What is an Evaluation Window?

Evaluation Window

In machine learning monitoring and observability, the evaluation window is plot of the period or duration of time against the metric being calculated. For instance, the previous 30 days. Any evaluation metric that can be represented as a duration of time can be visualized as an evaluation window.