{
  "LightGBM_c1": {
    "hyperparameters": {
      "ag_args": {
        "name_suffix": "_c1"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_c1",
    "model_type": "GBM"
  },
  "LightGBM_c2": {
    "hyperparameters": {
      "extra_trees": true,
      "ag_args": {
        "name_suffix": "_c2"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_c2",
    "model_type": "GBM"
  },
  "LightGBM_c3": {
    "hyperparameters": {
      "learning_rate": 0.03,
      "num_leaves": 128,
      "feature_fraction": 0.9,
      "min_data_in_leaf": 5,
      "ag_args": {
        "name_suffix": "_c3"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_c3",
    "model_type": "GBM"
  },
  "LightGBM_c4": {
    "hyperparameters": {
      "extra_trees": true,
      "learning_rate": 0.03,
      "num_leaves": 128,
      "feature_fraction": 0.9,
      "min_data_in_leaf": 5,
      "ag_args": {
        "name_suffix": "_c4"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_c4",
    "model_type": "GBM"
  },
  "LightGBM_r1": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7557067709350109,
      "learning_rate": 0.06271696987383,
      "min_data_in_leaf": 5,
      "num_leaves": 119,
      "ag_args": {
        "name_suffix": "_r1"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r1",
    "model_type": "GBM"
  },
  "LightGBM_r2": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7741382180715835,
      "learning_rate": 0.01581474287513068,
      "min_data_in_leaf": 25,
      "num_leaves": 86,
      "ag_args": {
        "name_suffix": "_r2"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r2",
    "model_type": "GBM"
  },
  "LightGBM_r3": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9781976563006176,
      "learning_rate": 0.01577026248478398,
      "min_data_in_leaf": 40,
      "num_leaves": 55,
      "ag_args": {
        "name_suffix": "_r3"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r3",
    "model_type": "GBM"
  },
  "LightGBM_r4": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6879863034250344,
      "learning_rate": 0.016217907008724834,
      "min_data_in_leaf": 27,
      "num_leaves": 93,
      "ag_args": {
        "name_suffix": "_r4"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r4",
    "model_type": "GBM"
  },
  "LightGBM_r5": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.4522775798209244,
      "learning_rate": 0.005312204016544514,
      "min_data_in_leaf": 53,
      "num_leaves": 213,
      "ag_args": {
        "name_suffix": "_r5"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r5",
    "model_type": "GBM"
  },
  "LightGBM_r6": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.4842104682475871,
      "learning_rate": 0.06776097187257554,
      "min_data_in_leaf": 37,
      "num_leaves": 232,
      "ag_args": {
        "name_suffix": "_r6"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r6",
    "model_type": "GBM"
  },
  "LightGBM_r7": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6768876173517591,
      "learning_rate": 0.051815760320740985,
      "min_data_in_leaf": 16,
      "num_leaves": 183,
      "ag_args": {
        "name_suffix": "_r7"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r7",
    "model_type": "GBM"
  },
  "LightGBM_r8": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7492118752450643,
      "learning_rate": 0.025009712235317706,
      "min_data_in_leaf": 34,
      "num_leaves": 47,
      "ag_args": {
        "name_suffix": "_r8"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r8",
    "model_type": "GBM"
  },
  "LightGBM_r9": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6487971639943142,
      "learning_rate": 0.011044976373595985,
      "min_data_in_leaf": 13,
      "num_leaves": 130,
      "ag_args": {
        "name_suffix": "_r9"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r9",
    "model_type": "GBM"
  },
  "LightGBM_r10": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5299302126546231,
      "learning_rate": 0.007497093097985987,
      "min_data_in_leaf": 38,
      "num_leaves": 69,
      "ag_args": {
        "name_suffix": "_r10"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r10",
    "model_type": "GBM"
  },
  "LightGBM_r11": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7672574336334528,
      "learning_rate": 0.031740929437815736,
      "min_data_in_leaf": 17,
      "num_leaves": 148,
      "ag_args": {
        "name_suffix": "_r11"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r11",
    "model_type": "GBM"
  },
  "LightGBM_r12": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6699699939467365,
      "learning_rate": 0.031375015734637225,
      "min_data_in_leaf": 3,
      "num_leaves": 81,
      "ag_args": {
        "name_suffix": "_r12"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r12",
    "model_type": "GBM"
  },
  "LightGBM_r13": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.43613528297756193,
      "learning_rate": 0.03685135839677242,
      "min_data_in_leaf": 57,
      "num_leaves": 27,
      "ag_args": {
        "name_suffix": "_r13"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r13",
    "model_type": "GBM"
  },
  "LightGBM_r14": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.614891300181715,
      "learning_rate": 0.04738437879002857,
      "min_data_in_leaf": 37,
      "num_leaves": 69,
      "ag_args": {
        "name_suffix": "_r14"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r14",
    "model_type": "GBM"
  },
  "LightGBM_r15": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7421180622507277,
      "learning_rate": 0.018603888565740096,
      "min_data_in_leaf": 6,
      "num_leaves": 22,
      "ag_args": {
        "name_suffix": "_r15"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r15",
    "model_type": "GBM"
  },
  "LightGBM_r16": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7916741902032944,
      "learning_rate": 0.033512023192001285,
      "min_data_in_leaf": 14,
      "num_leaves": 116,
      "ag_args": {
        "name_suffix": "_r16"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r16",
    "model_type": "GBM"
  },
  "LightGBM_r17": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5519749615238693,
      "learning_rate": 0.02021409521894178,
      "min_data_in_leaf": 37,
      "num_leaves": 202,
      "ag_args": {
        "name_suffix": "_r17"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r17",
    "model_type": "GBM"
  },
  "LightGBM_r18": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.602804568903335,
      "learning_rate": 0.037743573427861346,
      "min_data_in_leaf": 50,
      "num_leaves": 65,
      "ag_args": {
        "name_suffix": "_r18"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r18",
    "model_type": "GBM"
  },
  "LightGBM_r19": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5179494170080321,
      "learning_rate": 0.015090113680567405,
      "min_data_in_leaf": 7,
      "num_leaves": 110,
      "ag_args": {
        "name_suffix": "_r19"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r19",
    "model_type": "GBM"
  },
  "LightGBM_r20": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7737076573280017,
      "learning_rate": 0.037620225195741756,
      "min_data_in_leaf": 50,
      "num_leaves": 109,
      "ag_args": {
        "name_suffix": "_r20"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r20",
    "model_type": "GBM"
  },
  "LightGBM_r21": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.681190720988621,
      "learning_rate": 0.09327504745556998,
      "min_data_in_leaf": 41,
      "num_leaves": 165,
      "ag_args": {
        "name_suffix": "_r21"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r21",
    "model_type": "GBM"
  },
  "LightGBM_r22": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4119925992452553,
      "learning_rate": 0.018777992544462777,
      "min_data_in_leaf": 45,
      "num_leaves": 202,
      "ag_args": {
        "name_suffix": "_r22"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r22",
    "model_type": "GBM"
  },
  "LightGBM_r23": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5776841185132869,
      "learning_rate": 0.007135728670126616,
      "min_data_in_leaf": 36,
