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

BNG(credit-g,nominal,1000000) (1) 57.898691247876
BNG(pendigits,nominal,1000000) (1) 7.9114330090137
BNG(cylinder-bands,nominal,1000000) (1) 49.12276406442
BNG(dermatology,nominal,1000000) (1) 6.6380278908131
BNG(segment) (1) 6.7208812585911
mfeat-factors (1)
mfeat-fourier (1)
breast-w (1)
mfeat-karhunen (1)
bridges (1) 4.6155266786597
mfeat-morphological (1)
bridges (2) 4.9738667982591
mfeat-pixel (1) 9.5450335286259
BNG(anneal.ORIG,nominal,1000000) (1) 47.700597632082
BNG(kr-vs-kp) (1) 60.463334817696
BNG(labor,nominal,1000000) (1) 10.92797470029
BNG(letter,nominal,1000000) (1) 27.229977376724
BNG(autos,nominal,1000000) (1) 22.075577424962
BNG(lymph,nominal,1000000) (1) 14.350634398633
BNG(breast-cancer,nominal,1000000) (1) 28.344933495982
BNG(mfeat-fourier,nominal,1000000) (1) 21.874634348792
heart-h (1) 7.5744479656926
trains (1) 5.3739640051837
heart-statlog (1)
vehicle (1)
vote (1) 4.0726498333926
hypothyroid (1) 202.58497041522
vowel (1)
waveform-5000 (1)
zoo (1) 3.7236301670175
BNG(anneal,nominal,1000000) (1) 19.993645928303
audiology (1) 24.870653461708
autos (1) 7.9072133350713
BNG(mfeat-karhunen,nominal,1000000) (1) 22.294556025653
BNG(bridges_version1,nominal,1000000) (1) 10.710852119231
BNG(bridges_version2,nominal,1000000) (1) 10.47533881287
BNG(mfeat-zernike,nominal,1000000) (1) 14.929993319711
BNG(cmc,nominal,55296) (1) 57.559046846152
BNG(mushroom) (1) 6.0972711075455
postoperative-patient-data (1) 43.45332433288
dermatology (1) 5.4163932930819
segment (1)
ecoli (1)
sonar (1)
glass (1)
soybean (1) 7.508591767241
haberman (1) 23.208460298379
hayes-roth_test (1)
hayes-roth_train (1)
tae (1) 26.917699627187
heart-c (1) 9.1556390577182
colic (1) 7.4707808907265
nursery (1) 10.630221276615
colic (2) 13.88765781317
page-blocks (1)
car (1) 10.538249177645
mfeat-zernike (1)
cmc (1) 53.274885238451
BNG(vehicle,nominal,1000000) (1) 17.135389310005
BNG(hepatitis,nominal,1000000) (1) 15.815439899511
BNG(vote) (1) 4.1198460899258
BNG(hypothyroid,nominal,1000000) (1) 158.26701664798
BNG(vowel,nominal,1000000) (1) 31.771566820684
BNG(ionosphere) (1) 14.11783641165
BNG(waveform-5000,nominal,1000000) (1) 21.650761169772
BNG(zoo,nominal,1000000) (1) 6.2573222274652
CovPokElec (1) 146.52539537853
covertype (3) 80.194235814471
BNG(sick,nominal,1000000) (1) 80.578881589724
BNG(sonar,nominal,1000000) (1) 44.963632605003
BNG(soybean) (1) 11.317325176946
BNG(spambase) (1) 351.87563887632
BNG(heart-c,nominal,1000000) (1) 12.231133256402
BNG(tic-tac-toe) (1) 45.43037694297
BNG(heart-h,nominal,1000000) (1) 14.915149901982
BNG(trains) (1) 32.042819851552
BNG(heart-statlog,nominal,1000000) (1) 12.304977005474
