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

Feature Impact

Feature Impact provides a high-level visualization that identifies which features are most strongly driving model decisions. It is available for all model types and is an on-demand feature, meaning that for all but models prepared for deployment, you must initiate a calculation to see the results.

  • Hover on feature names and bars for additional information.
  • Use Sort by to change the display to sort by impact or feature name. You can view impact for the original features:

And impact for derived modeling data:

Updated April 16, 2024