Measure

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Value per dataset

yeast_gene (1) 0
robot-failures-lp2 (1) 1.0989010989011
robot-failures-lp3 (1) 1.0989010989011
ldpa (1) 37.5
gas-drift-different-concentrations (1) 0.76923076923077
skin-segmentation (1) 25
spoken-arabic-digit (1) 6.6666666666667
walking-activity (1) 20
mouseType (1) 0.0022171965766485
BurkittLymphoma (1) 0.0044875246813857
anthracyclineTaxaneChemotherapy (1) 0.0016297262059974
ovarianTumour (1) 0.0018307641609608
hepatitisC (1) 0.0018307641609608
variousCancers_final (1) 0.001828956031897
USCrime (1) 0
MercuryinBass (1) 8.3333333333333
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) 28.571428571429
sleuth_case1201 (1) 0
disclosure_x_bias (1) 0
sleuth_case1102 (1) 33.333333333333
sleuth_case2002 (1) 57.142857142857
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) 90.322580645161
nasa_numeric (1) 83.333333333333
KDDCup99 (1) 19.047619047619
gina_prior (1) 0.12738853503185
BNG(spectf_test) (1) 2.2222222222222
BNG(adult) (1) 86.666666666667
BNG(satimage) (1) 2.7027027027027
BNG(baseball) (1) 11.764705882353
BNG(wisconsin) (1) 0
BNG(cleveland) (1) 50
BNG(auto_price) (1) 6.25
BNG(cpu_act) (1) 0
Goteborg_52 (1) 20
BNG(primary-tumor) (1) 100
BNG(solar-flare) (1) 100
BNG(solar-flare) (1) 100
BNG(spect_test) (1) 100
Dorothea (1) 0.0009999900001
NELL (1) 100
KDD98 (1) 27.557411273486
sulfur (1) 0
debutanizer (1) 0
BNG(letter,5000,1) (1) 5.8823529411765
BNG(letter,5000,5) (1) 5.8823529411765
BNG(letter,5000,10) (1) 5.8823529411765
BNG(letter,10000,1) (1) 5.8823529411765
BNG(letter,10000,5) (1) 5.8823529411765
BNG(letter,10000,10) (1) 5.8823529411765
BNG(audiology,1000,1) (1) 100
BNG(audiology,1000,5) (1) 100
BNG(audiology,1000,10) (1) 100
BNG(audiology,5000,1) (1) 100
BNG(audiology,5000,5) (1) 100
BNG(audiology,5000,10) (1) 100
BNG(autos,1000,1) (1) 42.307692307692
BNG(autos,1000,5) (1) 42.307692307692
BNG(autos,1000,10) (1) 42.307692307692
BNG(autos,5000,1) (1) 42.307692307692
BNG(autos,5000,5) (1) 42.307692307692
BNG(autos,5000,10) (1) 42.307692307692
BNG(autos,10000,1) (1) 42.307692307692
BNG(autos,10000,5) (1) 42.307692307692
appendicitis (1) 12.5
arcene (1) 0.00999900009999
colon-cancer (1) 0
svmguide1 (1) 0
duke-breast-cancer (1) 0
fourclass (1) 0
german.numer (1) 0
iris-test (1) 60
BNG(autos,10000,10) (1) 42.307692307692
BNG(lymph,1000,5) (1) 84.210526315789
BNG(lymph,1000,10) (1) 84.210526315789
BNG(lymph,5000,1) (1) 84.210526315789
BNG(lymph,5000,5) (1) 84.210526315789
BNG(lymph,5000,10) (1) 84.210526315789
BNG(lymph,10000,1) (1) 84.210526315789
BNG(lymph,10000,5) (1) 84.210526315789
BNG(lymph,10000,10) (1) 84.210526315789
KungChi3 (1) 2.5
KnuggetChase3 (1) 2.5
MindCave2 (1) 2.5
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) 20
physionet_asystole (1) 16.666666666667
