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| datarobot-package | datarobot: DataRobot Predictive Modeling API |
| as.data.frame | DataRobot S3 object methods for R's generic as.data.frame function |
| as.data.frame.listOfBlueprints | DataRobot S3 object methods for R's generic as.data.frame function |
| as.data.frame.listOfDataRobotPredictionDatasets | DataRobot S3 object methods for R's generic as.data.frame function |
| as.data.frame.listOfFeaturelists | DataRobot S3 object methods for R's generic as.data.frame function |
| as.data.frame.listOfModels | DataRobot S3 object methods for R's generic as.data.frame function |
| as.data.frame.projectSummaryList | DataRobot S3 object methods for R's generic as.data.frame function |
| AutopilotMode | Autopilot modes |
| BlendMethods | Blend methods |
| BlueprintChartToGraphviz | Convert a blueprint chart into graphviz DOT format |
| 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 |
| CreateDatetimePartitionSpecification | Create a list describing datetime partition parameters |
| CreateDerivedFeatureAsCategorical | Derived Features |
| CreateDerivedFeatureAsNumeric | Derived Features |
| CreateDerivedFeatureAsText | Derived Features |
| CreateDerivedFeatureIntAsCategorical | Derived Features |
| 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 |
| 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 |
| CreateStratifiedPartition | Create a stratified sampling-based S3 object of class partition for the SetTarget function |
| CreateUserPartition | Create a user-defined S3 object of class partition for the SetTarget function |
| cvMethods | CV methods |
| datarobot | datarobot: DataRobot Predictive Modeling API |
| DeleteJob | Cancel a running job |
| DeleteModel | Delete a specified DataRobot model |
| DeleteModelJob | Delete a model job from the modeling queue |
| DeletePredictionDataset | Delete a specified prediction dataset |
| DeletePredictJob | Function to delete one predict job from the DataRobot queue |
| 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. |
| DownloadPrimeCode | Download the code of DataRobot Prime model and save it to a file |
| DownloadReasonCodes | Function to download and save reason codes rows as csv file |
| DownloadTransferrableModel | Download 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. |
| FeatureFromAsyncUrl | Retrieve a feature from the creation URL |
| GenerateDatetimePartition | Preview the full partitioning determined by a DatetimePartitioningSpecification |
| GetAllModels | Retrieve all available model information for a DataRobot project |
| GetAllReasonCodesRowsAsDataFrame | Retrieve all reason codes rows and return them as a data frame |
| 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 |
| GetBlueprintDocuments | Get documentation for tasks used in the blueprint |
| 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 |
| 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 |
| GetModelFromJobId | Retrieve a new or updated model defined by modelJobId |
| GetModelJobs | Retrieve status of Autopilot modeling jobs that are not complete |
| GetModelObject | Retrieve the details of a specified model |
| GetModelParameters | Retrieve model parameters |
| GetPredictions | Retrieve model predictions from predictJobId |
| GetPredictJobs | Function to list all prediction jobs in a project |
| 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 dtails about a specified DataRobot modeling project |
| GetProjectList | Retrieve a list of all DataRobot projects |
| GetProjectStatus | Request Autopilot status for a specified DataRobot project |
| 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 |
| GetRecommendedBlueprints | Retrieve the list of available blueprints for a project |
| GetRulesets | List the rulesets approximating a model generated by DataRobot Prime |
| GetTransferrableModel | Retrieve imported model info using import id |
| GetValidMetrics | Retrieve the valid fitting metrics for a specified project and target |
| JobStatus | Job statuses |
| JobType | Job type |
| ListBlueprints | Retrieve the list of available blueprints for a project |
| ListFeatureInfo | Details about all features for this project |
| ListFeaturelists | Retrieve all featurelists associated with a project |
| ListJobs | Retrieve information about jobs |
| ListModelFeatures | Returns the list of features (i.e., variables) on which a specified model is based |
| 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 |
| ListReasonCodesMetadata | Retrieve metadata for reason codes in specified project |
| ListTransferrableModels | Retrieve information about all imported models This function returns a data.frame that describes all imported models |
| PauseQueue | Pause the DataRobot modeling queue |
| plot.listOfModels | Plot method for DataRobot S3 objects of class listOfModels |
| 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 |
| 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 |
| 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 |
| RequestPredictions | Request predictions for model from newdata |
| 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 |
| 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. Example: jobId<-RequestTransferrrableModel(projectObject, modelId) WaitForJobToComplete(projectObject, jobId) DownloadTransferrableModel(projectObject, modelId, file) |
| 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 |
| 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. |
| summary.dataRobotModel | DataRobot S3 object methods for R's generic summary function |
| summary.dataRobotProject | DataRobot S3 object methods for R's generic summary function |
| summary.listOfBlueprints | DataRobot S3 object methods for R's generic summary function |
| summary.listOfFeaturelists | DataRobot S3 object methods for R's generic summary function |
| summary.listOfModels | DataRobot S3 object methods for R's generic summary function |
| summary.projectSummaryList | DataRobot S3 object methods for R's generic summary function |
| UnpauseQueue | Re-start the DataRobot modeling queue |
| UpdateProject | Update parameters for an existing project |
| UpdateTransferrableModel | Update the display name or note for an imported model. |
| UploadPredictionDataset | Function to upload new data to a DataRobot project for predictions |
| UploadTransferrableModel | Import a previously exported model for predictions. |
| 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 |