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Financial Forensics · End Term · 1 Sept 2024 · May 2024 term · Set QDB1

Question 16: What does “local predictability” refer to in the context…

Question 16

+1 markOne correct option

What does “local predictability” refer to in the context of SHAP explanations?

  1. A

    The ability of SHAP values to explain the contribution of features to individual predictions

  2. B

    The general accuracy of the model across the entire dataset

  3. C

    The average SHAP value for a feature across multiple predictions

  4. D

    The consistency of SHAP values across different models

Show answer

Correct answer

  • A

    The ability of SHAP values to explain the contribution of features to individual 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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