| { | |
| "coin_id": "cardano", | |
| "trained_at": "2025-10-24T07:43:56.656199", | |
| "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": 0.02356175470501515, | |
| "mae": 0.015501237631025462 | |
| }, | |
| "GradientBoosting": { | |
| "rmse": 0.019471375243197635, | |
| "mae": 0.011446046653590383 | |
| }, | |
| "LinearRegression": { | |
| "rmse": 0.004665018641106675, | |
| "mae": 0.003332648587225067 | |
| }, | |
| "LSTM": { | |
| "rmse": 0.022170208367825277, | |
| "mae": 0.01599744808748327 | |
| } | |
| } | |
| } |