Set Drift Thresholds and Triggers
Decide when drift should kick off a retrain.
From Detecting to Deciding
Measuring drift is only half the job. The real value is deciding when a shift is big enough to act. That means setting thresholds and triggers. 🚦
What a Threshold Is
A threshold is the line a drift metric must cross before you react. Below it you stay calm; above it you investigate or retrain.
All lessons in this course
- Data Drift vs Concept Drift
- Measure Drift with PSI and KS
- Generate Drift Reports with Evidently
- Set Drift Thresholds and Triggers