| { | |
| "coin_id": "stellar", | |
| "trained_at": "2025-10-24T07:49:07.734838", | |
| "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": 0.02174202971761481, | |
| "mae": 0.017531209896823843 | |
| }, | |
| "GradientBoosting": { | |
| "rmse": 0.022060462086454995, | |
| "mae": 0.018318490968200537 | |
| }, | |
| "LinearRegression": { | |
| "rmse": 0.0018828441911227381, | |
| "mae": 0.0015043796130052042 | |
| }, | |
| "LSTM": { | |
| "rmse": 0.013582841778418007, | |
| "mae": 0.010451198173302612 | |
| } | |
| } | |
| } |