| { | |
| "coin_id": "solana", | |
| "trained_at": "2025-10-24T07:44:24.342617", | |
| "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": 17.08250315262162, | |
| "mae": 13.315520050190322 | |
| }, | |
| "GradientBoosting": { | |
| "rmse": 12.427765950856825, | |
| "mae": 9.317539656217471 | |
| }, | |
| "LinearRegression": { | |
| "rmse": 1.7886071791357747, | |
| "mae": 1.3226090599612077 | |
| }, | |
| "LSTM": { | |
| "rmse": 36.64183710290767, | |
| "mae": 32.015920365627075 | |
| } | |
| } | |
| } |