physionet_bradycardia (1) 11.111111111111
physionet_tachycardia (1) 11.111111111111
contact-lenses (1) 100
cpu.with.vendor (1) 12.5
COMET_MC (2) 0
COMET_MC (1) 0
IBO (1) 0
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5287 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5762 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3284 (1) 2.2222222222222
COMET_MC_SAMPLE (1) 0
COMET_MC_SAMPLE (4) 0
MiceProtein (1) 6.0975609756098
KEGGMetabolicReactionNetwork (1) 6.8965517241379
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2777 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4597 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4612 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4731 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2447 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5021 (1) 2.2222222222222
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4199 (1) 2.2222222222222
hiva_agnostic (1) 0.061804697156984
vowel (3) 28.571428571429
cocomo_numeric (1) 88.235294117647
humans_numeric (1) 0
kc1-numeric (1) 0
cjs (2) 8.5714285714286
ERA (1) 0
SMSA (1) 0
Brainsize (1) 14.285714285714
Acorns (1) 25
Cereals (1) 18.75
ICU (1) 0
pubexpendat (1) 12.5
EgyptianSkulls (1) 0
ESL (2) 0
ada_prior (1) 60
visualizing_soil (1) 20
cloud (2) 25
BNG(anneal,1000,1) (1) 84.615384615385
BNG(anneal,1000,5) (1) 84.615384615385
BNG(anneal,1000,10) (1) 84.615384615385
BNG(anneal,5000,1) (1) 84.615384615385
BNG(anneal,5000,5) (1) 84.615384615385
BNG(anneal,5000,10) (1) 84.615384615385
BNG(anneal,10000,1) (1) 84.615384615385
BNG(anneal,10000,5) (1) 84.615384615385
BNG(anneal,10000,10) (1) 84.615384615385
BNG(anneal.ORIG,1000,1) (1) 84.615384615385
TAM_k_d (1) 3.5714285714286
eating (1) 0.01568873548792
Agrawal1 (1) 40
Stagger1 (1) 100
Stagger2 (1) 100
Stagger3 (1) 100
BNG(anneal.ORIG,1000,5) (1) 84.615384615385
BNG(anneal.ORIG,1000,10) (1) 84.615384615385
BNG(anneal.ORIG,5000,1) (1) 84.615384615385
BNG(anneal.ORIG,5000,5) (1) 84.615384615385
BNG(anneal.ORIG,5000,10) (1) 84.615384615385
BNG(anneal.ORIG,10000,1) (1) 84.615384615385
BNG(anneal.ORIG,10000,5) (1) 84.615384615385
BNG(anneal.ORIG,10000,10) (1) 84.615384615385
BNG(kr-vs-kp,1000,1) (1) 100
BNG(kr-vs-kp,1000,5) (1) 100
BNG(kr-vs-kp,1000,10) (1) 100
BNG(kr-vs-kp,5000,1) (1) 100
BNG(kr-vs-kp,5000,5) (1) 100
BNG(kr-vs-kp,5000,10) (1) 100
BNG(kr-vs-kp,10000,1) (1) 100
BNG(kr-vs-kp,10000,5) (1) 100
BNG(kr-vs-kp,10000,10) (1) 100
BNG(letter,1000,1) (1) 5.8823529411765
BNG(letter,1000,5) (1) 5.8823529411765
BNG(letter,1000,10) (1) 5.8823529411765
BNG(SPECT) (1) 100
BNG(SPECTF) (1) 2.2222222222222
BNG(mv) (1) 27.272727272727
BNG(JapaneseVowels) (1) 6.6666666666667
Click_prediction_small (1) 10
Click_prediction_small (2) 8.3333333333333
Click_prediction_small (3) 8.3333333333333
Click_prediction_small (4) 8.3333333333333
BNG(breastTumor) (1) 80
BNG(cpu_small) (1) 0
BNG(pwLinear) (1) 0
BNG(wine_quality) (1) 0
BNG(Australian) (1) 6.6666666666667
BNG(satellite_image) (1) 0
BNG(Ailerons) (1) 0
BNG(libras_move) (1) 0
BNG(puma32H) (1) 0
codrnaNorm (1) 11.111111111111
vehicleNorm (1) 0.99009900990099
lungcancer_shedden (1) 12.5
letter-challenge-unlabeled.arff (1) 5.8823529411765
letter-challenge-labeled.arff (1) 5.8823529411765
Click_prediction_small (7) 10
Click_prediction_small (6) 8.3333333333333
nki70.arff (1) 5.1948051948052
BNG(pbc) (1) 42.105263157895
BNG(autoHorse) (1) 30.769230769231
BNG(lowbwt) (1) 70
BNG(cholesterol) (1) 50
BNG(autoPrice) (1) 0
BNG(pharynx) (1) 83.333333333333
BNG(2dplanes) (1) 0
BNG(elevators) (1) 0
BNG(echoMonths) (1) 30
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) 100
dbworld-bodies (1) 100
dbworld-subjects-stemmed (1) 100
dbworld-subjects (1) 100
poker-hand (1) 9.0909090909091
poker-hand (2) 9.0909090909091
connect-4 (1) 0
aloi (1) 0
SensIT-Vehicle-Combined (1) 0
poker (2) 0
SPECTF (2) 2.2222222222222
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) 25
SEA(50000) (1) 25
monks-problems-1_test (1) 100
monks-problems-1_train (1) 100
monks-problems-2_test (1) 100
monks-problems-2_train (1) 100
monks-problems-3_test (1) 100
monks-problems-3_train (1) 100
pol (1) 0
sleep (1) 0
triazines (1) 0
detroit (1) 0
Hyperplane_10_1E-4 (1) 9.0909090909091
LED(50000) (1) 100
pokerhand (1) 54.545454545455
RandomRBF_0_0 (1) 9.0909090909091
RandomRBF_10_1E-3 (1) 9.0909090909091
RandomRBF_10_1E-4 (1) 9.0909090909091
RandomRBF_50_1E-3 (1) 9.0909090909091
RandomRBF_50_1E-4 (1) 9.0909090909091
BNG(anneal,nominal,1000000) (1) 100
gascons (1) 0
elusage (1) 33.333333333333
longley (1) 0
diabetes_numeric (1) 0
baskball (1) 0
2dplanes (1) 0
elevators (1) 0
house_8L (1) 0
BNG(waveform-5000) (1) 2.4390243902439
BNG(zoo) (1) 94.117647058824
20_newsgroups.drift (1) 99.900199600798
BNG(colic.ORIG,nominal,1000000) (1) 100
BNG(colic,nominal,1000000) (1) 100
BNG(optdigits) (1) 100
BNG(credit-a,nominal,1000000) (1) 100
BNG(page-blocks,nominal,295245) (1) 100
BNG(credit-g,nominal,1000000) (1) 100
BNG(pendigits,nominal,1000000) (1) 100
BNG(cylinder-bands,nominal,1000000) (1) 100
BNG(dermatology,nominal,1000000) (1) 100
BNG(segment) (1) 100
BNG(vehicle,nominal,1000000) (1) 100
BNG(hepatitis,nominal,1000000) (1) 100
BNG(vote) (1) 100
BNG(hypothyroid,nominal,1000000) (1) 100
BNG(ionosphere) (1) 100
BNG(waveform-5000,nominal,1000000) (1) 100
BNG(zoo,nominal,1000000) (1) 100
CovPokElec (1) 69.86301369863
BNG(pendigits) (1) 5.8823529411765
BNG(cylinder-bands) (1) 55
BNG(dermatology) (1) 97.142857142857
BNG(sonar) (1) 1.6393442622951
BNG(glass) (1) 10
BNG(heart-c) (1) 57.142857142857
BNG(vehicle) (1) 5.2631578947368