      "num_leaves": 78,
      "ag_args": {
        "name_suffix": "_r23"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r23",
    "model_type": "GBM"
  },
  "LightGBM_r24": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9509412798172868,
      "learning_rate": 0.009573309708615805,
      "min_data_in_leaf": 48,
      "num_leaves": 243,
      "ag_args": {
        "name_suffix": "_r24"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r24",
    "model_type": "GBM"
  },
  "LightGBM_r25": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5592336945636672,
      "learning_rate": 0.02397349855292197,
      "min_data_in_leaf": 43,
      "num_leaves": 74,
      "ag_args": {
        "name_suffix": "_r25"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r25",
    "model_type": "GBM"
  },
  "LightGBM_r26": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4498674955783615,
      "learning_rate": 0.011489210406388107,
      "min_data_in_leaf": 42,
      "num_leaves": 27,
      "ag_args": {
        "name_suffix": "_r26"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r26",
    "model_type": "GBM"
  },
  "LightGBM_r27": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.4790787174426353,
      "learning_rate": 0.04274971104748569,
      "min_data_in_leaf": 2,
      "num_leaves": 54,
      "ag_args": {
        "name_suffix": "_r27"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r27",
    "model_type": "GBM"
  },
  "LightGBM_r28": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6386924516551774,
      "learning_rate": 0.026194332255708278,
      "min_data_in_leaf": 42,
      "num_leaves": 93,
      "ag_args": {
        "name_suffix": "_r28"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r28",
    "model_type": "GBM"
  },
  "LightGBM_r29": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.48786505763746735,
      "learning_rate": 0.027546132776827173,
      "min_data_in_leaf": 32,
      "num_leaves": 242,
      "ag_args": {
        "name_suffix": "_r29"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r29",
    "model_type": "GBM"
  },
  "LightGBM_r30": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9773131270704629,
      "learning_rate": 0.010534290864227067,
      "min_data_in_leaf": 21,
      "num_leaves": 111,
      "ag_args": {
        "name_suffix": "_r30"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r30",
    "model_type": "GBM"
  },
  "LightGBM_r31": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9376230325054462,
      "learning_rate": 0.033902013257644116,
      "min_data_in_leaf": 5,
      "num_leaves": 252,
      "ag_args": {
        "name_suffix": "_r31"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r31",
    "model_type": "GBM"
  },
  "LightGBM_r32": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6682752271705764,
      "learning_rate": 0.06312088448366947,
      "min_data_in_leaf": 47,
      "num_leaves": 155,
      "ag_args": {
        "name_suffix": "_r32"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r32",
    "model_type": "GBM"
  },
  "LightGBM_r33": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.860214222135236,
      "learning_rate": 0.01716960713293752,
      "min_data_in_leaf": 13,
      "num_leaves": 200,
      "ag_args": {
        "name_suffix": "_r33"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r33",
    "model_type": "GBM"
  },
  "LightGBM_r34": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7487637235815152,
      "learning_rate": 0.07016720191562995,
      "min_data_in_leaf": 27,
      "num_leaves": 224,
      "ag_args": {
        "name_suffix": "_r34"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r34",
    "model_type": "GBM"
  },
  "LightGBM_r35": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7958010472416477,
      "learning_rate": 0.024699452953399655,
      "min_data_in_leaf": 21,
      "num_leaves": 177,
      "ag_args": {
        "name_suffix": "_r35"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r35",
    "model_type": "GBM"
  },
  "LightGBM_r36": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6543130291349077,
      "learning_rate": 0.030754294236235564,
      "min_data_in_leaf": 59,
      "num_leaves": 86,
      "ag_args": {
        "name_suffix": "_r36"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r36",
    "model_type": "GBM"
  },
  "LightGBM_r37": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8296447187371859,
      "learning_rate": 0.011848269921046147,
      "min_data_in_leaf": 26,
      "num_leaves": 95,
      "ag_args": {
        "name_suffix": "_r37"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r37",
    "model_type": "GBM"
  },
  "LightGBM_r38": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6572612205674597,
      "learning_rate": 0.007502842425833761,
      "min_data_in_leaf": 13,
      "num_leaves": 182,
      "ag_args": {
        "name_suffix": "_r38"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r38",
    "model_type": "GBM"
  },
  "LightGBM_r39": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6124279972502862,
      "learning_rate": 0.026115570021020322,
      "min_data_in_leaf": 56,
      "num_leaves": 60,
      "ag_args": {
        "name_suffix": "_r39"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r39",
    "model_type": "GBM"
  },
  "LightGBM_r40": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7912619620010133,
      "learning_rate": 0.018207835854270764,
      "min_data_in_leaf": 49,
      "num_leaves": 19,
      "ag_args": {
        "name_suffix": "_r40"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r40",
    "model_type": "GBM"
  },
  "LightGBM_r41": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.45835595623790437,
      "learning_rate": 0.09533195017847339,
      "min_data_in_leaf": 7,
      "num_leaves": 231,
      "ag_args": {
        "name_suffix": "_r41"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r41",
    "model_type": "GBM"
  },
  "LightGBM_r42": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4601361323873807,
      "learning_rate": 0.07856777698860955,
      "min_data_in_leaf": 12,
      "num_leaves": 198,
      "ag_args": {
        "name_suffix": "_r42"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r42",
    "model_type": "GBM"
  },
  "LightGBM_r43": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9046840778713597,
      "learning_rate": 0.07515257316211908,
      "min_data_in_leaf": 42,
      "num_leaves": 18,
      "ag_args": {
        "name_suffix": "_r43"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r43",
    "model_type": "GBM"
  },
  "LightGBM_r44": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7693357385703066,
      "learning_rate": 0.007245419174458268,
      "min_data_in_leaf": 53,
      "num_leaves": 190,
      "ag_args": {
        "name_suffix": "_r44"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r44",
    "model_type": "GBM"
  },
  "LightGBM_r45": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6468380342532727,
      "learning_rate": 0.00760463784709763,
      "min_data_in_leaf": 41,
      "num_leaves": 153,
      "ag_args": {
        "name_suffix": "_r45"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r45",
    "model_type": "GBM"
  },
  "LightGBM_r46": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8184572638867382,
      "learning_rate": 0.019455510854745447,
      "min_data_in_leaf": 28,
      "num_leaves": 194,
      "ag_args": {
        "name_suffix": "_r46"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r46",
    "model_type": "GBM"
  },
  "LightGBM_r47": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6192976637580462,
      "learning_rate": 0.005255372412257368,
      "min_data_in_leaf": 29,
      "num_leaves": 189,
      "ag_args": {
        "name_suffix": "_r47"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r47",
    "model_type": "GBM"
  },
  "LightGBM_r48": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6159868386870183,
      "learning_rate": 0.044535837390296616,
      "min_data_in_leaf": 46,
      "num_leaves": 50,
      "ag_args": {
        "name_suffix": "_r48"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r48",
    "model_type": "GBM"
  },
