Question: is tf-idf a feature extraction technique?
Answer: The TF-IDF (term frequency-inverse document frequency) algorithm is based on word statistics for text feature extraction. ... The representation of words needs to extract the similarity of words, and the similarity among words needs to be obtained by the meaning of words in texts.