{ "coin_id": "bitcoin", "trained_at": "2025-10-24T07:42:29.018007", "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": 1942.9146021446466, "mae": 1605.7745929229525 }, "GradientBoosting": { "rmse": 1878.1814422796417, "mae": 1449.6248551750616 }, "LinearRegression": { "rmse": 338.98338865070025, "mae": 261.35167466787726 }, "LSTM": { "rmse": 22511.90637468038, "mae": 21610.017624888336 } } }