# CSV files directory
DATA_PATH = "..\\data"

# seed
seed = 0

lgb_params_grid = {
    "objective": ["multiclass"],
    "metric": ['multi_logloss'],
    "num_class": [12],
    "max_depth": [32, 64, 128, 256],
    "num_leaves": [255, 400, 1000],
    "bagging_fraction": [0.5, 0.9],
    "feature_fraction": [0.5, 0.9],
    "bagging_freq": [5, 10],
    "max_bin": [250, 400],
    "learning_rate": [0.05, 0.1],
    "bagging_seed": [seed],
    "verbosity": [-1]
}
