Synapseml  0.10.0
Synapse.ML.Lightgbm.LightGBMClassifier Member List

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

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