{ "pair": "ETHUSDT", "timeframe": "15m", "model_family": "LightGBM", "runtime_target": "edge", "artifact_format": "weights_bundle", "parameters": { "lookback": 100, "horizon": 3, "threshold": 0.003, "min_confidence": 0.5 }, "training_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "inference_requirements": [ "numpy", "pandas", "scikit-learn", "lightgbm", "joblib" ], "symbol": "ETHUSDT", "description": "ETHUSDT adaptive threshold classifier strategy using LightGBM", "disclaimer": "Educational template only. Not financial advice." }