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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q31-Q36):

NEW QUESTION # 31
What is the main advantage of ensemble learning methods, such as Random Forest, in a machine learning pipeline?

A. They are not suitable for large datasets.
B. They are simple and easy to interpret.
C. They require minimal data preprocessing.
D. They combine multiple models to improve predictive performance.

Answer: D

NEW QUESTION # 32
Which metric is commonly used to evaluate the performance of a regression model?

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

Answer: B

NEW QUESTION # 33
What does the term "bias" in machine learning refer to?

A. A model's inability to generalize to new data
B. The overall accuracy of a model
C. The simplicity of a model
D. Systematic errors that cause a model to consistently underpredict or overpredict

Answer: D

NEW QUESTION # 34
Which feature extraction method can take both interval variables and class variables as inputs?

A. Autoencoder
B. Principal component analysis
C. Singular value decomposition
D. Robust PCA

Answer: A

NEW QUESTION # 35
When assessing a classification model, what is the confusion matrix used to measure?

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

Answer: B

NEW QUESTION # 36
......

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Valid A00-406 Exam Format - A00-406 Test Price

Free PDF Quiz Pass-Sure SASInstitute - A00-406 - Valid SAS® Viya® Supervised Machine Learning Pipelines Exam Format

SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q31-Q36):

Free PDF 2025 Perfect A00-406: Valid SAS® Viya® Supervised Machine Learning Pipelines Exam Format

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