# Convert categorical features to numeric levels for feature in ['Sex', 'Cabin', 'Embarked', 'Embarked_clean', 'Title']: le = LabelEncoder() titanic[feature] = le.fit_transform(titanic[feature].astype(str)) titanic.head()
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