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


For regression experiments, the Residuals tab helps to clearly understand a model's predictive performance and validity. It allows you to gauge how linearly your models scale relative to the actual values of the dataset used. It provides multiple scatter plots and a histogram to assist your residual analysis:

  • Predicted vs. Actual
  • Residual vs. Actual
  • Residual vs. Predicted
  • Residuals histogram

Updated April 16, 2024