{
  "macro_f1_fixed_050": 0.49588916215396306,
  "macro_f1_tuned": 0.5697151202708559,
  "thresholds": {
    "1.2": 0.5056161284446716,
    "1.1": 0.32562121748924255,
    "2.1": 0.5076072812080383,
    "1.4": 0.5192128419876099,
    "2.2": 0.1,
    "2.5": 0.1,
    "2.4": 0.1,
    "2.6": 0.18658718466758728,
    "1.3": 0.3723047971725464,
    "1.5": 0.29360008239746094,
    "2.3": 0.25223639607429504,
    "3.1": 0.6443637609481812,
    "3.2": 0.2754855155944824,
    "3.3": 0.17610548436641693
  },
  "per_class_tuned": {
    "1.2": {
      "precision": 0.5833333333333334,
      "recall": 0.6363636363636364,
      "f1": 0.6086956521739131
    },
    "1.1": {
      "precision": 0.6395348837209303,
      "recall": 0.7333333333333333,
      "f1": 0.6832298136645962
    },
    "2.1": {
      "precision": 0.5333333333333333,
      "recall": 0.6153846153846154,
      "f1": 0.5714285714285714
    },
    "1.4": {
      "precision": 0.5555555555555556,
      "recall": 0.5555555555555556,
      "f1": 0.5555555555555556
    },
    "2.2": {
      "precision": 0.2616822429906542,
      "recall": 0.6363636363636364,
      "f1": 0.3708609271523179
    },
    "2.5": {
      "precision": 0.37815126050420167,
      "recall": 0.9,
      "f1": 0.5325443786982249
    },
    "2.4": {
      "precision": 0.0,
      "recall": 0.0,
      "f1": 0.0
    },
    "2.6": {
      "precision": 0.6116504854368932,
      "recall": 0.7682926829268293,
      "f1": 0.6810810810810811
    },
    "1.3": {
      "precision": 0.8072289156626506,
      "recall": 0.7204301075268817,
      "f1": 0.7613636363636364
    },
    "1.5": {
      "precision": 0.7419354838709677,
      "recall": 0.71875,
      "f1": 0.7301587301587301
    },
    "2.3": {
      "precision": 0.5,
      "recall": 0.5833333333333334,
      "f1": 0.5384615384615384
    },
    "3.1": {
      "precision": 0.7083333333333334,
      "recall": 0.4146341463414634,
      "f1": 0.5230769230769231
    },
    "3.2": {
      "precision": 0.6,
      "recall": 0.8064516129032258,
      "f1": 0.6880733944954128
    },
    "3.3": {
      "precision": 0.6171875,
      "recall": 0.8977272727272727,
      "f1": 0.7314814814814815
    }
  },
  "best_params": {
    "n_estimators": 521,
    "max_depth": 6,
    "learning_rate": 0.09966667473965907,
    "subsample": 0.6003479107991855,
    "colsample_bytree": 0.5015454235875034,
    "min_child_weight": 2.0110641373447975,
    "reg_lambda": 7.175321543856184
  },
  "n_records": 1254,
  "max_events_replay": 80,
  "seed": 7
}