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On-premise users: click in-app to access the full platform documentation for your version of DataRobot.

Run LIME with DataRobot models

Access this AI accelerator on GitHub

This accelerator shows how you can apply Local Interpretable Model-agnostic Explanations (LIME) to models built and deployed with DataRobot. LIME serves as another method in your toolbox to explain model predictions, complementing the built-in DataRobot capabilities of XEMP and SHAP prediction explanations.

The accelerator demonstrates how to:

  • Connect to DataRobot using the API.
  • Build and deploy a model in DataRobot.
  • Execute LIME analysis with the deployed model.

Updated March 13, 2024