Evaluating Methods for Calculating Document Similarity

The blog covers methods for representing documents as vectors and computing similarity, such as Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, along with pre-processing steps for text data, such as tokenization, lowercasing, removing punctuation, removing stop words, and lemmatization.

blog computing data data science document documents jaccard lemmatization pre-processing processing text tf-idf tokenization vectors words