YUCLAW v5.0.0 Forward Tracking + In-Sample Validation
Validation LabOpen Index EvidenceCanada Resources EvidenceForward TrackingGitHubPyPILedgerMethodologyHome generated 2026-07-23 23:00 UTC
Cohort-level event study: Validation Lab →
DISCLAIMER — Research / education only. Not investment advice. Past results — in-sample or forward-tracked — do not predict future performance. YUCLAW is not a registered investment adviser.
FORWARD TRACKING LEDGER — Out-of-Sample · data through 2026-07-22
date range 2026-05-20 → 2026-07-23  ·  total signals 3953  ·  directional 1224
labelndirectional matured 1d/5d/20d hit 1d/5d/20d median return 5d median excess 5d
BULLISH618618610/600/42358% (n=610) / 58% (n=600) / 69% (n=423)+0.7%+0.5%
NEGATIVE_EVENT998/7/250% (n=8) prelim / 29% (n=7) prelim / 100% (n=2) prelim+2.3%+1.6%
NEUTRAL173401707/1591/1111— / — / —+0.2%+0.0%
STRONG_BULLISH136136135/134/10943% (n=135) / 26% (n=134) / 9% (n=109)-2.9%-1.8%
WATCH9950974/848/483— / — / —+0.2%+0.1%
WEAKENING461461440/378/16643% (n=440) / 48% (n=378) / 62% (n=166)+0.1%+0.4%
OVERALL395312243874/3558/229451% (n=1193) / 50% (n=1119) / 58% (n=700)+0.2%+0.0%
Frozen historical window (2026-02-18 → 2026-05-13) — this regime closed when forward tracking began and is never updated, by design.
IN-SAMPLE EVENT VALIDATION — Replay
date range 2026-02-18 → 2026-05-13  ·  total signals 1027  ·  directional 235
⚠ Note on the in-sample panel: market-data components C1 / C3 / C4 / C5 / C7 ran at 0.3 confidence because the upstream dashboard cache holds only the latest snapshot. Evidence components C6 (events), C8 (cascade), C9 (model trust) are point-in-time exact. The in-sample event validation therefore primarily reflects the evidence layer.
labelndirectional matured 1d/5d/20d hit 1d/5d/20d median return 5d median excess 5d
BEARISH_WATCH111/1/10% (n=1) prelim / 0% (n=1) prelim / 100% (n=1) prelim+0.5%-1.1%
BULLISH505050/50/5040% (n=50) / 64% (n=50) / 82% (n=50)+1.5%+1.5%
NEGATIVE_EVENT373737/37/3765% (n=37) / 57% (n=37) / 51% (n=37)-1.2%-0.6%
NEUTRAL3390339/339/339— / — / —+0.1%-0.3%
WATCH4530453/453/453— / — / —-0.1%-0.4%
WEAKENING147147147/147/14756% (n=147) / 50% (n=147) / 37% (n=147)+0.1%-0.2%
OVERALL10272351027/1027/102754% (n=235) / 54% (n=235) / 49% (n=235)+0.1%-0.3%
METHODOLOGY
Full methodology, data sources, limitations, and definitions are documented at docs/methodology/backfill.md. Key points: data window is 2026-02-18 to 2026-05-17 (~90 days, all post-Llama 3.1 70B training cutoff); in-sample signals were reconstructed via point-in-time replay (leak-audited, zero future-event leakage); the Forward Tracking Ledger begins 2026-05-20 and matures daily — 20-day outcomes mature in mid-June.
DISCLAIMER — Research / education only. Not investment advice. Past results — in-sample or forward-tracked — do not predict future performance. YUCLAW is not a registered investment adviser.