sparkling-water-ml 3.32.1.4-1-2.3 API

sampleSize

H2OIsolationForestParams

sampleType

sanitize

saveMatrixDirectory

scale

scaleTpPenaltyMat

scoreDutyCycle

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

scoreEachIteration

scoreInterval

scoreIterationInterval

scoreTrainingSamples

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

scoreTreeInterval

scoreValidationSamples

scoreValidationSampling

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

seed

sentSampleRate

setActivation

setAdaptiveRate

setAlgo

setAlphaValue

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OXGBoostParams

setAucType

setAutoencoder

setAverageActivation

setBackend

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

setBalanceClasses

setBetaConstraints

HasBetaConstraints

setBetaEpsilon

setBinomialDoubleTrees

H2ODRFParams

setBlendedAvgEnabled

setBlendedAvgInflectionPoint

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setBlendedAvgSmoothing

setBlendingDataFrame

setBooster

setBs

setBuildTreeOneNode

setCalcLike

H2ODeepLearningParams HasDeprecatedVariableImportances

setCalculateFeatureImportances

setCalibrateModel

H2ODRFParams H2OGBMParams H2OXGBoostParams

setCalibrationDataFrame

HasCalibrationDataFrame

setCategoricalEncoding

H2ODRFParams H2ODeepLearningParams H2OGBMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

setCheckConstantResponse

setCheckpoint

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

setClassSamplingFactors

setClassificationStop

H2OGBMParams H2OXGBoostParams

setClusterSizeConstraints

setColSampleByLevel

setColSampleByNode

setColSampleByTree

setColSampleRate

setColSampleRateChangePerLevel

H2ODRFParams H2OGBMParams H2OIsolationForestParams

setColSampleRatePerTree

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setColdStart

setColumns

ColumnPrunerParams

setColumnsToCategorical

setComputePValues

setContamination

H2OIsolationForestParams

setConvertInvalidNumbersToNa

setConvertUnknownCategoricalLevelsToNa

H2ODRFParams H2OGAMParams H2OGBMParams H2OGLMParams

setCustomDistributionFunc

H2OGBMParams

setCustomMetricFunc

setDetailedPredictionCol

setDiagnostics

DeprecatedDistribution H2ODRFParams H2ODeepLearningParams H2OGBMParams H2OXGBoostParams

setDistribution

setDmatrixType

setEarlyStopping

setElasticAveraging

setElasticAveragingMovingRate

setElasticAveragingRegularization

H2ODeepLearningParams H2OWord2VecParams

setEpochs

setEpsilon

setEstimateK

H2OKMeansParams

setEta

H2OAutoMLBuildModelsParams

setExcludeAlgos

setExploitationRatio

H2OAutoMLBuildModelsParams

setExportCheckpointsDir

H2OAutoMLBuildControlParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OIsolationForestParams H2OKMeansParams H2OWord2VecParams H2OXGBoostParams

setExportWeightsAndBiases

setFamily

setFastMode

setFeaturesCol

setFeaturesCols

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setFoldAssignment

setFoldCol

H2OSupervisedAlgorithmWithFoldColumn H2OTargetEncoder H2OAutoMLInputParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setForceLoadBalance

H2ODRFParams H2OGBMParams H2OXGBoostParams

setGainsliftBins

setGamCols

HasGamCols

setGamma

setGenerateScoringHistory

setGpuId

setGradientEpsilon

setGrowPolicy

setHGLM

setHidden

setHiddenDropoutRatios

setHistogramType

setHoldoutStrategy

H2ODeepLearningParams H2OGBMParams

setHuberAlpha

setHyperParameters

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

setIgnoreConstCols

setIgnoredCols

H2OIsolationForestParams HasIgnoredCols

setIncludeAlgos

H2OAutoMLBuildModelsParams

setInit

H2OCoxPHParams H2OKMeansParams

setInitLearningRate

setInitialBiases

HasInitialBiases

setInitialWeightDistribution

setInitialWeightScale

setInitialWeights

HasInitialWeights

setInputCol

H2OWord2Vec

setInputCols

setInputDropoutRatio

setInteractionConstraints

H2OCoxPHParams H2OGAMParams H2OGLMParams

setInteractionPairs

HasInteractionPairs

setInteractions

setInteractionsOnly

setIntercept

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setK

H2OKMeansParams

setKeep

ColumnPrunerParams

setKeepCrossValidationFoldAssignment

setKeepCrossValidationModels

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setKeepCrossValidationPredictions

