What is a Baseline Distribution in Machine Learning?

Baseline Distribution

A baseline distribution refers to a model dataset used as a reference or comparison to the model’s current (production) distribution. Baseline distributions in Arize AI’s platform can be training datasets, validation datasets, or prior time periods of production.