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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q59-Q64):

NEW QUESTION # 59
Which hyperparameter in a decision tree model controls the depth of the tree and helps prevent overfitting?

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

Answer: D

NEW QUESTION # 60
Which SAS Viya component is typically used for deploying and monitoring machine learning models in production?

A. SAS Model Manager
B. SAS Visual Analytics
C. SAS Data Loader
D. SAS Enterprise Miner

Answer: A

NEW QUESTION # 61
In a supervised machine learning pipeline, what is the purpose of the test data set?

A. To evaluate the model's predictions
B. To validate the model's performance
C. To train the machine learning model
D. To preprocess the data

Answer: B

NEW QUESTION # 62
Given the following properties for a neural network model, which statement is true regrading hidden units in the model? The following SAS program is submitted:

A. The number of hidden units is 1.
B. There are no hidden units in the model.
C. The number of hidden units is 26.
D. The number of hidden units is 50.

Answer: C

NEW QUESTION # 63
Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?

A. MySQL
B. Microsoft SQL Server
C. Oracle Database
D. MongoDB

Answer: D

NEW QUESTION # 64
......

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