primary-tumor (1) 19.463748205224
shuttle-landing-control (1) 6.6997719123741
solar-flare (1) 11.432448445025
solar-flare (2) 4.946757901312
spect_test (1) 19.82623131152
spect_train (1) 16.065884444795
spectf_test (1)
spectf_train (1)
yeast (1)
satimage (1)
abalone (1) 15.394222181644
kropt (1) 19.997188078115
braziltourism (1) 13.904824309375
eucalyptus (1) 5.9334684401021
mbagrade (1)
cleveland (1)
auto_price (1)
autoMpg (1)
delta_elevators (1)
pbc (1)
SEA(50) (1)
lung-cancer (1) 10.217733049754
molecular-biology_promoters (1) 16.250002080438
monks-problems-1_test (1) 19.275366717226
monks-problems-1_train (1) 15.003043587642
monks-problems-2_test (1) 279.90539890513
monks-problems-2_train (1) 123.60569544297
monks-problems-3_test (1) 8.9214575438305
monks-problems-3_train (1) 10.56935758418
Hyperplane_10_1E-3 (1)
Hyperplane_10_1E-4 (1)
LED(50000) (1) 47.918510133782
pokerhand (1) 170.30934489926
RandomRBF_0_0 (1)
RandomRBF_10_1E-3 (1)
RandomRBF_10_1E-4 (1)
RandomRBF_50_1E-3 (1)
RandomRBF_50_1E-4 (1)
pol (1)
cholesterol (1)
sleep (1)
autoPrice (1)
detroit (1)
cloud (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
elevators (1)
pyrim (1)
house_8L (1)
BNG(waveform-5000) (1)
BNG(zoo) (1) 6.4153872497499
20_newsgroups.drift (1) 9.5465652371985E+14
meta_all.arff (1)
meta_batchincremental.arff (1)
meta_instanceincremental.arff (1)
meta_stream_intervals.arff (1)
BNG(pendigits) (1)
BNG(cylinder-bands) (1) 31.070352570977
BNG(dermatology) (1) 6.5091913828328
BNG(sonar) (1)
BNG(glass) (1)
BNG(heart-c) (1) 9.8432145405105
BNG(heart-statlog) (1)
BNG(vehicle) (1)
BNG(hepatitis) (1) 15.750744350483
BNG(vowel) (1) 103795.51040814
oil_spill (1)
scene (1) 14.432384039473
spectrometer (1) 1.833492073437
thyroid_sick (1) 64.929194234556
us_crime (1)
bridges (3) 4.4775486496555
bridges (4) 4.8158526820325
hayes-roth (1)
BNG(breast-w) (1)
BNG(cmc) (1) 54.028852146141
BNG(colic) (1) 15.685590400027
BNG(credit-a) (1) 11.80403544833
BNG(page-blocks) (1)
Australian (1)
satellite_image (1)
coil2000 (1)
libras_move (1)
isolet (1)
BNG(anneal) (1) 19.628877952692
BNG(anneal.ORIG) (2) 60.118371704594
BNG(letter) (2)
BNG(autos) (1) 18.128522314404
BNG(lymph) (1) 15.260742108126
echoMonths (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
fishcatch (1)
ozone_level (1)
vowel (2)
ipums_la_98-small (1) 9.6204268544006
ipums_la_97-small (1) 28.226612789918
tr45.wc (1)
tr11.wc (1)
tr23.wc (1)
re0.wc (1)
oh0.wc (1)
la2s.wc (1)
re1.wc (1)
la1s.wc (1)
tr12.wc (1)
wap.wc (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
garrat2 (1)
siddiqi (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
cristalli (1)
internet_usage (1) 28.677011173039
SyskillWebert-BioMedical (1)
