Synapseml  0.10.0
Synapse.ML.Lightgbm.LightGBMRegressor Member List

This is the complete list of members for Synapse.ML.Lightgbm.LightGBMRegressor, including all inherited members.

Fit(DataFrame dataset)Synapse.ML.Lightgbm.LightGBMRegressor
GetAlpha()Synapse.ML.Lightgbm.LightGBMRegressor
GetBaggingFraction()Synapse.ML.Lightgbm.LightGBMRegressor
GetBaggingFreq()Synapse.ML.Lightgbm.LightGBMRegressor
GetBaggingSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetBinSampleCount()Synapse.ML.Lightgbm.LightGBMRegressor
GetBoostFromAverage()Synapse.ML.Lightgbm.LightGBMRegressor
GetBoostingType()Synapse.ML.Lightgbm.LightGBMRegressor
GetCategoricalSlotIndexes()Synapse.ML.Lightgbm.LightGBMRegressor
GetCategoricalSlotNames()Synapse.ML.Lightgbm.LightGBMRegressor
GetCatl2()Synapse.ML.Lightgbm.LightGBMRegressor
GetCatSmooth()Synapse.ML.Lightgbm.LightGBMRegressor
GetChunkSize()Synapse.ML.Lightgbm.LightGBMRegressor
GetDataRandomSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetDefaultListenPort()Synapse.ML.Lightgbm.LightGBMRegressor
GetDeterministic()Synapse.ML.Lightgbm.LightGBMRegressor
GetDriverListenPort()Synapse.ML.Lightgbm.LightGBMRegressor
GetDropRate()Synapse.ML.Lightgbm.LightGBMRegressor
GetDropSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetEarlyStoppingRound()Synapse.ML.Lightgbm.LightGBMRegressor
GetExecutionMode()Synapse.ML.Lightgbm.LightGBMRegressor
GetExtraSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetFeatureFraction()Synapse.ML.Lightgbm.LightGBMRegressor
GetFeatureFractionByNode()Synapse.ML.Lightgbm.LightGBMRegressor
GetFeatureFractionSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetFeaturesCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetFeaturesShapCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetFobj()Synapse.ML.Lightgbm.LightGBMRegressor
GetImprovementTolerance()Synapse.ML.Lightgbm.LightGBMRegressor
GetInitScoreCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetIsEnableSparse()Synapse.ML.Lightgbm.LightGBMRegressor
GetIsProvideTrainingMetric()Synapse.ML.Lightgbm.LightGBMRegressor
GetLabelCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetLambdaL1()Synapse.ML.Lightgbm.LightGBMRegressor
GetLambdaL2()Synapse.ML.Lightgbm.LightGBMRegressor
GetLeafPredictionCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetLearningRate()Synapse.ML.Lightgbm.LightGBMRegressor
GetMatrixType()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxBin()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxBinByFeature()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxCatThreshold()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxCatToOnehot()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxDeltaStep()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxDepth()Synapse.ML.Lightgbm.LightGBMRegressor
GetMaxDrop()Synapse.ML.Lightgbm.LightGBMRegressor
GetMetric()Synapse.ML.Lightgbm.LightGBMRegressor
GetMicroBatchSize()Synapse.ML.Lightgbm.LightGBMRegressor
GetMinDataInLeaf()Synapse.ML.Lightgbm.LightGBMRegressor
GetMinDataPerBin()Synapse.ML.Lightgbm.LightGBMRegressor
GetMinDataPerGroup()Synapse.ML.Lightgbm.LightGBMRegressor
GetMinGainToSplit()Synapse.ML.Lightgbm.LightGBMRegressor
GetMinSumHessianInLeaf()Synapse.ML.Lightgbm.LightGBMRegressor
GetModelString()Synapse.ML.Lightgbm.LightGBMRegressor
GetMonotoneConstraints()Synapse.ML.Lightgbm.LightGBMRegressor
GetMonotoneConstraintsMethod()Synapse.ML.Lightgbm.LightGBMRegressor
GetMonotonePenalty()Synapse.ML.Lightgbm.LightGBMRegressor
GetNegBaggingFraction()Synapse.ML.Lightgbm.LightGBMRegressor
GetNumBatches()Synapse.ML.Lightgbm.LightGBMRegressor
GetNumIterations()Synapse.ML.Lightgbm.LightGBMRegressor
GetNumLeaves()Synapse.ML.Lightgbm.LightGBMRegressor
GetNumTasks()Synapse.ML.Lightgbm.LightGBMRegressor
GetNumThreads()Synapse.ML.Lightgbm.LightGBMRegressor
GetObjective()Synapse.ML.Lightgbm.LightGBMRegressor
GetObjectiveSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetOtherRate()Synapse.ML.Lightgbm.LightGBMRegressor
GetParallelism()Synapse.ML.Lightgbm.LightGBMRegressor
GetPassThroughArgs()Synapse.ML.Lightgbm.LightGBMRegressor
GetPosBaggingFraction()Synapse.ML.Lightgbm.LightGBMRegressor
GetPredictDisableShapeCheck()Synapse.ML.Lightgbm.LightGBMRegressor
GetPredictionCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetRepartitionByGroupingColumn()Synapse.ML.Lightgbm.LightGBMRegressor
GetSeed()Synapse.ML.Lightgbm.LightGBMRegressor
GetSkipDrop()Synapse.ML.Lightgbm.LightGBMRegressor
GetSlotNames()Synapse.ML.Lightgbm.LightGBMRegressor
GetTimeout()Synapse.ML.Lightgbm.LightGBMRegressor
GetTopK()Synapse.ML.Lightgbm.LightGBMRegressor
GetTopRate()Synapse.ML.Lightgbm.LightGBMRegressor
GetTweedieVariancePower()Synapse.ML.Lightgbm.LightGBMRegressor
GetUniformDrop()Synapse.ML.Lightgbm.LightGBMRegressor
GetUseBarrierExecutionMode()Synapse.ML.Lightgbm.LightGBMRegressor
GetUseMissing()Synapse.ML.Lightgbm.LightGBMRegressor
GetUseSingleDatasetMode()Synapse.ML.Lightgbm.LightGBMRegressor
GetValidationIndicatorCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetVerbosity()Synapse.ML.Lightgbm.LightGBMRegressor
GetWeightCol()Synapse.ML.Lightgbm.LightGBMRegressor
GetXGBoostDartMode()Synapse.ML.Lightgbm.LightGBMRegressor
GetZeroAsMissing()Synapse.ML.Lightgbm.LightGBMRegressor
LightGBMRegressor()Synapse.ML.Lightgbm.LightGBMRegressorinline
LightGBMRegressor(string uid)Synapse.ML.Lightgbm.LightGBMRegressorinline
Load(string path)Synapse.ML.Lightgbm.LightGBMRegressorstatic
Read()Synapse.ML.Lightgbm.LightGBMRegressor
Save(string path)Synapse.ML.Lightgbm.LightGBMRegressor
