param = {
    '1JHC': {
        'max_depth': 19,
        'min_child_samples': 16,
        'num_leaves': 672,
        'bagging_fraction': 0.8748574691581626,
        'feature_fraction': 0.857815768011175
    },
    '1JHN': {
        'max_depth': 9,
        'min_child_samples': 10,
        'num_leaves': 521,
        'bagging_fraction': 0.9899346116175093,
        'feature_fraction': 0.8503599438804854
    },
    '2JHC': {
        'max_depth': 19,
        'min_child_samples': 10,
        'num_leaves': 3004,
        'bagging_fraction': 0.968896854888911,
        'feature_fraction': 0.830785156614986
    },
    '2JHH': {
        'max_depth': 19,
        'min_child_samples': 10,
        'num_leaves': 764,
        'bagging_fraction': 0.9883590167341808,
        'feature_fraction': 0.5792692318183716
    },
    '2JHN': {
        'max_depth': 19,
        'min_child_samples': 10,
        'num_leaves': 514,
        'bagging_fraction': 0.9897234464389787,
        'feature_fraction': 0.6800617577967836
    },
    '3JHC': {
        'max_depth': 19,
        'min_child_samples': 10,
        'num_leaves': 3587,
        'bagging_fraction': 0.98,
        'feature_fraction': 0.7
    },
    '3JHH': {
        'max_depth': 19,
        'min_child_samples': 12,
        'num_leaves': 2058,
        'bagging_fraction': 0.9895948165143177,
        'feature_fraction': 0.989362752945878
    },
    '3JHN': {
        'max_depth': 17,
        'min_child_samples': 10,
        'num_leaves': 4085,
        'bagging_fraction': 0.98,
        'feature_fraction': 0.7
    }
}