ApplySchema             Apply a schema to DataRobot objects (lists,
                        frames)
AutopilotMode           Autopilot modes
BlendMethods            Blend methods
BlueprintChartToGraphviz
                        Convert a blueprint chart into graphviz DOT
                        format
CleanServerData         Reformat paginated data returned from the
                        server.
ConnectToDataRobot      Establish a connection to the DataRobot
                        modeling engine
ConstructDurationString
                        Construct a valid string representing a
                        duration in accordance with ISO8601
CreateBacktestSpecification
                        Create a list describing backtest parameters
CreateDataSource        Create a data source.
CreateDataStore         Create a data store.
CreateDatetimePartitionSpecification
                        Create a list describing datetime partition
                        parameters
CreateDerivedFeatures   Derived Features
CreateFeaturelist       Create a new featurelist in a DataRobot project
CreateGroupPartition    Create a group-based S3 object of class
                        partition for the SetTarget function
CreateModelingFeaturelist
                        This function allows the user to create a new
                        featurelist in a project by specifying its name
                        and a list of variables to be included
CreatePrimeCode         Create and validate the downloadable code for
                        the ruleset associated with this model
CreateRandomPartition   Create a random sampling-based S3 object of
                        class partition for the SetTarget function
CreateRatingTable       Creates and validates a new rating table from
                        an uploaded CSV.
CreateStratifiedPartition
                        Create a stratified sampling-based S3 object of
                        class partition for the SetTarget function
CreateUserPartition     Create a class partition object for use in the
                        SetTarget function representing a user-defined
                        partition.
CrossValidateModel      Run cross validation on a model.
DataPartition           Data Partition methods
DataPathFromDataArg     Get the data path.
DataSubset              Data subset for training predictions
DeleteDataSource        Delete a data store.
DeleteDataStore         Delete a data store.
DeleteJob               Cancel a running job
DeleteModel             Delete a specified DataRobot model
DeleteModelJob          Delete a model job from the modeling queue
DeletePredictJob        Function to delete one predict job from the
                        DataRobot queue
DeletePredictionDataset
                        Delete a specified prediction dataset
DeleteProject           Delete a specified element from the DataRobot
                        project list
DeleteReasonCodes       Function to delete reason codes
DeleteReasonCodesInitialization
                        Delete the reason codes initialization for a
                        model.
DeleteTransferrableModel
                        Delete this imported model.
DifferencingMethod      Differencing method
DownloadPrimeCode       Download the code of DataRobot Prime model and
                        save it to a file.
DownloadRatingTable     Download a rating table to a CSV.
DownloadReasonCodes     Function to download and save reason codes rows
                        as csv file
DownloadScoringCode     Download scoring code JAR
DownloadTimeSeriesFeatureDerivationLog
                        Download the time series feature derivation log
                        as a text file.
DownloadTrainingPredictions
                        Download training predictions on a specified
                        data set.
DownloadTransferrableModel
                        Download an transferrable model file for use in
                        an on-premise DataRobot standalone prediction
                        environment.
ExpectHasKeys           Make sure that the object has all of the keys
                        specified. Also tests that there are not
                        additional keys if 'allowAdditional' is FALSE
                        (default).
FeatureFromAsyncUrl     Retrieve a feature from the creation URL
GenerateDatetimePartition
                        Preview the full partitioning determined by a
                        DatetimePartitioningSpecification
GetAllLiftCharts        Retrieve lift chart data for a model for all
                        available data partitions (deprecated)
GetAllReasonCodesRowsAsDataFrame
                        Retrieve all reason codes rows and return them
                        as a data frame
GetAllRocCurves         Retrieve ROC curve data for a model for all
                        available data partitions (deprecated version)
GetBlenderModel         Retrieve the details of a specified blender
                        model
GetBlenderModelFromJobId
                        Retrieve a new or updated blender model defined
                        by modelJobId
GetBlueprint            Retrieve a blueprint
GetBlueprintChart       Retrieve a blueprint chart
GetBlueprintDocumentation
                        Get documentation for tasks used in the
                        blueprint
GetConfusionChart       Retrieve a model's confusion chart for a
                        specified source.
