Retrieve the details of a specified model
This function returns a DataRobot S3 object of class dataRobotModel for the model defined by project and modelId.
Either (1) a character string giving the unique alphanumeric identifier for the project, or (2) a list containing the element projectId with this identifier.
Unique alphanumeric identifier for the model of interest.
The S3 object returned by this function is required by the functions DeleteModel, ListModelFeatures, and RequestSampleSizeUpdate.
An S3 object of class ‘dataRobotModel’, which is a list with the following 13 components:
Character string: unique alphanumeric identifier for the featurelist on which the model is based
Character vector with components describing preprocessing; may include modelType
Character string giving the name of the featurelist on which the model is based
Character string giving the unique alphanumeric identifier for the project
Numeric: percentage of the dataset used to form the training dataset for model fitting
Character string describing the model type
List with one element for each valid metric associated with the model. Each element is a list with elements for each possible evaluation type (holdout, validation, and crossValidation)
Character string giving model category (e.g., blend, model)
Character string giving the unique DataRobot blueprint identifier on which the model is based
Character string giving the unique alphanumeric model identifier
Character string: optional description of project defined by projectId
Character string defining the target variable predicted by all models in the project
Character string defining the fitting metric optimized by all project models