Measure

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Value per dataset

yeast_gene (1) 0
KDDCup99_full (1) 0
robot-failures-lp2 (1) 0
robot-failures-lp3 (1) 0
ldpa (1) 0
gas-drift (1) 0
gas-drift-different-concentrations (1) 0
skin-segmentation (1) 0
spoken-arabic-digit (1) 0
walking-activity (1) 0
mouseType (1) 0
BurkittLymphoma (1) 0
anthracyclineTaxaneChemotherapy (1) 0
ovarianTumour (1) 0
hepatitisC (1) 0
variousCancers_final (1) 0
USCrime (1) 0
MercuryinBass (1) 0
diggle_table_a1 (1) 0
disclosure_z (1) 0
visualizing_slope (1) 0
disclosure_x_tampered (1) 0
disclosure_x_noise (1) 0
sleuth_case1202 (1) 0
sleuth_case1201 (1) 0
disclosure_x_bias (1) 0
sleuth_case1102 (1) 0
sleuth_case2002 (1) 0
rmftsa_ladata (1) 0
witmer_census_1980 (1) 0
garrat2 (1) 0
Phen (1) 0
siddiqi (1) 0
lewis (1) 0
thompson (1) 0
yprop_4_1 (1) 0
tsutumi (1) 0
strupcz (1) 0
PHENETYL1 (1) 0
cristalli (1) 0
qqdefects_numeric (1) 93.548387096774
nasa_numeric (1) 0
KDDCup99 (1) 0
gina_prior (1) 0
BNG(spectf_test) (1) 0
BNG(adult) (1) 0
BNG(satimage) (1) 0
BNG(baseball) (1) 0
BNG(wisconsin) (1) 0
BNG(cleveland) (1) 0
BNG(auto_price) (1) 0
BNG(cpu_act) (1) 0
Goteborg_52 (1) 34.567901234568
BNG(primary-tumor) (1) 0
BNG(solar-flare) (1) 0
BNG(solar-flare) (1) 0
BNG(spect_test) (1) 0
Dexter (1) 0
Dorothea (1) 0
NELL (1) 0
KDD98 (1) 100
sulfur (1) 0
debutanizer (1) 0
F2Pmodel3smoted (1) 0
F2Pmodel4smoted (1) 0
breast-cancer-dropped-missing-attributes-values (1) 0
BNG(letter,5000,1) (1) 0
BNG(letter,5000,5) (1) 0
BNG(letter,5000,10) (1) 0
BNG(letter,10000,1) (1) 0
BNG(letter,10000,5) (1) 0
BNG(letter,10000,10) (1) 0
BNG(audiology,1000,1) (1) 0
BNG(audiology,1000,5) (1) 0
BNG(audiology,1000,10) (1) 0
BNG(audiology,5000,1) (1) 0
BNG(audiology,5000,5) (1) 0
BNG(audiology,5000,10) (1) 0
BNG(autos,1000,1) (1) 0
BNG(autos,1000,5) (1) 0
BNG(autos,1000,10) (1) 0
BNG(autos,5000,1) (1) 0
BNG(autos,5000,5) (1) 0
BNG(autos,5000,10) (1) 0
BNG(autos,10000,1) (1) 0
BNG(autos,10000,5) (1) 0
appendicitis (1) 0
amazon-commerce-reviews (1) 0
arcene (1) 0
artificial-characters (1) 0
colon-cancer (1) 0
svmguide1 (1) 0
duke-breast-cancer (1) 0
fourclass (1) 0
german.numer (1) 0
iris-test (1) 0
BNG(autos,10000,10) (1) 0
BNG(lymph,1000,1) (1) 0
BNG(lymph,1000,5) (1) 0
BNG(lymph,1000,10) (1) 0
BNG(lymph,5000,1) (1) 0
BNG(lymph,5000,5) (1) 0
BNG(lymph,5000,10) (1) 0
BNG(lymph,10000,1) (1) 0
BNG(lymph,10000,5) (1) 0
BNG(lymph,10000,10) (1) 0
KungChi3 (1) 0
KnuggetChase3 (1) 0
MindCave2 (1) 0
a1a (1) 0
a2a (1) 0
a3a (1) 0
a4a (1) 0
a5a (1) 0
a6a (1) 0
a7a (1) 0
a8a (1) 0
a9a (1) 0
MyIris (1) 0
physionet_asystole (1) 19.166666666667
physionet_bradycardia (1) 0
physionet_tachycardia (1) 0
contact-lenses (1) 0
cpu.with.vendor (1) 0
COMET_MC (2) 0
COMET_MC (1) 0
SensorDataResource (1) 0
IBO (1) 0
CoverType5percent (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4793 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5287 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5430 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5330 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5762 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5912 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5940 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5966 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5608 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6126 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6113 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6154 (1) 0
cjs (3) 99.964234620887
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5198 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3284 (1) 0
COMET_MC_SAMPLE (1) 0
COMET_MC_SAMPLE (2) 0
COMET_MC_SAMPLE (3) 0
COMET_MC_SAMPLE (4) 0
YAGO_Schema_KGE (1) 0
yagoSchema.ttl (4) 0
MiceProtein (1) 48.888888888889
KEGGMetabolicReactionNetwork (1) 0
ParkinsonSpeechDatasetwithMultipleTypesofSoundRecordings (1) 0
BachChoralHarmony (1) 0
TurkiyeStudentEvaluation (1) 0
SpokenArabicDigit (1) 2.4646270011091
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075252 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2777 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL281 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2850 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL296 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL320 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4423 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4595 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4597 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4501 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4612 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4516 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4620 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4731 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3802 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3932 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2069161 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2447 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2461 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2490 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2517 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163106 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075115 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3511 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4835 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4849 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4860 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5021 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5081 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4009 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4065 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4080 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4161 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177 (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4199 (1) 0
hiva_agnostic (1) 0
vowel (3) 0
cocomo_numeric (1) 0
humans_numeric (1) 0
kc1-numeric (1) 0
cjs (2) 99.964234620887
ESL (1) 0
SWD (1) 0
ERA (1) 0
SMSA (1) 0
Brainsize (1) 5
Acorns (1) 0
Cereals (1) 0
ICU (1) 0
pubexpendat (1) 0
EgyptianSkulls (1) 0
ESL (2) 0
ada_prior (1) 1.9289785181938
visualizing_soil (1) 0
cloud (2) 0
BNG(anneal,1000,1) (1) 0
BNG(anneal,1000,5) (1) 0
BNG(anneal,1000,10) (1) 0
BNG(anneal,5000,1) (1) 0
BNG(anneal,5000,5) (1) 0
BNG(anneal,5000,10) (1) 0
BNG(anneal,10000,1) (1) 0
BNG(anneal,10000,5) (1) 0
BNG(anneal,10000,10) (1) 0
BNG(anneal.ORIG,1000,1) (1) 0
TAM_k_d (1) 30.11583011583
eating (1) 0
Agrawal1 (1) 0
Stagger1 (1) 0
Stagger2 (1) 0
Stagger3 (1) 0
AirlinesCodrnaAdult (1) 0.37936830765516
BNG(anneal.ORIG,1000,5) (1) 0
BNG(anneal.ORIG,1000,10) (1) 0
BNG(anneal.ORIG,5000,1) (1) 0
BNG(anneal.ORIG,5000,5) (1) 0
BNG(anneal.ORIG,5000,10) (1) 0
BNG(anneal.ORIG,10000,1) (1) 0
BNG(anneal.ORIG,10000,5) (1) 0
BNG(anneal.ORIG,10000,10) (1) 0
BNG(kr-vs-kp,1000,1) (1) 0
BNG(kr-vs-kp,1000,5) (1) 0
BNG(kr-vs-kp,1000,10) (1) 0
BNG(kr-vs-kp,5000,1) (1) 0
BNG(kr-vs-kp,5000,5) (1) 0
BNG(kr-vs-kp,5000,10) (1) 0
BNG(kr-vs-kp,10000,1) (1) 0
BNG(kr-vs-kp,10000,5) (1) 0
BNG(kr-vs-kp,10000,10) (1) 0
BNG(letter,1000,1) (1) 0
BNG(letter,1000,5) (1) 0
BNG(letter,1000,10) (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
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(puma32H) (1) 0
codrnaNorm (1) 0
vehicleNorm (1) 0
lungcancer_shedden (1) 0
letter-challenge-unlabeled.arff (1) 0
letter-challenge-labeled.arff (1) 0
Click_prediction_small (7) 0
Click_prediction_small (6) 0
nki70.arff (1) 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
fourclass_scale (1) 0
german.numer (2) 0
gisette (1) 0
heart (1) 0
ijcnn (1) 0
rcv1.binary (1) 0
real-sim (1) 0
splice (3) 0
dbworld-bodies-stemmed (1) 0
dbworld-bodies (1) 0
dbworld-subjects-stemmed (1) 0
dbworld-subjects (1) 0
poker-hand (1) 0
poker-hand (2) 0
connect-4 (1) 0
aloi (1) 0
SensIT-Vehicle-Combined (1) 0
poker (2) 0
SPECTF (2) 0
w1a (1) 0
w2a (1) 0
w3a (1) 0
w4a (1) 0
w5a (1) 0
w6a (1) 0
w7a (1) 0
w8a (1) 0
svmguide3 (1) 0
wisconsin (1) 0
vineyard (1) 0
bolts (1) 0
cpu_act (1) 0
SEA(50) (1) 0
SEA(50000) (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
pol (1) 0
sleep (1) 17.741935483871
triazines (1) 0
detroit (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
BNG(anneal,nominal,1000000) (1) 0
gascons (1) 0
elusage (1) 0
longley (1) 0
diabetes_numeric (1) 0
baskball (1) 0
2dplanes (1) 0
elevators (1) 0
house_8L (1) 0
BNG(waveform-5000) (1) 0
BNG(zoo) (1) 0
20_newsgroups.drift (1) 0
BNG(colic.ORIG,nominal,1000000) (1) 0
BNG(colic,nominal,1000000) (1) 0
BNG(optdigits) (1) 0
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
BNG(vehicle,nominal,1000000) (1) 0
BNG(hepatitis,nominal,1000000) (1) 0
BNG(vote) (1) 0
BNG(hypothyroid,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(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(mfeat-karhunen) (1) 0
BNG(bridges_version1) (1) 0
BNG(mfeat-zernike) (1) 0
BNG(colic.ORIG) (1) 0
BNG(colic) (1) 0
BNG(credit-a) (1) 0
BNG(page-blocks) (1) 0
BNG(credit-g) (1) 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(heart-h,nominal,1000000) (1) 0
BNG(trains) (1) 0
BNG(heart-statlog,nominal,1000000) (1) 0
hayes-roth_test (1) 0
hayes-roth_train (1) 0
bridges (1) 34.579439252336
bridges (2) 34.579439252336
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
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(mushroom) (1) 0
SyskillWebert-Goats (1) 0
SyskillWebert-Bands (1) 0
internet_usage (1) 26.701622477246
UNIX_user_data (1) 0
SyskillWebert-BioMedical (1) 0
SyskillWebert-Sheep (1) 0
spect_test (1) 0
spect_train (1) 0
spectf_test (1) 0
spectf_train (1) 0
covertype (2) 0
satellite_image (1) 0