GetDataSource           Returns information about a particular data
                        source.
GetDataStore            Returns information about a particular data
                        store.
GetDataStoreSchemas     Get the schemas associated with a data store.
GetDataStoreTables      Get all tables associated with a data store.
GetDatetimeModelFromJobId
                        Retrieve a new or updated datetime model
                        defined by modelJobId
GetDatetimeModelObject
                        Retrieve the details of a specified datetime
                        model.
GetDatetimePartition    Retrieve the DatetimePartitioning from a
                        project
GetDriver               Returns information about a particular driver.
GetFeatureImpactForJobId
                        Retrieve completed Feature Impact results given
                        a job ID
GetFeatureImpactForModel
                        Retrieve completed Feature Impact results given
                        a model
GetFeatureInfo          Details about a feature
GetFeaturelist          Retrieve a specific featurelist from a
                        DataRobot project
GetFrozenModel          Retrieve the details of a specified frozen
                        model
GetFrozenModelFromJobId
                        Retrieve a frozen model defined by modelJobId
GetJob                  Request information about a job
GetLiftChart            Retrieve lift chart data for a model for a data
                        partition (see DataPartition)
GetMissingValuesReport
                        Get a report on missing values for the model.
GetModel                Retrieve the details of a specified model
GetModelBlueprintChart
                        Retrieve a model blueprint chart
GetModelBlueprintDocumentation
                        Get documentation for tasks used in the model
                        blueprint
GetModelFromJobId       Retrieve a new or updated model defined by
                        modelJobId
GetModelJob             Request information about a single model job
GetModelJobs            Retrieve status of Autopilot modeling jobs that
                        are not complete (deprecated)
GetModelParameters      Retrieve model parameters
GetModelRecommendation
                        Retrieve a model recommendedation from
                        DataRobot for your project.
GetModelingFeaturelist
                        Retrieve a specific modeling featurelist from a
                        DataRobot project
GetMultiSeriesProperties
                        Retrieve time series properties for a potential
                        multiseries datetime partition column
GetPredictJob           Request information about a predict job
GetPredictJobs          Function to list all prediction jobs in a
                        project
GetPredictions          Retrieve model predictions from predictJobId
GetPrimeEligibility     Check if model can be approximated with
                        DataRobot Prime
GetPrimeFile            Retrieve a specific Prime file from a DataRobot
                        project
GetPrimeFileFromJobId   Retrieve a specific Prime file from a DataRobot
                        project for corresponding jobId
GetPrimeModel           Retrieve information about specified DataRobot
                        Prime model.
GetPrimeModelFromJobId
                        Retrieve information about specified DataRobot
                        Prime model using corresponding jobId.
GetProject              Retrieve details about a specified DataRobot
                        modeling project
GetProjectList          Retrieve a list of all DataRobot projects
                        (deprecated version)
GetProjectStatus        Request Autopilot status for a specified
                        DataRobot project
GetRatingTable          Retrieve a single rating table.
GetRatingTableFromJobId
                        Get a rating table from the rating table job
                        metadata.
GetRatingTableModel     Retrieve information about specified model with
                        a rating table.
GetRatingTableModelFromJobId
                        Retrieve a new or updated rating table model
                        defined by a job ID.
GetReasonCodesInitialization
                        Retrieve the reason codes initialization for a
                        model.
GetReasonCodesInitializationFromJobId
                        Retrieve the reason codes initialization for a
                        model using jobId
GetReasonCodesMetadata
                        Retrieve metadata for specified reason codes
GetReasonCodesMetadataFromJobId
                        Retrieve the reason codes metadata for a model
                        using jobId
GetReasonCodesRows      Retrieve all reason codes rows
GetRecommendedModel     Retrieve the model object that DataRobot
                        recommends for your project.
