Quick List

Below are just some quick listing of association measures without any description. These association measures are grouped by variable pair types and/or approach.

Binary-Binary (88)

adjusted_rand_index
ample
anderberg
baroni_urbani_buser_i
baroni_urbani_buser_ii
braun_banquet
chisq
chisq
chisq_dof
chord
cole_i
cole_ii
contingency_coefficient
cosine
cramer_v
dennis
dice
disperson
driver_kroeber
euclid
eyraud
fager_mcgowan
faith
forbes_ii
forbesi
fossum
gilbert_wells
gk_lambda
gk_lambda_reversed
goodman_kruskal
gower
gower_legendre
hamann
hamming
hellinger
inner_product
intersection
jaccard
jaccard_3w
jaccard_distance
johnson
kulcyznski_ii
kulczynski_i
lance_williams
mcconnaughey
mcnemar_test
mean_manhattan
michael
mountford
mutual_information
ochia_i
ochia_ii
odds_ratio
pattern_difference
pearson_heron_i
pearson_heron_ii
pearson_i
peirce
person_ii
phi
roger_tanimoto
russel_rao
shape_difference
simpson
size_difference
sokal_michener
sokal_sneath_i
sokal_sneath_ii
sokal_sneath_iii
sokal_sneath_iv
sokal_sneath_v
sorensen_dice
sorgenfrei
stiles
tanimoto_distance
tanimoto_i
tanimoto_ii
tarantula
tarwid
tetrachoric
tschuprow_t
uncertainty_coefficient
uncertainty_coefficient_reversed
vari
yule_q
yule_q_difference
yule_w
yule_y

Confusion Matrix, Binary-Binary (29)

acc
ba
bm
dor
f1
fdr
fn
fnr
fomr
fp
fpr
mcc
mk
n
nlr
npv
plr
ppv
precision
prevalence
pt
recall
sensitivity
specificity
tn
tnr
tp
tpr
ts

Categorical-Categorical (9)

adjusted_rand_index
chisq
chisq_dof
gk_lambda
gk_lambda_reversed
mutual_information
phi
uncertainty_coefficient
uncertainty_coefficient_reversed

Categorical-Continuous, Biserial (3)

biserial
point_biserial
rank_biserial

Categorical-Continuous (7)

anova
calinski_harabasz
davies_bouldin
eta
eta_squared
kruskal
silhouette

Ordinal-Ordinal, Concordance (3)

goodman_kruskal_gamma
kendall_tau
somers_d

Continuous-Continuous (4)

kendall
pearson
regression
spearman