Don’t be seduced by the allure: A guide for how (not) to use machine learning metrics in experiments

In this Medium article we introduce the Experimentation with Modeled Variables Playbook (xMVP) to help teams navigate the appropriate use of machine learning metrics in experiments.

This work is also featured in the Analytics at Meta Medium blog article Four Analytics Best Practices We Adopted — and Why You should Too.