Model monitoring signals and their reference datasets
This sheet compares Data drift, Prediction drift, Feature attribution drift, Model performance, Data quality.
| Criterion | Data drift | Prediction drift | Feature attribution drift | Model performance | Data quality |
|---|---|---|---|---|---|
| Reference baseline | Training data | Validation data | Training data | Collected ground truth | Recent past production data |
The verdict, the full comparison, 4 rules and 2 traps are part of AI-300 access. Unlock AI-300.