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

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
cylinder-bands (1) 10.842550504448
nursery (1) 10.630221276615
BNG(labor,nominal,1000000) (1) 10.92797470029
hypothyroid (1) 202.58497041522
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 7.5744479656926
page-blocks (1) NaN
audiology (1) 24.870653461708
anneal (1) 26.839183802677
autos (1) 7.9072133350713
glass (1) NaN
lymph (1) 9.3768022340562
hepatitis (1) 14.199909659591
heart-c (1) 9.1556390577182