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setKeepGamCols

setKnotIds

setL1

setL2

H2OSupervisedAlgorithm H2OTargetEncoder H2OAutoMLInputParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OXGBoostParams

setLabelCol

setLambdaMinRatio

setLambdaSearch

setLambdaValue

H2OGBMParams H2OXGBoostParams

setLeaderboardDataFrame

HasLeaderboardDataFrame

setLearnRate

setLearnRateAnnealing

H2OGBMParams

setLink

setLoss

setLossByColNames

HasLossByColNames

setLreMin

H2OGBMParams H2OXGBoostParams

setMaxAbsLeafnodePred

setMaxActivePredictors

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

setMaxAfterBalanceSize

setMaxBins

setMaxCategoricalFeatures

H2ODRFParams H2OGAMParams H2OGBMParams H2OGLMParams

setMaxConfusionMatrixSize

setMaxDeltaStep

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setMaxDepth

setMaxIterations

H2OCoxPHParams H2OGAMParams H2OGLMParams H2OKMeansParams

setMaxLeaves

H2OAutoMLStoppingCriteriaParams H2OGridSearchRandomDiscreteCriteriaParams

setMaxModels

setMaxRuntimeSecs

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OWord2VecParams H2OXGBoostParams

setMaxRuntimeSecsPerModel

H2OAutoMLStoppingCriteriaParams

setMaxW2

setMinChildWeight

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setMinRows

setMinSplitImprovement

H2ODRFParams H2OGBMParams H2OXGBoostParams

setMinWordFreq

setMiniBatchSize

H2ODeepLearningParams H2OGAMParams H2OGLMParams

setMissingValuesHandling

setModelId

H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OIsolationForestParams H2OKMeansParams H2OWord2VecParams H2OXGBoostParams

setMomentumRamp

setMomentumStable

setMomentumStart

H2ODRFParams H2OIsolationForestParams

setMonotoneConstraints

HasMonotoneConstraints

setMtries

setNamedMojoOutputColumns

setNbins

setNbinsCats

setNbinsTopLevel

setNesterovAcceleratedGradient

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

setNfolds

setNlambdas

setNoise

setNoiseSeed

setNonNegative

setNormModel

setNormalizeType

setNthread

H2OTreeBasedSupervisedAlgorithm H2OTreeBasedUnsupervisedAlgorithm H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setNtrees

setNumKnots

setObjReg

setObjectiveEpsilon

H2OSupervisedAlgorithm H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OXGBoostParams

setOffsetCol

setOneDrop

setOutputCol

H2OWord2Vec

setOutputCols

setOverwriteWithBestModel

setParallelism

setPlugValues

HasPlugValues

setPredNoiseBandwidth

H2OGBMParams

setPredictionCol

setPrior

setProblemType

H2OAutoMLBuildControlParams

setProjectName

setQuantileAlpha

H2ODeepLearningParams H2OGBMParams

setQuietMode

H2ODeepLearningParams H2OXGBoostParams

setRandomCols

HasRandomCols

setRandomFamily

setRandomLink

setRate

setRateAnnealing

setRateDecay

setRateDrop

setRegAlpha

setRegLambda

setRegressionStop

setRemoveCollinearCols

setReplicateTrainingData

setReproducible

setRho

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setSampleRate

setSampleRatePerClass

setSampleSize

H2OIsolationForestParams

setSampleType

setSaveMatrixDirectory

setScale

setScaleTpPenaltyMat

setScoreDutyCycle

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

setScoreEachIteration

setScoreInterval

setScoreIterationInterval

setScoreTrainingSamples

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setScoreTreeInterval

setScoreValidationSamples

setScoreValidationSampling

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

setSeed

setSelectBestModelBy

setSentSampleRate

setShuffleTrainingData

H2OCoxPHParams H2ODeepLearningParams

setSingleNodeMode

setSkipDrop

setSolver

setSortMetric

H2OAutoMLInputParams

setSparse

setSparsityBeta

setSplitRatio

H2ODeepLearningParams H2OGAMParams H2OGLMParams H2OKMeansParams

setStandardize

setStandardizeTpGamCols

setStartCol

setStartval

setStopCol

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStoppingMetric

setStoppingRounds

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStoppingTolerance

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStrategy

H2OGridSearchCommonCriteriaParams

setStratifyBy

setSubsample

setTargetRatioCommToComp

setTheta

setTies

setTrainSamplesPerIteration

setTreeMethod

setTweedieLinkPower

H2ODeepLearningParams H2OGBMParams H2OXGBoostParams

setTweediePower

setTweedieVariancePower

H2OCoxPHParams H2ODeepLearningParams

setUseAllFactorLevels

setUserPoints

HasUserPoints

setUserX

HasUserX

setUserY

HasUserY

setValidationDataFrame

HasDeprecatedVariableImportances

setValidationLabelCol

HasValidationLabelCol

setVariableImportances

setVecSize

H2OSupervisedAlgorithm DeprecatedWeightCol H2OAutoMLInputParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OXGBoostParams

setWeightCol

setWindowSize

setWithContributions

setWithDetailedPredictionCol

setWithLeafNodeAssignments

setWithStageResults

setWordModel

shuffleTrainingData

H2OCoxPHParams H2ODeepLearningParams

singleNodeMode

skipDrop

solver

sortMetric

H2OAutoMLInputParams

sparkling

h2o

sparse

sparsityBeta

splitRatio

H2ODeepLearningParams H2OGAMParams H2OGLMParams H2OKMeansParams

standardize

standardizeTpGamCols

startCol

startval

stopCol

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

stoppingMetric

stoppingRounds

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

stoppingTolerance

H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

strategy

H2OGridSearchCommonCriteriaParams

stratifyBy

subsample