SASInstitute A00-406 : SAS® Viya® Supervised Machine Learning Pipelines

A00-406 real exams

Exam Code: A00-406

Exam Name: SAS® Viya® Supervised Machine Learning Pipelines

Updated: Sep 23, 2026

Q & A: 98 Questions and Answers

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SASInstitute A00-406 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building Models40-46%- Model comparison and selection
- Supervised model creation (decision trees, ensembles, SVM, neural networks)
Topic 2: Model Assessment and Deployment24-30%- Assessing model performance (metrics, ROC curves, confusion matrices)
- Deploying models into production
Topic 3: Data Sources30-36%- Exploring and modifying data
- Importing and preparing data
- Dimensionality reduction and feature engineering

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

Question #1

When building a recommendation system, what does "collaborative filtering" rely on?

  • A. The past behavior or preferences of users
  • B. Item-based clustering
  • C. The characteristics of the items being recommended
  • D. The popularity of items
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #2

What is the primary role of a loss function in model training?

  • A. To measure the difference between predicted and actual values
  • B. To visualize the data
  • C. To assess the accuracy of the model
  • D. To maximize the model's performance
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #3

What is overfitting in machine learning, and how can it be addressed in a pipeline?

  • A. Overfitting is not a concern in machine learning pipelines.
  • B. Overfitting occurs when the model fits the training data too closely and may not generalize well. It can be addressed by regularization techniques.
  • C. Overfitting occurs when the model is too simple and underperforms.
  • D. Overfitting occurs when the model is too complex and overperforms.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #4

Which evaluation metric is commonly used for assessing the performance of a binary classification model?

  • A. Accuracy
  • B. Mean Absolute Error (MAE)
  • C. Root Mean Squared Error (RMSE)
  • D. R-squared
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #5

In reinforcement learning, what is the "reward signal"?

  • A. A numerical value that indicates the performance of an action taken by the agent
  • B. A regularization parameter
  • C. The accuracy of the model's predictions
  • D. The final prediction made by the model
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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