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

cleveland (1)
kc2 (1)
mushroom (1) 5.0393135801657
steel-plates-fault (1)
satimage (1)
mbagrade (1)
gina_agnostic (1)
anneal (1) 26.839183802677
splice (1) 26.313211437704
soybean (1) 7.508591767241
profb (1) 48.791652210823
Click_prediction_small (5)
LED-display-domain-7digit (1)
blood-transfusion-service-center (1)
pbc (1)
micro-mass (2)
cmc (1) 53.274885238451
isolet (1)
jm1 (1)
monks-problems-2 (1) 255.34844685504
scene (1) 14.432384039473
texture (1)
spambase (1)
wilt (1)
tic-tac-toe (1) 49.450450967974
cloud (1)
musk (1) 1
abalone (1) 15.394222181644
detroit (1)
collins (1) 2
climate-model-simulation-crashes (1)
GesturePhaseSegmentationProcessed (1)
ilpd (1) 181.12929170936
MiceProtein (1) 1.9993448613831
monks-problems-3 (1) 9.435362670639
mfeat-morphological (1)
hill-valley (1)
ada_agnostic (1)
UNIX_user_data (1)
Amazon_employee_access (1) 5.7187681658275
cnae-9 (1)
mfeat-factors (1)
credit-g (1) 43.593036016305
semeion (1)
vehicle (1)
quake (1)
mfeat-karhunen (1)
wall-robot-navigation (1)
MagicTelescope (1)
car (1) 10.538249177645
vowel (2)
kc1 (1)
one-hundred-plants-texture (1)
artificial-characters (1)
pharynx (1)
longley (1)
analcatdata_dmft (1) 61.624214518446
auto_price (1)
cpu_act (1)
kin8nm (1)
cylinder-bands (2) 17.865232787059
PhishingWebsites (1) 19.057464686937
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) 15.433382768602
mfeat-zernike (1)
iris (2)
letter (1)
lowbwt (1)
ozone-level-8hr (1)
wdbc (1)
electricity (1) 392.12236866176
iris (1)
autoMpg (1)
cjs (3) 1.957457409771
dresses-sales (2) 30.473106715455
bank-marketing (1) 34.954258768412
sick (1) 64.929194234556
pendigits (1)
pc3 (1)
pc4 (1)
eeg-eye-state (1)
autoPrice (1)
bolts (1)
madelon (1)
mozilla4 (1)
monks-problems-1 (1) 19.286930346858
qsar-biodeg (1)
segment (1)
cardiotocography (1)
JapaneseVowels (1)
iris-challenge (1)
delta_elevators (1)
vineyard (1)
fourclass_scale (1)
adult (2) 11.068507517484
tamilnadu-electricity (1) 1
analcatdata_authorship (1)
diabetes_numeric (1)
fruitfly (1)
Bioresponse (1)
Australian (3)
diabetes (1)
cholesterol (1)
eucalyptus (1) 5.9334684401021
one-hundred-plants-margin (1)