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SASInstitute A00-406 Exam Syllabus Topics:

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

1. Which type of data source typically stores structured data in a tabular format?

A) Relational databases
B) Text documents
C) APIs
D) NoSQL databases

2. What is the primary goal of hyperparameter tuning during model building?

A) To optimize the settings that control the model's learning process
B) To add more features to the model
C) To increase model complexity
D) To improve data preprocessing techniques

3. Which evaluation metric is commonly used for assessing the performance of a regression model?

A) Precision
B) Confusion Matrix
C) Mean Absolute Error (MAE)
D) F1 Score

4. Which type of model is commonly used for anomaly detection in datasets?

A) Linear Regression
B) Decision Trees
C) Principal Component Analysis (PCA)
D) Clustering Models

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

Solutions: