What is Process Drift?
Industrial processes change over time due to equipment wear, calibration drift, raw material variation, or environmental conditions.
Effects:
Effects:
- Model accuracy decreases
- Residuals increase
- Prediction intervals widen
- Monitor MAE over time
- Retrain the model when drift is detected
Try it in the app
Try: Compare recent predictions to historical MAE in the Predict tab trend chart.