sparkling-water-ml 3.34.0.4-1-2.4 API

gamCols

HasGamCols

gamma

gammaX

gammaY

generateScoringHistory

getActivation

getAdaptiveRate

getAlgo

H2OGridSearchParams

getAlgorithm

getAllModels

H2OAutoML

getAlphaValue

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2ORuleFitParams H2OXGBoostParams

getAucType

getAutoencoder

HasDeprecatedAutoencoder

getAverageActivation

getBackend

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

getBalanceClasses

getBetaConstraints

HasBetaConstraints

getBetaEpsilon

H2OAlgoCommonUtils H2OGridSearch

getBinaryModel

getBinomialDoubleTrees

getBlendingDataFrame

getBooster

getBs

getBuildTreeOneNode

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getCalcLike

H2OAutoEncoderParams H2ODeepLearningParams HasDeprecatedVariableImportances

getCalculateFeatureImportances

getCalibrateModel

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGBMParams H2OIsolationForestParams H2OKMeansParams H2OXGBoostParams

getCalibrationDataFrame

HasCalibrationDataFrame

getCategoricalEncoding

getCheckConstantResponse

getCheckpoint

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

getClassSamplingFactors

getClassificationStop

H2ODeepLearningParams

getClusterSizeConstraints

getColSampleByLevel

getColSampleByNode

getColSampleByTree

getColSampleRate

H2OGBMParams H2OXGBoostParams

getColSampleRateChangePerLevel

H2ODRFParams H2OGBMParams H2OIsolationForestParams

getColSampleRatePerTree

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getColdStart

getColumns

ColumnPrunerParams

getColumnsToCategorical

getComputeMetrics

H2OPCAParams

getComputePValues

H2ODRFParams H2OGAMParams H2OGBMParams H2OGLMParams

getContamination

H2OIsolationForestParams

getCustomDistributionFunc

H2OGBMParams

getCustomMetricFunc

getDiagnostics

DistributionBasedH2OTrainFramePreparation DistributionForClassificationCheck DistributionForRegressionCheck H2ODRFParams H2ODeepLearningParams H2OGBMParams H2ORuleFitParams H2OXGBoostParams

getDistribution

getDmatrixType

getEarlyStopping

getElasticAveraging

getElasticAveragingMovingRate

getElasticAveragingRegularization

H2OAutoEncoderParams H2ODeepLearningParams H2OWord2VecParams

getEnumValue

SupportedAlgos

getEpochs

getEpsilon

getEstimateK

H2OKMeansParams

getEta

H2OAutoMLBuildModelsParams

getExcludeAlgos

getExpandUserY

H2OAutoMLBuildModelsParams

getExploitationRatio

getExportCheckpointsDir

H2OAutoEncoderParams H2OAutoMLBuildControlParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OWord2VecParams H2OXGBoostParams

getExportWeightsAndBiases

FamilyBasedH2OTrainFramePreparation FamilyForClassificationCheck FamilyForRegressionCheck H2OGAMParams H2OGLMParams

getFamily

getFastMode

H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getFeaturesCols

H2OAlgorithmCommonParams

getFoldAssignment

getFoldCol

H2OSupervisedAlgorithmWithFoldColumn H2OAutoMLInputParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getForceLoadBalance

getGainsliftBins

getGamCols

getGamma

getGammaX

getGammaY

getGenerateScoringHistory

getGpuId

getGradientEpsilon

getGridModels

getGridModelsMetrics

getGridModelsParams

getGrowPolicy

getHGLM

getHidden

getHiddenDropoutRatios

getHistogramType

H2ODeepLearningParams H2OGBMParams

getHuberAlpha

getHyperParameters

H2OGridSearchParams

getIgnoreConstCols

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OXGBoostParams

getIgnoredCols

H2OGLRMParams H2OIsolationForestParams HasIgnoredCols

getImputeMissing

H2OPCAParams

getImputeOriginal

H2OAutoMLBuildModelsParams

getIncludeAlgos

getInit

H2OCoxPHParams H2OGLRMParams H2OKMeansParams

getInitLearningRate

getInitStepSize

getInitialBiases

HasInitialBiases

getInitialWeightDistribution

getInitialWeightScale

getInitialWeights

HasInitialWeights

getInputCol

H2OWord2Vec

getInputDropoutRatio

getInteractionConstraints

H2OCoxPHParams H2OGAMParams H2OGLMParams

getInteractionPairs

HasInteractionPairs

getInteractions

getInteractionsOnly

getIntercept

H2OGLRMParams H2OKMeansParams H2OPCAParams

getK

getKeep

ColumnPrunerParams

getKeepBinaryModels

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getKeepCrossValidationFoldAssignment

getKeepCrossValidationModels

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getKeepCrossValidationPredictions

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getKeepGamCols

getKnotIds

getL1

getL2

DistributionBasedH2OTrainFramePreparation FamilyBasedH2OTrainFramePreparation H2OSupervisedAlgorithm H2OAutoMLInputParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2ORuleFitParams H2OXGBoostParams

getLabelCol

getLambdaMinRatio

getLambdaSearch

getLambdaValue

H2OGBMParams H2OXGBoostParams

getLeaderboard

H2OAutoML

getLeaderboardDataFrame

HasLeaderboardDataFrame

getLearnRate

getLearnRateAnnealing

H2OGBMParams

getLink

getLoadingName

H2OAutoEncoderParams H2ODeepLearningParams H2OGLRMParams

getLoss

getLossByCol

getLossByColNames

HasLossByColNames

getLossByColNamesParam

HasLossByColNames

getLreMin

H2OGBMParams H2OXGBoostParams

getMaxAbsLeafnodePred

getMaxActivePredictors

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams

getMaxAfterBalanceSize

getMaxBins

getMaxCategoricalFeatures

H2ODRFParams H2OGAMParams H2OGBMParams H2OGLMParams

getMaxConfusionMatrixSize

getMaxDeltaStep

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getMaxDepth

getMaxIterations

H2OCoxPHParams H2OGAMParams H2OGLMParams H2OGLRMParams H2OKMeansParams H2OPCAParams

getMaxLeaves

H2OAutoMLStoppingCriteriaParams H2OGridSearchRandomDiscreteCriteriaParams

getMaxModels

getMaxNumRules

getMaxRuleLength

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

getMaxRuntimeSecs

getMaxRuntimeSecsPerModel

H2OAutoMLStoppingCriteriaParams

getMaxUpdates

getMaxW2

getMinChildWeight

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getMinRows

getMinRuleLength

getMinSplitImprovement

getMinStepSize

getMinWordFreq

getMiniBatchSize

H2OAutoEncoderParams H2ODeepLearningParams H2OGAMParams H2OGLMParams

getMissingValuesHandling

getModelId

H2OEstimator H2OAutoEncoderParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2ORuleFitParams H2OWord2VecParams H2OXGBoostParams

getModelType

getMomentumRamp

getMomentumStable

getMomentumStart

H2ODRFParams H2OIsolationForestParams

getMonotoneConstraints

HasMonotoneConstraints

getMtries

getMultiLoss

getNbins

getNbinsCats

getNbinsTopLevel

getNesterovAcceleratedGradient

H2OAutoMLBuildControlParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OKMeansParams H2OXGBoostParams

getNfolds

getNlambdas

getNonNegative

getNormModel

getNormalizeType

getNthread

H2OTreeBasedSupervisedAlgorithm H2OTreeBasedUnsupervisedAlgorithm H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getNtrees

getNumKnots

getObjReg

getObjectiveEpsilon

H2OSupervisedAlgorithm H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OXGBoostParams HasUnsupportedOffsetCol

getOffsetCol

getOneDrop

getOutputCol

H2OWord2Vec

getOverwriteWithBestModel

getParallelism

getParam

getPcaImpl

getPcaMethod

getPeriod

getPlugValues

getPredNoiseBandwidth

H2OGBMParams

getPrior

H2OAutoMLBuildControlParams

getProjectName

getQuantileAlpha

H2ODeepLearningParams H2OGBMParams

getQuietMode

H2OAutoEncoderParams H2ODeepLearningParams H2OXGBoostParams

getRandomCols

HasRandomCols

getRandomFamily

getRandomLink

getRate

getRateAnnealing

getRateDecay

getRateDrop

getRecoverSvd

getRegAlpha

getRegLambda

getRegressionStop

H2ODeepLearningParams

getRegularizationX

getRegularizationY

getRemoveCollinearCols

getReplicateTrainingData

getRepresentationName

getReproducible

getRho

getRuleGenerationNtrees

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getSampleRate

getSampleRatePerClass

getSampleSize

H2OIsolationForestParams

getSampleType

getSaveMatrixDirectory

getScale

getScalePosWeight

getScaleTpPenaltyMat

getScoreDutyCycle

H2OAutoEncoderParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGLRMParams H2OIsolationForestParams H2OKMeansParams H2OPCAParams H2OXGBoostParams

getScoreEachIteration

getScoreInterval

getScoreIterationInterval

getScoreTrainingSamples

H2ODRFParams H2OGBMParams H2OIsolationForestParams H2OXGBoostParams

getScoreTreeInterval

getScoreValidationSamples

getScoreValidationSampling

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

getSeed

getSelectBestModelBy

H2OGridSearchParams

getSentSampleRate

getShuffleTrainingData

H2OAutoEncoderParams H2OCoxPHParams H2ODeepLearningParams

getSingleNodeMode

getSkipDrop

getSolver

getSortMetric

H2OAutoMLInputParams

getSparse

getSparsityBeta

getSplitRatio

H2OAutoEncoderParams H2ODeepLearningParams H2OGAMParams H2OGLMParams H2OKMeansParams

getStandardize

getStandardizeTpGamCols

getStartCol

getStartval

getStopCol

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

getStoppingMetric

getStoppingRounds

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

getStoppingTolerance

H2OAutoEncoderParams H2OAutoMLStoppingCriteriaParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2OGridSearchRandomDiscreteCriteriaParams H2OIsolationForestParams H2OXGBoostParams

getStrategy

H2OGridSearchCommonCriteriaParams

getStratifyBy

getSubsample

getSvdMethod

getTargetRatioCommToComp

getTheta

getTies

getTrainSamplesPerIteration

H2OGLRMParams H2OPCAParams

getTransform

getTreeMethod

getTweedieLinkPower

H2ODeepLearningParams H2OGBMParams H2OXGBoostParams

getTweediePower

getTweedieVariancePower

H2OAutoEncoderParams H2OCoxPHParams H2ODeepLearningParams H2OPCAParams

getUseAllFactorLevels

getUserPoints

HasUserPoints

getUserX

HasUserX

getUserY

HasUserY

getValidatedEnumValue

EnumParamValidator

getValidatedEnumValues

EnumParamValidator

getValidationDataFrame

HasDeprecatedVariableImportances

getValidationLabelCol

HasValidationLabelCol

getVariableImportances

getVecSize

H2OSupervisedAlgorithm H2OAutoEncoderParams H2OAutoMLInputParams H2OCoxPHParams H2ODRFParams H2ODeepLearningParams H2OGAMParams H2OGBMParams H2OGLMParams H2ORuleFitParams H2OXGBoostParams

getWeightCol

getWindowSize

getWordModel

gpuId

gradientEpsilon

growPolicy