https://cognaptus.com/tags/multi-class-classification/ Recent content in Multi-Class Classification on Cognaptus Hugo -- 0.145.0 en-us Wed, 17 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-17-class-action-fairness-is-a-frontier-not-a-checkbox/ Wed, 17 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-17-class-action-fairness-is-a-frontier-not-a-checkbox/ A mechanism-first reading of OptFair, which turns multi-class fairness from a post-hoc compliance wish into an explicit accuracy-fairness operating frontier.