1. Document Similarity Measures Content:  Precision Recall and F-measure  Dice Coefficient  Jaccard Coefficient  Cosine Similarity  Asymmetric Similarity  Euclidean Distance  Manhattan blocks distance

2. Similarity Measures: Requirements

3. Precision Recall and F-measure

4. Dice Coefficient

5. Denotation of Dice Coefficient

6. Jaccard Coefficient

7. Cosine Similarity

8. Calculating Cosine Similarity

9. Asymmetric Similarity

10. Distance Based Similarity Measures

12. Reference Leach and Gillet (2003) Chapters 3, 4, 5 and 6 Eugene F. Krause (1987). Taxicab Geometry. Dover. ISBN 0-486-25202-7. P.-N. Tan, M. Steinbach & V. Kumar, "Introduction to Data Mining",, Addison-Wesley (2005), ISBN 0-321-32136-7, chapter 8; page 500. Elena Deza & Michel Marie Deza (2009) Encyclopedia of Distances, page 94, Springer. Hazewinkel, Michiel, ed. (2001), "Mahalanobis distance", Encyclopedia of Mathematics, Springer, ISBN 978-1-55608-010-4