Measure

MeanMutualInformation

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

Value per dataset

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
cylinder-bands (1) 0.090612820888926
nursery (1) 0.16147320507428
BNG(labor,nominal,1000000) (1) 0.085835261026888
hypothyroid (1) 0.0023033179412582
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 0.12451521324785
page-blocks (1) NaN
audiology (1) 0.13758974178128
anneal (1) 0.044331968697414
autos (1) 0.28739252660653
glass (1) NaN
lymph (1) 0.13092709767171
hepatitis (1) 0.051735903274144
heart-c (1) 0.10859587222628