Measure

MeanNoiseToSignalRatio

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

Value per dataset

cleveland (1)
kc2 (1)
mushroom (1) 6.108305922032
steel-plates-fault (1)
satimage (1)
mbagrade (1)
gina_agnostic (1)
anneal (1) 4.6739000717755
splice (1) 34.163467740833
soybean (1) 0.89028783409221
profb (1) 130.18675527953
Click_prediction_small (5)
LED-display-domain-7digit (1)
blood-transfusion-service-center (1)
pbc (1)
micro-mass (2)
cmc (1) 41.259372029125
isolet (1)
jm1 (1)
monks-problems-2 (1) 400.68286674306
scene (1) 13.371809918407
texture (1)
spambase (1)
wilt (1)
tic-tac-toe (1) 80.697486342038
cloud (1)
musk (1) 6.3918687603254
abalone (1) 5.7590418507836
detroit (1)
collins (1) -8.5201358896642E-16
climate-model-simulation-crashes (1)
GesturePhaseSegmentationProcessed (1)
ilpd (1) 166.88826684642
MiceProtein (1) 1.1829944870426
monks-problems-3 (1) 12.781491121921
mfeat-morphological (1)
hill-valley (1)
ada_agnostic (1)
UNIX_user_data (1)
Amazon_employee_access (1) 122.79628049117
cnae-9 (1)
mfeat-factors (1)
credit-g (1) 69.927498601706
semeion (1)
vehicle (1)
quake (1)
mfeat-karhunen (1)
wall-robot-navigation (1)
MagicTelescope (1)
car (1) 14.666394799843
vowel (2)
kc1 (1)
one-hundred-plants-texture (1)
artificial-characters (1)
pharynx (1)
longley (1)
analcatdata_dmft (1) 47.17132990141
auto_price (1)
cpu_act (1)
kin8nm (1)
cylinder-bands (2) 22.583610515012
PhishingWebsites (1) 15.063524292854
wisconsin (1)
gas-drift (1)
optdigits (1)
banknote-authentication (1)
mfeat-fourier (1)
one-hundred-plants-shape (1)
first-order-theorem-proving (1)
balance-scale (1)
phoneme (1)
har (1)
nomao (1) 14.086447948074
mfeat-zernike (1)
iris (2)
letter (1)
lowbwt (1)
ozone-level-8hr (1)
wdbc (1)
electricity (1) 1118.2824027772
iris (1)
autoMpg (1)
cjs (3) 2.3322497036281
dresses-sales (2) 68.226760506187
bank-marketing (1) 94.436955356015
sick (1) 64.946012665492
pendigits (1)
pc3 (1)
pc4 (1)
eeg-eye-state (1)
autoPrice (1)
bolts (1)
madelon (1)
mozilla4 (1)
monks-problems-1 (1) 27.138145109045
qsar-biodeg (1)
segment (1)
cardiotocography (1)
JapaneseVowels (1)
iris-challenge (1)
delta_elevators (1)
vineyard (1)
fourclass_scale (1)
adult (2) 23.832203118733
tamilnadu-electricity (1) 0.16275572665712
analcatdata_authorship (1)
diabetes_numeric (1)
fruitfly (1)
Bioresponse (1)
Australian (3)
diabetes (1)
cholesterol (1)
eucalyptus (1) 8.0825303963019
one-hundred-plants-margin (1)