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AppsDataRobot ToolsDatarobot List Deployments Target Drift

DataRobot Tools

Datarobot List Deployments Target Drift

Tool to retrieve target drift for a deployment over a specified time period. Use when analyzing target distribution changes between training and prediction data.

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Use Datarobot List Deployments Target Drift

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Product

Aident Loadout Aident Playbook Editor Open-CUAK

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Free

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Inputs

endstring
End of the period to retrieve monitoring data, defaults to the next top of the hour. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: 2019-08-01T00:00:00Z.
startstring
Start of the period to retrieve monitoring data, defaults to 7 days ago from the end of the period. Note: this field only accepts top of the hour RFC3339 datetime strings, for example: 2019-08-01T00:00:00Z.
metricstring
Metrics used to calculate drift score.
batchIdstring
The id of the batch for which metrics are being retrieved.
modelIdstring
An ID of the model in the deployment. If not set, defaults to the deployment current model.
deploymentIdstring
Required
Unique identifier of the deployment.
segmentValuestring
The value of the segmentAttribute to segment on.
segmentAttributestring
The name of a segment attribute used for segment analysis.

Observable output

data
Required
Data from the action execution
errorstring
Error if any occurred during the execution of the action
successfulboolean
Required
Whether or not the action execution was successful or not

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