  "LightGBM_r49": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6937293621346563,
      "learning_rate": 0.013803836586316339,
      "min_data_in_leaf": 38,
      "num_leaves": 16,
      "ag_args": {
        "name_suffix": "_r49"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r49",
    "model_type": "GBM"
  },
  "LightGBM_r50": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6780705864306897,
      "learning_rate": 0.06867768629215554,
      "min_data_in_leaf": 18,
      "num_leaves": 206,
      "ag_args": {
        "name_suffix": "_r50"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r50",
    "model_type": "GBM"
  },
  "LightGBM_r51": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7579932437770318,
      "learning_rate": 0.052301563688720604,
      "min_data_in_leaf": 37,
      "num_leaves": 136,
      "ag_args": {
        "name_suffix": "_r51"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r51",
    "model_type": "GBM"
  },
  "LightGBM_r52": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7463371531625005,
      "learning_rate": 0.010197077045666502,
      "min_data_in_leaf": 27,
      "num_leaves": 83,
      "ag_args": {
        "name_suffix": "_r52"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r52",
    "model_type": "GBM"
  },
  "LightGBM_r53": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8074543693764484,
      "learning_rate": 0.06659261754456541,
      "min_data_in_leaf": 31,
      "num_leaves": 49,
      "ag_args": {
        "name_suffix": "_r53"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r53",
    "model_type": "GBM"
  },
  "LightGBM_r54": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7325454610506641,
      "learning_rate": 0.009447054356012436,
      "min_data_in_leaf": 4,
      "num_leaves": 85,
      "ag_args": {
        "name_suffix": "_r54"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r54",
    "model_type": "GBM"
  },
  "LightGBM_r55": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9666234339903601,
      "learning_rate": 0.04582977995120822,
      "min_data_in_leaf": 4,
      "num_leaves": 127,
      "ag_args": {
        "name_suffix": "_r55"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r55",
    "model_type": "GBM"
  },
  "LightGBM_r56": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8083268147156677,
      "learning_rate": 0.0064556814746310025,
      "min_data_in_leaf": 24,
      "num_leaves": 174,
      "ag_args": {
        "name_suffix": "_r56"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r56",
    "model_type": "GBM"
  },
  "LightGBM_r57": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5870775291964616,
      "learning_rate": 0.04026556251041824,
      "min_data_in_leaf": 45,
      "num_leaves": 99,
      "ag_args": {
        "name_suffix": "_r57"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r57",
    "model_type": "GBM"
  },
  "LightGBM_r58": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7254992650062384,
      "learning_rate": 0.06469160215389161,
      "min_data_in_leaf": 11,
      "num_leaves": 105,
      "ag_args": {
        "name_suffix": "_r58"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r58",
    "model_type": "GBM"
  },
  "LightGBM_r59": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6722181067336273,
      "learning_rate": 0.02495029317103656,
      "min_data_in_leaf": 45,
      "num_leaves": 225,
      "ag_args": {
        "name_suffix": "_r59"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r59",
    "model_type": "GBM"
  },
  "LightGBM_r60": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6816983098547026,
      "learning_rate": 0.019600118975966658,
      "min_data_in_leaf": 18,
      "num_leaves": 122,
      "ag_args": {
        "name_suffix": "_r60"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r60",
    "model_type": "GBM"
  },
  "LightGBM_r61": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.41239059967943725,
      "learning_rate": 0.04848901712678711,
      "min_data_in_leaf": 5,
      "num_leaves": 67,
      "ag_args": {
        "name_suffix": "_r61"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r61",
    "model_type": "GBM"
  },
  "LightGBM_r62": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7874707591011395,
      "learning_rate": 0.013224896749953946,
      "min_data_in_leaf": 48,
      "num_leaves": 103,
      "ag_args": {
        "name_suffix": "_r62"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r62",
    "model_type": "GBM"
  },
  "LightGBM_r63": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9235903932684372,
      "learning_rate": 0.011346355763952223,
      "min_data_in_leaf": 15,
      "num_leaves": 74,
      "ag_args": {
        "name_suffix": "_r63"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r63",
    "model_type": "GBM"
  },
  "LightGBM_r64": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8079276738440617,
      "learning_rate": 0.019606881306994683,
      "min_data_in_leaf": 13,
      "num_leaves": 236,
      "ag_args": {
        "name_suffix": "_r64"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r64",
    "model_type": "GBM"
  },
  "LightGBM_r65": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9684223542933545,
      "learning_rate": 0.04465142582082474,
      "min_data_in_leaf": 24,
      "num_leaves": 44,
      "ag_args": {
        "name_suffix": "_r65"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r65",
    "model_type": "GBM"
  },
  "LightGBM_r66": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9744705133953723,
      "learning_rate": 0.020546267996855768,
      "min_data_in_leaf": 60,
      "num_leaves": 99,
      "ag_args": {
        "name_suffix": "_r66"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r66",
    "model_type": "GBM"
  },
  "LightGBM_r67": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6548112812509037,
      "learning_rate": 0.015338269782051729,
      "min_data_in_leaf": 2,
      "num_leaves": 152,
      "ag_args": {
        "name_suffix": "_r67"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r67",
    "model_type": "GBM"
  },
  "LightGBM_r68": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5118749316936031,
      "learning_rate": 0.056189628147929035,
      "min_data_in_leaf": 41,
      "num_leaves": 108,
      "ag_args": {
        "name_suffix": "_r68"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r68",
    "model_type": "GBM"
  },
  "LightGBM_r69": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7104274642924685,
      "learning_rate": 0.0074266776175061265,
      "min_data_in_leaf": 51,
      "num_leaves": 235,
      "ag_args": {
        "name_suffix": "_r69"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r69",
    "model_type": "GBM"
  },
  "LightGBM_r70": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6778901199940799,
      "learning_rate": 0.06200014916728295,
      "min_data_in_leaf": 36,
      "num_leaves": 67,
      "ag_args": {
        "name_suffix": "_r70"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r70",
    "model_type": "GBM"
  },
  "LightGBM_r71": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6928337683893728,
      "learning_rate": 0.01450884506740741,
      "min_data_in_leaf": 20,
      "num_leaves": 189,
      "ag_args": {
        "name_suffix": "_r71"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r71",
    "model_type": "GBM"
  },
  "LightGBM_r72": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.45555769907110816,
      "learning_rate": 0.009591347321206594,
      "min_data_in_leaf": 50,
      "num_leaves": 110,
      "ag_args": {
        "name_suffix": "_r72"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r72",
    "model_type": "GBM"
  },
  "LightGBM_r73": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7506856413734613,
      "learning_rate": 0.08922325989547217,
      "min_data_in_leaf": 60,
      "num_leaves": 193,
      "ag_args": {
        "name_suffix": "_r73"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r73",
    "model_type": "GBM"
  },
  "LightGBM_r74": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8063579832030562,
      "learning_rate": 0.006039273669165622,
      "min_data_in_leaf": 8,
