Ultimate Gold Hybrid

Key Benefits at a Glance:
✔ Lorentzian ML signal generation
✔ Majority voting across 3 timeframes
✔ Automatic market regime detection
✔ Smart equity recovery with group profit targets
✔ 1% risk‑based adaptive lot sizing
✔ ATR‑based dynamic SL/TP & trailing
✔ Emergency drawdown cut
✔ Live on‑chart info panel

Hybrid Lorentzian Gold ML EA v2.0 – Intelligent Adaptive Trading for XAUUSD

• Next‑Gen Machine Learning Core
  A Lorentzian KNN classifier analyzes 5 normalized features (RSI, WaveTrend, CCI, ADX, RSI) in real time, detecting subtle market patterns that ordinary strategies miss.

• Multi‑Timeframe Confirmation
  20‑EMA filters on Current, H1, and H4 timeframes form a majority‑voting system that filters out noise and confirms only high‑probability entries.

• Market‑Regime Aware
  The EA automatically identifies whether the market is trending, ranging, or highly volatile, and adapts its lot size, TP/SL multipliers, and trade logic accordingly – no manual intervention needed.

• Built‑in Equity Recovery System
  If drawdown reaches a user‑defined threshold, the recovery engine kicks in with smart sequencing: it scales into positions using a controlled multiplier and automatically locks in profits once the group target is achieved, protecting your account from prolonged drawdowns.

• Fully Adaptive Risk & Money Management
  Dynamic lot sizing respects a fixed 1% risk per trade (adjustable), while respecting broker volume limits and margin constraints. Trailing stops, breakeven, and dynamic TP based on ATR keep profits running and cut losses short.

• Emergency Protection
  A hard drawdown stop closes the worst‑performing position if drawdown exceeds a set percentage, acting as a final safety net.

• Live Dashboard & Debugging
  A real‑time on‑chart panel shows balance, equity, drawdown, current regime, ML signal strength, and trade limits – everything you need to monitor performance without switching windows.

• Validation‑Ready & Reliable
  The code is fully validated for MetaTrader 5 Market, with suppressed log output in the Strategy Tester, proper error handling, and no resource leaks.