{
  "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
}