JapaneseVowels (1)
SyskillWebert-Sheep (1)
synthetic_control (1)
ipums_la_99-small (1) 10.224375884924
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 4.0317288017579
white-clover (1) 7.7562416818182
sponge (1) 7.4118042466423
aids (1)
webdata_wXa (1)
chembl1075021test1 (1)
monks-problems-3 (1) 9.435362670639
SPECT (1) 17.022795402786
grub-damage (1) 7.6522099252523
pasture (1) 2.0154466420594
squash-stored (1) 3.8856676628147
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 2.3862508650298
analcatdata_broadwaymult (1) 5.1342110725126
cars (1) 3.4274870267475
analcatdata_birthday (1)
analcatdata_authorship (1)
analcatdata_reviewer (1) 29.324550650739
cjs (1) 1.957457409771
analcatdata_marketing (1) 24.04487166258
analcatdata_bankruptcy (1)
collins (1) 1.5
analcatdata_cyyoung9302 (1) 13.97520840472
prnn_viruses (1) 2.6959902537113
analcatdata_creditscore (1) 16.605295941902
backache (1) 36.046738792785
confidence (1)
analcatdata_dmft (1) 61.624214518446
profb (1) 48.791652210823
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 6.4161717608322
prnn_crabs (1)
analcatdata_homerun (1) 33.878977055301
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
arsenic-female-lung (1)
djdc0093 (1)
humandevel (1)
analcatdata_uktrainacc (1)
sleuth_ex1605 (1)
vinnie (2)
autoMpg (2) 2.9812836396556
fri_c2_1000_10 (2)
ada_agnostic (1)
pc4 (1)
pc3 (1)
sylva_agnostic (1)
gina_agnostic (1)
analcatdata_authorship (2)
AP_Ovary_Lung (1)
AP_Breast_Prostate (1)
AP_Endometrium_Breast (1)
OVA_Lung (1)
lymphoma_9classes (1)
leukemia (1)
KDDCup99_full (1) 2.946157809578
teachingAssistant (1) 6.6314353668826
rsctc2010_1 (1)
kc1-numeric (1)
humans_numeric (1)
OVA_Endometrium (1)
AP_Colon_Omentum (1)
AP_Breast_Uterus (1)
AP_Prostate_Ovary (1)
AP_Omentum_Ovary (1)
AP_Lung_Kidney (1)
pc1_req (1) 499.9805140255
BNG(satimage) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(solar-flare) (1) 8.8628435056551
BNG(spect_test) (1) 73.227124267301
BNG(vowel) (2) 58475.084914535
BNG(SPECT) (1) 42.581507931986
BNG(mv) (1)
BNG(JapaneseVowels) (1)
Click_prediction_small (2)
Click_prediction_small (5)
BNG(autoHorse) (1)
BNG(cholesterol) (1)
BNG(pharynx) (1)
BNG(elevators) (1)
BNG(stock) (1)
Click_prediction_small (7)
nki70.arff (1)
QSAR-TID-12719 (1)
QSAR-TID-10928 (1)
QSAR-TID-100452 (1)
QSAR-TID-105654 (1)
QSAR-TID-102473 (1)
QSAR-TID-101036 (1)
QSAR-TID-11617 (1)
QSAR-TID-12037 (1)
QSAR-TID-12790 (1)
QSAR-TID-11260 (1)
QSAR-TID-20137 (1)
QSAR-TID-101179 (1)
QSAR-TID-17033 (1)
QSAR-TID-12013 (1)
QSAR-TID-19607 (1)
QSAR-TID-10971 (1)
QSAR-TID-10964 (1)
QSAR-TID-100071 (1)
QSAR-TID-19624 (1)
QSAR-TID-19907 (1)
QSAR-TID-101204 (1)
QSAR-TID-12077 (1)
QSAR-TID-11113 (1)
QSAR-TID-11056 (1)
QSAR-TID-102576 (1)
QSAR-TID-10438 (1)
QSAR-TID-143 (1)
QSAR-TID-10439 (1)
QSAR-TID-101349 (1)
QSAR-TID-10956 (1)
QSAR-TID-13000 (1)
QSAR-TID-100853 (1)
QSAR-TID-10614 (1)
QSAR-TID-8 (1)
QSAR-TID-10527 (1)
QSAR-TID-38 (1)
QSAR-TID-10300 (1)
QSAR-TID-11141 (1)
QSAR-TID-11019 (1)
QSAR-TID-102678 (1)
QSAR-TID-30016 (1)
QSAR-TID-100872 (1)
QSAR-TID-101433 (1)
QSAR-TID-101220 (1)
QSAR-TID-11000 (1)
QSAR-TID-103437 (1)
QSAR-TID-100942 (1)
QSAR-TID-12294 (1)
QSAR-TID-100917 (1)
QSAR-TID-101281 (1)
QSAR-TID-11606 (1)
QSAR-TID-10586 (1)
QSAR-TID-102578 (1)
QSAR-TID-101610 (1)
QSAR-TID-102391 (1)
QSAR-TID-12202 (1)
QSAR-TID-19639 (1)
QSAR-TID-102580 (1)
QSAR-TID-30025 (1)
QSAR-TID-103726 (1)
QSAR-TID-10580 (1)
QSAR-TID-10004 (1)
QSAR-TID-10477 (1)
QSAR-TID-12665 (1)
QSAR-TID-11534 (1)
QSAR-TID-104390 (1)
QSAR-TID-101183 (1)
QSAR-TID-11873 (1)
QSAR-TID-100186 (1)
QSAR-TID-17115 (1)
QSAR-TID-124 (1)
QSAR-TID-11409 (1)
QSAR-TID-10505 (1)
QSAR-TID-20166 (1)
QSAR-TID-12832 (1)
QSAR-TID-105 (1)
QSAR-TID-103095 (1)
QSAR-TID-12512 (1)
QSAR-TID-11006 (1)
QSAR-TID-102840 (1)
QSAR-TID-11522 (1)
QSAR-TID-100415 (1)
QSAR-TID-17052 (1)
QSAR-TID-100833 (1)
QSAR-TID-11720 (1)
QSAR-TID-99 (1)
QSAR-TID-12968 (1)
QSAR-TID-57 (1)
QSAR-TID-10403 (1)
QSAR-TID-101607 (1)
QSAR-TID-14070 (1)
QSAR-TID-101130 (1)
QSAR-TID-10441 (1)
QSAR-TID-12720 (1)
QSAR-TID-12449 (1)
QSAR-TID-12956 (1)
QSAR-TID-25 (1)
QSAR-TID-12919 (1)
QSAR-TID-102815 (1)
QSAR-TID-11188 (1)
QSAR-TID-11149 (1)
QSAR-TID-30019 (1)
QSAR-TID-10078 (1)
QSAR-TID-104430 (1)
QSAR-TID-10684 (1)
QSAR-TID-10222 (1)
QSAR-TID-12226 (1)
QSAR-TID-12831 (1)
QSAR-TID-10529 (1)
QSAR-TID-119 (1)
QSAR-TID-10331 (1)
QSAR-TID-64 (1)
QSAR-TID-11752 (1)
QSAR-TID-11119 (1)
QSAR-TID-102927 (1)
QSAR-TID-30033 (1)
QSAR-TID-103433 (1)
QSAR-TID-30029 (1)
QSAR-TID-100052 (1)
QSAR-TID-17074 (1)
QSAR-TID-12299 (1)
QSAR-TID-100790 (1)
QSAR-TID-18033 (1)
QSAR-TID-10651 (1)
QSAR-TID-12214 (1)
QSAR-TID-10014 (1)
QSAR-TID-11281 (1)
QSAR-TID-11848 (1)
QSAR-TID-10549 (1)
QSAR-TID-10008 (1)
QSAR-TID-11061 (1)
QSAR-TID-30003 (1)
QSAR-TID-10747 (1)
QSAR-TID-10679 (1)
QSAR-TID-10674 (1)
QSAR-TID-30046 (1)
QSAR-TID-12076 (1)
QSAR-TID-11337 (1)
QSAR-TID-17063 (1)
QSAR-TID-11408 (1)
QSAR-TID-43 (1)
QSAR-TID-101405 (1)
QSAR-TID-11622 (1)
QSAR-TID-11569 (1)
QSAR-TID-11680 (1)
QSAR-TID-20129 (1)
QSAR-TID-101199 (1)
QSAR-TID-17089 (1)
QSAR-TID-12017 (1)
QSAR-TID-18025 (1)
QSAR-TID-30042 (1)
QSAR-TID-101404 (1)
QSAR-TID-12861 (1)
QSAR-TID-12635 (1)
QSAR-TID-10908 (1)
QSAR-TID-214 (1)
QSAR-TID-11635 (1)
QSAR-TID-12469 (1)
QSAR-TID-101317 (1)
QSAR-TID-30006 (1)
QSAR-TID-10466 (1)
QSAR-TID-30005 (1)
QSAR-TID-11842 (1)
QSAR-TID-11629 (1)
QSAR-TID-12793 (1)
QSAR-TID-12947 (1)
QSAR-TID-10407 (1)
QSAR-TID-10984 (1)
QSAR-TID-12679 (1)
QSAR-TID-11192 (1)
QSAR-TID-100613 (1)
QSAR-TID-248 (1)
QSAR-TID-10436 (1)
QSAR-TID-11615 (1)
QSAR-TID-10542 (1)
QSAR-TID-102399 (1)
QSAR-TID-11639 (1)
QSAR-TID-20128 (1)
QSAR-TID-69 (1)
QSAR-TID-117 (1)
QSAR-TID-100845 (1)
QSAR-TID-12789 (1)
QSAR-TID-103435 (1)
QSAR-TID-11530 (1)
QSAR-TID-11685 (1)
QSAR-TID-101477 (1)
QSAR-TID-101465 (1)
QSAR-TID-101417 (1)
QSAR-TID-11082 (1)
QSAR-TID-12862 (1)
QSAR-TID-11536 (1)
QSAR-TID-10889 (1)
QSAR-TID-10677 (1)
QSAR-TID-30026 (1)
QSAR-TID-30013 (1)
QSAR-TID-11626 (1)
QSAR-TID-11843 (1)
QSAR-TID-10323 (1)
QSAR-TID-10579 (1)
QSAR-TID-103088 (1)
QSAR-TID-20084 (1)
QSAR-TID-100429 (1)
QSAR-TID-128 (1)
QSAR-TID-10711 (1)
QSAR-TID-100852 (1)
QSAR-TID-100633 (1)
QSAR-TID-11046 (1)
QSAR-TID-100126 (1)
QSAR-TID-13004 (1)
QSAR-TID-17080 (1)
QSAR-TID-100098 (1)
QSAR-TID-12825 (1)
QSAR-TID-10613 (1)
QSAR-TID-11947 (1)
QSAR-TID-88 (1)
QSAR-TID-10131 (1)
QSAR-TID-10235 (1)
QSAR-TID-11336 (1)
QSAR-TID-10927 (1)
QSAR-TID-11926 (1)
QSAR-TID-10885 (1)
QSAR-TID-50 (1)
QSAR-TID-100412 (1)
QSAR-TID-12592 (1)
QSAR-TID-12567 (1)
QSAR-TID-116 (1)
QSAR-TID-17049 (1)
QSAR-TID-11288 (1)
QSAR-TID-36 (1)
QSAR-TID-14073 (1)
QSAR-TID-12670 (1)
QSAR-TID-11589 (1)
QSAR-TID-10486 (1)
QSAR-TID-10939 (1)
QSAR-TID-104261 (1)
QSAR-TID-10564 (1)
QSAR-TID-11638 (1)
QSAR-TID-12 (1)
QSAR-TID-10778 (1)
QSAR-TID-100856 (1)
QSAR-TID-100861 (1)
QSAR-TID-10494 (1)
QSAR-TID-11081 (1)
QSAR-TID-240 (1)
QSAR-TID-10497 (1)
QSAR-TID-101053 (1)
QSAR-TID-11870 (1)
QSAR-TID-11977 (1)
QSAR-TID-12336 (1)
QSAR-TID-17134 (1)
QSAR-TID-101152 (1)
QSAR-TID-103071 (1)
QSAR-TID-101252 (1)
QSAR-TID-19905 (1)
QSAR-TID-10880 (1)
QSAR-TID-10167 (1)
QSAR-TID-10190 (1)
QSAR-TID-12132 (1)
QSAR-TID-252 (1)
QSAR-TID-11923 (1)
QSAR-TID-20036 (1)
QSAR-TID-101552 (1)
QSAR-TID-12673 (1)
QSAR-TID-12666 (1)
QSAR-TID-247 (1)
QSAR-TID-10143 (1)
QSAR-TID-103910 (1)
QSAR-TID-12345 (1)
QSAR-TID-146 (1)
QSAR-TID-10982 (1)
QSAR-TID-10544 (1)
QSAR-TID-11722 (1)
QSAR-TID-12593 (1)
QSAR-TID-101407 (1)
QSAR-TID-10728 (1)
QSAR-TID-10273 (1)
QSAR-TID-10856 (1)
QSAR-TID-10576 (1)
QSAR-TID-12128 (1)
QSAR-TID-11441 (1)
QSAR-TID-10262 (1)
QSAR-TID-100859 (1)
QSAR-TID-11364 (1)
QSAR-TID-10056 (1)
QSAR-TID-10209 (1)
QSAR-TID-101300 (1)
QSAR-TID-10648 (1)
QSAR-TID-100436 (1)
QSAR-TID-11249 (1)
QSAR-TID-10368 (1)
QSAR-TID-100069 (1)
QSAR-TID-17021 (1)
QSAR-TID-101045 (1)
QSAR-TID-12718 (1)
QSAR-TID-12029 (1)
QSAR-TID-104385 (1)
QSAR-TID-11058 (1)
QSAR-TID-10501 (1)
QSAR-TID-12788 (1)
QSAR-TID-100427 (1)
QSAR-TID-10502 (1)
QSAR-TID-100155 (1)
QSAR-TID-11299 (1)
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