      "num_leaves": 54,
      "ag_args": {
        "name_suffix": "_r74"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r74",
    "model_type": "GBM"
  },
  "LightGBM_r75": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8019499279545461,
      "learning_rate": 0.05253847879984237,
      "min_data_in_leaf": 18,
      "num_leaves": 38,
      "ag_args": {
        "name_suffix": "_r75"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r75",
    "model_type": "GBM"
  },
  "LightGBM_r76": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.4383731596725887,
      "learning_rate": 0.02141835306847089,
      "min_data_in_leaf": 8,
      "num_leaves": 225,
      "ag_args": {
        "name_suffix": "_r76"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r76",
    "model_type": "GBM"
  },
  "LightGBM_r77": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7638852760411454,
      "learning_rate": 0.00961875071780359,
      "min_data_in_leaf": 18,
      "num_leaves": 72,
      "ag_args": {
        "name_suffix": "_r77"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r77",
    "model_type": "GBM"
  },
  "LightGBM_r78": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9695912934494089,
      "learning_rate": 0.0838939485577584,
      "min_data_in_leaf": 38,
      "num_leaves": 252,
      "ag_args": {
        "name_suffix": "_r78"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r78",
    "model_type": "GBM"
  },
  "LightGBM_r79": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8251288900120018,
      "learning_rate": 0.02223644618429363,
      "min_data_in_leaf": 22,
      "num_leaves": 113,
      "ag_args": {
        "name_suffix": "_r79"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r79",
    "model_type": "GBM"
  },
  "LightGBM_r80": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7707260151505143,
      "learning_rate": 0.005202254006317356,
      "min_data_in_leaf": 35,
      "num_leaves": 131,
      "ag_args": {
        "name_suffix": "_r80"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r80",
    "model_type": "GBM"
  },
  "LightGBM_r81": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8682559906624081,
      "learning_rate": 0.09561511371136407,
      "min_data_in_leaf": 9,
      "num_leaves": 121,
      "ag_args": {
        "name_suffix": "_r81"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r81",
    "model_type": "GBM"
  },
  "LightGBM_r82": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7836835098392342,
      "learning_rate": 0.015083760666418882,
      "min_data_in_leaf": 58,
      "num_leaves": 180,
      "ag_args": {
        "name_suffix": "_r82"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r82",
    "model_type": "GBM"
  },
  "LightGBM_r83": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5787050911330338,
      "learning_rate": 0.016628581867418828,
      "min_data_in_leaf": 44,
      "num_leaves": 81,
      "ag_args": {
        "name_suffix": "_r83"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r83",
    "model_type": "GBM"
  },
  "LightGBM_r84": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6436722957887866,
      "learning_rate": 0.027512514032704473,
      "min_data_in_leaf": 49,
      "num_leaves": 154,
      "ag_args": {
        "name_suffix": "_r84"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r84",
    "model_type": "GBM"
  },
  "LightGBM_r85": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9439332995327073,
      "learning_rate": 0.05081931446141268,
      "min_data_in_leaf": 33,
      "num_leaves": 164,
      "ag_args": {
        "name_suffix": "_r85"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r85",
    "model_type": "GBM"
  },
  "LightGBM_r86": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6443447028482844,
      "learning_rate": 0.010025674243662493,
      "min_data_in_leaf": 37,
      "num_leaves": 99,
      "ag_args": {
        "name_suffix": "_r86"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r86",
    "model_type": "GBM"
  },
  "LightGBM_r87": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9717224034321056,
      "learning_rate": 0.00521335484279385,
      "min_data_in_leaf": 35,
      "num_leaves": 187,
      "ag_args": {
        "name_suffix": "_r87"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r87",
    "model_type": "GBM"
  },
  "LightGBM_r88": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.48816798724022503,
      "learning_rate": 0.006344985282999711,
      "min_data_in_leaf": 51,
      "num_leaves": 144,
      "ag_args": {
        "name_suffix": "_r88"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r88",
    "model_type": "GBM"
  },
  "LightGBM_r89": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8862544547559345,
      "learning_rate": 0.018247676786352373,
      "min_data_in_leaf": 7,
      "num_leaves": 150,
      "ag_args": {
        "name_suffix": "_r89"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r89",
    "model_type": "GBM"
  },
  "LightGBM_r90": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9163307042972763,
      "learning_rate": 0.04414447927691279,
      "min_data_in_leaf": 35,
      "num_leaves": 44,
      "ag_args": {
        "name_suffix": "_r90"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r90",
    "model_type": "GBM"
  },
  "LightGBM_r91": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7551610949130698,
      "learning_rate": 0.020839204403354215,
      "min_data_in_leaf": 53,
      "num_leaves": 217,
      "ag_args": {
        "name_suffix": "_r91"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r91",
    "model_type": "GBM"
  },
  "LightGBM_r92": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6736843400802879,
      "learning_rate": 0.03872037166898414,
      "min_data_in_leaf": 32,
      "num_leaves": 88,
      "ag_args": {
        "name_suffix": "_r92"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r92",
    "model_type": "GBM"
  },
  "LightGBM_r93": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6600633846816135,
      "learning_rate": 0.05953236776786347,
      "min_data_in_leaf": 29,
      "num_leaves": 124,
      "ag_args": {
        "name_suffix": "_r93"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r93",
    "model_type": "GBM"
  },
  "LightGBM_r94": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4341088458599442,
      "learning_rate": 0.04034449862560467,
      "min_data_in_leaf": 33,
      "num_leaves": 16,
      "ag_args": {
        "name_suffix": "_r94"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r94",
    "model_type": "GBM"
  },
  "LightGBM_r95": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8088154774580414,
      "learning_rate": 0.008531615528605938,
      "min_data_in_leaf": 21,
      "num_leaves": 23,
      "ag_args": {
        "name_suffix": "_r95"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r95",
    "model_type": "GBM"
  },
  "LightGBM_r96": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5636931414546802,
      "learning_rate": 0.01518660230385841,
      "min_data_in_leaf": 48,
      "num_leaves": 16,
      "ag_args": {
        "name_suffix": "_r96"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r96",
    "model_type": "GBM"
  },
  "LightGBM_r97": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9550980555025292,
      "learning_rate": 0.042602884918110075,
      "min_data_in_leaf": 53,
      "num_leaves": 242,
      "ag_args": {
        "name_suffix": "_r97"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r97",
    "model_type": "GBM"
  },
  "LightGBM_r98": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7113010892989156,
      "learning_rate": 0.012535427424259274,
      "min_data_in_leaf": 16,
      "num_leaves": 48,
      "ag_args": {
        "name_suffix": "_r98"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r98",
    "model_type": "GBM"
  },
  "LightGBM_r99": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5044671713362794,
      "learning_rate": 0.020765185967116236,
      "min_data_in_leaf": 59,
      "num_leaves": 194,
      "ag_args": {
        "name_suffix": "_r99"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r99",
    "model_type": "GBM"
  },
