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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q72-Q77):

NEW QUESTION # 72
Which statements are true for the F1 score?
(Choose 2.)

A. F1 score is applicable to a model with an interval target.
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 calculated based on a depth value.

Answer: B,C

NEW QUESTION # 73
When assessing a classification model, what is the confusion matrix used to measure?

A. Precision and recall
B. Data distribution
C. Model complexity
D. Model accuracy

Answer: A

NEW QUESTION # 74
Which type of model is well-suited for solving classification problems when dealing with high- dimensional data, such as text?

A. Support Vector Machine (SVM)
B. K-Means Clustering
C. Linear Regression
D. Random Forest

Answer: A

NEW QUESTION # 75
Which of the following best describes unstructured data?

A. Data stored in a relational database
B. Data that is difficult to process and lacks a predefined structure
C. Data that is organized in rows and columns
D. Data with a clear schema

Answer: B

NEW QUESTION # 76
Which SAS Viya component is typically used for deploying and monitoring machine learning models in production?

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

Answer: B

NEW QUESTION # 77
......

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