GetTuningParameters {datarobot} | R Documentation |
Retrieve data on tuning parameters for a particular model.
Description
Retrieve data on tuning parameters for a particular model.
Usage
GetTuningParameters(model)
Arguments
model |
dataRobotModel. A DataRobot model object to get tuning parameters for. |
Value
A list detailing the following about each tuning parameter:
currentValue character. The current searched values of that parameter.
defaultValue character. The default value of that parameter.
parameterId character. A unique ID for that particular parameter.
parameterName character. The name of the tuning parameter.
taskName character. The name of the task the parameter is for.
constraints list. A list describing constraints on the possible values for the parameter. Will be one of
int
orfloat
specifying amin
andmax
value, or will beselect
and will specify possible values from a list of choices.int
andfloat
correspond with integer and floating-point parameter spaces respectively. It is possible for a parameter to be multiple types. Lastly, some parameters will also have asupportsGridSearch
logical for whether or not that parameter can be grid searched or not.
Examples
## Not run:
projectId <- "59a5af20c80891534e3c2bde"
modelId <- "5996f820af07fc605e81ead4"
model <- GetModel(projectId, modelId)
GetTuningParameters(model)
## End(Not run)