SEBI Registered Research Analyst · Registration No. — pending
PSFINTECH
All insights

Model Architecture

Probability Calibration: Making a Model's "70%" Actually Mean 70%

20 Aug 2026 · 6 min read

SIGNAL CONFIDENCE LOW HIGH

A classifier can rank outcomes well and still be badly calibrated. Isotonic regression and the Brier score fix that — and why it matters for position sizing.

Unlock this article

Join the waitlist to keep reading

Free, takes 10 seconds, and it's just once — after this you won't see this again on this device. Already have an account? Log in instead.