Notice the denominator is solely the full variety of terms in document d (counting Each individual occurrence of exactly the same phrase separately). You'll find many other ways to define term frequency:[5]: 128 An idf is consistent per corpus, and accounts for the ratio of documents that come with the word "this". In this case, Now we have a c