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metadata.json

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+{
+  "model_id": "JonusNattapong/romeo-v7",
+  "owner": "JonusNattapong",
+  "license": "mit",
+  "tags": [
+    "trading",
+    "finance",
+    "gold",
+    "xauusd",
+    "forex",
+    "algorithmic-trading",
+    "smart-money-concepts",
+    "smc",
+    "xgboost",
+    "lightgbm",
+    "machine-learning",
+    "backtesting",
+    "technical-analysis",
+    "multi-timeframe",
+    "intraday-trading",
+    "high-frequency-trading",
+    "ensemble-model",
+    "capital-preservation",
+    "risk-management",
+    "recovery-mechanisms",
+    "dynamic-position-sizing"
+  ],
+  "artifacts": [
+    "trading_model_romeo_15m.pkl"
+  ],
+  "metrics": {
+    "initial_capital": 100.0,
+    "final_capital": 144.24,
+    "total_return_pct": 44.24,
+    "max_drawdown_pct": 8.2,
+    "total_trades": 133,
+    "win_trades": 76,
+    "win_rate": 0.571,
+    "profit_factor": 2.10,
+    "sharpe_ratio": 4.37,
+    "capital_preservation_score": 28.4,
+    "recovery_effectiveness": 1.00,
+    "risk_adjusted_return": 5.38,
+    "avg_trade": 0.33,
+    "high_confidence_trades": 98,
+    "recovery_mode_trades": 0
+  },
+  "feature_list": "artifact['features']",
+  "usage": "Load artifact with joblib.load(). Use v7/backtest_v7.py with CapitalPreservationBacktester for capital-preserving backtesting. Key settings: risk_per_trade=0.10, confidence_threshold=0.65, dynamic_position_sizing=True. Includes recovery mechanisms and volatility adjustment.",
+  "training_data": "Yahoo Finance GC=F 15m intraday data with enhanced capital preservation features",
+  "evaluation_data": "Unseen fresh 15m intraday data with capital preservation backtesting",
+  "frameworks": ["scikit-learn", "xgboost", "lightgbm"],
+  "python_version": "3.8+",
+  "dependencies": ["joblib", "pandas", "numpy", "scipy"],
+  "capital_preservation_features": {
+    "dynamic_position_sizing": true,
+    "confidence_filtering": true,
+    "recovery_mechanisms": true,
+    "volatility_adjustment": true,
+    "max_risk_per_trade": 0.15,
+    "recovery_mode_threshold": 0.85,
+    "confidence_threshold": 0.65
+  },
+  "caveats": "Capital preservation focused with dynamic risk management. Includes recovery mechanisms for drawdown periods. Historical backtests only; not financial advice. Monitor capital preservation metrics in live trading."
+}