{ "coin_id": "litecoin", "trained_at": "2025-10-24T07:47:36.385296", "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": 2.848611572239584, "mae": 1.5753270648786584 }, "GradientBoosting": { "rmse": 2.8718520399854306, "mae": 1.8563791687599964 }, "LinearRegression": { "rmse": 0.5089057237273502, "mae": 0.34952526876822637 }, "LSTM": { "rmse": 8.545314158442947, "mae": 7.387378783296122 } } }