concept:pr-curves
Pr Curves
Pr Curves in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Problem framing, statistics & evaluation
Metrics, thresholds, and calibration
Use metrics, thresholds, and calibration to move the evaluation production brief toward a defensible release.
Problem framing, statistics & evaluationUncertainty and online experiments
Use uncertainty and online experiments to move the evaluation production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.