GetRocCurve             Retrieve ROC curve data for a model for a
                        particular data partition (see DataPartition)
GetRulesets             List the rulesets approximating a model
                        generated by DataRobot Prime
GetServerDataInRows     Handle server side pagination.
GetTimeSeriesFeatureDerivationLog
                        Retrieve the time series feature derivation log
                        content
GetTrainingPredictionDataFrame
                        Simplify the training prediction rows into a
                        tidy format dataframe.
GetTrainingPredictions
                        Retrieve training predictions on a specified
                        data set.
GetTrainingPredictionsFromJobId
                        Retrieve the training predictions for a model
                        using a job id.
GetTransferrableModel   Retrieve imported model info using import id
GetValidMetrics         Retrieve the valid fitting metrics for a
                        specified project and target
GetWordCloud            Retrieve word cloud data for a model.
JobStatus               Job statuses
JobType                 Job type
ListBlueprints          Retrieve the list of available blueprints for a
                        project
ListConfusionCharts     Returns all available confusion charts for the
                        model.
ListDataSources         Returns a dataframe with information on
                        available data sources.
ListDataStores          Returns a dataframe with information on
                        available data stores.
ListDrivers             Returns a dataframe with information on
                        available drivers.
ListFeatureInfo         Details about all features for this project
ListFeaturelists        Retrieve all featurelists associated with a
                        project
ListJobs                Retrieve information about jobs
ListLiftCharts          Retrieve lift chart data for a model for all
                        available data partitions (see DataPartition)
ListModelFeatures       Returns the list of features (i.e., variables)
                        on which a specified model is based
ListModelJobs           Retrieve status of Autopilot modeling jobs that
                        are not complete
ListModelRecommendations
                        Retrieve information about model
                        recommendedations made by DataRobot for your
                        project.
ListModelingFeaturelists
                        Retrieve all modeling featurelists associated
                        with a project
ListModels              Retrieve all available model information for a
                        DataRobot project
ListPredictionDatasets
                        Retrieve all prediction datasets associated
                        with a project
ListPrimeFiles          List all downloadable code files from DataRobot
                        Prime for the project
ListPrimeModels         Retrieve information about all DataRobot Prime
                        models for a DataRobot project
ListProjects            Retrieve a list of all DataRobot projects
ListRatingTableModels   Retrieve information about all DataRobot models
                        with a rating table.
ListRatingTables        Retrieve information about all rating tables.
ListReasonCodesMetadata
                        Retrieve metadata for reason codes in specified
                        project
ListRocCurves           Retrieve ROC curve data for a model for all
                        available data partitions (see DataPartition)
ListTrainingPredictions
                        Retrieve information about all training
                        prediction datasets in a project.
ListTransferrableModels
                        Retrieve information about all imported models
                        This function returns a data.frame that
                        describes all imported models
MakeDataRobotRequest    Make a HTTP request
PauseQueue              Pause the DataRobot modeling queue
PeriodicityMaxTimeStep
                        Periodicity max time step
PeriodicityTimeUnits    Periodicity time units
PostgreSQLdrivers       PostgreSQL drivers
PredictionDatasetFromAsyncUrl
                        Retrieve prediction dataset info from the
                        dataset creation URL
PrimeLanguage           Prime Language
ProjectFromAsyncUrl     Retrieve a project from the project-creation
                        URL
RecommendedModelType    Recommended model type values
ReformatMetrics         replace NULL in $metrics list elements with NA
RenameRatingTable       Renames a rating table to a different name.
RequestApproximation    Request an approximation of a model using
                        DataRobot Prime
RequestBlender          Submit a job for creating blender model. Upon
                        success, the new job will be added to the end
                        of the queue.
RequestFeatureImpact    Request Feature Impact to be computed.
RequestFrozenDatetimeModel
                        Train a new frozen datetime model with
                        parameters from the specified model
RequestFrozenModel      Train a new frozen model with parameters from
                        specified model
RequestMultiSeriesDetection
                        Format a multiseries.
