TrainingOptions
class TrainingOptions extends Collection (View source)
Properties
| protected | $collection_key | ||
| string | $activationFn | ||
| bool | $adjustStepChanges | ||
| bool | $approxGlobalFeatureContrib | ||
| bool | $autoArima | ||
| string | $autoArimaMaxOrder | ||
| string | $autoArimaMinOrder | ||
| bool | $autoClassWeights | ||
| string | $batchSize | ||
| string | $boosterType | ||
| $budgetHours | |||
| bool | $calculatePValues | ||
| string | $categoryEncodingMethod | ||
| bool | $cleanSpikesAndDips | ||
| string | $colorSpace | ||
| $colsampleBylevel | |||
| $colsampleBynode | |||
| $colsampleBytree | |||
| string | $dartNormalizeType | ||
| string | $dataFrequency | ||
| string | $dataSplitColumn | ||
| $dataSplitEvalFraction | |||
| string | $dataSplitMethod | ||
| bool | $decomposeTimeSeries | ||
| string | $distanceType | ||
| $dropout | |||
| bool | $earlyStop | ||
| bool | $enableGlobalExplain | ||
| string | $feedbackType | ||
| bool | $fitIntercept | ||
| $hiddenUnits | |||
| string | $holidayRegion | ||
| string[] | $holidayRegions | ||
| string | $horizon | ||
| string[] | $hparamTuningObjectives | ||
| bool | $includeDrift | ||
| $initialLearnRate | |||
| string[] | $inputLabelColumns | ||
| string | $instanceWeightColumn | ||
| string | $integratedGradientsNumSteps | ||
| string | $itemColumn | ||
| string | $kmeansInitializationColumn | ||
| string | $kmeansInitializationMethod | ||
| $l1RegActivation | |||
| $l1Regularization | |||
| $l2Regularization | |||
| $labelClassWeights | |||
| $learnRate | |||
| string | $learnRateStrategy | ||
| string | $lossType | ||
| string | $maxIterations | ||
| string | $maxParallelTrials | ||
| string | $maxTimeSeriesLength | ||
| string | $maxTreeDepth | ||
| $minRelativeProgress | |||
| $minSplitLoss | |||
| string | $minTimeSeriesLength | ||
| string | $minTreeChildWeight | ||
| string | $modelRegistry | ||
| string | $modelUri | ||
| protected | $nonSeasonalOrderType | ||
| protected | $nonSeasonalOrderDataType | ||
| string | $numClusters | ||
| string | $numFactors | ||
| string | $numParallelTree | ||
| string | $numPrincipalComponents | ||
| string | $numTrials | ||
| string | $optimizationStrategy | ||
| string | $optimizer | ||
| $pcaExplainedVarianceRatio | |||
| string | $pcaSolver | ||
| string | $sampledShapleyNumPaths | ||
| bool | $scaleFeatures | ||
| bool | $standardizeFeatures | ||
| $subsample | |||
| string | $tfVersion | ||
| string | $timeSeriesDataColumn | ||
| string | $timeSeriesIdColumn | ||
| string[] | $timeSeriesIdColumns | ||
| $timeSeriesLengthFraction | |||
| string | $timeSeriesTimestampColumn | ||
| string | $treeMethod | ||
| string | $trendSmoothingWindowSize | ||
| string | $userColumn | ||
| string[] | $vertexAiModelVersionAliases | ||
| $walsAlpha | |||
| bool | $warmStart | ||
| string | $xgboostVersion |
Methods
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
No description
Details
setActivationFn($activationFn)
No description
string
getActivationFn()
No description
setAdjustStepChanges($adjustStepChanges)
No description
bool
getAdjustStepChanges()
No description
setApproxGlobalFeatureContrib($approxGlobalFeatureContrib)
No description
bool
getApproxGlobalFeatureContrib()
No description
setAutoArima($autoArima)
No description
bool
getAutoArima()
No description
setAutoArimaMaxOrder($autoArimaMaxOrder)
No description
string
getAutoArimaMaxOrder()
No description
setAutoArimaMinOrder($autoArimaMinOrder)
No description
string
getAutoArimaMinOrder()
No description
setAutoClassWeights($autoClassWeights)
No description
bool
getAutoClassWeights()
No description
setBatchSize($batchSize)
No description
string
getBatchSize()
