AI-900 · Question #3
AI-900 Question #3: Real Exam Question with Answer & Explanation
The correct answer is B: Enable Explain best model.. Model Explain Ability. Most businesses run on trust and being able to open the ML "black box" helps build transparency and trust. In heavily regulated industries like healthcare and banking, it is critical to comply with regulations and best practices. One key aspect of this is u
Question
You build a machine learning model by using the automated machine learning user interface (UI). You need to ensure that the model meets the Microsoft transparency principle for responsible AI. What should you do?
Options
- ASet Validation type to Auto.
- BEnable Explain best model.
- CSet Primary metric to accuracy.
- DSet Max concurrent iterations to 0.
Explanation
Model Explain Ability. Most businesses run on trust and being able to open the ML "black box" helps build transparency and trust. In heavily regulated industries like healthcare and banking, it is critical to comply with regulations and best practices. One key aspect of this is understanding the relationship between input variables (features) and model output. Knowing both the magnitude and direction of the impact each feature (feature importance) has on the predicted value helps better understand and explain the model. With model explain ability, we enable you to understand feature importance as part of automated ML runs. https://azure.microsoft.com/en-us/blog/new-automated-machine-learning-capabilities-in-azure- machine-learning-service/
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