Predictive Analytics Output Discussion
I need to understand the attached file for decision making and building predictive models for post estimation. Please give some reference or discussion regarding to my concern.
Thanks.
Posted: 2 years ago
We'd prefer it if you saw us at our best.
Pega Collaboration Center has detected you are using a browser which may prevent you from experiencing the site as intended. To improve your experience, please update your browser.
Hi HeroT143,
The screenshot is the output of running a predictive model.
Result: this is the label associated to the Class. The predictive model rule allows you to set your own label. In strategies this will be available as pxResult.
Score: this the output score of the predictive model
Class: this is the score interval number. For example, if your score distribution was divided into deciles, this would be the index of the decile
Percentage: this is the number of cases (expressed in a percentage) of the population that are assigned to this Class (score interval)
Behavior: this is the behavior related to this Class. The meaning depends on the outcome you are predicting. For example if the outcome is the defaulting on a loan then the behavior would be the probability to default
Lift: this the ratio of behavior in this Class to the overall behavior
These outputs are also available to use in a Strategy. When you use the predictive model in a strategy, check out the 'Output mapping' tab,
Regards,
Ivar
Let's add a picture from https://mesh.pega.com/docs/DOC-90494