  "LightGBM_r100": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7060101113909502,
      "learning_rate": 0.024920285179914237,
      "min_data_in_leaf": 29,
      "num_leaves": 161,
      "ag_args": {
        "name_suffix": "_r100"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r100",
    "model_type": "GBM"
  },
  "LightGBM_r101": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7235341584482516,
      "learning_rate": 0.013264645704595504,
      "min_data_in_leaf": 17,
      "num_leaves": 135,
      "ag_args": {
        "name_suffix": "_r101"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r101",
    "model_type": "GBM"
  },
  "LightGBM_r102": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5122785350505069,
      "learning_rate": 0.07500327813048528,
      "min_data_in_leaf": 52,
      "num_leaves": 221,
      "ag_args": {
        "name_suffix": "_r102"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r102",
    "model_type": "GBM"
  },
  "LightGBM_r103": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9463268334360782,
      "learning_rate": 0.006410896076454028,
      "min_data_in_leaf": 11,
      "num_leaves": 234,
      "ag_args": {
        "name_suffix": "_r103"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r103",
    "model_type": "GBM"
  },
  "LightGBM_r104": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6394151930218612,
      "learning_rate": 0.07501685915234306,
      "min_data_in_leaf": 17,
      "num_leaves": 114,
      "ag_args": {
        "name_suffix": "_r104"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r104",
    "model_type": "GBM"
  },
  "LightGBM_r105": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7481182634579557,
      "learning_rate": 0.04273907900536603,
      "min_data_in_leaf": 49,
      "num_leaves": 120,
      "ag_args": {
        "name_suffix": "_r105"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r105",
    "model_type": "GBM"
  },
  "LightGBM_r106": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.40585986135777,
      "learning_rate": 0.012590980616372347,
      "min_data_in_leaf": 32,
      "num_leaves": 22,
      "ag_args": {
        "name_suffix": "_r106"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r106",
    "model_type": "GBM"
  },
  "LightGBM_r107": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.754590499194211,
      "learning_rate": 0.06529694945901941,
      "min_data_in_leaf": 40,
      "num_leaves": 69,
      "ag_args": {
        "name_suffix": "_r107"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r107",
    "model_type": "GBM"
  },
  "LightGBM_r108": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7730070944536529,
      "learning_rate": 0.06634196266155237,
      "min_data_in_leaf": 43,
      "num_leaves": 82,
      "ag_args": {
        "name_suffix": "_r108"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r108",
    "model_type": "GBM"
  },
  "LightGBM_r109": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8893142912611414,
      "learning_rate": 0.008060704546855004,
      "min_data_in_leaf": 56,
      "num_leaves": 116,
      "ag_args": {
        "name_suffix": "_r109"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r109",
    "model_type": "GBM"
  },
  "LightGBM_r110": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9695784839811009,
      "learning_rate": 0.08273804695112645,
      "min_data_in_leaf": 31,
      "num_leaves": 130,
      "ag_args": {
        "name_suffix": "_r110"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r110",
    "model_type": "GBM"
  },
  "LightGBM_r111": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9094229850571065,
      "learning_rate": 0.005524593428192805,
      "min_data_in_leaf": 4,
      "num_leaves": 216,
      "ag_args": {
        "name_suffix": "_r111"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r111",
    "model_type": "GBM"
  },
  "LightGBM_r112": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.666327205404819,
      "learning_rate": 0.016168887718896234,
      "min_data_in_leaf": 29,
      "num_leaves": 200,
      "ag_args": {
        "name_suffix": "_r112"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r112",
    "model_type": "GBM"
  },
  "LightGBM_r113": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6407557004821652,
      "learning_rate": 0.08091071014734019,
      "min_data_in_leaf": 36,
      "num_leaves": 223,
      "ag_args": {
        "name_suffix": "_r113"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r113",
    "model_type": "GBM"
  },
  "LightGBM_r114": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.45908680201838253,
      "learning_rate": 0.00658719702703652,
      "min_data_in_leaf": 21,
      "num_leaves": 104,
      "ag_args": {
        "name_suffix": "_r114"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r114",
    "model_type": "GBM"
  },
  "LightGBM_r115": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5396464775674341,
      "learning_rate": 0.03150699751789893,
      "min_data_in_leaf": 8,
      "num_leaves": 82,
      "ag_args": {
        "name_suffix": "_r115"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r115",
    "model_type": "GBM"
  },
  "LightGBM_r116": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7078449179029274,
      "learning_rate": 0.03502844787947471,
      "min_data_in_leaf": 7,
      "num_leaves": 125,
      "ag_args": {
        "name_suffix": "_r116"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r116",
    "model_type": "GBM"
  },
  "LightGBM_r117": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5326965492076503,
      "learning_rate": 0.010675281650082547,
      "min_data_in_leaf": 33,
      "num_leaves": 97,
      "ag_args": {
        "name_suffix": "_r117"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r117",
    "model_type": "GBM"
  },
  "LightGBM_r118": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4692905782832489,
      "learning_rate": 0.03188830048019173,
      "min_data_in_leaf": 27,
      "num_leaves": 37,
      "ag_args": {
        "name_suffix": "_r118"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r118",
    "model_type": "GBM"
  },
  "LightGBM_r119": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.645432457223837,
      "learning_rate": 0.008146641412243612,
      "min_data_in_leaf": 48,
      "num_leaves": 135,
      "ag_args": {
        "name_suffix": "_r119"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r119",
    "model_type": "GBM"
  },
  "LightGBM_r120": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7840144931796631,
      "learning_rate": 0.015061987081987353,
      "min_data_in_leaf": 14,
      "num_leaves": 106,
      "ag_args": {
        "name_suffix": "_r120"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r120",
    "model_type": "GBM"
  },
  "LightGBM_r121": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5730390983988963,
      "learning_rate": 0.010305352949119608,
      "min_data_in_leaf": 10,
      "num_leaves": 215,
      "ag_args": {
        "name_suffix": "_r121"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r121",
    "model_type": "GBM"
  },
  "LightGBM_r122": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7803585737907548,
      "learning_rate": 0.08032810135942213,
      "min_data_in_leaf": 5,
      "num_leaves": 154,
      "ag_args": {
        "name_suffix": "_r122"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r122",
    "model_type": "GBM"
  },
  "LightGBM_r123": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7328126851968514,
      "learning_rate": 0.011814970512055711,
      "min_data_in_leaf": 16,
      "num_leaves": 98,
      "ag_args": {
        "name_suffix": "_r123"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r123",
    "model_type": "GBM"
  },
  "LightGBM_r124": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6163273362915354,
      "learning_rate": 0.05985184000092805,
      "min_data_in_leaf": 32,
      "num_leaves": 168,
      "ag_args": {
        "name_suffix": "_r124"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r124",
    "model_type": "GBM"
  },
  "LightGBM_r125": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5395761956978593,
      "learning_rate": 0.014203787232787209,
