Cosine Similarity

The cosine similarity of two nonzero real vectors and is the cosine of the angle between them,

It is invariant under positive rescaling of either vector. Its value lies in , and for vectors with nonnegative components it lies in . The quantity is often called cosine distance, although it does not in general satisfy the triangle inequality.