SASInstitute SAS® Viya® Supervised Machine Learning Pipelines - A00-406 Exam Practice Test
In the context of model assessment, what does "bias" refer to?
Correct Answer: B
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What is the main advantage of ensemble learning methods, such as Random Forest, in a machine learning pipeline?
Correct Answer: C
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Which data source allows for real-time data streaming and processing?
Correct Answer: D
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Which evaluation metric is commonly used for assessing the performance of a regression model?
Correct Answer: D
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In a supervised machine learning pipeline, what is the purpose of the test data set?
Correct Answer: B
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In model assessment, what does "cross-validation" aim to address?
Correct Answer: A
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Which machine learning technique is typically used for building a model to predict a numeric target variable?
Correct Answer: C
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What is the purpose of a "canary release" in the context of model deployment?
Correct Answer: A
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Which type of model is well-suited for solving classification problems when dealing with high- dimensional data, such as text?
Correct Answer: D
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What is the primary objective of model evaluation in the context of building predictive models?
Correct Answer: A
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