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<?php
/*
* Copyright 2014 Google Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License"); you may not
* use this file except in compliance with the License. You may obtain a copy of
* the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* License for the specific language governing permissions and limitations under
* the License.
*/
class Google_Service_Bigquery_TrainingOptions extends Google_Collection
{
protected $collection_key = 'timeSeriesIdColumns';
public $adjustStepChanges;
public $autoArima;
public $autoArimaMaxOrder;
public $batchSize;
public $cleanSpikesAndDips;
public $dataFrequency;
public $dataSplitColumn;
public $dataSplitEvalFraction;
public $dataSplitMethod;
public $decomposeTimeSeries;
public $distanceType;
public $dropout;
public $earlyStop;
public $feedbackType;
public $hiddenUnits;
public $holidayRegion;
public $horizon;
public $includeDrift;
public $initialLearnRate;
public $inputLabelColumns;
public $itemColumn;
public $kmeansInitializationColumn;
public $kmeansInitializationMethod;
public $l1Regularization;
public $l2Regularization;
public $labelClassWeights;
public $learnRate;
public $learnRateStrategy;
public $lossType;
public $maxIterations;
public $maxTreeDepth;
public $minRelativeProgress;
public $minSplitLoss;
public $modelUri;
protected $nonSeasonalOrderType = 'Google_Service_Bigquery_ArimaOrder';
protected $nonSeasonalOrderDataType = '';
public $numClusters;
public $numFactors;
public $optimizationStrategy;
public $preserveInputStructs;
public $subsample;
public $timeSeriesDataColumn;
public $timeSeriesIdColumn;
public $timeSeriesIdColumns;
public $timeSeriesTimestampColumn;
public $userColumn;
public $walsAlpha;
public $warmStart;
public function setAdjustStepChanges($adjustStepChanges)
{
$this->adjustStepChanges = $adjustStepChanges;
}
public function getAdjustStepChanges()
{
return $this->adjustStepChanges;
}
public function setAutoArima($autoArima)
{
$this->autoArima = $autoArima;
}
public function getAutoArima()
{
return $this->autoArima;
}
public function setAutoArimaMaxOrder($autoArimaMaxOrder)
{
$this->autoArimaMaxOrder = $autoArimaMaxOrder;
}
public function getAutoArimaMaxOrder()
{
return $this->autoArimaMaxOrder;
}
public function setBatchSize($batchSize)
{
$this->batchSize = $batchSize;
}
public function getBatchSize()
{
return $this->batchSize;
}
public function setCleanSpikesAndDips($cleanSpikesAndDips)
{
$this->cleanSpikesAndDips = $cleanSpikesAndDips;
}
public function getCleanSpikesAndDips()
{
return $this->cleanSpikesAndDips;
}
public function setDataFrequency($dataFrequency)
{
$this->dataFrequency = $dataFrequency;
}
public function getDataFrequency()
{
return $this->dataFrequency;
}
public function setDataSplitColumn($dataSplitColumn)
{
$this->dataSplitColumn = $dataSplitColumn;
}
public function getDataSplitColumn()
{
return $this->dataSplitColumn;
}
public function setDataSplitEvalFraction($dataSplitEvalFraction)
{
$this->dataSplitEvalFraction = $dataSplitEvalFraction;
}
public function getDataSplitEvalFraction()
{
return $this->dataSplitEvalFraction;
}
public function setDataSplitMethod($dataSplitMethod)
{
$this->dataSplitMethod = $dataSplitMethod;
}
public function getDataSplitMethod()
{
return $this->dataSplitMethod;
}
public function setDecomposeTimeSeries($decomposeTimeSeries)
{
$this->decomposeTimeSeries = $decomposeTimeSeries;
}
public function getDecomposeTimeSeries()
{
return $this->decomposeTimeSeries;
}
public function setDistanceType($distanceType)
{
$this->distanceType = $distanceType;
}
public function getDistanceType()
{
return $this->distanceType;
}
public function setDropout($dropout)
{
$this->dropout = $dropout;
}
public function getDropout()
{
return $this->dropout;
}
public function setEarlyStop($earlyStop)
{
$this->earlyStop = $earlyStop;
}
public function getEarlyStop()
{
return $this->earlyStop;
}
public function setFeedbackType($feedbackType)
{
$this->feedbackType = $feedbackType;
}
public function getFeedbackType()
{
return $this->feedbackType;
}
public function setHiddenUnits($hiddenUnits)
{
$this->hiddenUnits = $hiddenUnits;
}
public function getHiddenUnits()
{
return $this->hiddenUnits;
}
public function setHolidayRegion($holidayRegion)
{
$this->holidayRegion = $holidayRegion;
}
public function getHolidayRegion()
{
return $this->holidayRegion;
}
public function setHorizon($horizon)
{
$this->horizon = $horizon;
}
public function getHorizon()
{
return $this->horizon;
}
public function setIncludeDrift($includeDrift)
{
$this->includeDrift = $includeDrift;
}
public function getIncludeDrift()
{
return $this->includeDrift;
}
public function setInitialLearnRate($initialLearnRate)
{
$this->initialLearnRate = $initialLearnRate;
}
public function getInitialLearnRate()
{
return $this->initialLearnRate;
}
public function setInputLabelColumns($inputLabelColumns)
{
$this->inputLabelColumns = $inputLabelColumns;
