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

bridges (2) 2.6201470512422
postoperative-patient-data (1) 48.252502016747
trains (1) 3.6530645480768
BNG(anneal,nominal,1000000) (1) 9.3814212137955
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
BNG(mfeat-fourier,nominal,1000000) (1) 7.0917231557387
cylinder-bands (1) 16.983148298252
nursery (1) 9.5758863300935
BNG(labor,nominal,1000000) (1) 11.041644720325
BNG(breast-cancer,nominal,1000000) (1) 49.546156896791
vowel (1) -1
amazon-commerce-reviews (1) NaN
ldpa (1) 321.74626432075
hypothyroid (1) 145.55176285689
labor (1) 9.3170541937559
bridges (1) 2.4118259488842
colic (2) 20.136840227255
hayes-roth_test (1) NaN
hayes-roth_train (1) NaN
heart-h (1) 6.1211917065274
one-hundred-plants-margin (1) NaN
page-blocks (1) NaN
audiology (1) 1.3120573347977
kr-vs-k (1) 18.264632431527
mfeat-factors (1) NaN
mfeat-pixel (1) 4.1259539520417
anneal (1) 4.6739000717755
autos (1) 3.8455598450917
soybean (1) 0.89028783409221
ecoli (1) NaN
glass (1) NaN
lymph (1) 7.5345677481764
balance-scale (1) NaN
one-hundred-plants-shape (1) NaN