What is TF-IDF?

TF-IDF (Term Frequency-Inverse Document Frequency) — is a numerical technique used in Natural Language Processing (NLP) to measure how important a word is within a document compared with a collection of documents.

Instead of treating every word as equally important, TF-IDF gives higher scores to words that are …