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DataRobot Tools

Datarobot Create Projects Blender Models

Tool to create a blender model from multiple existing models in a DataRobot project. Blenders combine predictions from multiple models using methods like averaging or stacking. Use this after training multiple models to create an ensemble that may improve prediction accuracy.

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Use Datarobot Create Projects Blender Models

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Inputs

  • modelIdsarray
    Required
    List of model IDs to blend together. Must contain at least one model ID. Use DATAROBOT_LIST_MODEL_RECORDS or similar actions to find available model IDs in the project.
  • project_idstring
    Required
    The ID of the DataRobot project where the blender will be created. Use DATAROBOT_LIST_PROJECTS or DATAROBOT_GET_PROJECT to find project IDs.
  • blenderMethodstring
    Required
    The blender method to use for combining models. Common choices: "AVG" for simple averaging, "GLM" for generalized linear model, "ENET" for elastic net.

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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