skip to content
Ben Lau statistics . machine learning . programming . optimization . research

Similarity Measures

1 min read Updated:

Similarity measures or similarity metrics are real-valued functions that quantify the similarity between two objects.

Formulas

  • Cosine similarity only cares about angle difference
  • Dot product cares about angle and magnitude, but if the vectors are normalized, it’s the same as cosine similarity