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from sklearn.metrics import classification_report
from sklearn.tree import ExtraTreeClassifier
df['label'].value_counts()
0 20217
df[column] = df[column].replace('?', ' question ')
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Returns:
Now the data has been preprocessed, it's ready to be split into the training and test datasets we can use in our machine learning models. We'll only be using one column of data here - the all_text data we preprocessed above. We're defining the target column to y, so we'll be training our model to predict that class value. We'll split the data up in the usual manner using train_test_split().
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