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[pre-commit.ci] auto fixes from pre-commit.com hooks
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machine_learning/xgboostclassifier.py

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# XGBoost Classifier Example
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import numpy as np
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from matplotlib import pyplot as plt
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from sklearn.datasets import load_iris
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from sklearn.metrics import plot_confusion_matrix
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from sklearn.model_selection import train_test_split
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from xgboost import XGBClassifier
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import numpy as np
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def data_handling(data: dict) -> tuple:

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