datarobot v2.4.0

0

Monthly downloads

0th

Percentile

by David Chudzicki

DataRobot Predictive Modeling API

For working with the DataRobot predictive modeling platform's <https://app.datarobot.com> API.

Functions in datarobot

Name Description
CreateDerivedFeatures Derived Features
CreateStratifiedPartition Create a stratified sampling-based S3 object of class partition for the SetTarget function
CreatePrimeCode Create and validate the downloadable code for the ruleset associated with this model
CreateGroupPartition Create a group-based S3 object of class partition for the SetTarget function
CreateFeaturelist Create a new featurelist in a DataRobot project
as.data.frame DataRobot S3 object methods for R's generic as.data.frame function
CreateUserPartition Create a user-defined S3 object of class partition for the SetTarget function
ConnectToDataRobot Establish a connection to the DataRobot modeling engine
AutopilotMode Autopilot modes
DownloadPrimeCode Download the code of DataRobot Prime model and save it to a file
DeletePredictionDataset Delete a specified prediction dataset
datarobot-package DataRobot Predictive Modeling API
DeleteJob Cancel a running job
DeletePredictJob Function to delete one predict job from the DataRobot queue
DeleteModel Delete a specified DataRobot model
DeleteModelJob Delete a model job from the modeling queue
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.
DeleteTransferrableModel Delete this imported model.
DeleteProject Delete a specified element from the DataRobot project list
GetFeatureInfo Details about a feature
GetModelFromJobId Retrieve a new or updated model defined by modelJobId
GetFeaturelist Retrieve a specific featurelist from a DataRobot project
GetProjectList Retrieve a list of all DataRobot projects
GetProject Retrieve dtails about a specified DataRobot modeling project
GetModelJobs Retrieve status of Autopilot modeling jobs that are not complete
GetPrimeFile Retrieve a specific Prime file from a DataRobot project
GetFeatureImpactForModel Retrieve completed Feature Impact results given a model
GetFeatureImpactForJobId Retrieve completed Feature Impact results given a job ID
GetPrimeFileFromJobId Retrieve a specific Prime file from a DataRobot project for corresponding jobId
GetRulesets List the rulesets approximating a model generated by DataRobot Prime
GetTransferrableModel Retrieve imported model info using import id
GetModelObject Retrieve the details of a specified model
GetPredictions Retrieve model predictions from predictJobId
GetPrimeEligibility Check if model can be approximated with DataRobot Prime
GetPredictJobs Function to list all prediction jobs in a project
ListFeaturelists Retrieve all featurelists associated with a project
ListFeatureInfo Details about all features for this project
PrimeLanguage Prime Language
ProjectFromAsyncUrl Retrieve a project from the project-creation URL
ListPredictionDatasets Retrieve all prediction datasets associated with a project
SetTarget Set the target variable (and by default, start the DataRobot Autopilot)
ListPrimeFiles List all downloadable code files from DataRobot Prime for the project
RequestPredictionsForDataset Request predictions against a previously uploaded dataset
RequestPrimeModel Request training for a DataRobot Prime model using a specified ruleset
SetupProject Function to set up a new DataRobot project
GetAllModels Retrieve all available model information for a DataRobot project
FeatureFromAsyncUrl Retrieve a feature from the creation URL
GetPrimeModel Retrieve information about specified DataRobot Prime model
GetValidMetrics Retrieve the valid fitting metrics for a specified project and target
GetPrimeModelFromJobId Retrieve information about specified DataRobot Prime model using corresponding jobId
ListPrimeModels Retrieve information about all DataRobot Prime models for a DataRobot project
JobStatus Job statuses
SetupProjectFromPostgreSQL Function to set up a new DataRobot project using data from PostgreSQL table
ListTransferrableModels Retrieve information about all imported models This function returns a data.frame that describes all imported models
SetupProjectFromOracle Function to set up a new DataRobot project using data from Oracle table
GetProjectStatus Request Autopilot status for a specified DataRobot project
GetRecommendedBlueprints Retrieve the list of available blueprints for a project
ListJobs Retrieve information about jobs
ListModelFeatures Returns the list of features (i.e., variables) on which a specified model is based
PostgreSQLdrivers PostgreSQL drivers
PredictionDatasetFromAsyncUrl Retrieve prediction dataset info from the dataset creation URL
RequestNewModel Adds a new model of type specified by blueprint to a DataRobot project
UploadPredictionDataset Function to upload new data to a DataRobot project for predictions
RequestPredictions Request predictions for model from newdata
UpdateTransferrableModel Update the display name or note for an imported model.
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
JobType Job type
ListBlueprints Retrieve the list of available blueprints for a project
PauseQueue Pause the DataRobot modeling queue
plot.listOfModels Plot method for DataRobot S3 objects of class listOfModels
RequestFeatureImpact Request Feature Impact to be computed.
RequestApproximation Request an approximation of a model using DataRobot Prime
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
ViewWebModel Retrieve a DataRobot web page that displays detailed model information
UploadTransferrableModel Import a previously exported model for predictions.
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
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
UnpauseQueue Re-start the DataRobot modeling queue
CreateRandomPartition Create a random sampling-based S3 object of class partition for the SetTarget function
UpdateProject Update parameters for an existing project
No Results!

Last month downloads

Details

License MIT + file LICENSE
LazyData true
VignetteBuilder rmarkdown, knitr
RoxygenNote 5.0.1
NeedsCompilation no
Packaged 2016-11-25 13:59:33 UTC; sergey
Repository CRAN
Date/Publication 2016-12-01 20:08:55

Include our badge in your README

[![Rdoc](http://www.rdocumentation.org/badges/version/datarobot)](http://www.rdocumentation.org/packages/datarobot)