In SAS Model Manager, a data scientist configures a performance monitoring job that compares model predictions to actual outcomes. Which SAS procedure is most commonly used within this monitoring workflow to generate model fit statistics?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because PROC ASSESS is SAS's purpose-built model assessment procedure that computes model performance statistics including KS statistic, cumulative lift, ROC curves, and other fit statistics on scored data where actual outcomes are known, making it the standard tool in SAS Model Manager monitoring workflows. A (PROC HPLOGISTIC with VALIDATE=) is a training-time tool, not a post-deployment monitoring tool.
Full explanation below image
Full Explanation
B is correct because PROC ASSESS is SAS's purpose-built model assessment procedure that computes model performance statistics including KS statistic, cumulative lift, ROC curves, and other fit statistics on scored data where actual outcomes are known, making it the standard tool in SAS Model Manager monitoring workflows. A (PROC HPLOGISTIC with VALIDATE=) is a training-time tool, not a post-deployment monitoring tool. C (PROC COMPARE) compares dataset structure and values, not model performance. D (PROC TABULATE) produces descriptive tables but not calibrated model fit statistics.