Measure

MeanMutualInformation

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

Value per dataset

bridges (2) 0.46717227116951
postoperative-patient-data (1) 0.022560012510713
trains (1) 0.18608237774488
BNG(anneal,nominal,1000000) (1) 0.060208478274192
BNG(anneal.ORIG,nominal,1000000) (1) 0.025236308479424
BNG(kr-vs-kp) (1) 0.016516106132353
BNG(letter,nominal,1000000) (1) 0.17259557657245
BNG(autos,nominal,1000000) (1) 0.10434424822602
BNG(lymph,nominal,1000000) (1) 0.087438558443016
BNG(mfeat-fourier,nominal,1000000) (1) 0.15186190986235
cylinder-bands (1) 0.090612820888926
nursery (1) 0.16147320507428
BNG(labor,nominal,1000000) (1) 0.085835261026888
BNG(breast-cancer,nominal,1000000) (1) 0.030968944119288
vowel (1) 0
amazon-commerce-reviews (1) NaN
ldpa (1) 0.00665853844302
hypothyroid (1) 0.0023033179412582
labor (1) 0.10064816146095
bridges (1) 0.50344257771944
colic (2) 0.068430377732217
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 0.12451521324785
one-hundred-plants-margin (1) NaN
nomao (1) 0.055917746985664
page-blocks (1) NaN
audiology (1) 0.13758974178128
kr-vs-k (1) 0.13350211211789
mfeat-factors (1) NaN
mfeat-pixel (1) 0.34802686495807
anneal (1) 0.044331968697414
autos (1) 0.28739252660653
soybean (1) 0.51081588977983
madelon (1) NaN
cmc (1) 0.028888557457444
ecoli (1) NaN
liver-disorders (1) -1
glass (1) NaN
zoo (1) 0.52542623642929
lymph (1) 0.13092709767171
cardiotocography (1) NaN
balance-scale (1) NaN
ilpd (1) 0.00477057255121
one-hundred-plants-shape (1) NaN
ozone-level-8hr (1) NaN