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        "profit_factor": 0.0,
        "fees": 18.70442217851528,
        "open_position": false
      }
    },
    {
      "period": "2026",
      "configuration": "Selected / higher costs",
      "settings": {
        "lookback": 15,
        "bb_mult": 2,
        "kc_mult": 3.25,
        "fees": 10,
        "slippage": 5,
        "allocation": 95,
        "rsi_threshold": 55,
        "dataset": "history",
        "period": "holdout",
        "rsi_filter": false,
        "split": "2026-01-01"
      },
      "bars": 304,
      "first_bar": "2026-01-01T00:00:00+00:00",
      "last_bar": "2026-10-31T00:00:00+00:00",
      "metrics": {
        "return": 0.011481130553436802,
        "profit": 114.81130553436742,
        "benchmark_return": -0.11061666096083078,
        "drawdown": 0.08513900733730806,
        "trades": 2,
        "win_rate": 0.5,
        "profit_factor": 1.2056437545429792,
        "fees": 39.39388066267358,
        "open_position": false
      }
    }
  ],
  "method": "Training-only region selection frozen before this study's later evaluation. 2024-2025 was previously inspected for other configurations. 2026 was downloaded after freezing. Retrospective research, not a prospective performance claim."
}