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{
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  "colsample_bynode": 0.7520225915617307,
  "colsample_bytree": 0.5298311116653025,
  "gamma": 3.9248980123423016,
  "learning_rate": 0.26913665694390104,
  "max_delta_step": 2,
  "max_depth": 5,
  "max_leaves": 22,
  "min_child_weight": 5,
  "n_estimators": 427,
  "reg_alpha": 9.924232665070894,
  "reg_lambda": 7.562339421860171,
  "scale_pos_weight": 1.629032868306186,
  "subsample": 0.8563561641032563
}