}
public function getInputLabelColumns()
{
return $this->inputLabelColumns;
}
public function setItemColumn($itemColumn)
{
$this->itemColumn = $itemColumn;
}
public function getItemColumn()
{
return $this->itemColumn;
}
public function setKmeansInitializationColumn($kmeansInitializationColumn)
{
$this->kmeansInitializationColumn = $kmeansInitializationColumn;
}
public function getKmeansInitializationColumn()
{
return $this->kmeansInitializationColumn;
}
public function setKmeansInitializationMethod($kmeansInitializationMethod)
{
$this->kmeansInitializationMethod = $kmeansInitializationMethod;
}
public function getKmeansInitializationMethod()
{
return $this->kmeansInitializationMethod;
}
public function setL1Regularization($l1Regularization)
{
$this->l1Regularization = $l1Regularization;
}
public function getL1Regularization()
{
return $this->l1Regularization;
}
public function setL2Regularization($l2Regularization)
{
$this->l2Regularization = $l2Regularization;
}
public function getL2Regularization()
{
return $this->l2Regularization;
}
public function setLabelClassWeights($labelClassWeights)
{
$this->labelClassWeights = $labelClassWeights;
}
public function getLabelClassWeights()
{
return $this->labelClassWeights;
}
public function setLearnRate($learnRate)
{
$this->learnRate = $learnRate;
}
public function getLearnRate()
{
return $this->learnRate;
}
public function setLearnRateStrategy($learnRateStrategy)
{
$this->learnRateStrategy = $learnRateStrategy;
}
public function getLearnRateStrategy()
{
return $this->learnRateStrategy;
}
public function setLossType($lossType)
{
$this->lossType = $lossType;
}
public function getLossType()
{
return $this->lossType;
}
public function setMaxIterations($maxIterations)
{
$this->maxIterations = $maxIterations;
}
public function getMaxIterations()
{
return $this->maxIterations;
}
public function setMaxTreeDepth($maxTreeDepth)
{
$this->maxTreeDepth = $maxTreeDepth;
}
public function getMaxTreeDepth()
{
return $this->maxTreeDepth;
}
public function setMinRelativeProgress($minRelativeProgress)
{
$this->minRelativeProgress = $minRelativeProgress;
}
public function getMinRelativeProgress()
{
return $this->minRelativeProgress;
}
public function setMinSplitLoss($minSplitLoss)
{
$this->minSplitLoss = $minSplitLoss;
}
public function getMinSplitLoss()
{
return $this->minSplitLoss;
}
public function setModelUri($modelUri)
{
$this->modelUri = $modelUri;
}
public function getModelUri()
{
return $this->modelUri;
}
/**
* @param Google_Service_Bigquery_ArimaOrder
*/
public function setNonSeasonalOrder(Google_Service_Bigquery_ArimaOrder $nonSeasonalOrder)
{
$this->nonSeasonalOrder = $nonSeasonalOrder;
}
/**
* @return Google_Service_Bigquery_ArimaOrder
*/
public function getNonSeasonalOrder()
{
return $this->nonSeasonalOrder;
}
public function setNumClusters($numClusters)
{
$this->numClusters = $numClusters;
}
public function getNumClusters()
{
return $this->numClusters;
}
public function setNumFactors($numFactors)
{
$this->numFactors = $numFactors;
}
public function getNumFactors()
{
return $this->numFactors;
}
public function setOptimizationStrategy($optimizationStrategy)
{
$this->optimizationStrategy = $optimizationStrategy;
}
public function getOptimizationStrategy()
{
return $this->optimizationStrategy;
}
public function setPreserveInputStructs($preserveInputStructs)
{
$this->preserveInputStructs = $preserveInputStructs;
}
public function getPreserveInputStructs()
{
return $this->preserveInputStructs;
}
public function setSubsample($subsample)
{
$this->subsample = $subsample;
}
public function getSubsample()
{
return $this->subsample;
}
public function setTimeSeriesDataColumn($timeSeriesDataColumn)
{
$this->timeSeriesDataColumn = $timeSeriesDataColumn;
}
public function getTimeSeriesDataColumn()
{
return $this->timeSeriesDataColumn;
}
public function setTimeSeriesIdColumn($timeSeriesIdColumn)
{
$this->timeSeriesIdColumn = $timeSeriesIdColumn;
}
public function getTimeSeriesIdColumn()
{
return $this->timeSeriesIdColumn;
}
public function setTimeSeriesIdColumns($timeSeriesIdColumns)
{
$this->timeSeriesIdColumns = $timeSeriesIdColumns;
}
public function getTimeSeriesIdColumns()
{
return $this->timeSeriesIdColumns;
}
public function setTimeSeriesTimestampColumn($timeSeriesTimestampColumn)
{
$this->timeSeriesTimestampColumn = $timeSeriesTimestampColumn;
}
public function getTimeSeriesTimestampColumn()
{
return $this->timeSeriesTimestampColumn;
}
public function setUserColumn($userColumn)
{
$this->userColumn = $userColumn;
}
public function getUserColumn()
{
return $this->userColumn;
}
public function setWalsAlpha($walsAlpha)
{
$this->walsAlpha = $walsAlpha;
}
public function getWalsAlpha()
{
return $this->walsAlpha;
}
public function setWarmStart($warmStart)
{
$this->warmStart = $warmStart;
}
public function getWarmStart()
{
return $this->warmStart;
}
}
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