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

MercuryinBass (1) -1
mv (1) -1
kdd_ipums_la_98-small (1) 57.896584564203
qqdefects_numeric (1) -1
gina_prior2 (1) NaN
ar1 (1) NaN
analcatdata_challenger (2) 67.151545674962
datatrieve (1) NaN
puma32H (1) -1
kc1-top5 (1) NaN
sylva_prior (1) NaN
nasa_numeric (1) -1
mw1 (1) NaN
mc1 (1) NaN
ar6 (1) NaN
glass (2) NaN
mfeat-pixel (2) 43.308109146268
soybean (2) 22.596605369109
ar5 (1) NaN
FacultySalaries (1) -1
Brainsize (1) -1
analcatdata_germangss (2) 20.591458528751
kdd_ipums_la_99-small (1) 103.05798783844
dermatology (2) 5.1773013315076
primary-tumor (2) 20.260923804913
white-clover (1) 9.8648939153019
kdd_synthetic_control (1) NaN
bridges (5) 10.201826005171
vowel (3) -1
pc2 (1) NaN
white-clover (2) 18.629387484536
ar3 (1) NaN
jEdit_4.0_4.2 (1) NaN
cm1_req (1) 601.21077464801
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
walking-activity (1) NaN
sonar (1) NaN
cylinder-bands (1) 16.983148298252
nursery (1) 9.5758863300935
skin-segmentation (1) NaN
BNG(labor,nominal,1000000) (1) 11.041644720325
BNG(breast-cancer,nominal,1000000) (1) 49.546156896791
ionosphere (1) NaN
lymph (1) 7.5345677481764
vowel (1) -1
colic (1) 16.212482775245
autoUniv-au1-1000 (1) NaN
autoUniv-au4-2500 (1) 520.7245743806
autoUniv-au6-750 (1) 175.96615203745
autoUniv-au7-1100 (1) 21.571102091205
autoUniv-au7-700 (1) 227.43309337714
autoUniv-au7-500 (1) 29.525110895848
autoUniv-au6-1000 (1) 215.66732179528
abalone (3) 7.0425555032175
bank-marketing (2) 113.7413154186