      "min_data_in_leaf": 51,
      "num_leaves": 199,
      "ag_args": {
        "name_suffix": "_r125"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r125",
    "model_type": "GBM"
  },
  "LightGBM_r126": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6290558843417691,
      "learning_rate": 0.04036195176473009,
      "min_data_in_leaf": 51,
      "num_leaves": 151,
      "ag_args": {
        "name_suffix": "_r126"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r126",
    "model_type": "GBM"
  },
  "LightGBM_r127": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9952067460486844,
      "learning_rate": 0.010555357797319897,
      "min_data_in_leaf": 35,
      "num_leaves": 97,
      "ag_args": {
        "name_suffix": "_r127"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r127",
    "model_type": "GBM"
  },
  "LightGBM_r128": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5400521532808578,
      "learning_rate": 0.03948018756343427,
      "min_data_in_leaf": 34,
      "num_leaves": 50,
      "ag_args": {
        "name_suffix": "_r128"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r128",
    "model_type": "GBM"
  },
  "LightGBM_r129": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4682899842339167,
      "learning_rate": 0.0331194613561241,
      "min_data_in_leaf": 52,
      "num_leaves": 123,
      "ag_args": {
        "name_suffix": "_r129"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r129",
    "model_type": "GBM"
  },
  "LightGBM_r130": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6245777099925497,
      "learning_rate": 0.04711573688184715,
      "min_data_in_leaf": 56,
      "num_leaves": 89,
      "ag_args": {
        "name_suffix": "_r130"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r130",
    "model_type": "GBM"
  },
  "LightGBM_r131": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7023601671276614,
      "learning_rate": 0.012144796373999013,
      "min_data_in_leaf": 14,
      "num_leaves": 53,
      "ag_args": {
        "name_suffix": "_r131"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r131",
    "model_type": "GBM"
  },
  "LightGBM_r132": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5426450956093832,
      "learning_rate": 0.02252131567611884,
      "min_data_in_leaf": 53,
      "num_leaves": 65,
      "ag_args": {
        "name_suffix": "_r132"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r132",
    "model_type": "GBM"
  },
  "LightGBM_r133": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7291114577678862,
      "learning_rate": 0.02371597110187949,
      "min_data_in_leaf": 5,
      "num_leaves": 90,
      "ag_args": {
        "name_suffix": "_r133"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r133",
    "model_type": "GBM"
  },
  "LightGBM_r134": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8197450361348508,
      "learning_rate": 0.09084943720027289,
      "min_data_in_leaf": 18,
      "num_leaves": 58,
      "ag_args": {
        "name_suffix": "_r134"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r134",
    "model_type": "GBM"
  },
  "LightGBM_r135": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8254432681390782,
      "learning_rate": 0.031251656439648626,
      "min_data_in_leaf": 50,
      "num_leaves": 210,
      "ag_args": {
        "name_suffix": "_r135"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r135",
    "model_type": "GBM"
  },
  "LightGBM_r136": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.650491824877607,
      "learning_rate": 0.007409371300077883,
      "min_data_in_leaf": 43,
      "num_leaves": 105,
      "ag_args": {
        "name_suffix": "_r136"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r136",
    "model_type": "GBM"
  },
  "LightGBM_r137": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.976154070624944,
      "learning_rate": 0.006211684557294549,
      "min_data_in_leaf": 43,
      "num_leaves": 26,
      "ag_args": {
        "name_suffix": "_r137"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r137",
    "model_type": "GBM"
  },
  "LightGBM_r138": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.564894141920558,
      "learning_rate": 0.029476746294446,
      "min_data_in_leaf": 34,
      "num_leaves": 138,
      "ag_args": {
        "name_suffix": "_r138"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r138",
    "model_type": "GBM"
  },
  "LightGBM_r139": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7479474390391034,
      "learning_rate": 0.0929934189417801,
      "min_data_in_leaf": 26,
      "num_leaves": 226,
      "ag_args": {
        "name_suffix": "_r139"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r139",
    "model_type": "GBM"
  },
  "LightGBM_r140": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6410281212277592,
      "learning_rate": 0.010523576773121442,
      "min_data_in_leaf": 27,
      "num_leaves": 168,
      "ag_args": {
        "name_suffix": "_r140"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r140",
    "model_type": "GBM"
  },
  "LightGBM_r141": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5666642041789063,
      "learning_rate": 0.07298168050421013,
      "min_data_in_leaf": 20,
      "num_leaves": 211,
      "ag_args": {
        "name_suffix": "_r141"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r141",
    "model_type": "GBM"
  },
  "LightGBM_r142": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6001044794747652,
      "learning_rate": 0.0796761389769558,
      "min_data_in_leaf": 12,
      "num_leaves": 211,
      "ag_args": {
        "name_suffix": "_r142"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r142",
    "model_type": "GBM"
  },
  "LightGBM_r143": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9408897917880529,
      "learning_rate": 0.01343464462043561,
      "min_data_in_leaf": 21,
      "num_leaves": 178,
      "ag_args": {
        "name_suffix": "_r143"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r143",
    "model_type": "GBM"
  },
  "LightGBM_r144": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6090855934200983,
      "learning_rate": 0.04590490414627263,
      "min_data_in_leaf": 56,
      "num_leaves": 144,
      "ag_args": {
        "name_suffix": "_r144"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r144",
    "model_type": "GBM"
  },
  "LightGBM_r145": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9668244885378855,
      "learning_rate": 0.07254551525590439,
      "min_data_in_leaf": 14,
      "num_leaves": 31,
      "ag_args": {
        "name_suffix": "_r145"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r145",
    "model_type": "GBM"
  },
  "LightGBM_r146": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8057454893664777,
      "learning_rate": 0.06964353454098567,
      "min_data_in_leaf": 40,
      "num_leaves": 17,
      "ag_args": {
        "name_suffix": "_r146"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r146",
    "model_type": "GBM"
  },
  "LightGBM_r147": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.913781786100128,
      "learning_rate": 0.03351181491507831,
      "min_data_in_leaf": 40,
      "num_leaves": 91,
      "ag_args": {
        "name_suffix": "_r147"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r147",
    "model_type": "GBM"
  },
  "LightGBM_r148": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6236074418925973,
      "learning_rate": 0.024502750300688218,
      "min_data_in_leaf": 53,
      "num_leaves": 18,
      "ag_args": {
        "name_suffix": "_r148"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r148",
    "model_type": "GBM"
  },
  "LightGBM_r149": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7016257244614168,
      "learning_rate": 0.007922167829715967,
      "min_data_in_leaf": 7,
      "num_leaves": 132,
      "ag_args": {
        "name_suffix": "_r149"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r149",
    "model_type": "GBM"
  },
  "LightGBM_r150": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7733386353038769,
      "learning_rate": 0.011535748413132126,
      "min_data_in_leaf": 14,
      "num_leaves": 63,
      "ag_args": {
