ML Evaluation Methodology

Calibration as position sizing: one over-confident asset, six under-confident, no single fix

A per-asset Venn-Abers audit of seven crypto models found ETH claiming 93.8% and delivering 45.5%, while XRP delivered 93.1% at 64.9% stated. Opposite errors need opposite corrections.