Definition
Cosine Similarity
Let
be non-zero vectors. Their cosine similarity is the inner product normalised by the product of their norms: If
is the angle between and , then Thus
means the vectors point in the same direction, means they are orthogonal, and means they point in opposite directions. Cosine similarity compares direction while ignoring scale.