Product Definition(s) Stability

From The Foundation for Best Practices in Machine Learning
Technical Best Practices > Performance Robustness > Product Definition(s) Stability

Product Definition(s) Stability


Document and assess the stability of historic and prospective Product Definition(s) and Product Aim(s). If unstable, take measures to redefine or, failing that, to correct for or mitigate as much as is reasonably practical.


To (a) ensure that Product Definition(s) and Models remain stable and up-to-date in light of Product Domain Stability; and (b) highlight associated risks that might occur in the Product Lifecycle.

Additional Information