	LightGBM.DataSet, LightGBM
GOSS	LightGBM.Parameters
GOSSParam	LightGBM.Parameters
GPU	LightGBM.Parameters
GpuDeviceId	LightGBM.Parameters
GPUParam	LightGBM.Parameters
GpuPlatformId	LightGBM.Parameters
GpuUseDP	LightGBM.Parameters
HasHeader
1 (Type/Class)	LightGBM.DataSet, LightGBM
2 (Data Constructor)	LightGBM.DataSet, LightGBM
hasHeader	LightGBM.DataSet, LightGBM
Header	LightGBM.Internal.CLIParameters
Huber	LightGBM.Parameters
HuberLoss	LightGBM.Parameters
IgnoreColumns	LightGBM.Parameters
Increasing	LightGBM.Parameters
Index	LightGBM.Parameters
Info	LightGBM.Parameters
InitScoreFile	LightGBM.Parameters
InputModel	LightGBM.Parameters
IntGreaterThanOne	LightGBM.Utils.Types
IsSparse	LightGBM.Parameters
IsUnbalance	LightGBM.Parameters
Iterations	LightGBM.Parameters
keepColumns	LightGBM.Utils.Csv
keepNamedColumns	LightGBM.Utils.Csv
KullbackLeibler	LightGBM.Parameters
L1	LightGBM.Parameters
L2	LightGBM.Parameters
L2_root	LightGBM.Parameters
LabelColumn	LightGBM.Parameters
LabelGain	LightGBM.Parameters
LambdaRank	LightGBM.Parameters
LambdaRankParam	LightGBM.Parameters
LearningRate	LightGBM.Parameters
LeftOpenProperFraction	LightGBM.Utils.Types
LocalListenPort	LightGBM.Parameters
machineList	LightGBM.Parameters
MachineListFile	LightGBM.Parameters
MAP	LightGBM.Parameters
MAPE	LightGBM.Parameters
MAPELoss	LightGBM.Parameters
MaxBin	LightGBM.Parameters
MaxCatThreshold	LightGBM.Parameters
MaxCatToOneHot	LightGBM.Parameters
MaxDeltaStep	LightGBM.Parameters
MaxDepth	LightGBM.Parameters
MaxDrop	LightGBM.Parameters
MaxPosition	LightGBM.Parameters
MeanAbsoluteError	LightGBM.Parameters
MeanSquareError	LightGBM.Parameters
Metric
1 (Type/Class)	LightGBM.Parameters
2 (Data Constructor)	LightGBM.Parameters
MetricFreq	LightGBM.Parameters
MinDataInBin	LightGBM.Parameters
MinDataInLeaf	LightGBM.Parameters
MinDataPerGroup	LightGBM.Parameters
MinSplitGain	LightGBM.Parameters
MinSumHessianInLeaf	LightGBM.Parameters
Minutes	LightGBM.Parameters
Model	LightGBM.Model, LightGBM
ModelConvParam	LightGBM.Internal.CLIParameters
ModelLang	LightGBM.Internal.CLIParameters
MonotoneConstraint	LightGBM.Parameters
MPIVer	LightGBM.Parameters
MultiClass	LightGBM.Parameters
MultiClassOneVsAll	LightGBM.Parameters
MultiClassSimple	LightGBM.Parameters
MultiClassStyle	LightGBM.Parameters
MultiError	LightGBM.Parameters
MultiLogloss	LightGBM.Parameters
NDCG	LightGBM.Parameters
NDCGEvalPositions	LightGBM.Parameters
nMachines	LightGBM.Parameters
NoConstraint	LightGBM.Parameters
NonNegativeDouble	LightGBM.Utils.Types
NumClasses	LightGBM.Parameters
NumIterationsPredict	LightGBM.Parameters
NumLeaves	LightGBM.Parameters
NumMachines	LightGBM.Parameters
NumThreads	LightGBM.Parameters
Objective	LightGBM.Parameters
OneToTwoLeftSemiClosed	LightGBM.Utils.Types
OpenProperFraction	LightGBM.Utils.Types