        "name_suffix": "_r150"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r150",
    "model_type": "GBM"
  },
  "LightGBM_r151": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7462841464122051,
      "learning_rate": 0.040136281786810175,
      "min_data_in_leaf": 15,
      "num_leaves": 238,
      "ag_args": {
        "name_suffix": "_r151"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r151",
    "model_type": "GBM"
  },
  "LightGBM_r152": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.6333204582454408,
      "learning_rate": 0.009872179927494,
      "min_data_in_leaf": 38,
      "num_leaves": 64,
      "ag_args": {
        "name_suffix": "_r152"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r152",
    "model_type": "GBM"
  },
  "LightGBM_r153": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7532437659821729,
      "learning_rate": 0.08944644189688526,
      "min_data_in_leaf": 39,
      "num_leaves": 53,
      "ag_args": {
        "name_suffix": "_r153"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r153",
    "model_type": "GBM"
  },
  "LightGBM_r154": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8882071898211181,
      "learning_rate": 0.02302737636023178,
      "min_data_in_leaf": 18,
      "num_leaves": 48,
      "ag_args": {
        "name_suffix": "_r154"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r154",
    "model_type": "GBM"
  },
  "LightGBM_r155": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.951718861299349,
      "learning_rate": 0.025393515914572104,
      "min_data_in_leaf": 31,
      "num_leaves": 106,
      "ag_args": {
        "name_suffix": "_r155"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r155",
    "model_type": "GBM"
  },
  "LightGBM_r156": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8163738465607285,
      "learning_rate": 0.006564702778548751,
      "min_data_in_leaf": 21,
      "num_leaves": 143,
      "ag_args": {
        "name_suffix": "_r156"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r156",
    "model_type": "GBM"
  },
  "LightGBM_r157": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7234709409920632,
      "learning_rate": 0.07133919010093165,
      "min_data_in_leaf": 51,
      "num_leaves": 99,
      "ag_args": {
        "name_suffix": "_r157"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r157",
    "model_type": "GBM"
  },
  "LightGBM_r158": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.4800768825609607,
      "learning_rate": 0.09434831975621583,
      "min_data_in_leaf": 31,
      "num_leaves": 16,
      "ag_args": {
        "name_suffix": "_r158"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r158",
    "model_type": "GBM"
  },
  "LightGBM_r159": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.627613646934992,
      "learning_rate": 0.02536861076051312,
      "min_data_in_leaf": 5,
      "num_leaves": 160,
      "ag_args": {
        "name_suffix": "_r159"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r159",
    "model_type": "GBM"
  },
  "LightGBM_r160": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5722715570105005,
      "learning_rate": 0.005687004881446912,
      "min_data_in_leaf": 58,
      "num_leaves": 78,
      "ag_args": {
        "name_suffix": "_r160"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r160",
    "model_type": "GBM"
  },
  "LightGBM_r161": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5898927512279213,
      "learning_rate": 0.010464516487486093,
      "min_data_in_leaf": 11,
      "num_leaves": 252,
      "ag_args": {
        "name_suffix": "_r161"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r161",
    "model_type": "GBM"
  },
  "LightGBM_r162": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.49628058633256067,
      "learning_rate": 0.0711342832991347,
      "min_data_in_leaf": 6,
      "num_leaves": 160,
      "ag_args": {
        "name_suffix": "_r162"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r162",
    "model_type": "GBM"
  },
  "LightGBM_r163": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7485323644886783,
      "learning_rate": 0.007740186947268623,
      "min_data_in_leaf": 48,
      "num_leaves": 23,
      "ag_args": {
        "name_suffix": "_r163"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r163",
    "model_type": "GBM"
  },
  "LightGBM_r164": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4458920614181713,
      "learning_rate": 0.04027999856442633,
      "min_data_in_leaf": 18,
      "num_leaves": 171,
      "ag_args": {
        "name_suffix": "_r164"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r164",
    "model_type": "GBM"
  },
  "LightGBM_r165": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6604933458266151,
      "learning_rate": 0.023572132449503177,
      "min_data_in_leaf": 16,
      "num_leaves": 247,
      "ag_args": {
        "name_suffix": "_r165"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r165",
    "model_type": "GBM"
  },
  "LightGBM_r166": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8439303506974607,
      "learning_rate": 0.07368448781277909,
      "min_data_in_leaf": 37,
      "num_leaves": 87,
      "ag_args": {
        "name_suffix": "_r166"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r166",
    "model_type": "GBM"
  },
  "LightGBM_r167": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7138038335939334,
      "learning_rate": 0.013062764930322806,
      "min_data_in_leaf": 55,
      "num_leaves": 29,
      "ag_args": {
        "name_suffix": "_r167"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r167",
    "model_type": "GBM"
  },
  "LightGBM_r168": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6823893695283457,
      "learning_rate": 0.015526669996831215,
      "min_data_in_leaf": 19,
      "num_leaves": 213,
      "ag_args": {
        "name_suffix": "_r168"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r168",
    "model_type": "GBM"
  },
  "LightGBM_r169": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7983196407317579,
      "learning_rate": 0.012032605136107703,
      "min_data_in_leaf": 7,
      "num_leaves": 224,
      "ag_args": {
        "name_suffix": "_r169"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r169",
    "model_type": "GBM"
  },
  "LightGBM_r170": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7643496244069246,
      "learning_rate": 0.02091233040320358,
      "min_data_in_leaf": 21,
      "num_leaves": 20,
      "ag_args": {
        "name_suffix": "_r170"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r170",
    "model_type": "GBM"
  },
  "LightGBM_r171": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7087076459792541,
      "learning_rate": 0.015054100909817387,
      "min_data_in_leaf": 24,
      "num_leaves": 76,
      "ag_args": {
        "name_suffix": "_r171"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r171",
    "model_type": "GBM"
  },
  "LightGBM_r172": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.6590709565750972,
      "learning_rate": 0.029525340671532455,
      "min_data_in_leaf": 19,
      "num_leaves": 195,
      "ag_args": {
        "name_suffix": "_r172"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r172",
    "model_type": "GBM"
  },
  "LightGBM_r173": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7913853716449151,
      "learning_rate": 0.05862063297323188,
      "min_data_in_leaf": 35,
      "num_leaves": 110,
      "ag_args": {
        "name_suffix": "_r173"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r173",
    "model_type": "GBM"
  },
  "LightGBM_r174": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9995667963533027,
      "learning_rate": 0.01434806540259691,
      "min_data_in_leaf": 37,
      "num_leaves": 183,
      "ag_args": {
        "name_suffix": "_r174"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r174",
    "model_type": "GBM"
  },
  "LightGBM_r175": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8032246342884921,
      "learning_rate": 0.011116053846452057,
      "min_data_in_leaf": 2,
      "num_leaves": 103,
      "ag_args": {
        "name_suffix": "_r175"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r175",
    "model_type": "GBM"
