AWS Certified AI Practitioner (AIF-C01) — Question 331

A company has an ML model. The company wants to know how the model makes predictions.

Which term refers to understanding model predictions?

Answer options

• A. Model interpretability
• B. Model training
• C. Model interoperability
• D. Model performance

Correct answer: A

Explanation

Model interpretability is the concept of explaining the internal mechanics and decisions of a machine learning model. Model training refers to the phase where the model learns from data, while model performance measures how accurately it predicts. Model interoperability refers to the capability of different systems and software to exchange and make use of information.