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.


Feature stability

The feature stability metric monitors the five most important features that contribute to long-lasting drift across the entire data set.

distribution_shiftTop 5 important featuresEntire set

Dataset Shift

You can scan input drift at the segment level.

input_driftCross FeaturesAll Segments

Training-Serving skew

alert when input is above a certain threshold from the baseline

input_driftCross FeaturesEntire set