Measure

NoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Value per dataset

BNG(anneal.ORIG,nominal,1000000) (1) 13.181853583708
BNG(kr-vs-kp) (1) 35.649385403203
BNG(letter,nominal,1000000) (1) 4.8814268605018
BNG(autos,nominal,1000000) (1) 12.993724045891
BNG(lymph,nominal,1000000) (1) 11.896723554806
cylinder-bands (1) 16.983148298252
nursery (1) 9.5758863300935
BNG(labor,nominal,1000000) (1) 11.041644720325
hypothyroid (1) 145.55176285689
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 6.1211917065274
page-blocks (1) NaN
audiology (1) 1.3120573347977
anneal (1) 4.6739000717755
autos (1) 3.8455598450917
glass (1) NaN
lymph (1) 7.5345677481764
hepatitis (1) 14.111333699755
heart-c (1) 9.2667233310692