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As a data scientist, you have enabled capturing of historical data in an adaptive model. Which two data elements are captured for every customer interaction? (Choose Two)

A.

The value of only the active predictors

B.

The outcome of the interaction

C.

The model metadata

D.

The propensity generated by the model

E.

The value of all predictors

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.

Suit the use case

B.

Optimize the success rate

C.

Increase lift

D.

Limit the number of responses

When you create a decision strategy from scratch and want to associate an adaptive model with each action, you need to_______.

A.

Capture the customer's response

B.

Define the adaptive model instances in Adaptive Decision Manager

C.

Link all actions with an adaptive model decision component

D.

Create an adaptive model rule for each action

U+ Telecom wants to engage in proactive retention to reduce churn. As a data scientist, you create a prediction that calculates the probability that a client is likely to cancel a subscription. What type of prediction do you create?

A.

Case management_____

B.

Customer Decision Hub

C.

Text analytics

When implementing a Next-Best-Action project, which step is recommended to be taken first?

A.

Define Issue and Group hierarchy

B.

Define propositions

C.

Define business rules

D.

Define prioritization formula

Lift is key metric for the performance of the adaptive models.

To measure lift, you need a____________

A.

Standard model as a benchmark

B.

Control group with random actions

C.

Control group with a new action

D.

New adaptive model

Adaptive models can start to learn without historical evidence. What is the starting propensity of every action?

A.

50

B.

0

C.

1

D.

0.5

The decision components used on the strategy canvas are interconnected by arrows. What does a solid arrow from a "Set Property" component to a "Filter" component mean?

A.

To evaluate the "Set Property" component, the "Filter" component is evaluated first.

B.

There is a one-to-one relationship between a "Set Property" and a "Filter" component.

C.

A property from the "Set Property" component is referenced by the "Filter" component.

D.

Information from the "Set Property" component is copied over to the "Filter" component.

To confirm the continuing accuracy of your adaptive models, adaptive models must be regularly inspected. Which two tasks are part of a regular inspection? (Choose Two)

A.

Update the models______________________________

B.

Check the performance and success rate of the models

C.

Adjust the advanced settings________________

D.

Check the performance of individual predictors

E.

Add the historical data collected since the last inspection

The standardized machine learning process (MLOps) lets you replace a low-performing predictive model that drives a prediction with an updated model. When you approve the model, a change request is automatically generated in__________

A.

the business operations environment

B.

an external environment

C.

the production environment