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

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

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

2. Which hyperparameter in a decision tree model controls the depth of the tree and helps prevent overfitting?

A) Learning rate
B) Min samples split
C) Max features
D) Max depth

3. What is the purpose of a confusion matrix in the context of classification models?

A) To compute the mean squared error
B) To visualize the data
C) To summarize the distribution of target variables
D) To evaluate model performance, especially for binary classification

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

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

5. What is the primary purpose of model assessment in the context of data science and machine learning?

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

Solutions: