import pandas

from models.lightgbm_model import LIGHT_GBM

data_frame = pandas.read_csv("../data/Ketamine_icp_no_x.csv")

model = LIGHT_GBM(
    data_frame,
    output_file_tuning="lightgbm_tuning_results_no_x.csv",
)

results = model.tune()