sparkling-water-ml 3.34.0.8-1-2.4 API

sampleSize

H2OIsolationForestParams

sampleType

sanitize

saveMatrixDirectory

scale

scalePosWeight

scaleTpPenaltyMat

scoreDutyCycle

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OXGBoostParams

scoreEachIteration

scoreInterval

scoreIterationInterval

scoreTrainingSamples

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

scoreTreeInterval

scoreValidationSamples

scoreValidationSampling

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2ORuleFitParams H2OXGBoostParams

seed

sentSampleRate

setActivation

setAdaptiveRate

setAlgo

H2OGridSearchParams

setAlgorithm

setAlphaValue

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2ORuleFitParams H2OXGBoostParams

setAucType

setAutoencoder

HasDeprecatedAutoencoder

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

H2OAutoEncoderParams H2ODeepLearningParams HasDeprecatedVariableImportances

setCalculateFeatureImportances

setCalibrateModel

H2ODRFParams H2OGBMParams H2OXGBoostParams

setCalibrationDataFrame

HasCalibrationDataFrame

setCategoricalEncoding

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGBMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

setCheckConstantResponse

setCheckpoint

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

setClassSamplingFactors

setClassificationStop

H2ODeepLearningParams

setClusterSizeConstraints

setColSampleByLevel

setColSampleByNode

setColSampleByTree

setColSampleRate

H2OGBMParams H2OXGBoostParams

setColSampleRateChangePerLevel

H2ODRFParams H2OGBMParams H2OIsolationForestParams

setColSampleRatePerTree

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setColdStart

setColumns

ColumnPrunerParams

setColumnsToCategorical

setComputeMetrics

H2OPCAParams

setComputePValues

setContamination

H2OIsolationForestParams

setConvertInvalidNumbersToNa

setConvertUnknownCategoricalLevelsToNa

H2ODRFParams H2OGAMParams H2OGBMParams H2OGLMParams

setCustomDistributionFunc

H2OGBMParams

setCustomMetricFunc

setDetailedPredictionCol

setDiagnostics

H2ODRFParams H2ODeepLearningParams H2OGBMParams H2ORuleFitParams H2OXGBoostParams

setDistribution

setDmatrixType

setEarlyStopping

setElasticAveraging

setElasticAveragingMovingRate

setElasticAveragingRegularization

H2OAutoEncoderParams H2ODeepLearningParams H2OWord2VecParams

setEpochs

setEpsilon

setEstimateK

H2OKMeansParams

setEta

H2OAutoMLBuildModelsParams

setExcludeAlgos

setExpandUserY

H2OAutoMLBuildModelsParams

setExploitationRatio

setExportCheckpointsDir

H2OAutoEncoderParams H2OAutoMLBuildControlParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams 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

setGamma

setGammaX

setGammaY

setGenerateScoringHistory

setGpuId

setGradientEpsilon

setGrowPolicy

setHGLM

setHidden

setHiddenDropoutRatios

setHistogramType

setHoldoutStrategy

H2ODeepLearningParams H2OGBMParams

setHuberAlpha

setHyperParameters

H2OGridSearchParams

setIgnoreConstCols

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OXGBoostParams

setIgnoredCols

H2OGLRMParams H2OIsolationForestParams HasIgnoredCols

setImputeMissing

H2OPCAParams

setImputeOriginal

H2OAutoMLBuildModelsParams

setIncludeAlgos

setInit

H2OCoxPHParams H2OGLRMParams H2OKMeansParams

setInitLearningRate

setInitStepSize

setInitialBiases

HasInitialBiases

setInitialWeightDistribution

setInitialWeightScale

H2OTargetEncoder HasInputCols

setInitialWeights

HasInitialWeights

setInputCol

H2OWord2Vec

setInputCols

setInputDropoutRatio

setInteractionConstraints

H2OCoxPHParams H2OGAMParams H2OGLMParams

setInteractionPairs

HasInteractionPairs

setInteractions

setInteractionsOnly

setIntercept

H2OGLRMParams H2OKMeansParams H2OPCAParams

setK

setKeep

ColumnPrunerParams

setKeepBinaryModels

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

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 H2ORuleFitParams H2OXGBoostParams

setLabelCol

setLambdaMinRatio

setLambdaSearch

setLambdaValue

H2OGBMParams H2OXGBoostParams

setLeaderboardDataFrame

HasLeaderboardDataFrame

setLearnRate

setLearnRateAnnealing

H2OGBMParams

setLink

setLoadingName

H2OAutoEncoderParams H2ODeepLearningParams H2OGLRMParams

setLoss

setLossByCol

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 H2OGLRMParams H2OKMeansParams H2OPCAParams

setMaxLeaves

H2OAutoMLStoppingCriteriaParams H2OGridSearchRandomDiscreteCriteriaParams

setMaxModels

setMaxNumRules

setMaxRuleLength

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OWord2VecParams H2OXGBoostParams

setMaxRuntimeSecs

setMaxRuntimeSecsPerModel

H2OAutoMLStoppingCriteriaParams

setMaxUpdates

setMaxW2

setMinChildWeight

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setMinRows

setMinRuleLength

H2ODRFParams H2OGBMParams H2OXGBoostParams

setMinSplitImprovement

setMinStepSize

setMinWordFreq

setMiniBatchSize

H2OAutoEncoderParams H2ODeepLearningParams H2OGAMParams H2OGLMParams

setMissingValuesHandling

setModelId

H2OAutoEncoderParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2ORuleFitParams H2OWord2VecParams H2OXGBoostParams

setModelType

setMomentumRamp

setMomentumStable

setMomentumStart

H2ODRFParams H2OIsolationForestParams

setMonotoneConstraints

HasMonotoneConstraints

setMtries

setMultiLoss

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 HasUnsupportedOffsetCol

setOffsetCol

setOneDrop

setOutputCol

H2OWord2Vec

setOutputCols

setOverwriteWithBestModel

setParallelism

setPcaImpl

setPcaMethod

setPeriod

setPlugValues

setPredNoiseBandwidth

H2OGBMParams

setPredictionCol

setPrior

setProblemType

H2OAutoMLBuildControlParams

setProjectName

setQuantileAlpha

H2ODeepLearningParams H2OGBMParams

setQuietMode

H2OAutoEncoderParams H2ODeepLearningParams H2OXGBoostParams

setRandomCols

HasRandomCols

setRandomFamily

setRandomLink

setRate

setRateAnnealing

setRateDecay

setRateDrop

setRecoverSvd

setRegAlpha

setRegLambda

setRegressionStop

H2ODeepLearningParams

setRegularizationX

setRegularizationY

setRemoveCollinearCols

setRemoveDuplicates

setReplicateTrainingData

setRepresentationName

setReproducible

setRho

setRuleGenerationNtrees

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setSampleRate

setSampleRatePerClass

setSampleSize

H2OIsolationForestParams

setSampleType

setSaveMatrixDirectory

setScale

setScalePosWeight

setScaleTpPenaltyMat

setScoreDutyCycle

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OXGBoostParams

setScoreEachIteration

setScoreInterval

setScoreIterationInterval

setScoreTrainingSamples

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

setScoreTreeInterval

setScoreValidationSamples

setScoreValidationSampling

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2ORuleFitParams H2OXGBoostParams

setSeed

setSelectBestModelBy

H2OGridSearchParams

setSentSampleRate

setShuffleTrainingData

H2OAutoEncoderParams H2OCoxPHParams H2ODeepLearningParams

setSingleNodeMode

setSkipDrop

setSolver

setSortMetric

H2OAutoMLInputParams

setSparse

setSparsityBeta

setSplitRatio

H2OAutoEncoderParams H2ODeepLearningParams H2OGAMParams H2OGLMParams H2OKMeansParams

setStandardize

setStandardizeTpGamCols

setStartCol

setStartval

setStopCol

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStoppingMetric

setStoppingRounds

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStoppingTolerance

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

setStrategy

H2OGridSearchCommonCriteriaParams

setStratifyBy

setSubsample

setSvdMethod

setTargetRatioCommToComp

setTheta

setTies

setTrainSamplesPerIteration

H2OGLRMParams H2OPCAParams

setTransform

setTreeMethod

setTweedieLinkPower

H2ODeepLearningParams H2OGBMParams H2OXGBoostParams

setTweediePower

setTweedieVariancePower

H2OAutoEncoderParams H2OCoxPHParams H2ODeepLearningParams H2OPCAParams

setUseAllFactorLevels

setUserPoints

HasUserPoints

setUserX

HasUserX

setUserY

HasUserY

setValidationDataFrame

HasDeprecatedVariableImportances

setValidationLabelCol

HasValidationLabelCol

setVariableImportances

setVecSize

H2OSupervisedAlgorithm H2OAutoEncoderParams H2OAutoMLInputParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2ORuleFitParams H2OXGBoostParams

setWeightCol

setWindowSize

setWithContributions

setWithDetailedPredictionCol

setWithLeafNodeAssignments

setWithStageResults

setWordModel

shuffleTrainingData

H2OAutoEncoderParams H2OCoxPHParams H2ODeepLearningParams

singleNodeMode

skipDrop

solver

sortMetric

H2OAutoMLInputParams

sparkling

h2o

sparse

sparsityBeta

splitRatio

H2OAutoEncoderParams H2ODeepLearningParams H2OGAMParams H2OGLMParams H2OKMeansParams

standardize

standardizeTpGamCols

startCol

startval

stopCol

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

stoppingMetric

stoppingRounds

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

stoppingTolerance

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

strategy

H2OGridSearchCommonCriteriaParams

stratifyBy

subsample

svdMethod