Model Drift Monitoring (Live Data)
When connected to live sensors, the model can monitor real-time error. Increasing MAE or residuals indicates drift.
Use:
Use:
- Compare live MAE to training MAE
- If live MAE > 2× training MAE → retraining recommended
Try it in the app
Try: Connect a device in the Connect menu → make predictions → watch the trend chart for rising error.