Measure

ClassEntropy

Entropy of the target attribute values.

Value per dataset

BNG(credit-a,nominal,1000000) (1) 0.99128648239195
BNG(page-blocks,nominal,295245) (1) 0.63392136964796
BNG(credit-g,nominal,1000000) (1) 0.8817951615517
BNG(pendigits,nominal,1000000) (1) 3.3205824795376
BNG(cylinder-bands,nominal,1000000) (1) 0.98281394872637
BNG(dermatology,nominal,1000000) (1) 2.4341612376583
BNG(segment) (1) 2.8073499433071
balance-scale (1) 1.3181162464416
mfeat-factors (1) 3.3219280948874
breast-cancer (1) 0.87784469517465
mfeat-fourier (1) 3.3219280948874
breast-w (1) 0.9293179372498
mfeat-karhunen (1) 3.3219280948874
bridges (1) 2.3236526486373
mfeat-morphological (1) 3.3219280948874
bridges (2) 2.3236526486373
mfeat-pixel (1) 3.3219280948874
BNG(anneal.ORIG,nominal,1000000) (1) 1.2037869964961
BNG(kr-vs-kp) (1) 0.99861885496504
BNG(labor,nominal,1000000) (1) 0.93800556089458
BNG(letter,nominal,1000000) (1) 4.6997736453904
BNG(autos,nominal,1000000) (1) 2.303459530563
BNG(lymph,nominal,1000000) (1) 1.2547987845592
BNG(breast-cancer,nominal,1000000) (1) 0.87781266150201
BNG(mfeat-fourier,nominal,1000000) (1) 3.3219237497481
heart-h (1) 0.94313400368298
trains (1) 1
heart-statlog (1) 0.99107605983822
vehicle (1) 1.9990667655344
hepatitis (1) 0.7346451526502
vote (1) 0.96230804869607
hypothyroid (1) 0.46661759698663
vowel (1) 3.4594316186373
ionosphere (1) 0.94182853544752
waveform-5000 (1) 1.5848792049207
zoo (1) 2.390559682294
BNG(anneal,nominal,1000000) (1) 1.2037869964961
anneal (1) 1.1898338562044
kr-vs-kp (1) 0.99857553865546
labor (1) 0.93484902423459
letter (1) 4.6998107265732
audiology (1) 3.4219467877282
liver-disorders (1)
autos (1) 2.272474018783
BNG(mfeat-karhunen,nominal,1000000) (1) 3.321922254736
BNG(bridges_version1,nominal,1000000) (1) 2.3116273973785
BNG(bridges_version2,nominal,1000000) (1) 2.3116273973785
BNG(mfeat-zernike,nominal,1000000) (1) 3.3219213670667
BNG(cmc,nominal,55296) (1) 1.5394000467227
BNG(mushroom) (1) 0.9990337071597
pendigits (1) 3.3207717388906
cylinder-bands (1) 0.98247408683864
postoperative-patient-data (1) 0.98030754058181
dermatology (1) 2.4325972738896
segment (1) 2.8073549220576
diabetes (1) 0.93313431664078
sick (1) 0.33235055553211
ecoli (1) 2.1887455831912
sonar (1) 0.99672958902084
glass (1) 2.1765339923982
soybean (1) 3.8355079845767
haberman (1) 0.83376490721066
hayes-roth_test (1) 1.1856161633204
splice (1) 1.4801700696136
hayes-roth_train (1) 1.5459539470149
tae (1) 1.5845209168501
heart-c (1) 0.9942646092619
tic-tac-toe (1) 0.9309539862508
colic (1) 0.95033766997103
nursery (1) 1.7164959001838
colic (2) 0.95033766997103
optdigits (1) 3.3218327248668
credit-approval (1) 0.99123089890335
page-blocks (1) 0.635462825866
car (1) 1.2057409700122
mfeat-zernike (1) 3.3219280948874
cmc (1) 1.5390345832497
BNG(vehicle,nominal,1000000) (1) 1.9990168024817
