Calibration Check (Sports)

Overview

A model can rank teams well and still be miscalibrated. If the model says 30%, about 30% of those cases should hit.

This skill measures probability reliability for sports models and supports a human-reviewed verdict grounded in evaluation provenance, uncertainty, and segment stability.

Discrimination metrics (AUC, accuracy) do not replace calibration.

When to Use This Skill

Use when: