Measure

NumberOfMissingValues

Number of missing values in the dataset.

Value per dataset

BNG(credit-a,nominal,1000000) (1) 0
BNG(page-blocks,nominal,295245) (1) 0
BNG(credit-g,nominal,1000000) (1) 0
BNG(pendigits,nominal,1000000) (1) 0
BNG(cylinder-bands,nominal,1000000) (1) 0
BNG(dermatology,nominal,1000000) (1) 0
BNG(segment) (1) 0
balance-scale (1) 0
mfeat-factors (1) 0
breast-cancer (1) 9
mfeat-fourier (1) 0
breast-w (1) 16
mfeat-karhunen (1) 0
bridges (1) 73
mfeat-morphological (1) 0
bridges (2) 73
mfeat-pixel (1) 0
BNG(anneal.ORIG,nominal,1000000) (1) 0
BNG(kr-vs-kp) (1) 0
BNG(labor,nominal,1000000) (1) 0
BNG(letter,nominal,1000000) (1) 0
BNG(autos,nominal,1000000) (1) 0
BNG(lymph,nominal,1000000) (1) 0
BNG(breast-cancer,nominal,1000000) (1) 0
BNG(mfeat-fourier,nominal,1000000) (1) 0
heart-h (1) 782
trains (1) 51
heart-statlog (1) 0
vehicle (1) 0
hepatitis (1) 167
vote (1) 392
hypothyroid (1) 6064
vowel (1) 0
ionosphere (1) 0
waveform-5000 (1) 0
zoo (1) 0
BNG(anneal,nominal,1000000) (1) 0
anneal (1) 22175
kr-vs-kp (1) 0
labor (1) 326
letter (1) 0
audiology (1) 317
liver-disorders (1) 0
autos (1) 59
BNG(mfeat-karhunen,nominal,1000000) (1) 0
BNG(bridges_version1,nominal,1000000) (1) 0
BNG(bridges_version2,nominal,1000000) (1) 0
BNG(mfeat-zernike,nominal,1000000) (1) 0
BNG(cmc,nominal,55296) (1) 0
BNG(mushroom) (1) 0
pendigits (1) 0
cylinder-bands (1) 999
postoperative-patient-data (1) 3
dermatology (1) 8
segment (1) 0
diabetes (1) 0
sick (1) 6064
ecoli (1) 0
sonar (1) 0
glass (1) 0
soybean (1) 2337
haberman (1) 0
spambase (1) 0
hayes-roth_test (1) 0
splice (1) 0
hayes-roth_train (1) 0
tae (1) 0
heart-c (1) 7
tic-tac-toe (1) 0
colic (1) 1927
nursery (1) 0
colic (2) 1927
optdigits (1) 0
credit-approval (1) 67
page-blocks (1) 0
car (1) 0
mfeat-zernike (1) 0
cmc (1) 0
BNG(vehicle,nominal,1000000) (1) 0
BNG(hepatitis,nominal,1000000) (1) 0
BNG(vote) (1) 0
BNG(hypothyroid,nominal,1000000) (1) 0
BNG(vowel,nominal,1000000) (1) 0
BNG(ionosphere) (1) 0
BNG(waveform-5000,nominal,1000000) (1) 0
BNG(zoo,nominal,1000000) (1) 0
CovPokElec (1) 0
covertype (3) 0
BNG(sick,nominal,1000000) (1) 0
BNG(sonar,nominal,1000000) (1) 0
BNG(glass,nominal,137781) (1) 0
BNG(soybean) (1) 0
BNG(spambase) (1) 0
BNG(heart-c,nominal,1000000) (1) 0
BNG(tic-tac-toe) (1) 0
BNG(heart-h,nominal,1000000) (1) 0
