Cosine similarity

It is a metric used to determine how similar two entities are irrespective of their size. Mathematically, it measures the cosine of the angle between two vectors projected in a multi-dimensional space. This metric is a measurement of orientation and not magnitude, it can be used in various fields including text analysis for document comparison and in recommender systems.