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Financial Forensics · End Term · 1 Sept 2024 · May 2024 term · Set QDB3

Question 16: How does SHAP facilitate global interpretability of a mo…

Question 16

+1 markOne correct option

How does SHAP facilitate global interpretability of a model?

  1. A

    By providing exact feature importance scores for individual predictions

  2. B

    By aggregating local SHAP values to estimate the global importance of each feature across all predictions

  3. C

    By displaying only the top features contributing to the model’s predictions

  4. D

    By creating visualizations that show how features impact model accuracy

Show answer

Correct answer

  • B

    By aggregating local SHAP values to estimate the global importance of each feature across all predictions

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Question 16 of 41 in the IIT Madras BS Financial Forensics (Financial Forensics) End Term paper sat on 1 Sept 2024, in the May 2024 term (IIT M DEGREE AN EXAM QDB3 01 Sep 2024). It carries 1 mark.

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