Interpretation Rules
A feature is not accepted just because AUC improves. It must also improve OOS policy replay or recent roleplay without creating a large false-block problem.
The feature unit here is a controlled family, not one raw column. A family can expand into several columns when those columns are mathematically the same idea across windows or side-normalized variants.
Latest Run
Feature Ledger
| feature | priority | status | calculation logic | data | added | AUC | Delta AUC | PR-AUC | Brier | OOS PnL/ct | Delta PnL/ct | 96h roleplay | notes |
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