No description
setBoosterType($boosterType)
No description
string
getBoosterType()
No description
setBudgetHours($budgetHours)
No description
getBudgetHours()
No description
setCalculatePValues($calculatePValues)
No description
bool
getCalculatePValues()
No description
setCategoryEncodingMethod($categoryEncodingMethod)
No description
string
getCategoryEncodingMethod()
No description
setCleanSpikesAndDips($cleanSpikesAndDips)
No description
bool
getCleanSpikesAndDips()
No description
setColorSpace($colorSpace)
No description
string
getColorSpace()
No description
setColsampleBylevel($colsampleBylevel)
No description
getColsampleBylevel()
No description
setColsampleBynode($colsampleBynode)
No description
getColsampleBynode()
No description
setColsampleBytree($colsampleBytree)
No description
getColsampleBytree()
No description
setDartNormalizeType($dartNormalizeType)
No description
string
getDartNormalizeType()
No description
setDataFrequency($dataFrequency)
No description
string
getDataFrequency()
No description
setDataSplitColumn($dataSplitColumn)
No description
string
getDataSplitColumn()
No description
setDataSplitEvalFraction($dataSplitEvalFraction)
No description
getDataSplitEvalFraction()
No description
setDataSplitMethod($dataSplitMethod)
No description
string
getDataSplitMethod()
No description
setDecomposeTimeSeries($decomposeTimeSeries)
No description
bool
getDecomposeTimeSeries()
No description
setDistanceType($distanceType)
No description
string
getDistanceType()
No description
setDropout($dropout)
No description
getDropout()
No description
setEarlyStop($earlyStop)
No description
bool
getEarlyStop()
No description
setEnableGlobalExplain($enableGlobalExplain)
No description
bool
getEnableGlobalExplain()
No description
setFeedbackType($feedbackType)
No description
string
getFeedbackType()
No description
setFitIntercept($fitIntercept)
No description
bool
getFitIntercept()
No description
setHiddenUnits($hiddenUnits)
No description
string[]
getHiddenUnits()
No description
setHolidayRegion($holidayRegion)
No description
string
getHolidayRegion()
No description
setHolidayRegions($holidayRegions)
No description
string[]
getHolidayRegions()
No description
setHorizon($horizon)
No description
string
getHorizon()
No description
setHparamTuningObjectives($hparamTuningObjectives)
No description
string[]
getHparamTuningObjectives()
No description
setIncludeDrift($includeDrift)
No description
bool
getIncludeDrift()
No description
setInitialLearnRate($initialLearnRate)
No description
getInitialLearnRate()
No description
setInputLabelColumns($inputLabelColumns)
No description
string[]
getInputLabelColumns()
No description
setInstanceWeightColumn($instanceWeightColumn)
No description
string
getInstanceWeightColumn()
No description
setIntegratedGradientsNumSteps($integratedGradientsNumSteps)
No description
string
getIntegratedGradientsNumSteps()
No description
setItemColumn($itemColumn)
No description
string
getItemColumn()
No description
setKmeansInitializationColumn($kmeansInitializationColumn)
No description
string
getKmeansInitializationColumn()
No description
setKmeansInitializationMethod($kmeansInitializationMethod)
No description
string
getKmeansInitializationMethod()
No description
setL1RegActivation($l1RegActivation)
No description
getL1RegActivation()
No description
setL1Regularization($l1Regularization)
No description
getL1Regularization()
No description
setL2Regularization($l2Regularization)
No description
getL2Regularization()
No description
setLabelClassWeights($labelClassWeights)
No description
getLabelClassWeights()
No description
setLearnRate($learnRate)
No description
getLearnRate()
No description
setLearnRateStrategy($learnRateStrategy)
