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import lightgbm as lgb | |
import numpy as np | |
import pandas as pd | |
import sklearn.datasets | |
from sklearn.datasets import fetch_openml | |
import sklearn.metrics | |
from sklearn.model_selection import train_test_split | |
import optuna |