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Pegasystems Certified Pega Data Scientist 88V1 Sample Questions (Q13-Q18):

NEW QUESTION # 13
Lift is key metric for the performance of the adaptive models.
To measure lift, you need a____________

A. Control group with a new actionB. Standard model as a benchmarkC. New adaptive modelD. Control group with random actions

Answer: D

Explanation:
Explanation
Lift is a key metric for the performance of the adaptive models. To measure lift, you need a control group with random actions. Lift is the ratio of the performance of the adaptive model to the performance of the control group. A control group is a subset of customers who receive random actions instead of the ones suggested by the model. References:
https://community.pega.com/sites/default/files/help_v82/procomhelpmain.htm#data-/data-adm-/data-adm-model

NEW QUESTION # 14
When you build a decision strategy, what property do you use to access the output of a prediction that is driven by a predictive model markup language (PMML) model?

A. pxResultB. pxSegmentC. pxEvidenceD. nxOutcome

Answer: A

Explanation:
Explanation
The pxResult property is used to access the output of a prediction that is driven by a PMML model. It contains the predicted value or class for each record in the input data set. References:
https://academy.pega.com/module/predictive-analytics/topic/using-pmml-models

NEW QUESTION # 15
When building a predictive model, in which development step is the regression model created?

A. Data AnalysisB. Model ExportC. Model DevelopmentD. Model Analysis

Answer: C

NEW QUESTION # 16
Predictions combine predictive analytics and best practices in data science. As a data scientist, what is a valid reason to adjust the default response timeout in a prediction?

A. Increase liftB. Limit the number of responsesC. Suit the use caseD. Optimize the success rate

Answer: C

Explanation:
Explanation
As a data scientist, a valid reason to adjust the default response timeout in a prediction is to suit the use case.

NEW QUESTION # 17
A Scoring Model allows you to differentiate between

A. Good, Better, BestB. Good, Bad, UnknownC. Good, BadD. Accept, Reject, Maybe Later

Answer: A

Explanation:
Explanation
A scoring model allows you to differentiate between Good, Better, and Best outcomes for a given proposition or action. A scoring model assigns a numerical value to each outcome based on its desirability or profitability for the business. References:
https://academy.pega.com/module/predictive-analytics/topic/using-scoring-models

NEW QUESTION # 18
......

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