BNG(hepatitis,nominal,1000000) (1) 0.73947474499732
BNG(vote) (1) 0.96252236370343
BNG(hypothyroid,nominal,1000000) (1) 0.46870953990546
BNG(vowel,nominal,1000000) (1) 3.4594242049089
BNG(ionosphere) (1) 0.94182907166499
BNG(waveform-5000,nominal,1000000) (1) 1.5848964210491
BNG(zoo,nominal,1000000) (1) 2.4191356573464
CovPokElec (1) 1.5900023243478
covertype (3) 1.7386791173105
BNG(sick,nominal,1000000) (1) 0.33234377746127
BNG(sonar,nominal,1000000) (1) 0.99674859264384
BNG(glass,nominal,137781) (1) 2.2059831186966
BNG(soybean) (1) 3.8469863664432
BNG(spambase) (1) 0.96736472399507
BNG(heart-c,nominal,1000000) (1) 1.0426084952611
BNG(tic-tac-toe) (1) 0.93145283086229
BNG(heart-h,nominal,1000000) (1) 0.99389460799559
BNG(trains) (1) 0.99999638702405
BNG(heart-statlog,nominal,1000000) (1) 0.99146810192627
primary-tumor (1) 3.643740056351
shuttle-landing-control (1) 0.97095059445467
solar-flare (1) 0.15072719407978
solar-flare (2) 0.046422598640447
spect_test (1) 0.40293244521978
spect_train (1) 1
spectf_test (1) 0.73076080369528
spectf_train (1) 1
adult (1) 0.79384383936443
yeast (1) 2.4904176362327
satimage (1) 2.4833618760457
abalone (1) 3.6020071476229
kropt (1) 3.5041590205347
braziltourism (1) 1.1120878105833
wine (1) 1.5668222768552
eucalyptus (1) 2.2620836204283
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) 0.96194026105718
lung-cancer (1) 1.5670524281972
molecular-biology_promoters (1) 1
monks-problems-1_test (1) 1
monks-problems-1_train (1) 1
monks-problems-2_test (1) 0.91359646726996
monks-problems-2_train (1) 0.95711742826477
monks-problems-3_test (1) 0.99777247208998
monks-problems-3_train (1) 0.99980613280471
Hyperplane_10_1E-3 (1) 0.99999999985862
Hyperplane_10_1E-4 (1) 0.99999992049019
LED(50000) (1) 3.3219097739755
pokerhand (1) 1.4169533385642
RandomRBF_0_0 (1) 2.2205211588293
RandomRBF_10_1E-3 (1) 2.2205211588293
RandomRBF_10_1E-4 (1) 2.2205211588293
RandomRBF_50_1E-3 (1) 2.2205211588293
RandomRBF_50_1E-4 (1) 2.2205211588293
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) 1.5848791513644
BNG(zoo) (1) 2.418879571124
20_newsgroups.drift (1) 0.28639695711596
meta_all.arff (1) 1.7870659855527
meta_batchincremental.arff (1) 1.3100298863676
meta_instanceincremental.arff (1) 1.2358298841158
meta_stream_intervals.arff (1) 2.3315729152495
BNG(pendigits) (1) 3.3207367892738
BNG(cylinder-bands) (1) 0.9823452339314
BNG(dermatology) (1) 2.4358723157046
BNG(sonar) (1) 0.99694301584671
BNG(glass) (1) 2.2028151861742
BNG(heart-c) (1) 1.0424168702872
BNG(heart-statlog) (1) 0.9909499194089
BNG(vehicle) (1) 1.9991206284546
BNG(hepatitis) (1) 0.73728924171897
BNG(vowel) (1) 3.4594277580488
oil_spill (1) 0.25925887442231
scene (1) 0.67801870687386
spectrometer (1) 4.6920315079865
thyroid_sick (1) 0.33235055553211
us_crime (1)
bridges (3) 2.3176028118112
bridges (4) 2.3176028118112
hayes-roth (1) 1.5154656357071