RequestNewDatetimeModel
                        Adds a new datetime model of the type specified
                        by the blueprint to a DataRobot project
RequestNewModel         Adds a new model of type specified by blueprint
                        to a DataRobot project
RequestNewRatingTableModel
                        Create a new model from a rating table.
RequestPredictionsForDataset
                        Request predictions against a previously
                        uploaded dataset
RequestPrimeModel       Request training for a DataRobot Prime model
                        using a specified ruleset
RequestReasonCodes      Request reason codes computation for a
                        specified model and dataset.
RequestReasonCodesInitialization
                        Request reason codes initialization for
                        specified model
RequestSampleSizeUpdate
                        Refits an existing model to a different
                        fraction of the training dataset
RequestTrainingPredictions
                        Request training predictions for a specific
                        model.
RequestTransferrableModel
                        Request generation of an transferrable model
                        file for use in an on-premise DataRobot
                        standalone prediction environment. This
                        function can only be used if model export is
                        enabled, and will only be useful if you have an
                        on-premise environment in which to import it.
                        This function does not download the exported
                        file. Use DownloadTransferrableModel for that.
ScaleoutModelingMode    Scaleout modeling modes
ScoreBacktests          Compute the scores for all available backtests.
SetTarget               Set the target variable (and by default, start
                        the DataRobot Autopilot)
SetupProject            Function to set up a new DataRobot project
SetupProjectFromDataSource
                        Create a project from a data source.
SetupProjectFromHDFS    Function to set up a new DataRobot project
                        using datasource on a WebHDFS server
SetupProjectFromMySQL   Function to set up a new DataRobot project
                        using data from MySQL table
SetupProjectFromOracle
                        Function to set up a new DataRobot project
                        using data from Oracle table
SetupProjectFromPostgreSQL
                        Function to set up a new DataRobot project
                        using data from PostgreSQL table
StartNewAutoPilot       Starts autopilot on provided featurelist. Only
                        one autopilot can be running at the time.
                        That's why any ongoing autopilot on different
                        featurelist will be halted - modelling jobs in
                        queue would not be affected but new jobs would
                        not be added to queue by halted autopilot.
StartProject            Start a project, set the target, and run
                        autopilot.
StartRetryWaiter        Creates a waiter function that can be used in a
                        loop while trying some task many times. The
                        waiter sleeps while waiting to try again, with
                        sleep times determined by exponential back-off.
Stringify               Convert a function into a single string for
                        DataRobot
TargetLeakageType       Target leakage report values
TargetType              Target Type modes
TestDataStore           Test the database connection to the data store.
TreatAsExponential      Treat as exponential
UnpauseQueue            Re-start the DataRobot modeling queue
UpdateDataSource        Update a data store.
UpdateDataStore         Update a data store.
UpdateProject           Update parameters for an existing project
UpdateTransferrableModel
                        Update the display name or note for an imported
                        model.
UploadData              Upload a data source.
UploadPredictionDataset
                        Function to upload new data to a DataRobot
                        project for predictions
UploadPredictionDatasetFromDataSource
                        Upload a prediction dataset from a data source.
UploadTransferrableModel
                        Import a previously exported model for
                        predictions.
ValidateModel           Validate that model belongs to class
                        'dataRobotModel' and includes projectId and
                        modelId.
ValidateParameterIn     Ensure a parameter is valid
ValidateProject         Get a projectId from a project object.
ViewWebModel            Retrieve a DataRobot web page that displays
                        detailed model information
ViewWebProject          Retrieve a DataRobot web page that displays
                        detailed project information
WaitForAutopilot        This function periodically checks whether
                        Autopilot is finished and returns only after it
                        is.
WaitForJobToComplete    Wait for specified job to complete
as.data.frame           DataRobot S3 object methods for R's generic
                        as.data.frame function
cvMethods               CV methods
datarobot-package       datarobot: 'DataRobot' Predictive Modeling API
plot.listOfModels       Plot method for DataRobot S3 objects of class
                        listOfModels
summary.dataRobotModel
                        DataRobot S3 object methods for R's generic
                        summary function
