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Pegasystems Certified Pega Data Scientist 88V1 Sample Questions (Q80-Q85):
NEW QUESTION # 80
When building a predictive model, the use of testing and validation samples_______________
- A. is mandatory for segmentation
- B. validates the quality of input data
- C. enables model validation in strategies
- D. increases the accuracy of models
Answer: D
Explanation:
Explanation
The use of testing and validation samples increases the accuracy of predictive models by allowing you to evaluate how well they perform on unseen data and avoid overfitting or underfitting problems. References:
https://academy.pega.com/module/predictive-analytics/topic/creating-predictive-models
NEW QUESTION # 81
Next-Best-Actionensures that communication between the business and the customer is________and_________. (Choose Two)
- A. free of jargon
- B. contextual
- C. uniform and generic
- D. timely
Answer: B,D
Explanation:
Explanation
Timely and contextual Reference:
Next-Best-Action ensures that communication between the business and the customer is timely and contextual.
NEW QUESTION # 82
To configure an adaptive model, the responses that indicate specific customer behavior must be identified.
What types of behavior need to be identified?
- A. Positive, neutral, and negative behavior
- B. Positive behavior only
- C. Positive and negative behavior
- D. Any behavior
Answer: C
Explanation:
Explanation
Positive and negative behavior Reference:
To configure an adaptive model, you must identify positive and negative behavior that indicate specific customer behavior.
NEW QUESTION # 83
The purpose of regular inspection is to detect factors that negatively influence the performance of the adaptive models and the success rate of the actions. Which two issues should be discussed with the business? (Choose Two)
- A. Actions that have a low number of responses
- B. Actions for which the model is not predictive
- C. Actions that are offered so often that they dominate other actions
- D. Predictors that are never used
- E. Predictors with a low performance_________
Answer: C,E
Explanation:
Explanation
When performing regular inspection of adaptive models, two issues that should be discussed with the business are predictors with a low performance and actions that are offered so often that they dominate other actions.
NEW QUESTION # 84
The likelihood that a proposition will be accepted by the customer is stored in the strategy property called_______.
- A. pyPropensity
- B. pyProbability
- C. pyLikelihood
- D. pyBehavior
Answer: D
Explanation:
Explanation
The likelihood that a proposition will be accepted by the customer is stored in the strategy property called pyBehavior. This property is calculated by an adaptive model or a predictive model and reflects the customer's propensity to respond to an offer. References:
https://academy.pega.com/module/creating-and-understanding-decision-strategies-archived/topic/using-predictio
NEW QUESTION # 85
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