No description
string
getLearnRateStrategy()
No description
setLossType($lossType)
No description
string
getLossType()
No description
setMaxIterations($maxIterations)
No description
string
getMaxIterations()
No description
setMaxParallelTrials($maxParallelTrials)
No description
string
getMaxParallelTrials()
No description
setMaxTimeSeriesLength($maxTimeSeriesLength)
No description
string
getMaxTimeSeriesLength()
No description
setMaxTreeDepth($maxTreeDepth)
No description
string
getMaxTreeDepth()
No description
setMinRelativeProgress($minRelativeProgress)
No description
getMinRelativeProgress()
No description
setMinSplitLoss($minSplitLoss)
No description
getMinSplitLoss()
No description
setMinTimeSeriesLength($minTimeSeriesLength)
No description
string
getMinTimeSeriesLength()
No description
setMinTreeChildWeight($minTreeChildWeight)
No description
string
getMinTreeChildWeight()
No description
setModelRegistry($modelRegistry)
No description
string
getModelRegistry()
No description
setModelUri($modelUri)
No description
string
getModelUri()
No description
setNonSeasonalOrder(ArimaOrder $nonSeasonalOrder)
No description
ArimaOrder
getNonSeasonalOrder()
No description
setNumClusters($numClusters)
No description
string
getNumClusters()
No description
setNumFactors($numFactors)
No description
string
getNumFactors()
No description
setNumParallelTree($numParallelTree)
No description
string
getNumParallelTree()
No description
setNumPrincipalComponents($numPrincipalComponents)
No description
string
getNumPrincipalComponents()
No description
setNumTrials($numTrials)
No description
string
getNumTrials()
No description
setOptimizationStrategy($optimizationStrategy)
No description
string
getOptimizationStrategy()
No description
setOptimizer($optimizer)
No description
string
getOptimizer()
No description
setPcaExplainedVarianceRatio($pcaExplainedVarianceRatio)
No description
getPcaExplainedVarianceRatio()
No description
setPcaSolver($pcaSolver)
No description
string
getPcaSolver()
No description
setSampledShapleyNumPaths($sampledShapleyNumPaths)
No description
string
getSampledShapleyNumPaths()
No description
setScaleFeatures($scaleFeatures)
No description
bool
getScaleFeatures()
No description
setStandardizeFeatures($standardizeFeatures)
No description
bool
getStandardizeFeatures()
No description
setSubsample($subsample)
No description
getSubsample()
No description
setTfVersion($tfVersion)
No description
string
getTfVersion()
No description
setTimeSeriesDataColumn($timeSeriesDataColumn)
No description
string
getTimeSeriesDataColumn()
No description
setTimeSeriesIdColumn($timeSeriesIdColumn)
No description
string
getTimeSeriesIdColumn()
No description
setTimeSeriesIdColumns($timeSeriesIdColumns)
No description
string[]
getTimeSeriesIdColumns()
No description
setTimeSeriesLengthFraction($timeSeriesLengthFraction)
No description
getTimeSeriesLengthFraction()
No description
setTimeSeriesTimestampColumn($timeSeriesTimestampColumn)
No description
string
getTimeSeriesTimestampColumn()
No description
setTreeMethod($treeMethod)
No description
string
getTreeMethod()
No description
setTrendSmoothingWindowSize($trendSmoothingWindowSize)
No description
string
getTrendSmoothingWindowSize()
No description
setUserColumn($userColumn)
No description
string
getUserColumn()
No description
setVertexAiModelVersionAliases($vertexAiModelVersionAliases)
No description
string[]
getVertexAiModelVersionAliases()
No description
setWalsAlpha($walsAlpha)
No description
getWalsAlpha()
No description
setWarmStart($warmStart)
No description
bool
getWarmStart()
No description
setXgboostVersion($xgboostVersion)
No description
string
getXgboostVersion()
No description