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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions:
1. In natural language processing, what does "stemming" involve?
A) Grouping similar words together based on their meanings
B) Reducing words to their base or root form
C) Creating new words to improve model performance
D) Converting text to numbers for model input
2. When assessing a classification model, what is the confusion matrix used to measure?
A) Model accuracy
B) Data distribution
C) Model complexity
D) Precision and recall
3. In model assessment, what is the purpose of feature importance analysis?
A) To visualize data distribution
B) To create synthetic features
C) To assess data quality
D) To evaluate the significance of input features in making predictions
4. What does the term "bagging" refer to in ensemble learning?
A) The process of combining multiple identical models to reduce variance
B) A form of dimensionality reduction
C) A type of feature extraction
D) A technique that reduces model complexity
5. What does "data lineage" refer to in the context of data source management?
A) The physical location of data storage
B) The structure of a relational database
C) The history of data transformation processes
D) The security protocols for data access
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: C |
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