Major model upgrade and pair expansion. All ML models migrated to H4 v3 ensemble format with multi-timeframe D1/W1 context. 13 validated pairs now active, USDCAD disabled after failing validation.
Model & Pair Upgrades
13 Validated Trading Pairs
Added GBPUSD, USDCHF, EURGBP, AUDNZD, CADJPY, NZDJPY, CHFJPY. USDCAD disabled after range model scored 0.456 (below random). Backtest: +12,724 pips, 1,385 trades, 57.8% win rate.
H4 V3 Ensemble Models
New LightGBM + XGBoost ensemble models trained on H4 data with daily and weekly context features. Migrated from .pkl to .joblib format for better cross-version compatibility.
Multi-Timeframe Feature Pipeline
Fixed critical feature mismatch where ~40% of model features were zero-filled at inference time. D1 and W1 features now computed correctly, matching the training pipeline.
Fixes & Improvements
Model Path Discovery
Fixed model loader finding old .pkl models instead of new .joblib files. Both v3 GUI and server now correctly discover .joblib models.
Telegram & Signal Distribution
Market update broadcasts now show up to 13 pairs. Signal templates remain pair-agnostic and dynamically format all supported pairs.
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