Measure

MaxMutualInformation

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

Value per dataset

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
cylinder-bands (1) 0.76737735729093
nursery (1) 0.95877496046997
BNG(labor,nominal,1000000) (1) 0.3278692860388
hypothyroid (1) 0.01195055117111
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 0.27536597179476
page-blocks (1) NaN
audiology (1) 0.90344086424469
anneal (1) 0.40908953764451
autos (1) 0.92107332056188
glass (1) NaN
lymph (1) 0.40188387586188
hepatitis (1) 0.12751869220338
heart-c (1) 0.21274893274998