The drift monitor measures how different the selected data distribution is from the baseline.
Superwise offers you a number of templates for policies that monitor drift.
The feature stability metric monitors the five most important features that contribute to long-lasting drift across the entire data set.
|distribution_shift||Top 5 important features||Entire set|
You can scan input drift at the segment level.
|input_drift||Cross Features||All Segments|
alert when input is above a certain threshold from the baseline
|input_drift||Cross Features||Entire set|
Updated 10 months ago