Measure

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

Value per dataset

bridges (2) 1.544362200177
postoperative-patient-data (1) 0.05446762725098
trains (1) 1
BNG(anneal,nominal,1000000) (1) 0.39381709604007
BNG(anneal.ORIG,nominal,1000000) (1) 0.22410322427556
BNG(kr-vs-kp) (1) 0.16531762210862
BNG(letter,nominal,1000000) (1) 0.41875615258371
BNG(autos,nominal,1000000) (1) 0.38863276040702
BNG(lymph,nominal,1000000) (1) 0.26430397885468
BNG(mfeat-fourier,nominal,1000000) (1) 0.59552017501739
cylinder-bands (1) 0.76737735729093
nursery (1) 0.95877496046997
BNG(labor,nominal,1000000) (1) 0.3278692860388
BNG(breast-cancer,nominal,1000000) (1) 0.07226921805702
vowel (1) 0
amazon-commerce-reviews (1) NaN
ldpa (1) 0.01293407630145
hypothyroid (1) 0.01195055117111
labor (1) 0.24447257116933
bridges (1) 1.544362200177
colic (2) 0.28775673515645
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 0.27536597179476
one-hundred-plants-margin (1) NaN
nomao (1) 0.26071664300521
page-blocks (1) NaN
audiology (1) 0.90344086424469
kr-vs-k (1) 0.18511551414717
mfeat-factors (1) NaN
mfeat-pixel (1) 0.69725435953817
anneal (1) 0.40908953764451
autos (1) 0.92107332056188
soybean (1) 1.2869247476219
madelon (1) NaN
cmc (1) 0.07090633894894
ecoli (1) NaN
liver-disorders (1) -1
glass (1) NaN
zoo (1) 0.97431972110969
lymph (1) 0.40188387586188
cardiotocography (1) NaN
balance-scale (1) NaN
ilpd (1) 0.00477057255121
one-hundred-plants-shape (1) NaN
ozone-level-8hr (1) NaN