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

yeast_gene (1)
robot-failures-lp2 (1)
robot-failures-lp3 (1)
ldpa (1) 407.18486039361
gas-drift-different-concentrations (1)
skin-segmentation (1)
spoken-arabic-digit (1)
walking-activity (1)
mouseType (1)
BurkittLymphoma (1)
anthracyclineTaxaneChemotherapy (1)
ovarianTumour (1)
hepatitisC (1)
variousCancers_final (1)
USCrime (1)
MercuryinBass (1)
diggle_table_a1 (1)
disclosure_z (1)
visualizing_slope (1)
disclosure_x_tampered (1)
disclosure_x_noise (1)
sleuth_case1202 (1)
sleuth_case1201 (1)
disclosure_x_bias (1)
sleuth_case1102 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
garrat2 (1)
Phen (1)
siddiqi (1)
lewis (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
qqdefects_numeric (1)
nasa_numeric (1)
KDDCup99 (1) 3.0464990223287
gina_prior (1)
BNG(spectf_test) (1)
BNG(adult) (1) 12.656051950662
BNG(satimage) (1)
BNG(baseball) (1)
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
Dorothea (1)
NELL (1)
KDD98 (1)
sulfur (1)
debutanizer (1)
BNG(letter,5000,1) (1)
BNG(letter,5000,5) (1)
BNG(letter,5000,10) (1)
BNG(letter,10000,1) (1)
BNG(letter,10000,5) (1)
BNG(letter,10000,10) (1)
BNG(audiology,1000,1) (1) 52.290821053785
BNG(audiology,1000,5) (1) 120.00337429042
BNG(audiology,1000,10) (1) 211.74554449025
BNG(audiology,5000,1) (1) 38.102540411403
BNG(audiology,5000,5) (1) 52.295601019694
BNG(audiology,5000,10) (1) 72.725306265977
BNG(autos,1000,1) (1) 41.592262358701
BNG(autos,1000,5) (1) 177.49681947448
BNG(autos,1000,10) (1) 397.23264407939
BNG(autos,5000,1) (1) 18.929403217795
BNG(autos,5000,5) (1) 41.370994060527
BNG(autos,5000,10) (1) 73.711206597788
BNG(autos,10000,1) (1) 17.28451456099
BNG(autos,10000,5) (1) 28.59362271157
appendicitis (1)
arcene (1)
artificial-characters (1)
colon-cancer (1)
svmguide1 (1)
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
iris-test (1) 1.1552714164076
BNG(autos,10000,10) (1) 41.45576336125
BNG(lymph,1000,5) (1) 498.39107390722
BNG(lymph,1000,10) (1) 1129.9580240856
BNG(lymph,5000,1) (1) 28.828503996046
BNG(lymph,5000,5) (1) 130.55684030865
BNG(lymph,5000,10) (1) 283.05901525192
BNG(lymph,10000,1) (1) 22.438644082029
BNG(lymph,10000,5) (1) 103.28867402534
BNG(lymph,10000,10) (1) 135.16672267056
KungChi3 (1)
KnuggetChase3 (1)
MindCave2 (1)
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a7a (1)
a8a (1)
a9a (1)
MyIris (1)
physionet_asystole (1)
physionet_bradycardia (1)
physionet_tachycardia (1)
contact-lenses (1)
cpu.with.vendor (1)
COMET_MC (2)
COMET_MC (1)
IBO (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5287 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5762 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120 (1)
cjs (3) 1.957457409771
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3284 (1)
COMET_MC_SAMPLE (1)
COMET_MC_SAMPLE (4)
MiceProtein (1) 2.9980352277484
KEGGMetabolicReactionNetwork (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2777 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4597 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4612 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4731 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2447 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5021 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5081 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4199 (1)
hiva_agnostic (1)
vowel (3)
cocomo_numeric (1)
humans_numeric (1)
kc1-numeric (1)
cjs (2) 1.9789477028307
ESL (1)
SWD (1)
ERA (1)
SMSA (1)
Brainsize (1)
Acorns (1)
Cereals (1) 18.761340160421
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
ESL (2)
ada_prior (1) 11.317450768757
visualizing_soil (1)
cloud (2)
BNG(anneal,1000,1) (1) 48.923780365312
BNG(anneal,1000,5) (1) 182.99448313704
BNG(anneal,1000,10) (1) 320.34507283548
BNG(anneal,5000,1) (1) 18.129206551194
BNG(anneal,5000,5) (1) 48.818083744971
BNG(anneal,5000,10) (1) 71.861604070649
