Model Drift, Automatic Retraining and How Not to Ruin your Models

Predictive models used in business processes are prone to loose their business value over time. This can be due to model drift or a result of unforseen side-effects of automatically retraining the model. In this blog we explain what model drift is and why (automatic) retraining can be a good way to deal with it. […]