BNG(breast-w) (1) 0.92869195908434
BNG(cmc) (1) 1.5386700242391
BNG(colic) (1) 0.95050225186278
BNG(credit-a) (1) 0.99156726638141
BNG(page-blocks) (1) 0.63350670262163
Australian (1) 0.99123089890335
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1) 4.7004382798765
BNG(anneal) (1) 1.2034178134062
BNG(anneal.ORIG) (2) 1.2034178134062
BNG(letter) (2) 4.6999169192151
BNG(autos) (1) 2.3037995693851
BNG(lymph) (1) 1.2562056674969
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) 3.4594316186373
puma32H (1)
mammography (1) 0.15931642037
flags (1) 2.5463397438548
wine_quality (1)
ipums_la_98-small (1) 1.7623061840967
ipums_la_97-small (1) 2.7584684466768
tr45.wc (1) 3.0325824541227
tr21.wc (1) 1.5069963175332
oh15.wc (1) 3.2097119949668
tr11.wc (1) 2.7021999403084
tr23.wc (1) 2.095822972421
new3s.wc (1) 5.2649203693719
re0.wc (1) 2.6352302690226
oh0.wc (1) 3.1501992640096
la2s.wc (1) 2.4299146838434
re1.wc (1) 3.7883890111025
la1s.wc (1) 2.443210997367
tr12.wc (1) 2.7663662036607
wap.wc (1) 3.7218939004104
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) 4.176572306203
SyskillWebert-BioMedical (1) 0.95013073000009
JapaneseVowels (1) 3.132069248448
SyskillWebert-Sheep (1) 0.75164994611534
synthetic_control (1) 2.5849625007212
ipums_la_99-small (1) 1.7577536209176
SyskillWebert-Bands (1) 1.2686794699537
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 1.3143204867062
white-clover (1) 1.3128385360618
sponge (1) 0.47740664251629
aids (1) 1
webdata_wXa (1) 0.79505107360322
vehicle_sensIT (1) 1
chembl1075021test1 (1)
monks-problems-1 (1) 1
monks-problems-3 (1) 0.99886215114178
SPECT (1) 0.73375240879896
SPECTF (1) 0.84461275849742
grub-damage (1) 1.924028358274
pasture (1) 1.5849625007212
squash-stored (1) 1.4642745091475
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 0.99093240356837
analcatdata_broadwaymult (1) 2.475263408944
cars (1) 1.3279423646129
analcatdata_birthday (1)
analcatdata_authorship (1) 1.7874160492262
analcatdata_reviewer (1) 1.4416129051746
cjs (1) 2.5203815255268
analcatdata_marketing (1) 1.6100849128838
analcatdata_bankruptcy (1) 1
collins (1) 3.6485620760128
analcatdata_cyyoung9302 (1) 0.73478135221278
prnn_viruses (1) 1.4307198723506
analcatdata_creditscore (1) 0.84146463620818
backache (1) 0.5813214987637
schizo (1) 0.99877660818371
confidence (1) 2.5849625007212
analcatdata_dmft (1) 2.5802592077827
profb (1) 0.91829583405449
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.99585606575112
prnn_crabs (1) 1
analcatdata_homerun (1) 1.2390282933621
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
mnist_784 (1) 3.3198370254034
humandevel (1)
analcatdata_uktrainacc (1)
sleuth_ex1605 (1)
analcatdata_gsssexsurvey (2) 0.76039711829664
analcatdata_gviolence (2) 0.98094701327512
vinnie (2) 0.99950039418176
autoMpg (2) 0.99817769395398
houses (2) 0.98656903303318
fri_c1_100_5 (2) 0.99277445398781
fri_c3_500_10 (2) 0.99440665256278
splice (2) 0.99897899435761
nursery (2) 0.91829583405449
visualizing_soil (2) 0.99275936935874
visualizing_hamster (2) 0.99335702827285
arsenic-male-bladder (2) 0.25558556674899
quake (4) 0.99122325306061
fri_c0_1000_50 (2) 0.99971144175281
fri_c2_250_5 (2) 0.98958752122206
fri_c2_1000_5 (2) 0.97954381952946
fri_c2_1000_10 (2) 0.98145389503365
mbagrade (2) 0.99825456938748
fri_c0_500_50 (2) 0.9995844639314
gina_prior2 (1) 3.3187689682413
ada_agnostic (1) 0.80831161594123
kc1-top5 (1) 0.30797532887292
mozilla4 (1) 0.91348383114068
pc4 (1) 0.53532472163294
pc3 (1) 0.47645497142532
ESL (2)
sylva_agnostic (1) 0.33356401214807
gina_agnostic (1) 0.99979822720954
sponge (2) 0.39845927409524
primary-tumor (2) 0.80775270233273
bridges (5) 0.97713402938679
analcatdata_broadway (2) 0.86112470555793
kdd_ipums_la_97-small (1) 0.95034005637738
prnn_fglass (2) 0.93857508893806
analcatdata_bondrate (2) 0.9819407868641
hypothyroid (2) 0.3920472495289
heart-c (2) 0.9942646092619
collins (2) 0.63430955464057
arrhythmia (2) 0.99489556582671
ipums_la_99-small (2) 0.34399055185602
page-blocks (2) 0.47630848422267
mfeat-pixel (2) 0.46899559358928
grub-damage (2) 0.90012214369137
LEV (1)
ERA (1)
mfeat-morphological (2) 0.46899559358928
cars (2) 0.95397903914686
analcatdata_authorship (2) 0.95584650231244
optdigits (2) 0.47461078576502
AP_Prostate_Uterus (1) 0.94059936884494
AP_Omentum_Lung (1) 0.95755348371475
AP_Endometrium_Colon (1) 0.67078557041701
OVA_Kidney (1) 0.65376602309478
AP_Colon_Prostate (1) 0.71051636978271
AP_Lung_Uterus (1) 0.99995383326624
AP_Colon_Kidney (1) 0.99836367259381
OVA_Uterus (1) 0.40309078295228
OVA_Omentum (1) 0.2857091921721
AP_Ovary_Lung (1) 0.96407876480823
badges2 (1) 0.86312056856663
AP_Breast_Prostate (1) 0.65095859336808
AP_Endometrium_Breast (1) 0.6113829046637
AP_Omentum_Uterus (1) 0.96019146171883
AP_Omentum_Prostate (1) 0.99783311263891
AP_Colon_Lung (1) 0.88829549640747
AP_Breast_Omentum (1) 0.68637561724447
OVA_Breast (1) 0.76498360246812
AP_Uterus_Kidney (1) 0.90752506875404
OVA_Lung (1) 0.40762917285458
lymphoma_2classes (1) 0.99964374967786
lymphoma_9classes (1) 2.4505275657822
yeast_gene (1)
leukemia (1) 0.93156276848096
GCM (1) 3.697010341685
tumors_C (1) 0.93406805537549
lymphoma_11classes (1) 2.9915112051498
KDDCup99_full (1) 1.487347298266
anthracyclineTaxaneChemotherapy (1) 0.97240318930046
ovarianTumour (1) 0.70305574467167
hepatitisC (1) 0.70305574467167
variousCancers_final (1) 2.693167201534
USCrime (1)
KDDCup09_appetency (1) 0.12890327699101
KDDCup09_churn (1) 0.37863187135936
KDDCup99 (1) 1.5576214467523
KDDCup09_upselling (1) 0.37936289696921
teachingAssistant (1) 1.5845209168501
musk (1) 0.62009855901309
desharnais (2) 1.3596088217505
chess (1) 3.5041590205347
adult-census (1) 0.79638395520221
MagicTelescope (1) 0.93551524454674
mw1 (1) 0.39124356362926
qqdefects_numeric (1)
jEdit_4.0_4.2 (1) 0.99965407604944
desharnais (1) 1.3596088217505
datatrieve (1) 0.41823656965418
nasa_numeric (1)
rsctc2010_1 (1) 1.2638502227395
rsctc2010_2 (1) 1.2638502227395
rsctc2010_3 (1) 2.181322431303
rsctc2010_4 (1) 1.9762312830763
ar6 (1) 0.606111207123
kc1 (1) 0.62117334223338
pc1 (1) 0.36380010531923
pc2 (1) 0.038537180887872
kc1-numeric (1)
jm1 (1) 0.70868921153055
cm1_req (1) 0.76869130270302
mc1 (1) 0.061481432634127
humans_numeric (1)
ar1 (1) 0.38206095394044
Acorns (1)
Cereals (1) 2.4461564028165
FacultySalaries (1)
ICU (1)
AP_Endometrium_Prostate (1) 0.997266542959
OVA_Endometrium (1) 0.23991304091691
AP_Colon_Omentum (1) 0.74551784281083
AP_Prostate_Kidney (1) 0.74095952174408
AP_Breast_Colon (1) 0.99387741848864
OVA_Prostate (1) 0.26326539563132
AP_Omentum_Kidney (1) 0.77536384640172
AP_Breast_Uterus (1) 0.83413519371696
AP_Ovary_Kidney (1) 0.98674037726035
AP_Breast_Lung (1) 0.83870344448306
AP_Endometrium_Omentum (1) 0.99028140442423
AP_Prostate_Ovary (1) 0.82436335380944
AP_Colon_Ovary (1) 0.97602064823662
AP_Endometrium_Lung (1) 0.91100008581103
AP_Prostate_Lung (1) 0.937456170782
AP_Omentum_Ovary (1) 0.85545081056013
AP_Endometrium_Kidney (1) 0.7015366242602
AP_Breast_Kidney (1) 0.98600290653548
AP_Endometrium_Ovary (1) 0.78751257970548
AP_Colon_Uterus (1) 0.88425194144059
OVA_Colon (1) 0.69113612274199
AP_Ovary_Uterus (1) 0.96155988040115
AP_Lung_Kidney (1) 0.9112319032049
AP_Endometrium_Uterus (1) 0.91465000062816
AP_Breast_Ovary (1) 0.94700570852493
OVA_Ovary (1) 0.55235740677654
pc1_req (1) 0.91933398034666
airlines (1) 0.99139438666518
BNG(spectf_test) (1) 0.75128681301365
BNG(adult) (1) 0.79526636948853
BNG(satimage) (1) 2.4830693370612
BNG(baseball) (1)
BNG(wine) (1) 1.5682182279546
BNG(eucalyptus) (1) 2.2625670762471
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(primary-tumor) (1) 3.7051992240487
BNG(solar-flare) (1) 0.15772642875926
BNG(solar-flare) (1) 0.05462033156824
BNG(spect_test) (1) 0.41805658271114
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1) 0.98454701150547
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 3.4594247878472
BNG(puma32H) (1)
BNG(SPECT) (1) 0.73845175324549
BNG(SPECTF) (1) 0.85721611035541
BNG(mv) (1)
BNG(JapaneseVowels) (1) 3.1321869381743
Click_prediction_small (1) 0.26312329804396
Click_prediction_small (2) 0.26347482531622
Click_prediction_small (4) 0.652970565306
Click_prediction_small (5) 0.65407518239329
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) 0.5789769306919
letter-challenge-labeled.arff (1) 0.84552454554334
Click_prediction_small (7) 0.41601550567304
Click_prediction_small (6) 0.652970565306
nki70.arff (1)
QSAR-TID-12719 (1)
QSAR-TID-10928 (1)
QSAR-TID-100452 (1)
QSAR-TID-105654 (1)
QSAR-TID-102473 (1)
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