title: TF - IDF vs only IDF
body: <p>Is there any case when IDF is better than TF-IDF? As far I understood TF is important to give a weight to a word within a document to match that document with a predefined query. If I'd like just to sort the importance of words in a collection of documents without any specific IR purpose, why should I use the TF term?</p>