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The PEGACPDS88V1 exam consists of 65 multiple-choice questions and is timed for 90 minutes. The exam is computer-based and can be taken at one of the Pega testing centers. The exam is available in multiple languages, including English, Japanese, and Chinese.
Pegasystems Certified Pega Data Scientist 88V1 Sample Questions (Q104-Q109):
NEW QUESTION # 104
Acquiring new customers can be more costly than retaining active customers. U+ Bank uses Pega Customer Decision Hub for its customer engagement and wants to reduce the churn rate by identifying high churn risk customers and making them a retention offer.
To meet this requirement, which two artifacts created by a data scientist allow the NBA specialist to implement the decision strategy? (Choose Two)
- A. A control group
- B. An adaptive model
- C. A predictive model
- D. A prediction
Answer: A,C
Explanation:
Explanation
According to the Data Scientist Student Guide1, page 18, the correct answer is B. A predictive model and C. A control group. A predictive model is a mathematical representation of a real-world process that can be used to predict an outcome based on input data. A control group is a subset of customers who are not exposed to a treatment (such as an offer) and are used to measure the effectiveness of the treatment by comparing their behavior with the treated group.
NEW QUESTION # 105
What type of a predictor can you use in an adaptive model?
- A. Logical
- B. Symbolic
- C. Page Type
- D. Integer
Answer: B
Explanation:
Explanation
In an adaptive model, you can use Symbolic predictors.
NEW QUESTION # 106
What are two of the results of an adaptive model? (choose two)
- A. Performance
- B. Evidence
- C. Segment
- D. Priority
Answer: A,B
Explanation:
Explanation
Performance and evidence are two of the results of an adaptive model. Performance is the percentage of positive responses that the model predicts for a given predictor profile. Evidence is the number of customers who exhibited statistically similar behavior. References:
https://community.pega.com/sites/default/files/help_v82/procomhelpmain.htm#rule-/rule-decision-/rule-decision
NEW QUESTION # 107
When building a predictive model, the use of testing and validation samples_______________
- A. validates the quality of input data
- B. enables model validation in strategies
- C. increases the accuracy of models
- D. is mandatory for segmentation
Answer: C
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 # 108
When building a predictive model, the Data Analysis stage is where you
- A. group predictors
- B. create data samples
- C. select the input data
- D. determine the output field
Answer: C
Explanation:
Explanation
When building a predictive model, the Data Analysis stage is where you select the input data that will be used to train and test the model. You can also filter, group, or transform the input data to improve its quality and relevance. References: https://academy.pega.com/module/predictive-analytics/topic/analyzing-data
NEW QUESTION # 109
……
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