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-a,nominal,1000000) (1) 17.893351732876
BNG(page-blocks,nominal,295245) (1) 20.582933244751
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
balance-scale (1)
mfeat-factors (1)
breast-cancer (1) 26.010972493704
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)
hepatitis (1) 14.199909659591
vote (1) 4.0726498333926
hypothyroid (1) 202.58497041522
vowel (1)
ionosphere (1)
waveform-5000 (1)
zoo (1) 3.7236301670175
BNG(anneal,nominal,1000000) (1) 19.993645928303
anneal (1) 26.839183802677
kr-vs-kp (1) 52.140401697163
labor (1) 9.2882871446912
letter (1)
audiology (1) 24.870653461708
liver-disorders (1)
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
pendigits (1)
cylinder-bands (1) 7.7916543801806
postoperative-patient-data (1) 43.45332433288
dermatology (1) 5.4163932930819
segment (1)
diabetes (1)
sick (1) 64.929194234556
ecoli (1)
sonar (1)
glass (1)
soybean (1) 7.508591767241
haberman (1) 23.208460298379
hayes-roth_test (1)
splice (1) 18.596294483359
hayes-roth_train (1)
tae (1) 26.917699627187
heart-c (1) 9.1556390577182
tic-tac-toe (1) 49.450450967974
colic (1) 7.4707808907265
nursery (1) 10.630221276615
colic (2) 13.88765781317
optdigits (1)
credit-approval (1) 10.987754965826
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(glass,nominal,137781) (1) 16.079467975552
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)
adult (1) 11.813422825674
yeast (1)
satimage (1)
abalone (1) 15.394222181644
kropt (1) 19.997188078115
braziltourism (1) 13.904824309375
wine (1)
eucalyptus (1) 5.9334684401021
kin8nm (1)
mbagrade (1)
wisconsin (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (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)
lowbwt (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (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)
Ailerons (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)
stock (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
fishcatch (1)
ozone_level (1)
vowel (2)
puma32H (1)
mammography (1)
flags (1) 11.316801394018
wine_quality (1)
ipums_la_98-small (1) 9.6204268544006
ipums_la_97-small (1) 28.226612789918
tr45.wc (1)
tr21.wc (1)
oh15.wc (1)
tr11.wc (1)
tr23.wc (1)
new3s.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)
vehicle_sensIT (1)
chembl1075021test1 (1)
monks-problems-1 (1) 19.286930346858
monks-problems-3 (1) 9.435362670639
SPECT (1) 17.022795402786
SPECTF (1)
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
schizo (1) 66.811711837928
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
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
mnist_784 (1)
humandevel (1)
analcatdata_uktrainacc (1)
sleuth_ex1605 (1)
analcatdata_gsssexsurvey (2) 51.177187498372
analcatdata_gviolence (2)
vinnie (2)
autoMpg (2) 2.9812836396556
houses (2)
fri_c1_100_5 (2)
fri_c3_500_10 (2)
splice (2) 38.850561070925
nursery (2) 8.0000000000003
visualizing_soil (2) 3.9152133195035
visualizing_hamster (2)
arsenic-male-bladder (2) 1.517145316993
quake (4)
fri_c0_1000_50 (2)
fri_c2_250_5 (2)
fri_c2_1000_5 (2)
fri_c2_1000_10 (2)
mbagrade (2) 14.241260606451
fri_c0_500_50 (2)
gina_prior2 (1)
ada_agnostic (1)
kc1-top5 (1)
mozilla4 (1)
pc4 (1)
pc3 (1)
ESL (2)
sylva_agnostic (1)
gina_agnostic (1)
sponge (2) 10.068135462318
primary-tumor (2) 22.563961877341
bridges (5) 6.3724458015166
analcatdata_broadway (2) 3.4271383493237
