Inverse Document Frequency is used to determine the importance of a word in a set of documents (corpus) for example: In documents A and B Below, A: I am a big fan of 70's rock B: I am not a big fan of 70's rock The most important word. It eliminates the common words (Stop words) like 'is' or 'the' from getting unnecessary importance.