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datarobot (version 2.2.32)
DataRobot Predictive Modeling API
Description
For working with the DataRobot predictive modeling platform's API.
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Install
install.packages('datarobot')
Monthly Downloads
746
Version
2.2.32
License
MIT + file LICENSE
Maintainer
David Chudzicki
Last Published
May 16th, 2016
Functions in datarobot (2.2.32)
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RequestNewModel
Adds a new model of type specified by blueprint to a DataRobot project
CreateStratifiedPartition
Create a stratified sampling-based S3 object of class partition for the SetTarget function
GetFeaturelist
Retrieve a specific featurelist from a DataRobot project
CreateFeaturelist
Create a new featurelist in a DataRobot project
RequestSampleSizeUpdate
Refits an existing model to a different fraction of the training dataset
GetModelJobs
Retrieve status of Autopilot modeling jobs that are not complete
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.
DeletePendingJob
Delete a model job from the modeling queue
summary.dataRobotModel
DataRobot S3 object methods for R's generic summary function
ListJobs
Retrieve information about (model and predict) jobs
ListFeatureInfo
Details about all features for this project
ViewWebProject
Retrieve a DataRobot web page that displays detailed project information
SetTarget
Set the target variable (and by default, start the DataRobot Autopilot)
ListModelFeatures
Returns the list of features (i.e., variables) on which a specified model is based
GetProjectList
Retrieve a list of all DataRobot projects
GetPredictJobs
Function to list all prediction jobs in a project
GetProjectStatus
Request Autopilot status for a specified DataRobot project
CreateGroupPartition
Create a group-based S3 object of class partition for the SetTarget function
GetModelObject
Retrieve the details of a specified model
JobStatus
Job statuses
DeleteModel
Delete a specified DataRobot model
plot.listOfModels
Plot method for DataRobot S3 objects of class listOfModels
GetPredictions
Retrieve model predictions from predictJobId
GetPendingJobs
Retrieve status of Autopilot modeling jobs that are not complete
RequestPredictions
Request predictions for model from newdata
ListFeaturelists
Retrieve all featurelists associated with a project
GetProject
Retrieve dtails about a specified DataRobot modeling project
GetRecommendedBlueprints
Retrieve the list of recommended blueprints for a project
GetModelFromJobId
Retrieve a new or updated model defined by modelJobId
datarobot-package
DataRobot Predictive Modeling API
DeleteJob
Cancel a running job
GetFeatureInfo
Details about a feature
GetFeatures
Deprecated (use ListModelFeatures instead)
UpdateProject
Update parameters for an existing project
PauseQueue
Pause the DataRobot modeling queue
WaitForAutopilot
This function periodically checks whether Autopilot is finished and returns only after it is.
DeletePredictJob
Function to delete one predict job from the DataRobot queue
DeleteProject
Delete a specified element from the DataRobot project list
SetupProject
Function to set up a new DataRobot project
CreateRandomPartition
Create a random 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
as.data.frame.listOfBlueprints
DataRobot S3 object methods for R's generic as.data.frame function
GetAllModels
Retrieve all available model information for a DataRobot project
ViewWebModel
Retrieve a DataRobot web page that displays detailed model information
ConnectToDataRobot
Establish a connection to the DataRobot modeling engine
GetValidMetrics
Retrieve the valid fitting metrics for a specified project and target
StartAutopilot
(deprecated: Use SetTarget instead)
AutopilotMode
Autopilot modes
UnpauseQueue
Re-start the DataRobot modeling queue
DeleteModelJob
Delete a model job from the modeling queue