#ml_model_monitoring_tools

[the-tech-journal]

The objective of this article is to provide an overview of what model drift means, and how we can measure and address the same.

Before we jump into the details, let’s start with a quick understanding of what model drift is. Model drift refers to the problem of decay of a model’s predictive power based on the changes occurring in the environment.