Task 3: Integrating the predictive model into a decision model
You update the decision model by replacing a function node with a prediction node that
calls your transparent predictive model.
- Go to the Retention offer decision model.
- Delete the Churn function node.
- Create a predictive node and select Transparent churn in the Predictions drop-down menu.
- Connect the Transparent churn node to the Retention monthly budget decision node.
- Select the Retention monthly budget node.
- Go to the Logic tab and edit the size importance
rule. Update the rule part that is in error to use the Transparent churn
predictive model instead of the churn decision
model:
-- Get churn prediction from predictive model set Churn to the transparent churn computed from Subscription being Subscription , CustomerRecord being Customer; - Return to the diagram and run the decision model:
- Go to the Run tab.
- Create different test data sets to see which offer is suggested depending on the predictive churn.