Supported Similarity Metrics

#

Name

Input Aliases

Distance

1

l0_similarity

Yes

2

l1_similarity

manhattan_similarity, taxicab_similarity, city_block_similarity, snake_similarity

Yes

3

l2_similarity

euclidean_similarity

Yes

4

cosine

driver-kroeber, ochiai

Yes

5

dice

sorenson, gleason

Yes

6

dice_2

7

dice_3

8

tanimoto

jaccard-tanimoto

Yes

9

simple_matching

sokal-michener, rand

Yes

10

rogers-tanimoto

Yes

11

russel-rao

Yes

12

forbes

Yes

13

simpson

14

braun-blanquet

Yes

15

baroni-urbani-buser

Yes

16

kulczynski

17

sokal-sneath

sokal-sneath_1

Yes

18

sokal-sneath_2

sokal-sneath-2, symmetric_sokal_sneath, symmetric-sokal-sneath,

19

sokal-sneath_3

sokal-sneath-3

Yes

20

sokal-sneath_4

sokal-sneath-4

Yes

21

jaccard

22

faith

Yes

23

michael

24

mountford

Yes

25

rogot-goldberg

Yes

26

hawkins-dotson

Yes

27

maxwell-pilliner

Yes

28

harris-lahey

29

consonni-todeschini_1

consonni-todeschini-1

Yes

30

consonni-todeschini_2

consonni-todeschini-2

31

consonni-todeschini_3

consonni-todeschini-3

32

consonni-todeschini_4

consonni-todeschini-4

33

consonni-todeschini_5

consonni-todeschini-5

Yes

34

austin-colwell

Yes

35

yule_1

yule-1

36

yule_2

yule-2

Yes

37

holiday-fossum

fossum, holiday_fossum

Yes

38

holiday-dennis

dennis, holiday_dennis

Yes

39

cole_1

cole-1

40

cole_2

cole-2

41

dispersion

choi

42

goodman-kruskal

goodman_kruskal

43

pearson-heron

pearson_heron

Yes

44

sorgenfrei

45

cohen

46

peirce_1

peirce-1

47

peirce_2

peirce-2