BNG(trains) (1) 0
BNG(heart-statlog,nominal,1000000) (1) 0
primary-tumor (1) 225
shuttle-landing-control (1) 26
solar-flare (1) 0
solar-flare (2) 0
spect_test (1) 0
spect_train (1) 0
spectf_test (1) 0
spectf_train (1) 0
adult (1) 6465
yeast (1) 0
satimage (1) 0
abalone (1) 0
kropt (1) 0
braziltourism (1) 96
wine (1) 0
eucalyptus (1) 448
kin8nm (1) 0
mbagrade (1) 0
wisconsin (1) 0
cleveland (1) 6
auto_price (1) 0
autoMpg (1) 6
cpu_act (1) 0
delta_elevators (1) 0
fruitfly (1) 0
pbc (1) 1239
SEA(50) (1) 0
lung-cancer (1) 5
molecular-biology_promoters (1) 0
monks-problems-1_test (1) 0
monks-problems-1_train (1) 0
monks-problems-2_test (1) 0
monks-problems-2_train (1) 0
monks-problems-3_test (1) 0
monks-problems-3_train (1) 0
Hyperplane_10_1E-3 (1) 0
Hyperplane_10_1E-4 (1) 0
LED(50000) (1) 0
pokerhand (1) 0
RandomRBF_0_0 (1) 0
RandomRBF_10_1E-3 (1) 0
RandomRBF_10_1E-4 (1) 0
RandomRBF_50_1E-3 (1) 0
RandomRBF_50_1E-4 (1) 0
pol (1) 0
lowbwt (1) 0
cholesterol (1) 6
sleep (1) 12
triazines (1) 0
autoPrice (1) 0
detroit (1) 0
quake (1) 0
cloud (1) 0
longley (1) 0
diabetes_numeric (1) 0
pharynx (1) 2
baskball (1) 0
2dplanes (1) 0
elevators (1) 0
pyrim (1) 0
house_8L (1) 0
BNG(waveform-5000) (1) 0
BNG(zoo) (1) 0
20_newsgroups.drift (1) 0
meta_all.arff (1) 0
meta_batchincremental.arff (1) 0
meta_instanceincremental.arff (1) 0
meta_stream_intervals.arff (1) 0
BNG(pendigits) (1) 0
BNG(cylinder-bands) (1) 0
BNG(dermatology) (1) 0
BNG(sonar) (1) 0
BNG(glass) (1) 0
BNG(heart-c) (1) 0
BNG(heart-statlog) (1) 0
BNG(vehicle) (1) 0
BNG(hepatitis) (1) 0
BNG(vowel) (1) 0
oil_spill (1) 0
scene (1) 0
spectrometer (1) 0
thyroid_sick (1) 6064
us_crime (1) 39202
bridges (3) 61
bridges (4) 61
hayes-roth (1) 0
BNG(breast-w) (1) 0
BNG(cmc) (1) 0
BNG(colic) (1) 0
BNG(credit-a) (1) 0
BNG(page-blocks) (1) 0
Australian (1) 0
satellite_image (1) 0
Ailerons (1) 0
coil2000 (1) 0
libras_move (1) 0
isolet (1) 0
BNG(anneal) (1) 0
BNG(anneal.ORIG) (2) 0
BNG(letter) (2) 0
BNG(autos) (1) 0
BNG(lymph) (1) 0
echoMonths (1) 97
stock (1) 0
breastTumor (1) 9
puma8NH (1) 0
gascons (1) 0
cpu_small (1) 0
elusage (1) 0
pwLinear (1) 0
machine_cpu (1) 0
fishcatch (1) 87
ozone_level (1) 0
vowel (2) 0
puma32H (1) 0
mammography (1) 0
flags (1) 0
wine_quality (1) 0
ipums_la_98-small (1) 52048
ipums_la_97-small (1) 48089
tr45.wc (1) 0
tr21.wc (1) 0
oh15.wc (1) 0
tr11.wc (1) 0
tr23.wc (1) 0
new3s.wc (1) 0
re0.wc (1) 0
oh0.wc (1) 0
la2s.wc (1) 0
re1.wc (1) 0
la1s.wc (1) 0
tr12.wc (1) 0
wap.wc (1) 0
yokohoma1 (1) 0
mtp (1) 0
qsbr_y2 (1) 0
krystek (1) 0
depreux (1) 0
pdgfr (1) 0
carbolenes (1) 0
garrat2 (1) 0
siddiqi (1) 0
thompson (1) 0
yprop_4_1 (1) 0
tsutumi (1) 0
strupcz (1) 0
cristalli (1) 0
internet_usage (1) 2699
SyskillWebert-BioMedical (1) 0
JapaneseVowels (1) 0
SyskillWebert-Sheep (1) 0
synthetic_control (1) 0
ipums_la_99-small (1) 51515
SyskillWebert-Bands (1) 0
selwood (1) 0
pah (1) 0
penning (1) 0
qsfsr1 (1) 0
qsprcmpx (1) 0
mtp2 (1) 0
squash-unstored (1) 39
white-clover (1) 0
sponge (1) 22
aids (1) 0
webdata_wXa (1) 0
vehicle_sensIT (1) 0
chembl1075021test1 (1) 0
monks-problems-1 (1) 0
monks-problems-3 (1) 0
SPECT (1) 0
SPECTF (1) 0
grub-damage (1) 0
pasture (1) 0
squash-stored (1) 7
qsartox (1) 0
benzo32 (1) 0
uehling (1) 0
garrat (1) 0
doherty (1) 0
chang (1) 0
qsabr2 (1) 0
irish (1) 32
analcatdata_broadwaymult (1) 27
cars (1) 14
analcatdata_birthday (1) 30
analcatdata_authorship (1) 0
analcatdata_reviewer (1) 1418
cjs (1) 68100
analcatdata_marketing (1) 101
analcatdata_bankruptcy (1) 0
collins (1) 0
analcatdata_cyyoung9302 (1) 0
prnn_viruses (1) 0
analcatdata_creditscore (1) 0
backache (1) 0
schizo (1) 834
confidence (1) 0
analcatdata_dmft (1) 0
profb (1) 1200
qsabr1 (1) 0
qsbr_rw1 (1) 0
analcatdata_boxing2 (1) 0
prnn_crabs (1) 0
analcatdata_homerun (1) 9
tecator (1) 0
analcatdata_gsssexsurvey (1) 6
nflpass (1) 0
places (1) 0
analcatdata_vehicle (1) 0
plasma_retinol (1) 0
arsenic-female-lung (1) 0
djdc0093 (1) 0
mnist_784 (1) 0
humandevel (1) 0
analcatdata_uktrainacc (1) 150
sleuth_ex1605 (1) 0
analcatdata_gsssexsurvey (2) 6
analcatdata_gviolence (2) 0
vinnie (2) 0
autoMpg (2) 6
houses (2) 0
fri_c1_100_5 (2) 0
fri_c3_500_10 (2) 0
splice (2) 0
molecular-biology_promoters (2) 0
segment (2) 0
nursery (2) 0
visualizing_soil (2) 0
hutsof99_child_witness (2) 0
visualizing_hamster (2) 0
echoMonths (2) 97
arsenic-male-bladder (2) 0
quake (4) 0
fri_c0_1000_50 (2) 0
fri_c2_250_5 (2) 0
fri_c2_1000_5 (2) 0
fri_c2_1000_10 (2) 0
mbagrade (2) 0
fri_c0_500_50 (2) 0
gina_prior2 (1) 0
ada_agnostic (1) 0
kc1-top5 (1) 0
mozilla4 (1) 0
pc4 (1) 0
pc3 (1) 0
ESL (2) 0
sylva_agnostic (1) 0
gina_agnostic (1) 0
hiva_agnostic (1) 0
sponge (2) 22
primary-tumor (2) 225
bridges (5) 71
analcatdata_broadway (2) 9
kdd_ipums_la_97-small (1) 43814
prnn_fglass (2) 0
analcatdata_bondrate (2) 1
hypothyroid (2) 6064
heart-c (2) 7
collins (2) 0
vowel (3) 0
arrhythmia (2) 408
ipums_la_99-small (2) 34843
page-blocks (2) 0
mfeat-pixel (2) 0
grub-damage (2) 0
SWD (1) 0
LEV (1) 0
ERA (1) 0
mfeat-morphological (2) 0
cars (2) 14
analcatdata_authorship (2) 0
autos (2) 59
optdigits (2) 0
AP_Prostate_Uterus (1) 0
AP_Omentum_Lung (1) 0
AP_Endometrium_Colon (1) 0
OVA_Kidney (1) 0
AP_Colon_Prostate (1) 0
AP_Lung_Uterus (1) 0
AP_Colon_Kidney (1) 0
OVA_Uterus (1) 0
OVA_Omentum (1) 0
AP_Ovary_Lung (1) 0
badges2 (1) 0
AP_Breast_Prostate (1) 0
AP_Endometrium_Breast (1) 0
AP_Omentum_Uterus (1) 0
AP_Omentum_Prostate (1) 0
AP_Colon_Lung (1) 0
AP_Breast_Omentum (1) 0
OVA_Breast (1) 0
AP_Uterus_Kidney (1) 0
OVA_Lung (1) 0
lymphoma_2classes (1) 5948
lymphoma_9classes (1) 19667
yeast_gene (1) 0
leukemia (1) 0
GCM (1) 0
tumors_C (1) 0
lymphoma_11classes (1) 19667
KDDCup99_full (1) 0
anthracyclineTaxaneChemotherapy (1) 0
ovarianTumour (1) 0
hepatitisC (1) 0
variousCancers_final (1) 0
USCrime (1) 0
KDDCup09_appetency (1) 8024152
KDDCup09_churn (1) 8024152
KDDCup99 (1) 0
KDDCup09_upselling (1) 8024152
teachingAssistant (1) 0
musk (1) 0
desharnais (2) 0
chess (1) 0
adult-census (1) 4262
MagicTelescope (1) 0
mw1 (1) 0
qqdefects_numeric (1) 33
jEdit_4.0_4.2 (1) 0
desharnais (1) 0
datatrieve (1) 0
nasa_numeric (1) 0
rsctc2010_1 (1) 0
rsctc2010_2 (1) 0
rsctc2010_3 (1) 0
rsctc2010_4 (1) 0
ar6 (1) 0
kc3 (1) 0
kc1 (1) 0
pc1 (1) 0
pc2 (1) 0
kc1-numeric (1) 0
jm1 (1) 25
cm1_req (1) 0
mc1 (1) 0
humans_numeric (1) 0
ar1 (1) 0
Acorns (1) 0
Cereals (1) 0
FacultySalaries (1) 0
ICU (1) 0
EgyptianSkulls (1) 0
AP_Endometrium_Prostate (1) 0
OVA_Endometrium (1) 0
AP_Colon_Omentum (1) 0
AP_Prostate_Kidney (1) 0
AP_Breast_Colon (1) 0
OVA_Prostate (1) 0
AP_Omentum_Kidney (1) 0
AP_Breast_Uterus (1) 0
AP_Ovary_Kidney (1) 0
AP_Breast_Lung (1) 0
AP_Endometrium_Omentum (1) 0
AP_Prostate_Ovary (1) 0
AP_Colon_Ovary (1) 0
AP_Endometrium_Lung (1) 0
AP_Prostate_Lung (1) 0
AP_Omentum_Ovary (1) 0
AP_Endometrium_Kidney (1) 0
AP_Breast_Kidney (1) 0
AP_Endometrium_Ovary (1) 0
AP_Colon_Uterus (1) 0
OVA_Colon (1) 0
AP_Ovary_Uterus (1) 0
AP_Lung_Kidney (1) 0
AP_Endometrium_Uterus (1) 0
AP_Breast_Ovary (1) 0
OVA_Ovary (1) 0
pc1_req (1) 0
airlines (1) 0
BNG(spectf_test) (1) 0
BNG(adult) (1) 0
BNG(satimage) (1) 0
BNG(baseball) (1) 0
BNG(wine) (1) 0
BNG(eucalyptus) (1) 0
BNG(wisconsin) (1) 0
BNG(cleveland) (1) 0
BNG(auto_price) (1) 0
BNG(cpu_act) (1) 0
Goteborg_52 (1) 972
BNG(primary-tumor) (1) 0
BNG(solar-flare) (1) 0
BNG(solar-flare) (1) 0
BNG(spect_test) (1) 0
BNG(breastTumor) (1) 0
BNG(cpu_small) (1) 0
BNG(pwLinear) (1) 0
BNG(wine_quality) (1) 0
BNG(Australian) (1) 0
BNG(satellite_image) (1) 0
BNG(Ailerons) (1) 0
BNG(libras_move) (1) 0
BNG(vowel) (2) 0
BNG(puma32H) (1) 0
BNG(SPECT) (1) 0
BNG(SPECTF) (1) 0
BNG(mv) (1) 0
BNG(JapaneseVowels) (1) 0
Click_prediction_small (1) 0
Click_prediction_small (2) 0
Click_prediction_small (3) 0
Click_prediction_small (4) 0
Click_prediction_small (5) 0
BNG(pbc) (1) 0
BNG(autoHorse) (1) 0
BNG(lowbwt) (1) 0
BNG(cholesterol) (1) 0
BNG(autoPrice) (1) 0
BNG(pharynx) (1) 0
BNG(2dplanes) (1) 0
BNG(elevators) (1) 0
BNG(echoMonths) (1) 0
BNG(stock) (1) 0
letter-challenge-unlabeled.arff (1) 10000
letter-challenge-labeled.arff (1) 0
Click_prediction_small (7) 399482
Click_prediction_small (6) 0
nki70.arff (1) 0
QSAR-TID-12719 (1) 0
QSAR-TID-10928 (1) 0
QSAR-TID-100452 (1) 0
QSAR-TID-105654 (1) 0
QSAR-TID-102473 (1) 0
QSAR-TID-101036 (1) 0
QSAR-TID-11617 (1) 0
QSAR-TID-12037 (1) 0
QSAR-TID-12790 (1) 0
QSAR-TID-11260 (1) 0
QSAR-TID-20137 (1) 0
QSAR-TID-101179 (1) 0
QSAR-TID-17033 (1) 0
QSAR-TID-12013 (1) 0
QSAR-TID-19607 (1) 0
QSAR-TID-10971 (1) 0
QSAR-TID-10964 (1) 0
QSAR-TID-100071 (1) 0
QSAR-TID-19624 (1) 0
QSAR-TID-19907 (1) 0
QSAR-TID-101204 (1) 0
QSAR-TID-12077 (1) 0
QSAR-TID-11113 (1) 0
QSAR-TID-11056 (1) 0
QSAR-TID-102576 (1) 0
QSAR-TID-10438 (1) 0
QSAR-TID-143 (1) 0
QSAR-TID-10439 (1) 0
QSAR-TID-101349 (1) 0
QSAR-TID-10956 (1) 0
QSAR-TID-13000 (1) 0
QSAR-TID-100853 (1) 0
QSAR-TID-10614 (1) 0
QSAR-TID-8 (1) 0
QSAR-TID-10527 (1) 0
QSAR-TID-38 (1) 0
QSAR-TID-10300 (1) 0
QSAR-TID-11141 (1) 0
QSAR-TID-11019 (1) 0
QSAR-TID-102678 (1) 0
QSAR-TID-30016 (1) 0
QSAR-TID-100872 (1) 0
QSAR-TID-101433 (1) 0
QSAR-TID-101220 (1) 0
QSAR-TID-11000 (1) 0
QSAR-TID-103437 (1) 0
QSAR-TID-100942 (1) 0
QSAR-TID-12294 (1) 0
QSAR-TID-100917 (1) 0
QSAR-TID-101281 (1) 0
QSAR-TID-11606 (1) 0
QSAR-TID-10586 (1) 0
QSAR-TID-102578 (1) 0
QSAR-TID-101610 (1) 0
QSAR-TID-102391 (1) 0
QSAR-TID-12202 (1) 0
QSAR-TID-19639 (1) 0
QSAR-TID-102580 (1) 0
QSAR-TID-30025 (1) 0
QSAR-TID-103726 (1) 0
QSAR-TID-10580 (1) 0
QSAR-TID-10004 (1) 0
QSAR-TID-10477 (1) 0
QSAR-TID-12665 (1) 0
QSAR-TID-11534 (1) 0
QSAR-TID-104390 (1) 0
QSAR-TID-101183 (1) 0
QSAR-TID-11873 (1) 0
QSAR-TID-100186 (1) 0
QSAR-TID-17115 (1) 0
QSAR-TID-124 (1) 0
QSAR-TID-11409 (1) 0
QSAR-TID-10505 (1) 0
QSAR-TID-20166 (1) 0
QSAR-TID-12832 (1) 0
QSAR-TID-105 (1) 0
QSAR-TID-103095 (1) 0
QSAR-TID-12512 (1) 0
QSAR-TID-11006 (1) 0
QSAR-TID-102840 (1) 0
QSAR-TID-11522 (1) 0
QSAR-TID-100415 (1) 0
QSAR-TID-17052 (1) 0
QSAR-TID-100833 (1) 0
QSAR-TID-11720 (1) 0
QSAR-TID-99 (1) 0
QSAR-TID-12968 (1) 0
QSAR-TID-57 (1) 0
QSAR-TID-10403 (1) 0
QSAR-TID-101607 (1) 0
QSAR-TID-14070 (1) 0
QSAR-TID-101130 (1) 0
QSAR-TID-10441 (1) 0
QSAR-TID-12720 (1) 0
QSAR-TID-12449 (1) 0
QSAR-TID-12956 (1) 0
QSAR-TID-25 (1) 0
QSAR-TID-12919 (1) 0
QSAR-TID-102815 (1) 0
QSAR-TID-11188 (1) 0
QSAR-TID-11149 (1) 0
QSAR-TID-30019 (1) 0
QSAR-TID-10078 (1) 0
QSAR-TID-104430 (1) 0
QSAR-TID-10684 (1) 0
QSAR-TID-10222 (1) 0
QSAR-TID-12226 (1) 0
QSAR-TID-12831 (1) 0
QSAR-TID-10529 (1) 0
QSAR-TID-119 (1) 0
QSAR-TID-10331 (1) 0
QSAR-TID-64 (1) 0
QSAR-TID-11752 (1) 0
QSAR-TID-11119 (1) 0
QSAR-TID-102927 (1) 0
QSAR-TID-30033 (1) 0
QSAR-TID-103433 (1) 0
QSAR-TID-30029 (1) 0
QSAR-TID-100052 (1) 0
QSAR-TID-17074 (1) 0
QSAR-TID-12299 (1) 0
QSAR-TID-100790 (1) 0
QSAR-TID-18033 (1) 0
QSAR-TID-10651 (1) 0
QSAR-TID-12214 (1) 0
QSAR-TID-10014 (1) 0
QSAR-TID-11281 (1) 0
QSAR-TID-11848 (1) 0
QSAR-TID-10549 (1) 0
QSAR-TID-10008 (1) 0
QSAR-TID-11061 (1) 0
QSAR-TID-30003 (1) 0
QSAR-TID-10747 (1) 0
QSAR-TID-10679 (1) 0
QSAR-TID-10674 (1) 0
QSAR-TID-30046 (1) 0
QSAR-TID-12076 (1) 0
QSAR-TID-11337 (1) 0
QSAR-TID-17063 (1) 0
QSAR-TID-11408 (1) 0
QSAR-TID-43 (1) 0
QSAR-TID-101405 (1) 0
QSAR-TID-11622 (1) 0
QSAR-TID-11569 (1) 0
QSAR-TID-11680 (1) 0
QSAR-TID-20129 (1) 0
QSAR-TID-101199 (1) 0
QSAR-TID-17089 (1) 0
QSAR-TID-12017 (1) 0
QSAR-TID-18025 (1) 0
QSAR-TID-30042 (1) 0
QSAR-TID-101404 (1) 0
QSAR-TID-12861 (1) 0
QSAR-TID-12635 (1) 0
QSAR-TID-10908 (1) 0
QSAR-TID-214 (1) 0
QSAR-TID-11635 (1) 0
QSAR-TID-12469 (1) 0
QSAR-TID-101317 (1) 0
QSAR-TID-30006 (1) 0
QSAR-TID-10466 (1) 0
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