kdd_ipums_la_97-small (1) 5.17754467648
prnn_fglass (2)
analcatdata_bondrate (2) 9.6451334155506
hypothyroid (2) 234.83251874778
heart-c (2) 9.1556390577182
collins (2) 2
arrhythmia (2) 246.62221141627
ipums_la_99-small (2) 31.781987596084
page-blocks (2)
mfeat-pixel (2) 11.648352625053
grub-damage (2) 6.3975169912474
LEV (1)
ERA (1)
mfeat-morphological (2)
cars (2) 1.4413132157014
analcatdata_authorship (2)
optdigits (2)
AP_Prostate_Uterus (1)
AP_Omentum_Lung (1)
AP_Endometrium_Colon (1)
OVA_Kidney (1)
AP_Colon_Prostate (1)
AP_Lung_Uterus (1)
AP_Colon_Kidney (1)
OVA_Uterus (1)
OVA_Omentum (1)
AP_Ovary_Lung (1)
badges2 (1) 2.6330686383907
AP_Breast_Prostate (1)
AP_Endometrium_Breast (1)
AP_Omentum_Uterus (1)
AP_Omentum_Prostate (1)
AP_Colon_Lung (1)
AP_Breast_Omentum (1)
OVA_Breast (1)
AP_Uterus_Kidney (1)
OVA_Lung (1)
lymphoma_2classes (1)
lymphoma_9classes (1)
yeast_gene (1)
leukemia (1)
GCM (1)
tumors_C (1)
lymphoma_11classes (1)
KDDCup99_full (1) 2.946157809578
anthracyclineTaxaneChemotherapy (1)
ovarianTumour (1)
hepatitisC (1)
variousCancers_final (1)
USCrime (1)
KDDCup09_appetency (1) 14.949843314301
KDDCup09_churn (1) 19.610861951488
KDDCup99 (1) 3.0464990223287
KDDCup09_upselling (1) 16.456454576701
teachingAssistant (1) 6.6314353668826
musk (1) 1
desharnais (2)
chess (1) 19.997188078115
adult-census (1) 11.040408672701
MagicTelescope (1)
mw1 (1)
qqdefects_numeric (1)
jEdit_4.0_4.2 (1)
desharnais (1)
datatrieve (1)
nasa_numeric (1)
rsctc2010_1 (1)
rsctc2010_2 (1)
rsctc2010_3 (1)
rsctc2010_4 (1)
ar6 (1)
kc1 (1)
pc1 (1)
pc2 (1)
kc1-numeric (1)
jm1 (1)
cm1_req (1) 303.95157303881
mc1 (1)
humans_numeric (1)
ar1 (1)
Acorns (1)
Cereals (1) 18.761340160421
FacultySalaries (1)
ICU (1)
AP_Endometrium_Prostate (1)
OVA_Endometrium (1)
AP_Colon_Omentum (1)
AP_Prostate_Kidney (1)
AP_Breast_Colon (1)
OVA_Prostate (1)
AP_Omentum_Kidney (1)
AP_Breast_Uterus (1)
AP_Ovary_Kidney (1)
AP_Breast_Lung (1)
AP_Endometrium_Omentum (1)
AP_Prostate_Ovary (1)
AP_Colon_Ovary (1)
AP_Endometrium_Lung (1)
AP_Prostate_Lung (1)
AP_Omentum_Ovary (1)
AP_Endometrium_Kidney (1)
AP_Breast_Kidney (1)
AP_Endometrium_Ovary (1)
AP_Colon_Uterus (1)
OVA_Colon (1)
AP_Ovary_Uterus (1)
AP_Lung_Kidney (1)
AP_Endometrium_Uterus (1)
AP_Breast_Ovary (1)
OVA_Ovary (1)
pc1_req (1) 499.9805140255
airlines (1) 40.586563805916
BNG(spectf_test) (1)
BNG(adult) (1) 12.656051950662
BNG(satimage) (1)
BNG(baseball) (1)
BNG(wine) (1)
BNG(eucalyptus) (1) 10.969571232138
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(primary-tumor) (1) 30.069043341063
BNG(solar-flare) (1) 15.301672150302
BNG(solar-flare) (1) 8.8628435056551
BNG(spect_test) (1) 73.227124267301
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1)
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 58475.084914535
BNG(puma32H) (1)
BNG(SPECT) (1) 42.581507931986
BNG(SPECTF) (1)
BNG(mv) (1)
BNG(JapaneseVowels) (1)
Click_prediction_small (1)
Click_prediction_small (2)
Click_prediction_small (4)
Click_prediction_small (5)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(lowbwt) (1)
BNG(cholesterol) (1)
BNG(autoPrice) (1)
BNG(pharynx) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
letter-challenge-unlabeled.arff (1)
letter-challenge-labeled.arff (1)
Click_prediction_small (7)
Click_prediction_small (6)
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)
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