title: Is this important to clean test data?
body: <p>In the training data, I did feature engineering and clean my data. Is this important to do the same with test data?
  I know some basic modifications like label encoding, dependent/independent feature split, etc.. are required in test data as well. But do we really need to CLEAN the test data before we do the predictions? </p>