To enable an assessment of its reliability, the Adaptive Model produces three outputs: Propensity. Performance and Evidence.
The performance of an Adaptive Model that has not collected any evidence is_____________________.
A. 1-0
B. null
C. 0.5
D. 0.0
evidence an assessment of its viability, the Adaptive Model produces three outputs: Propensity, Performance and
What is evidence in the context of an Adaptive Model?
A. The likelihood of a statistically similar behavior
B. The number of customers who exhibited statistically similar behavior
C. The number of statistical bins used to evaluate the response
D. The number of customers who have responded to the modeled offer
When selecting the list of predictors for an adaptive model you should
A. consider a wide range of properties
B. always use numeric type for integer properties
C. select at least one date property
D. select up to a maximum of 500 predictors
A telecom company is interested in improving customer engagement on social media. However, there are hundreds of relevant messages posted every day, and it is not practical for customer service representatives (CSRs) to review and respond to all messages. Instead, CSRs should focus on negative messages.
What do you need to analyze the incoming messages?
A. Predictive model
B. Adaptive model
C. Text categorization model
D. Text extraction model
When defining outcomes for an Adaptive Model you must define_________________.
A. only negative behavior values
B. positive, negative and neutral behavior values
C. one or more positive behavior values
D. behavior values to be ignored
What is the most accurate description of proactive retention?
A. Anticipates potential customer churn
B. Enables the business to reduce the number of credit risk customers
C. Enables business to respond to customers when they contact a call center
D. Simplifies the process of retaining customers
As a Data Scientist you want to use a predictive model to detect potential churn for a telco company. Which three options do you have? (Choose Three)
A. Import a third party PMML model
B. Use a Google ML model
C. Create a Text extraction model
D. Create an adaptive self-learning model
E. Use Pega machine learning to build a model
From two chum models with the similar performance, we choose the one with the________________.
A. highest number of predictors
B. most evidence
C. highest churn rate
D. fewest number of predictors
What are two results of an Adaptive Model? (Choose Two)
A. Priority
B. Propensity
C. Segment
D. Performance
In a decision strategy, in order to select the proposition with the highest propensity, you use a
A. Priorities component, and sort propensity from highest to lowest
B. Priorities component, and sort propensity from lowest to highest
C. Switch component, and sort propensity from lowest to highest
D. Switch component, and sort propensity from highest to lowest