SetAlpha(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBaggingFraction(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBaggingFreq(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBaggingSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBinSampleCount(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBoostFromAverage(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetBoostingType(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetCategoricalSlotIndexes(int[] value)Synapse.ML.Lightgbm.LightGBMRegressor
SetCategoricalSlotNames(string[] value)Synapse.ML.Lightgbm.LightGBMRegressor
SetCatl2(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetCatSmooth(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetChunkSize(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDataRandomSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDefaultListenPort(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDeterministic(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDriverListenPort(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDropRate(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetDropSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetEarlyStoppingRound(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetExecutionMode(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetExtraSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFeatureFraction(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFeatureFractionByNode(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFeatureFractionSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFeaturesCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFeaturesShapCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetFobj(object value)Synapse.ML.Lightgbm.LightGBMRegressor
SetImprovementTolerance(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetInitScoreCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetIsEnableSparse(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetIsProvideTrainingMetric(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetLabelCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetLambdaL1(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetLambdaL2(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetLeafPredictionCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetLearningRate(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMatrixType(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxBin(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxBinByFeature(int[] value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxCatThreshold(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxCatToOnehot(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxDeltaStep(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxDepth(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMaxDrop(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMetric(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMicroBatchSize(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMinDataInLeaf(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMinDataPerBin(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMinDataPerGroup(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMinGainToSplit(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMinSumHessianInLeaf(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetModelString(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMonotoneConstraints(int[] value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMonotoneConstraintsMethod(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetMonotonePenalty(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNegBaggingFraction(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNumBatches(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNumIterations(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNumLeaves(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNumTasks(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetNumThreads(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetObjective(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetObjectiveSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetOtherRate(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetParallelism(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetPassThroughArgs(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetPosBaggingFraction(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetPredictDisableShapeCheck(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetPredictionCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetRepartitionByGroupingColumn(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetSeed(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetSkipDrop(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetSlotNames(string[] value)Synapse.ML.Lightgbm.LightGBMRegressor
SetTimeout(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetTopK(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetTopRate(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetTweedieVariancePower(double value)Synapse.ML.Lightgbm.LightGBMRegressor
SetUniformDrop(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetUseBarrierExecutionMode(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetUseMissing(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetUseSingleDatasetMode(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetValidationIndicatorCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetVerbosity(int value)Synapse.ML.Lightgbm.LightGBMRegressor
SetWeightCol(string value)Synapse.ML.Lightgbm.LightGBMRegressor
SetXGBoostDartMode(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
SetZeroAsMissing(bool value)Synapse.ML.Lightgbm.LightGBMRegressor
Write()Synapse.ML.Lightgbm.LightGBMRegressor
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