BNG(anneal,10000,1) (1) 18.89221458096
BNG(anneal,10000,5) (1) 29.8518721709
BNG(anneal,10000,10) (1) 48.600800823871
BNG(anneal.ORIG,1000,1) (1) 93.158793781124
TAM_k_d (1)
eating (1)
Agrawal1 (1) 161196.71256842
Stagger1 (1) 3.8231418068735
Stagger2 (1) 3.9268311783345
Stagger3 (1) 2.9999806027827
AirlinesCodrnaAdult (1) 65.471806987587
BNG(anneal.ORIG,1000,5) (1) 207.13419567538
BNG(anneal.ORIG,1000,10) (1) 553.56682888311
BNG(anneal.ORIG,5000,1) (1) 43.489766027167
BNG(anneal.ORIG,5000,5) (1) 93.334680017149
BNG(anneal.ORIG,5000,10) (1) 101.7333869608
BNG(anneal.ORIG,10000,1) (1) 49.782675871551
BNG(anneal.ORIG,10000,5) (1) 53.327860058521
BNG(anneal.ORIG,10000,10) (1) 92.869516634919
BNG(kr-vs-kp,1000,1) (1) 74.9289468558
BNG(kr-vs-kp,1000,5) (1) 287.4231546275
BNG(kr-vs-kp,1000,10) (1) 505.57774934663
BNG(kr-vs-kp,5000,1) (1) 58.669112584373
BNG(kr-vs-kp,5000,5) (1) 75.021895902232
BNG(kr-vs-kp,5000,10) (1) 131.89303025067
BNG(kr-vs-kp,10000,1) (1) 61.059304931454
BNG(kr-vs-kp,10000,5) (1) 60.759159129532
BNG(kr-vs-kp,10000,10) (1) 75.032474408547
BNG(letter,1000,1) (1)
BNG(letter,1000,5) (1)
BNG(letter,1000,10) (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 (3)
Click_prediction_small (4)
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(puma32H) (1)
codrnaNorm (1)
vehicleNorm (1)
lungcancer_shedden (1)
letter-challenge-unlabeled.arff (1)
letter-challenge-labeled.arff (1)
Click_prediction_small (7)
Click_prediction_small (6)
nki70.arff (1)
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)
fourclass_scale (1)
german.numer (2)
gisette (1)
heart (1)
ijcnn (1)
rcv1.binary (1)
real-sim (1)
splice (3)
dbworld-bodies-stemmed (1) 41.47412945007
dbworld-bodies (1) 42.479428332632
dbworld-subjects-stemmed (1) 44.559918107401
dbworld-subjects (1) 44.938796992654
poker-hand (1)
poker-hand (2)
connect-4 (1)
aloi (1)
SensIT-Vehicle-Combined (1)
poker (2)
SPECTF (2)
w1a (1)
w2a (1)
w3a (1)
w4a (1)
w5a (1)
w6a (1)
w7a (1)
w8a (1)
svmguide3 (1)
wisconsin (1)
vineyard (1)
bolts (1)
cpu_act (1)
SEA(50) (1)
SEA(50000) (1)
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
pol (1)
sleep (1)
triazines (1)
detroit (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)
BNG(anneal,nominal,1000000) (1) 19.993645928303
gascons (1)
elusage (1)
longley (1)
diabetes_numeric (1)
baskball (1)
2dplanes (1)
elevators (1)
house_8L (1)
BNG(waveform-5000) (1)
BNG(zoo) (1) 6.4153872497499
20_newsgroups.drift (1) 9.5465652371985E+14
BNG(colic.ORIG,nominal,1000000) (1) 44.038310650578
BNG(colic,nominal,1000000) (1) 20.559261545237
BNG(optdigits) (1) 18.370866128234
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
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(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(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(vehicle) (1)
BNG(hepatitis) (1) 15.750744350483
BNG(mfeat-karhunen) (1)
BNG(bridges_version1) (1) 11.648034501492
BNG(mfeat-zernike) (1)
BNG(colic.ORIG) (1) 31.271558201638
BNG(colic) (1) 15.685590400027
BNG(credit-a) (1) 11.80403544833
BNG(page-blocks) (1)
BNG(credit-g) (1) 45.188076247484
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(heart-h,nominal,1000000) (1) 14.915149901982
BNG(trains) (1) 32.042819851552
BNG(heart-statlog,nominal,1000000) (1) 12.304977005474
hayes-roth_test (1)
hayes-roth_train (1)
bridges (1) 4.6155266786597
bridges (2) 4.9738667982591
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
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(mushroom) (1) 6.0972711075455
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
internet_usage (1) 28.677011173039
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
spect_test (1) 19.82623131152
spect_train (1) 16.065884444795
spectf_test (1)
spectf_train (1)
covertype (2)
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
cjs (1) 1.957457409771
doherty (1)
chang (1)
qsabr2 (1)
qsabr1 (1)
