quangngoc Definition: TF-IDF: Term Frequency-Inverse Document Frequency TF: Term Frequency Difference: TF-IDF is a numerical statistic that is intended to reflect how important a word is to the document in a collection of the corpus. TF is a count of the number of times a word occurs in a document.