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DataRobot Tools

Datarobot Create Deployments Retraining Policies

Tool to create a deployment retraining policy in DataRobot. Use when you need to set up automated model retraining based on schedules, data drift, or accuracy decline triggers.

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Use Datarobot Create Deployments Retraining Policies

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Inputs

  • namestring
    Required
    Name of the retraining policy.
  • actionstring
    Action to take on the resultant new model
  • triggerobject
    Retraining policy trigger configuration
  • useCaseIdstring
    The ID of the use case to be used in this policy.
  • customJobIdstring
    The ID of the custom job to be used in this policy.
  • descriptionstring
    Description of the retraining policy.
  • deploymentIdstring
    Required
    Unique identifier of the deployment.
  • projectOptionsobject
    Options for projects used to build new models
  • autopilotOptionsobject
    Options for projects used to build new models
  • timeSeriesOptionsobject
    Time Series project option used to build new models
  • featureListStrategystring
    Configure the feature list strategy used for modeling
  • modelSelectionStrategystring
    Configure how new model is selected when the retraining policy runs

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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