  },
  "LightGBM_r176": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8587371846146251,
      "learning_rate": 0.040496008447123616,
      "min_data_in_leaf": 27,
      "num_leaves": 150,
      "ag_args": {
        "name_suffix": "_r176"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r176",
    "model_type": "GBM"
  },
  "LightGBM_r177": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8591623502789557,
      "learning_rate": 0.005335654312618175,
      "min_data_in_leaf": 19,
      "num_leaves": 224,
      "ag_args": {
        "name_suffix": "_r177"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r177",
    "model_type": "GBM"
  },
  "LightGBM_r178": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7131977641779894,
      "learning_rate": 0.050672799391249086,
      "min_data_in_leaf": 21,
      "num_leaves": 255,
      "ag_args": {
        "name_suffix": "_r178"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r178",
    "model_type": "GBM"
  },
  "LightGBM_r179": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.5950707455292529,
      "learning_rate": 0.02870756469612625,
      "min_data_in_leaf": 9,
      "num_leaves": 135,
      "ag_args": {
        "name_suffix": "_r179"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r179",
    "model_type": "GBM"
  },
  "LightGBM_r180": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.9088902282081909,
      "learning_rate": 0.08251171454677236,
      "min_data_in_leaf": 34,
      "num_leaves": 116,
      "ag_args": {
        "name_suffix": "_r180"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r180",
    "model_type": "GBM"
  },
  "LightGBM_r181": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.8685586797311985,
      "learning_rate": 0.009422842897085002,
      "min_data_in_leaf": 10,
      "num_leaves": 26,
      "ag_args": {
        "name_suffix": "_r181"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r181",
    "model_type": "GBM"
  },
  "LightGBM_r182": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7940571750645022,
      "learning_rate": 0.06615143957780696,
      "min_data_in_leaf": 55,
      "num_leaves": 75,
      "ag_args": {
        "name_suffix": "_r182"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r182",
    "model_type": "GBM"
  },
  "LightGBM_r183": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.7715096797693458,
      "learning_rate": 0.015723022837814068,
      "min_data_in_leaf": 26,
      "num_leaves": 193,
      "ag_args": {
        "name_suffix": "_r183"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r183",
    "model_type": "GBM"
  },
  "LightGBM_r184": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9157485018517729,
      "learning_rate": 0.005958345656330413,
      "min_data_in_leaf": 6,
      "num_leaves": 193,
      "ag_args": {
        "name_suffix": "_r184"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r184",
    "model_type": "GBM"
  },
  "LightGBM_r185": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.687852322118247,
      "learning_rate": 0.022929846648247564,
      "min_data_in_leaf": 15,
      "num_leaves": 27,
      "ag_args": {
        "name_suffix": "_r185"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r185",
    "model_type": "GBM"
  },
  "LightGBM_r186": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9142749505027404,
      "learning_rate": 0.007105605177797098,
      "min_data_in_leaf": 49,
      "num_leaves": 114,
      "ag_args": {
        "name_suffix": "_r186"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r186",
    "model_type": "GBM"
  },
  "LightGBM_r187": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5411577063790506,
      "learning_rate": 0.005964334727977805,
      "min_data_in_leaf": 19,
      "num_leaves": 117,
      "ag_args": {
        "name_suffix": "_r187"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r187",
    "model_type": "GBM"
  },
  "LightGBM_r188": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8282601210460099,
      "learning_rate": 0.033929021353492905,
      "min_data_in_leaf": 6,
      "num_leaves": 127,
      "ag_args": {
        "name_suffix": "_r188"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r188",
    "model_type": "GBM"
  },
  "LightGBM_r189": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.624851622944449,
      "learning_rate": 0.03628615336683363,
      "min_data_in_leaf": 21,
      "num_leaves": 128,
      "ag_args": {
        "name_suffix": "_r189"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r189",
    "model_type": "GBM"
  },
  "LightGBM_r190": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7920526966681822,
      "learning_rate": 0.044051767425465606,
      "min_data_in_leaf": 47,
      "num_leaves": 22,
      "ag_args": {
        "name_suffix": "_r190"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r190",
    "model_type": "GBM"
  },
  "LightGBM_r191": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8999894845710796,
      "learning_rate": 0.051087336729504676,
      "min_data_in_leaf": 18,
      "num_leaves": 167,
      "ag_args": {
        "name_suffix": "_r191"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r191",
    "model_type": "GBM"
  },
  "LightGBM_r192": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.41797019494284965,
      "learning_rate": 0.04551555978504112,
      "min_data_in_leaf": 31,
      "num_leaves": 18,
      "ag_args": {
        "name_suffix": "_r192"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r192",
    "model_type": "GBM"
  },
  "LightGBM_r193": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.45113983617671205,
      "learning_rate": 0.0367313338793234,
      "min_data_in_leaf": 37,
      "num_leaves": 196,
      "ag_args": {
        "name_suffix": "_r193"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r193",
    "model_type": "GBM"
  },
  "LightGBM_r194": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.4619788930510832,
      "learning_rate": 0.06717079518015412,
      "min_data_in_leaf": 59,
      "num_leaves": 195,
      "ag_args": {
        "name_suffix": "_r194"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r194",
    "model_type": "GBM"
  },
  "LightGBM_r195": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.9623312953304214,
      "learning_rate": 0.08825851667733511,
      "min_data_in_leaf": 15,
      "num_leaves": 138,
      "ag_args": {
        "name_suffix": "_r195"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r195",
    "model_type": "GBM"
  },
  "LightGBM_r196": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.5143401489640409,
      "learning_rate": 0.00529479887023554,
      "min_data_in_leaf": 6,
      "num_leaves": 133,
      "ag_args": {
        "name_suffix": "_r196"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r196",
    "model_type": "GBM"
  },
  "LightGBM_r197": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.8323165105576036,
      "learning_rate": 0.03334737757179092,
      "min_data_in_leaf": 13,
      "num_leaves": 222,
      "ag_args": {
        "name_suffix": "_r197"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r197",
    "model_type": "GBM"
  },
  "LightGBM_r198": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.45118655387122203,
      "learning_rate": 0.009705399613761859,
      "min_data_in_leaf": 9,
      "num_leaves": 45,
      "ag_args": {
        "name_suffix": "_r198"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r198",
    "model_type": "GBM"
  },
  "LightGBM_r199": {
    "hyperparameters": {
      "extra_trees": false,
      "feature_fraction": 0.48657165795333446,
      "learning_rate": 0.023301658181825655,
      "min_data_in_leaf": 41,
      "num_leaves": 207,
      "ag_args": {
        "name_suffix": "_r199"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r199",
    "model_type": "GBM"
  },
  "LightGBM_r200": {
    "hyperparameters": {
      "extra_trees": true,
      "feature_fraction": 0.7358094434940687,
      "learning_rate": 0.05072929980505916,
      "min_data_in_leaf": 2,
      "num_leaves": 101,
      "ag_args": {
        "name_suffix": "_r200"
      }
    },
    "name_prefix": "LightGBM",
    "name_suffix": "_r200",
    "model_type": "GBM"
  }
}