Notice the denominator is solely the entire range of terms in document d (counting Every incidence of the same phrase individually). You will discover various other approaches to outline phrase frequency:[5]: 128 Each phrase frequency and inverse document frequency could be formulated in terms of knowledge concept; it helps to understand why th