Meaning of TF-IDF (Term Frequency-Inverse Document Frequency)

Simple definition

TF-IDF is a statistical method used in text analysis to evaluate how important a word is in a document relative to a collection of documents.

How to use TF-IDF (Term Frequency-Inverse Document Frequency) in a professional context

It’s used in natural language processing and search engines to prioritize keywords or rank search results.

Concrete example of TF-IDF (Term Frequency-Inverse Document Frequency)

A search engine uses TF-IDF to rank documents by assigning higher scores to documents where search terms are more unique.