Checking inference tuning
Check the results of the inferred behavior against the target behavior.
An assumption of modeling is that the behavior of the known outcome, such as the accepted, declined, and rejected cases, is a guide to the behavior of any case falling into the same interval or category. However, if there were few similar cases with the known behavior, the behavior may not be a reliable basis because some policy rule was in operation to reject cases, and therefore accepts were exceptional in some unknown way. This analysis is used in outcome inferencing to temper the probabilities assigned to unknowns.
In the Target behavior box, enter the inference you want to set. Click Apply.
In the Graphical view tab, review the change in the inferred behavior against the target behavior.
- Outcome inferencing
Outcome inferencing allows you to analyze and handle unknown behavior captured in the data. Because of the unknown behavior, outcome inferencing and final data analysis steps are added in the process of data analysis.