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DataRobot Tools

Datarobot Create Projects Autopilots

Tool to start Autopilot on a DataRobot project with a specific feature list. Use when you need to initiate automated model building with specified Autopilot settings. Prerequisites: The project must be in 'modeling' stage with a target already set.

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Use Datarobot Create Projects Autopilots

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Pricing
Free
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Not currently supported

Inputs

  • modestring
    Autopilot mode: 'auto' (default, DataRobot chooses optimal settings), 'quick' (faster execution with fewer models), or 'comprehensive' (more thorough analysis with longer runtime).
  • useGpuboolean
    Use GPU workers for the Autopilot run.
  • projectIdstring
    Required
    The unique identifier of the DataRobot project. The project must be in 'modeling' stage (target already set). Obtain from DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT.
  • featurelistIdstring
    Required
    ID of the feature list to use for Autopilot. Obtain from DATAROBOT_LIST_FEATURE_LISTS using the project_id. This is a required parameter.
  • blendBestModelsboolean
    Whether to blend best models during Autopilot run. Not supported in SHAP-only mode or multilabel projects.
  • scoringCodeOnlyboolean
    Keep only models that can be converted to scorable Java code during Autopilot run.
  • autopilotClusterListarray
    List of cluster counts for unsupervised clustering projects. Each value must be between 2 and 100; list length max 10. Only valid when unsupervisedMode is true and unsupervisedType is 'clustering'.
  • prepareModelForDeploymentboolean
    Prepare model for deployment during Autopilot run. This includes creating reduced feature list models, retraining best model on higher sample size, computing insights and assigning 'RECOMMENDED FOR DEPLOYMENT' label.
  • runLeakageRemovedFeatureListboolean
    Run Autopilot on the Leakage Removed feature list if it exists.
  • considerBlendersInRecommendationboolean
    Include blenders when selecting a model to prepare for deployment. Not supported in SHAP-only mode or multilabel projects.

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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