Ailerons (1) 0
coil2000 (1) 0
libras_move (1) 0
cjs (1) 99.964234620887
doherty (1) 0
chang (1) 0
qsabr2 (1) 0
qsabr1 (1) 0
qsbr_rw1 (1) 0
prnn_crabs (1) 0
arsenic-male-bladder (1) 0
iq_brain_size (1) 0
papir_2 (1) 0
hip (1) 55.555555555556
tr31.wc (1) 0
oh15.wc (1) 0
new3s.wc (1) 0
qsbralks (1) 0
stevenson (1) 0
qsartox (1) 0
benzo32 (1) 0
uehling (1) 0
rosowky (1) 0
garrat (1) 0
detroit (2) 0
kidney (1) 0
bank32nh (1) 0
bodyfat (1) 0
cpu (1) 0
cpu_small (2) 0
fried (1) 0
meta (1) 50
kdd_coil_1 (1) 10.759493670886
kdd_coil_2 (1) 10.759493670886
auto93 (1) 11.827956989247
kdd_coil_3 (1) 10.759493670886
delta_elevators (2) 0
bank8FM (1) 0
cpu_act (2) 0
house_16H (1) 0
kdd_coil_4 (1) 10.759493670886
kdd_coil_5 (1) 10.759493670886
kdd_coil_6 (1) 10.759493670886
kdd_coil_7 (1) 10.759493670886
wind (1) 0
tecator (1) 0
space_ga (1) 0
nflpass (1) 0
places (1) 0
sleep (2) 32.258064516129
pm10 (1) 0
pbc (2) 33.971291866029
humandevel (1) 0
pollen (1) 0
boston (1) 0
arsenic-female-bladder (1) 0
cps_85_wages (1) 0
arsenic-male-lung (1) 0
houses (1) 0
socmob (1) 0
pollution (1) 0
boston_corrected (1) 0
transplant (1) 0
lmpavw (1) 0
sensory (1) 0
no2 (1) 0
strikes (1) 0
plasma_retinol (1) 0
balloon (1) 0
arsenic-female-lung (1) 0
pbcseq (1) 42.776349614396
newton_hema (1) 0
wind_correlations (1) 0
veteran (1) 0
us_crime (1) 93.83149448345
mbagrade (1) 0
BNG(anneal) (1) 0
BNG(anneal.ORIG) (2) 0
BNG(labor) (2) 0
BNG(letter) (2) 0
BNG(autos) (1) 0
BNG(lymph) (1) 0
BNG(mfeat-fourier) (1) 0
chembl1075021test1 (1) 0
mv (1) 0
aids (1) 0
ozone_level (1) 0
puma32H (1) 0
wine_quality (1) 0
bridges (3) 33.333333333333
bridges (4) 33.333333333333
la2s.wc (1) 0
oh5.wc (1) 0
re1.wc (1) 0
la1s.wc (1) 0
wap.wc (1) 0
ohscal.wc (1) 0
selwood (1) 0
svensson (1) 0
penning (1) 0
qsfsr1 (1) 0
qsfrdhla (1) 0
qsprcmpx (1) 0
qsfsr2 (1) 0
mtp2 (1) 0
yokohoma2 (1) 0
heyl (1) 0
yokohoma1 (1) 0
mtp (1) 0
qsbr_y2 (1) 0
krystek (1) 0
depreux (1) 0
pdgfr (1) 0
carbolenes (1) 0
rsctc2010_3 (1) 0
rsctc2010_4 (1) 0
rsctc2010_5 (1) 0
rsctc2010_6 (1) 0
auml_web_1 (1) 0
auml_eml_1_a (1) 0
auml_eml_1_b (1) 0.15267175572519
auml_eml_1_c (1) 0
auml_eml_1_d (1) 0
auml_eml_1_e (1) 0
auml_eml_2 (1) 0
RelevantImagesDataset (1) 0
RelevantImagesDatasetTEST (1) 0
iris (50) 0
wine (5) 0
WorkersCompensation (1) 0
autism-adult-data (1) 13.494318181818
polish-bankruptcy-1year (1) 54.546748256724
beijing-pm2.5 (1) 4.7165936473165
behavior-urban-traffic (1) 0
caesarian-section (1) 0
iris (49) 0
letter (3) 0
libras (1) 0
pendigits (3) 0
pendigits (4) 0
satimage (2) 0
segment (4) 0
segment (5) 0
CMC_Data (1) 0
dgf_test (1) 0.029282576866764
dgf_test (2) 0.029282576866764
shill-bidding (1) 0
spo (1) 0
stock (3) 0
vehicle (3) 0
vehicle (4) 0
vowel (4) 0
vowel (5) 0
wine (4) 0
wisconsin (3) 0
yeast (9) 0
cpu (4) 0
diau (1) 0
dtt (1) 0
ecoli (4) 0
elevators (4) 0
fried (3) 0
glass (4) 0
glass (5) 0
heat (1) 0
housing (1) 0
kits-subset (1) 0
kits-subset (2) 0
kits-subset (3) 0
kits-subset (4) 0
Midwest_survey (15) 12.562994960403
Higgs (3) 0
SKdailyCOVID19 (1) 0
KDDCup09-Upselling (2) 100
KDDCup09-Appetency (2) 100
KDDCup09-Churn (2) 100
SWERAS (1) 0
Soccer_Stats (1) 0
KDDCup09-Appetency (1) 100
KDDCup09-Churn (1) 100
KDDCup09-Upselling (1) 100
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