Choosing Cosine over Euclidean Distance in High Dimensions

Cosine Similarity vs Dot Product vs Euclidean Distance for Similarity Search

Cosine similarity, dot product, and Euclidean distance are three distinct mathematical metrics for measuring the "closeness" or similarity between vectors (numerical representations of data such as t…