| { | |
| "feature_cols": [ | |
| "z_score", | |
| "rsi", | |
| "bb_exceeds", | |
| "current_deviation", | |
| "atr_pct", | |
| "adx", | |
| "vol_ratio", | |
| "volume" | |
| ], | |
| "best_params": { | |
| "gamma": 0.1, | |
| "learning_rate": 0.05, | |
| "max_depth": 3, | |
| "n_estimators": 200 | |
| }, | |
| "scale_pos_weight": 0.006037605658099017, | |
| "z_threshold": 2.0, | |
| "lookahead_candles": 12, | |
| "profit_threshold": 0.005, | |
| "timeframe": "1h", | |
| "trained_on_symbols": [ | |
| "BTC/USDT:USDT", | |
| "ETH/USDT:USDT", | |
| "SOL/USDT:USDT", | |
| "BNB/USDT:USDT", | |
| "XRP/USDT:USDT", | |
| "DOGE/USDT:USDT" | |
| ], | |
| "test_accuracy": 0.9938271604938271 | |
| } |