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datarobot  

'DataRobot' Predictive Modeling API
View on CRAN: Click here


Download and install datarobot package within the R console
Install from CRAN:
install.packages("datarobot")

Install from Github:
library("remotes")
install_github("cran/datarobot")

Install by package version:
library("remotes")
install_version("datarobot", "2.18.6")



Attach the package and use:
library("datarobot")
Maintained by
AJ Alon
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-05-17
Latest Update: 2023-11-02
Description:
For working with the 'DataRobot' predictive modeling platform's API .
How to cite:
AJ Alon (2016). datarobot: 'DataRobot' Predictive Modeling API. R package version 2.18.6, https://cran.r-project.org/web/packages/datarobot. Accessed 22 Dec. 2024.
Previous versions and publish date:
2.2.32 (2016-05-17 01:06), 2.3.1 (2016-08-31 20:46), 2.4.0 (2016-12-01 20:08), 2.6.0 (2017-04-16 09:15), 2.7.1 (2017-09-20 23:42), 2.8.0 (2018-01-17 16:05), 2.9.0 (2018-09-11 08:50), 2.10.0 (2018-11-19 06:20), 2.11.0 (2019-01-12 06:30), 2.12.0 (2019-02-12 10:55), 2.12.1 (2019-02-27 07:40), 2.13.0 (2019-05-24 06:20), 2.14.0 (2019-07-22 06:20), 2.14.1 (2019-08-02 09:10), 2.14.2 (2019-08-28 07:20), 2.15.0 (2019-11-18 23:00), 2.16.0 (2020-01-07 18:00), 2.17.0 (2020-02-22 06:50), 2.17.1 (2020-07-01 14:00), 2.18.0 (2021-06-02 08:00), 2.18.1 (2022-04-13 01:52), 2.18.2 (2022-05-06 11:20), 2.18.4 (2023-08-07 22:00), 2.18.5 (2023-11-02 21:50)
Other packages that cited datarobot R package
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Other R packages that datarobot depends, imports, suggests or enhances
Complete documentation for datarobot
Functions, R codes and Examples using the datarobot R package
Some associated functions: AddEureqaSolution . ApplySchema . AutopilotMode . BatchFeaturesTypeTransform . BlendMethods . BlueprintChartToGraphviz . CheckUrl . ClassificationDeploymentAccuracyMetric . CleanServerData . CloneProject . ComputeDatetimeTrendPlots . ConnectToDataRobot . ConstructDurationString . CreateBacktestSpecification . CreateCalendar . CreateComplianceDocumentation . CreateDataSource . CreateDataStore . CreateDatetimePartitionSpecification . CreateDeployment . CreateDerivedFeatures . CreateFeaturelist . CreateGroupPartition . CreateModelingFeaturelist . CreatePrimeCode . CreateRandomPartition . CreateRatingTable . CreateStratifiedPartition . CreateUserPartition . CrossValidateModel . DataPartition . DataPathFromDataArg . DataSubset . DatetimeTrendPlotsResolutions . DatetimeTrendPlotsStatuses . DeleteAnomalyAssessmentRecord . DeleteCalendar . DeleteComplianceDocTemplate . DeleteDataSource . DeleteDataStore . DeleteDeployment . DeleteFeaturelist . DeleteJob . DeleteModel . DeleteModelJob . DeleteModelingFeaturelist . DeletePredictJob . DeletePredictionDataset . DeletePredictionExplanations . DeletePredictionExplanationsInitialization . DeleteProject . DeleteTransferableModel . DeploymentAccuracyMetric . DeploymentServiceHealthMetric . DeprecatedHeaderMessage . DifferencingMethod . DownloadComplianceDocTemplate . DownloadComplianceDocumentation . DownloadPredictionExplanations . DownloadPrimeCode . DownloadRatingTable . DownloadScoringCode . DownloadSeriesAccuracy . DownloadTimeSeriesFeatureDerivationLog . DownloadTrainingPredictions . DownloadTransferableModel . ExpectHasKeys . FeatureFromAsyncUrl . GenerateDatetimePartition . GetAccuracyOverTimePlot . GetAccuracyOverTimePlotPreview . GetAccuracyOverTimePlotsMetadata . GetAnomalyAssessmentExplanations . GetAnomalyAssessmentPredictionsPreview . GetBlenderModel . GetBlenderModelFromJobId . GetBlueprint . GetBlueprintChart . GetBlueprintDocumentation . GetCalendar . GetCalendarFromProject . GetComplianceDocTemplate . GetConfusionChart . GetCrossValidationScores . GetDataSource . GetDataStore . GetDataStoreSchemas . GetDataStoreTables . GetDatetimeModel . GetDatetimeModelFromJobId . GetDatetimePartition . GetDeployment . GetDeploymentAccuracy . GetDeploymentAccuracyOverTime . GetDeploymentAssociationId . GetDeploymentDriftTrackingSettings . GetDeploymentServiceStats . GetDeploymentServiceStatsOverTime . GetDeploymentSettings . GetDriver . GetFeatureAssociationMatrix . GetFeatureAssociationMatrixDetails . GetFeatureHistogram . GetFeatureImpact . GetFeatureImpactForJobId . GetFeatureImpactForModel . GetFeatureInfo . GetFeaturelist . GetFrozenModel . GetFrozenModelFromJobId . GetGeneralizedInsight . GetJob . GetLiftChart . GetMissingValuesReport . GetModel . GetModelBlueprintChart . GetModelBlueprintDocumentation . GetModelCapabilities . GetModelFromJobId . GetModelJob . GetModelParameters . GetModelRecommendation . GetModelingFeaturelist . GetMultiSeriesProperties . GetParetoFront . GetPredictJob . GetPredictJobs . GetPredictionDataset . GetPredictionExplanations . GetPredictionExplanationsInitialization . GetPredictionExplanationsInitializationFromJobId . GetPredictionExplanationsMetadata . GetPredictionExplanationsMetadataFromJobId . GetPredictionExplanationsRows . GetPredictionExplanationsRowsAsDataFrame . GetPredictions . GetPrimeEligibility . GetPrimeFile . GetPrimeFileFromJobId . GetPrimeModel . GetPrimeModelFromJobId . GetProject . GetProjectStatus . GetRatingTable . GetRatingTableFromJobId . GetRatingTableModel . GetRatingTableModelFromJobId . GetRecommendedModel . GetRedirectFromResponse . GetResidualsChart . GetRocCurve . GetRulesets . GetSeriesAccuracy . GetSeriesAccuracyForModel . GetServerDataInRows . GetTimeSeriesFeatureDerivationLog . GetTrainingPredictionDataFrame . GetTrainingPredictions . GetTrainingPredictionsForModel . GetTrainingPredictionsFromJobId . GetTransferableModel . GetTuningParameters . GetValidMetrics . GetWordCloud . InitializeAnomalyAssessment . IsBlenderEligible . IsId . IsParameterIn . JobStatus . JobType . ListAnomalyAssessmentRecords . ListBlueprints . ListCalendars . ListComplianceDocTemplates . ListConfusionCharts . ListDataSources . ListDataStores . ListDeployments . ListDrivers . ListFeatureInfo . ListFeaturelists . ListJobs . ListLiftCharts . ListModelFeatures . ListModelJobs . ListModelRecommendations . ListModelingFeaturelists . ListModels . ListPredictionDatasets . ListPredictionExplanationsMetadata . ListPredictionServers . ListPredictions . ListPrimeFiles . ListPrimeModels . ListProjects . ListRatingTableModels . ListRatingTables . ListResidualsCharts . ListRocCurves . ListSharingAccess . ListStarredModels . ListTrainingPredictions . ListTransferableModels . MakeDataRobotRequest . ModelCapability . ModelReplacementReason . MulticlassDeploymentAccuracyMetric . PauseQueue . PeriodicityMaxTimeStep . PeriodicityTimeUnits . PostgreSQLdrivers . Predict . PredictionDatasetFromAsyncUrl . PrimeLanguage . ProjectFromJobResponse . ProjectStage . RFC3339DateTimeFormat . RecommendedModelType . ReformatMetrics . RegressionDeploymentAccuracyMetric . RenameRatingTable . ReplaceDeployedModel . RequestApproximation . RequestBlender . RequestCrossSeriesDetection . RequestFeatureImpact . RequestFrozenDatetimeModel . RequestFrozenModel . RequestMultiSeriesDetection . RequestNewDatetimeModel . RequestNewModel . RequestNewRatingTableModel . RequestPredictionExplanations . RequestPredictionExplanationsInitialization . RequestPredictions . RequestPrimeModel . RequestSampleSizeUpdate . RequestSeriesAccuracy . RequestTrainingPredictions . RequestTransferableModel . RunInteractiveTuning . ScoreBacktests . SegmentAnalysisAttribute . SeriesAggregationType . SetPredictionThreshold . SetTarget . SetupProject . SetupProjectFromDataSource . SetupProjectFromHDFS . Share . SharingRole . SourceType . StarModel . StartNewAutoPilot . StartProject . StartRetryWaiter . StartTuningSession . Stringify . SubmitActuals . TargetLeakageType . TargetType . TestDataStore . TimeUnits . ToggleStarForModel . TreatAsExponential . TryingToSubmitNull . UnpauseQueue . UnstarModel . UpdateAccess . UpdateCalendar . UpdateComplianceDocTemplate . UpdateDataSource . UpdateDataStore . UpdateDeploymentDriftTrackingSettings . UpdateDeploymentSettings . UpdateFeaturelist . UpdateModelingFeaturelist . UpdateProject . UpdateTransferableModel . UploadComplianceDocTemplate . UploadData . UploadPredictionDataset . UploadPredictionDatasetFromDataSource . UploadTransferableModel . ValidateActuals . ValidateCalendar . ValidateModel . ValidateMultiSeriesProperties . ValidateParameterIn . ValidatePartition . ValidateProject . ValidateReplaceDeployedModel . VariableTransformTypes . ViewWebModel . ViewWebProject . WaitForAutopilot . WaitForJobToComplete . as.data.frame . as.dataRobotDeploymentAssociationIdSettings . as.dataRobotFeatureInfo . as.dataRobotMultiSeriesProperties . as.dataRobotProjectShort . cvMethods . datarobot-package . formatRFC3339Timestamp . parseRFC3339Timestamp . plot.listOfModels . predict.dataRobotModel . reorderColumns . summary.dataRobotModel . summary.listOfDataRobotTuningParameters . tidyServiceOverTimeObject . transformRFC3339Period . validateReportingPeriodTime . 
Some associated R codes: AdvancedTuning.R . AnomalyAssessment.R . ApplySchema.R . Blenders.R . Blueprints.R . Calendars.R . CloneProject.R . ComplianceDocumentation.R . ConfusionChart.R . ConnectToDataRobot.R . ConnectionViewer.R . CreatePrimeCode.R . DataRobot.R . DataRobotRequests.R . DataSources.R . DataStores.R . DatetimeTrendPlots.R . DeleteModelJob.R . DeletePredictJob.R . Deployment.R . DeploymentAccuracy.R . DeploymentMonitoringUtils.R . DeploymentServiceStats.R . Deprecated.R . DownloadPrimeCode.R . Drivers.R . Enums.R . Exceptions.R . FeatureAssociations.R . FeatureImpact.R . FeatureLogs.R . Featurelists.R . Features.R . GetPredictJobs.R . GetPredictions.R . GetPrimeEligibility.R . GetRulesets.R . GetValidMetrics.R . Insights.R . Jobs.R . LiftChart.R . ListFeaturelists.R . ListModelJobs.R . MissingValuesReport.R . ModelRecommendations.R . Models.R . MultiSeries.R . ParetoFront.R . Partitions.R . PauseQueue.R . PredictionDatasets.R . PredictionExplanations.R . PrimeFiles.R . PrimeModels.R . Projects.R . RatingTables.R . ReformatMetrics.R . RequestApproximation.R . RequestPrimeModel.R . RequestSampleSizeUpdate.R . ResidualsChart.R . RocCurve.R . SeriesAccuracy.R . ServerData.R . SetupProject.R . Sharing.R . StarredModels.R . StartAutopilot.R . StartRetryWaiter.R . Stringify.R . TimeUtils.R . TrainingPredictions.R . TransferableModels.R . UnpauseQueue.R . UploadData.R . Validate.R . ViewWebModel.R . ViewWebProject.R . WaitForAsyncReturn.R . WaitForAutopilot.R . WaitForJobToComplete.R . WordCloud.R . asDataFrame.R . listSubclass.R . plot.listOfModels.R . summaryMethods.R . utils.R . zzz.R .  Full datarobot package functions and examples
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