Remove subroutines related to selection as the intent for modification will be utilizing all features.
Add method returning sentiment rating for a given phrase.
Select most informative 15k words as tests confirmed highest accuracy (84.69%) at this cutoff.
Ensure consistency in whitespace.
Modify code to be a util script for processing phrases from STDIN and printing corresponding sentiment rating.