{
  "strategy_name": "FreqaiPrimer",
  "params": {
    "roi": {},
    "stoploss": {
      "stoploss": -0.14
    },
    "max_open_trades": {
      "max_open_trades": 5
    },
    "buy": {
      "ADD_POSITION_THRESHOLD": -0.021,
      "BUY_THRESHOLD_MAX": -0.001,
      "BUY_THRESHOLD_MIN": -0.035,
      "COOLDOWN_PERIOD_MINUTES": 9,
      "MAX_ENTRY_POSITION_ADJUSTMENT": 3
    },
    "sell": {
      "EXIT_POSITION_RATIO": 0.472,
      "SELL_THRESHOLD_MAX": 0.065,
      "SELL_THRESHOLD_MIN": 0.002,
      "TRAILING_STOP_DISTANCE": 0.0125,
      "TRAILING_STOP_START": 0.045
    },
    "protection": {},
    "model_training_parameters": {
      "price_value_divergence": {
        "model": "LightGBMRegressor",
        "model_params": {
          "n_estimators": 200,
          "learning_rate": 0.05,
          "num_leaves": 31,
          "verbose": -1
        }
      },
      "optimal_first_length": {
        "model": "LightGBMClassifier",
        "model_params": {
          "n_estimators": 150,
          "learning_rate": 0.1,
          "num_leaves": 15,
          "max_depth": 8,
          "min_child_samples": 10,
          "class_weight": "balanced",
          "verbose": -1
        }
      },
      "volatility_forecast": {
        "model": "LightGBMRegressor",
        "model_params": {
          "n_estimators": 180,
          "learning_rate": 0.08,
          "num_leaves": 25,
          "max_depth": 6,
          "verbose": -1
        }
      }
    },
    "trailing": {
      "trailing_stop": true,
      "trailing_stop_positive": 0.0125,
      "trailing_stop_positive_offset": 0.045,
      "trailing_only_offset_is_reached": false
    }

  },
  "ft_stratparam_v": 1,
  "export_time": "2025-08-14 06:30:51.352733+00:00"
}