{ "coin_id": "chainlink", "trained_at": "2025-10-24T07:47:04.939463", "feature_columns": [ "price", "SMA_7", "SMA_25", "SMA_99", "EMA_12", "EMA_26", "RSI", "MACD", "Signal_Line", "MACD_Histogram", "BB_Upper", "BB_Middle", "BB_Lower", "Stoch_K", "Stoch_D", "Volatility", "price_change", "price_lag_1", "price_lag_3", "price_lag_7", "price_lag_14", "price_rolling_mean_7", "price_rolling_std_7" ], "performance": { "RandomForest": { "rmse": 0.8245752131027141, "mae": 0.6577140883348862 }, "GradientBoosting": { "rmse": 0.814107158476044, "mae": 0.6364056871132802 }, "LinearRegression": { "rmse": 0.1695125990383863, "mae": 0.12461453134476887 }, "LSTM": { "rmse": 0.7091785817242414, "mae": 0.5554589466676513 } } }