SASInstitute A00-406 Valid Guide Files | A00-406 Cert Exam
SASInstitute A00-406 Valid Guide Files | A00-406 Cert Exam
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SASInstitute SAS® Viya® Supervised Machine Learning Pipelines Sample Questions (Q57-Q62):
NEW QUESTION # 57
When deploying a model, what is "model explainability"?
- A. The process of data preprocessing
- B. The simplicity of the model
- C. The capability to interpret and understand the model's decisions and predictions
- D. The time it takes to make predictions
Answer: C
NEW QUESTION # 58
In reinforcement learning, what is the "reward signal"?
- A. The accuracy of the model's predictions
- B. A numerical value that indicates the performance of an action taken by the agent
- C. The final prediction made by the model
- D. A regularization parameter
Answer: B
NEW QUESTION # 59
When deploying a machine learning model, what is "model drift"?
- A. A sudden increase in the model's accuracy
- B. The process of feature extraction
- C. A measure of feature importance
- D. A change in the distribution of the input data or target variable over time
Answer: D
NEW QUESTION # 60
What is the main goal of data preprocessing in a machine learning pipeline?
- A. To prepare the data for analysis and modeling
- B. To remove irrelevant features
- C. To train the model
- D. To visualize the data
Answer: A
NEW QUESTION # 61
Which algorithm is commonly used for binary classification in machine learning pipelines, especially when dealing with imbalanced datasets?
- A. K-Means Clustering
- B. Linear Regression
- C. Support Vector Machine (SVM)
- D. Principal Component Analysis (PCA)
Answer: C
NEW QUESTION # 62
......
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