qsbr_rw1 (1)
prnn_crabs (1)
arsenic-male-bladder (1)
iq_brain_size (1)
papir_2 (1)
hip (1)
tr31.wc (1)
oh15.wc (1)
new3s.wc (1)
qsbralks (1)
stevenson (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
detroit (2)
kidney (1)
bank32nh (1)
bodyfat (1)
cpu (1)
cpu_small (2)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
delta_elevators (2)
bank8FM (1)
cpu_act (2)
house_16H (1)
kdd_coil_4 (1)
kdd_coil_5 (1)
kdd_coil_6 (1)
kdd_coil_7 (1)
wind (1)
tecator (1)
space_ga (1)
nflpass (1)
places (1)
sleep (2)
pm10 (1)
pbc (2)
humandevel (1)
pollen (1)
boston (1)
arsenic-female-bladder (1)
cps_85_wages (1)
arsenic-male-lung (1)
houses (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
plasma_retinol (1)
balloon (1)
arsenic-female-lung (1)
pbcseq (1)
newton_hema (1)
wind_correlations (1)
veteran (1)
us_crime (1)
mbagrade (1)
BNG(anneal) (1) 19.628877952692
BNG(anneal.ORIG) (2) 60.118371704594
BNG(labor) (2) 7.9685680946243
BNG(letter) (2)
BNG(autos) (1) 18.128522314404
BNG(lymph) (1) 15.260742108126
BNG(mfeat-fourier) (1)
chembl1075021test1 (1)
mv (1)
aids (1)
ozone_level (1)
puma32H (1)
wine_quality (1)
bridges (3) 4.4775486496555
bridges (4) 4.8158526820325
la2s.wc (1)
oh5.wc (1)
re1.wc (1)
la1s.wc (1)
wap.wc (1)
ohscal.wc (1)
selwood (1)
svensson (1)
penning (1)
qsfsr1 (1)
qsfrdhla (1)
qsprcmpx (1)
qsfsr2 (1)
mtp2 (1)
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
rsctc2010_3 (1)
rsctc2010_4 (1)
rsctc2010_5 (1)
rsctc2010_6 (1)
rsctc2010_1 (1)
rsctc2010_2 (1)
ASP-POTASSCO-regression (1)
ASP-POTASSCO-classification (1) 20.00726773881
MIP-2016-PAR10-regression (1)
MIP-2016-PAR10-classification (1)
employee_salaries (14)
Football_players_Fifa_stats (1)
visualizing_ethanol (1)
chscase_geyser1 (1)
LEV (1)
FacultySalaries (1)
MIP-2016-regression (1)
MIP-2016-classification (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_vine1 (1)
rabe_131 (1)
chatfield_4 (1)
hutsof99_child_witness (1)
rabe_97 (1)
rabe_176 (1)
sleuth_ex1221 (1)
chscase_foot (1)
chscase_health (1)
visualizing_hamster (1)
rabe_148 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_environmental (1)
chscase_funds (1)
hutsof99_logis (1)
Premier_League_matches (1)
Premier_League_odds_and_prob (1)
OVA_Uterus (1)
OVA_Omentum (1)
AP_Ovary_Lung (1)
AP_Endometrium_Prostate (1)
OVA_Endometrium (1)
AP_Colon_Omentum (1)
AP_Endometrium_Breast (1)
AP_Omentum_Uterus (1)
AP_Omentum_Prostate (1)
AP_Colon_Lung (1)
AP_Breast_Omentum (1)
AP_Endometrium_Colon (1)
OVA_Kidney (1)
AP_Colon_Prostate (1)
AP_Lung_Uterus (1)
AP_Colon_Kidney (1)
OVA_Breast (1)
AP_Uterus_Kidney (1)
OVA_Lung (1)
AP_Prostate_Uterus (1)
AP_Omentum_Lung (1)
AP_Prostate_Kidney (1)
AP_Breast_Colon (1)
OVA_Prostate (1)
AP_Omentum_Kidney (1)
AP_Breast_Prostate (1)
fri_c4_100_100 (1)
fri_c0_250_25 (1)
fri_c0_500_10 (1)
fri_c2_100_25 (1)
fri_c1_100_5 (1)
fri_c2_250_10 (1)
fri_c3_250_25 (1)
emotions (4)
fri_c3_500_50 (1)
fri_c3_500_10 (1)
fri_c1_250_10 (1)
fri_c1_250_50 (1)
fri_c0_500_5 (1)
fri_c0_500_50 (1)
fri_c0_100_25 (1)
fri_c0_250_5 (1)
fri_c4_250_100 (1)
fri_c3_500_25 (1)
fri_c1_500_25 (1)
fri_c1_1000_50 (1)
fri_c4_500_25 (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_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_Uterus (1)
AP_Ovary_Kidney (1)
AP_Breast_Lung (1)
AP_Endometrium_Omentum (1)
AP_Endometrium_Uterus (1)
AP_Breast_Ovary (1)
MeanWhile1 (1)
yeast (5)
yeast (6)
allhyper (1) 62.771001275941
auto (1) 10.368043070672
GAMETES_Epistasis_2-Way_1000atts_0.4H_EDM-1_EDM-1_1 (1) 1127.8463793862
GAMETES_Epistasis_2-Way_20atts_0.1H_EDM-1_1 (1) 1525.2596257414
GAMETES_Epistasis_2-Way_20atts_0.4H_EDM-1_1 (1) 1708.2328824075
GAMETES_Epistasis_3-Way_20atts_0.2H_EDM-1_1 (1) 817.23042391992
GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_50_EDM-2_001 (1) 1439.3751082967
GAMETES_Heterogeneity_20atts_1600_Het_0.4_0.2_75_EDM-2_001 (1) 1495.2264869743
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