Reports

Learn how to work with drift reports.

Creating Reports

Reports are created automatically by the Monitor:

report = monitor.check(prod_df)

Report Properties

• status - Overall drift status (OK, WARNING, CRITICAL)
• has_drift() - Boolean drift indicator
• drift_ratio() - Percentage of drifted features
• drifted_features() - List of feature names with drift
• feature_results - Per-feature detailed results

Usage Examples

See API Reference for full documentation.