MLA-C01 ML Model Development Practice Question
A company is using SageMaker Autopilot to automatically build a regression model on a dataset. They want to understand which features are most important for the model's predictions. Which feature of Autopilot can provide this insight?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Autopilot explainability report
SageMaker Autopilot can generate explainability reports that include feature importance, either through SHAP or other methods, depending on the model type.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Autopilot candidate definition notebook
Why it's wrong here
Notebook shows the generated code but not feature importance directly.
- ✗
Autopilot model leaderboard
Why it's wrong here
Leaderboard shows candidate models with metrics, not feature importance.
- ✗
Autopilot data exploration report
Why it's wrong here
Data exploration report provides statistical summaries but not feature importance from the model.
- ✓
Autopilot explainability report
Why this is correct
Explainability report provides feature importance and partial dependence plots for the best model.
Go deeper
Related to this question
About these practice questions
This MLA-C01 question is part of Courseiva's 835-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This MLA-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the MLA-C01 exam.