Measure

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

Value per dataset

bridges (2) 4.9738667982591
postoperative-patient-data (1) 43.45332433288
trains (1) 5.3739640051837
BNG(anneal,nominal,1000000) (1) 19.993645928303
BNG(anneal.ORIG,nominal,1000000) (1) 47.700597632082
BNG(kr-vs-kp) (1) 60.463334817696
BNG(letter,nominal,1000000) (1) 27.229977376724
BNG(autos,nominal,1000000) (1) 22.075577424962
BNG(lymph,nominal,1000000) (1) 14.350634398633
BNG(mfeat-fourier,nominal,1000000) (1) 21.874634348792
cylinder-bands (1) 10.842550504448
nursery (1) 10.630221276615
BNG(labor,nominal,1000000) (1) 10.92797470029
BNG(breast-cancer,nominal,1000000) (1) 28.344933495982
vowel (1) -1
amazon-commerce-reviews (1) NaN
ldpa (1) 407.18486039361
hypothyroid (1) 202.58497041522
labor (1) 9.2882871446912
bridges (1) 4.6155266786597
colic (2) 13.88765781317
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 7.5744479656926
one-hundred-plants-margin (1) NaN
nomao (1) 15.433382768602
page-blocks (1) NaN
audiology (1) 24.870653461708
kr-vs-k (1) 26.247966904376
mfeat-factors (1) NaN
mfeat-pixel (1) 9.5450335286259
anneal (1) 26.839183802677
autos (1) 7.9072133350713
soybean (1) 7.508591767241
madelon (1) NaN
cmc (1) 53.274885238451
ecoli (1) NaN
liver-disorders (1) -1
glass (1) NaN
zoo (1) 4.5497531652395
lymph (1) 9.3768022340562
cardiotocography (1) NaN
balance-scale (1) NaN
ilpd (1) 181.12929170936
one-hundred-plants-shape (1) NaN
ozone-level-8hr (1) NaN