OtherRate	LightGBM.Parameters
OutLog
1 (Type/Class)	LightGBM.Utils.Types
2 (Data Constructor)	LightGBM.Utils.Types
OutputModel	LightGBM.Parameters
OutputResult	LightGBM.Parameters
Parallelism	LightGBM.Parameters
ParallelismParams	LightGBM.Parameters
ParallelismStyle	LightGBM.Parameters
Param	LightGBM.Parameters
Poisson	LightGBM.Parameters
PoissonMaxDeltaStep	LightGBM.Parameters
PoissonNegLogLikelihood	LightGBM.Parameters
PoissonRegressionParam	LightGBM.Parameters
port	LightGBM.Parameters
PositiveDouble	LightGBM.Utils.Types
PositiveInt	LightGBM.Utils.Types
PredEarlyStop	LightGBM.Parameters
PredEarlyStopFreq	LightGBM.Parameters
PredEarlyStopMargin	LightGBM.Parameters
Predict	LightGBM.Internal.CLIParameters
predict	LightGBM.Model, LightGBM
PredictContrib	LightGBM.Parameters
PredictionData	LightGBM.Parameters
PredictionParam	LightGBM.Parameters
PredictLeafIndex	LightGBM.Parameters
PredictRawScore	LightGBM.Parameters
PrePartition	LightGBM.Parameters
ProperFraction	LightGBM.Utils.Types
Quantile	LightGBM.Parameters
QuantileRegression	LightGBM.Parameters
QueryColumn	LightGBM.Parameters
RandomForest	LightGBM.Parameters
RandomSeed	LightGBM.Parameters
readColumn	LightGBM.Utils.Csv
readModelFile	LightGBM.Model, LightGBM
Refit	LightGBM.Internal.CLIParameters
Regression	LightGBM.Parameters
RegressionApp	LightGBM.Parameters
RegSqrt	LightGBM.Parameters
Regularization_L1	LightGBM.Parameters
Regularization_L2	LightGBM.Parameters
run	LightGBM.Internal.CommandLineWrapper
SaveBinary	LightGBM.Parameters
ScalePosWeight	LightGBM.Parameters
Serial	LightGBM.Parameters
Sigmoid	LightGBM.Parameters
SkipDrop	LightGBM.Parameters
SocketVer	LightGBM.Parameters
Task	LightGBM.Internal.CLIParameters
TaskType	LightGBM.Internal.CLIParameters
timeOut	LightGBM.Parameters
toCSV	LightGBM.DataSet, LightGBM
toFrame	LightGBM.DataSet, LightGBM
TopK	LightGBM.Parameters
TopRate	LightGBM.Parameters
Train	LightGBM.Internal.CLIParameters
TrainingData	LightGBM.Parameters
TrainingMetric	LightGBM.Parameters
trainNewModel	LightGBM.Model, LightGBM
Tweedie	LightGBM.Parameters
TweedieNegLogLiklihood	LightGBM.Parameters
TweedieRegressionParam	LightGBM.Parameters
TweedieVariancePower	LightGBM.Parameters
TwoRoundLoading	LightGBM.Parameters
UniformDrop	LightGBM.Parameters
UseMissing	LightGBM.Parameters
ValidationData	LightGBM.Parameters
ValidInitScoreFile	LightGBM.Parameters
Verbosity	LightGBM.Parameters
VerbosityLevel	LightGBM.Parameters
VotingPar	LightGBM.Parameters
Warn	LightGBM.Parameters
WeightColumn	LightGBM.Parameters
writeModelFile	LightGBM.Model, LightGBM
XEApp	LightGBM.Parameters
XentLambda	LightGBM.Parameters
XEntropy	LightGBM.Parameters
Xentropy	LightGBM.Parameters
XEntropyLambda	LightGBM.Parameters
XGBoostDARTMode	LightGBM.Parameters
ZeroAsMissing	LightGBM.Parameters