Continuous Intelligence¶
This site provides documentation for this project. Use the navigation to explore module-specific materials.
How-To Guide¶
Many instructions are common to all our projects.
See ⭐ Workflow: Apply Example to get these projects running on your machine.
Project Documentation Pages (docs/)¶
- Home - this documentation landing page
- Project Instructions - instructions specific to this module
- Your Files - how to copy the example and create your version
- Glossary - project terms and concepts
Custom Project¶
Dataset¶
- I used the existing datasets, reference_metrics_case.csv and current_metrics_case.csv.
- Each dataset includes: requests, errors, and total_latency_ms
Signals¶
- New signal: error rate = errors / requests
Experiments¶
-Drift detection logic changed to compare error rates, but kept the same for requests, errors, and latency.
Results¶
- New reports: error_rate_mean_difference and error_is_drifting_flag
Interpretation¶
- Error rates can be accounted for to make business decisions, instead of looking at errors or requests alone.