MODEL ADOPTION #4177: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.6% to 38.3% — E8 Intelligence Research
- 1Independent Researcher, United Kingdom
Abstract
DECISION: REJECT ELEMENT: No single rule survives — the ≥6 confirmations filter is a statistical artifact, not an E8-geometry-compatible edge. EXPECTED IMPACT: Win-rate gain (+5.7pp) is real in backtest but profit-factor delta is unproven; likely reduces trade count by ~20-30%, cutting compounding and absolute PnL in live conditions. The filter does not align with Gods-Clock rhythm logic — it delays entries past optimal FADE polarity windows, degrading risk/reward on momentum breakouts. RISK: Overfits to recent low-volatility regimes; in trending markets, 6-confirmation lag causes late entries with wider stops, increasing max drawdown. Also removes occasional large winners (e.g., wkjudas GBPUSD LONG if it had been a winner), skewing the edge toward small wins and capped upside. TEST: Before any adoption, run a 90-day replay-bench on the live engine's historical tick data (E8-node timestamps) with two arms: (A) all signals, (B) ≥6 confirmations. Require ≥300 trades per arm, and
Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
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BibTeX
@misc{caldin2026model,
title = {{MODEL ADOPTION #4177: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.6% to 38.3% — E8 Intelligence Research}},
author = {Andrew Stewart Caldin},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23446971},
url = {https://zenodo.org/records/23446971},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - MODEL ADOPTION #4177: REJECT — LEDGER BENCH: Apply filter: Min confirmations >= 6 — improves win rate from 32.6% to 38.3% — E8 Intelligence Research
AU - Andrew Stewart Caldin
PY - 2026
DA - 2026/10/18
PB - Zenodo
DO - 10.5281/zenodo.23446971
UR - https://zenodo.org/records/23446971
AB - DECISION: REJECT ELEMENT: No single rule survives — the ≥6 confirmations filter is a statistical artifact, not an E8-geometry-compatible edge. EXPECTED IMPACT: Win-rate gain (+5.7pp) is real in backtest but profit-factor delta is unproven; likely reduces trade count by ~20-30%, cutting compounding and absolute PnL in live conditions. The filter does not align with Gods-Clock rhythm logic — it delays entries past optimal FADE polarity windows, degrading risk/reward on momentum breakouts. RISK: Overfits to recent low-volatility regimes; in trending markets, 6-confirmation lag causes late entries with wider stops, increasing max drawdown. Also removes occasional large winners (e.g., wkjudas GBPUSD LONG if it had been a winner), skewing the edge toward small wins and capped upside. TEST: Before any adoption, run a 90-day replay-bench on the live engine's historical tick data (E8-node timestamps) with two arms: (A) all signals, (B) ≥6 confirmations. Require ≥300 trades per arm, and Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
ER -