Expand description
Statistical regression detection algorithms.
Provides:
StatRegressionDetector— z-score + relative-change detector with Welford online mean/variance estimation.CusumDetector— CUSUM sequential change-point detection algorithm.
These supplement the performance-baseline detector in detector.rs with
algorithms operating directly on a streaming sequence of scalar metric
values rather than on full profiling reports.
Structs§
- Cusum
Alert - Alert emitted by
CusumDetectorwhen a change point is detected. - Cusum
Detector - CUSUM (Cumulative Sum) sequential change-point detector.
- Stat
Baseline Stats - Statistical summary of a reference sample set.
- Stat
Regression Config - Configuration for
StatRegressionDetector. - Stat
Regression Detector - Statistical regression detector for a single scalar training metric.
- Stat
Regression Event - A single detected regression event.
Enums§
- Change
Direction - The direction of a CUSUM change-point alert.
- Stat
Regression Direction - Indicates the direction that is considered “bad” for a metric.
- Stat
Regression Severity - Severity class for a detected regression event.