SnowPro Advanced Data ScientistDemo

By Snowflake · Question Mode

QuestionQ5

Data science concepts

A Data Scientist observes that a model is generating more accurate predictions.

Which metric should be used to assess why the model’s predictions have improved?

  • A Confidence intervals
  • B Shapley Additive exPlanations (SHAP)
  • C Root Mean Squared Error (RMSE)
  • D R2
Explanation

SHAP explains model predictions by assigning feature-attribution values, enabling analysis of which input features and feature effects contributed to the improvement in prediction accuracy.

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