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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q10-Q15):
NEW QUESTION # 10
When building a recommendation system, which type of filtering is based on the user's behavior and preferences?
- A. Collaborative filtering
- B. Singular Value Decomposition (SVD)
- C. Matrix factorization
- D. Content-based filtering
Answer: A
NEW QUESTION # 11
Which statements are true for the F1 score?
(Choose 2.)
- A. F1 score is calculated based on a depth value.
- B. F1 score is applicable to a model with a binary target.
- C. F1 score is applicable to a model with an interval target.
- D. F1 score is calculated based on a cut off value.
Answer: B,D
NEW QUESTION # 12
What is the main advantage of ensemble methods in model building?
- A. They work well with high-dimensional data
- B. They produce simple and interpretable models
- C. They require minimal data preprocessing
- D. They combine multiple models to improve predictive performance
Answer: D
NEW QUESTION # 13
In the context of data integration, what does "data transformation" refer to?
- A. Backing up data for disaster recovery
- B. Extracting data from source systems
- C. Storing data in a centralized repository
- D. Converting and reshaping data to match the target schema
Answer: D
NEW QUESTION # 14
What is the purpose of a "canary release" in the context of model deployment?
- A. To evaluate model accuracy
- B. To assess data quality
- C. To deploy a new model version to a small subset of users or systems for testing
- D. To create synthetic data
Answer: C
NEW QUESTION # 15
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