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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q28-Q33):

NEW QUESTION # 28
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 # 29
What is "model reevaluation" in the model deployment phase?

A. The periodic assessment of a deployed model's performance and potential retraining
B. The process of selecting features
C. The process of data preprocessing
D. The evaluation of data distribution

Answer: A

NEW QUESTION # 30
Which type of model is commonly used for anomaly detection in datasets?

A. Decision Trees
B. Clustering Models
C. Principal Component Analysis (PCA)
D. Linear Regression

Answer: B

NEW QUESTION # 31
When assessing a classification model, what is the confusion matrix used to measure?

A. Precision and recall
B. Model accuracy
C. Model complexity
D. Data distribution

Answer: A

NEW QUESTION # 32
What is the primary purpose of model assessment in the context of data science and machine learning?

A. Data visualization
B. Model building
C. Evaluating and selecting the best-performing model
D. Data preprocessing

Answer: C

NEW QUESTION # 33
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