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

1. Refer to the exhibit below:

Based on the output from the Data Exploration node shown in the exhibit, which variable has the most thin tails (most platykurtic distribution)?

A) Logi_rfm4
B) Logi_rfm8
C) Logi_rfm12
D) Logi_rfm6

2. Which of the following is NOT a common data format for exchanging data between systems?

A) HTML (Hypertext Markup Language)
B) SQL (Structured Query Language)
C) CSV (Comma-Separated Values)
D) JSON (JavaScript Object Notation)

3. In model assessment, what is the purpose of feature importance analysis?

A) To create synthetic features
B) To visualize data distribution
C) To evaluate the significance of input features in making predictions
D) To assess data quality

4. Which evaluation metric is commonly used for assessing the performance of a binary classification model?

A) Accuracy
B) R-squared
C) Root Mean Squared Error (RMSE)
D) Mean Absolute Error (MAE)

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

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

Solutions: