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

1. What is the primary role of a loss function in model training?

A) To maximize the model's performance
B) To assess the accuracy of the model
C) To visualize the data
D) To measure the difference between predicted and actual values

2. What is the primary purpose of model documentation in the model deployment phase?

A) To provide information on the model's development, architecture, and usage
B) To create synthetic data
C) To assess data quality
D) To evaluate the model's accuracy

3. Which statements are true for the F1 score?
(Choose 2.)

A) F1 score is calculated based on a depth value.
B) F1 score is calculated based on a cut off value.
C) F1 score is applicable to a model with a binary target.
D) F1 score is applicable to a model with an interval target.

4. In the context of model assessment, what does "bias" refer to?

A) The process of feature engineering
B) A systematic error that causes a model to consistently overpredict
C) The simplicity of the model
D) A measure of the model's precision

5. Which algorithm is commonly used for decision-making tasks in classification models?

A) Decision Trees
B) K-Means
C) Principal Component Analysis (PCA)
D) Linear Regression

Solutions: