A data scientist uses PROC ASSESS in SAS to evaluate a deployed logistic regression model. Which capability does PROC ASSESS provide that directly addresses model drift detection?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because PROC ASSESS produces model performance reports including KS statistics, lift charts, and ROC curves that can be computed on new data and compared to baseline performance, enabling drift detection by monitoring performance degradation over time. A is wrong because PROC ASSESS does not retrain models.
Full explanation below image
Full Explanation
B is correct because PROC ASSESS produces model performance reports including KS statistics, lift charts, and ROC curves that can be computed on new data and compared to baseline performance, enabling drift detection by monitoring performance degradation over time. A is wrong because PROC ASSESS does not retrain models. C is wrong because PROC ASSESS is a post-deployment evaluation tool, not a deployment mechanism. D is wrong because PROC ASSESS focuses on outcome-based performance metrics, not feature importance.