Introduction - If you have any usage issues, please Google them yourself
IDF reflects the importance of a word in a document collection for a document, often in the text, according to data mining and information extraction is used as a weighting factor. In a given file, word frequency (termfrequency-TF) refers to the frequency of a given certain word appears in the document. Inverse document frequency (inversedocument frequency, IDF) is a measure of the importance of a common word.