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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:

1. What is the primary goal of A/B testing in the context of model deployment?

A) To evaluate the model's accuracy
B) To compare two different versions of a model or strategy to determine which performs better
C) To create synthetic data
D) To assess data quality

2. Which type of model is typically used for time-series forecasting?

A) Decision Trees
B) Logistic Regression
C) K-Means Clustering
D) AutoRegressive Integrated Moving Average (ARIMA)

3. In the context of model deployment, what is "model compliance"?

A) The model's simplicity
B) The model's efficiency
C) The degree to which the model adheres to regulatory or ethical guidelines
D) The process of feature selection

4. What is the purpose of an ROC curve (Receiver Operating Characteristic) in model assessment?

A) To compare a model's true positive rate with the false positive rate
B) To measure feature importance
C) To evaluate regression models
D) To visualize data distribution

5. What is "model versioning" in the context of model deployment?

A) The process of evaluating model performance
B) The process of creating synthetic data
C) The process of training a model from scratch
D) The practice of keeping track of different versions of a model to maintain reproducibility

Solutions: