cosine similarity

Can Cosine Similarity Be Greater Than 1? Cosine similarity can be seen as a method of normalizing document length during comparison. In the case of information retrieval, the cosine similarity of two documents will range from 0 to 1, since the term frequencies cannot be negative. … The angle between two term frequency vectors cannot