BNG(hepatitis) (1) 70
BNG(mfeat-karhunen) (1) 1.5384615384615
BNG(bridges_version1) (1) 76.923076923077
BNG(mfeat-zernike) (1) 2.0833333333333
BNG(colic.ORIG) (1) 75
BNG(colic) (1) 69.565217391304
BNG(credit-a) (1) 62.5
BNG(page-blocks) (1) 9.0909090909091
BNG(credit-g) (1) 66.666666666667
BNG(sick,nominal,1000000) (1) 100
BNG(sonar,nominal,1000000) (1) 100
BNG(glass,nominal,137781) (1) 100
BNG(soybean) (1) 100
BNG(spambase) (1) 100
BNG(heart-c,nominal,1000000) (1) 100
BNG(heart-h,nominal,1000000) (1) 100
BNG(trains) (1) 100
BNG(heart-statlog,nominal,1000000) (1) 100
hayes-roth_test (1) 20
hayes-roth_train (1) 20
bridges (1) 75
bridges (2) 100
BNG(anneal.ORIG,nominal,1000000) (1) 100
BNG(kr-vs-kp) (1) 100
BNG(labor,nominal,1000000) (1) 100
BNG(letter,nominal,1000000) (1) 100
BNG(autos,nominal,1000000) (1) 100
BNG(lymph,nominal,1000000) (1) 100
BNG(breast-cancer,nominal,1000000) (1) 100
BNG(mfeat-fourier,nominal,1000000) (1) 100
BNG(mfeat-karhunen,nominal,1000000) (1) 100
BNG(bridges_version1,nominal,1000000) (1) 100
BNG(bridges_version2,nominal,1000000) (1) 100
BNG(mfeat-zernike,nominal,1000000) (1) 100
BNG(mushroom) (1) 100
SyskillWebert-Goats (1) 33.333333333333
SyskillWebert-Bands (1) 33.333333333333
internet_usage (1) 100
UNIX_user_data (1) 33.333333333333
SyskillWebert-BioMedical (1) 33.333333333333
SyskillWebert-Sheep (1) 33.333333333333
spect_test (1) 100
spect_train (1) 100
spectf_test (1) 2.2222222222222
spectf_train (1) 2.2222222222222
covertype (2) 1.8181818181818
satellite_image (1) 0
Ailerons (1) 0
coil2000 (1) 0
libras_move (1) 0
cjs (1) 8.5714285714286
doherty (1) 0
chang (1) 0
qsabr2 (1) 0
qsabr1 (1) 0
prnn_crabs (1) 25
arsenic-male-bladder (1) 20
iq_brain_size (1) 33.333333333333
papir_2 (1) 0
hip (1) 0
tr31.wc (1) 0.0098726429065061
oh15.wc (1) 0.032247662044502
new3s.wc (1) 0.0037267543696195
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) 42.857142857143
bank32nh (1) 0
bodyfat (1) 0
cpu (1) 12.5
cpu_small (2) 0
meta (1) 9.0909090909091
kdd_coil_1 (1) 25
kdd_coil_2 (1) 25
auto93 (1) 26.086956521739
kdd_coil_3 (1) 25
delta_elevators (2) 0
bank8FM (1) 0
cpu_act (2) 0
house_16H (1) 0
kdd_coil_4 (1) 25
kdd_coil_5 (1) 25
kdd_coil_6 (1) 25
kdd_coil_7 (1) 25
wind (1) 0
tecator (1) 0
space_ga (1) 0
nflpass (1) 0
places (1) 0
sleep (2) 0
pm10 (1) 0
pbc (2) 30
humandevel (1) 0
pollen (1) 0
boston (1) 14.285714285714
arsenic-female-bladder (1) 20
cps_85_wages (1) 63.636363636364
arsenic-male-lung (1) 20
houses (1) 0
socmob (1) 66.666666666667
pollution (1) 0
boston_corrected (1) 14.285714285714
transplant (1) 0
lmpavw (1) 0
sensory (1) 91.666666666667
no2 (1) 0
strikes (1) 0
plasma_retinol (1) 21.428571428571
balloon (1) 0
arsenic-female-lung (1) 20
pbcseq (1) 31.578947368421
newton_hema (1) 25
wind_correlations (1) 0
veteran (1) 50
us_crime (1) 0
mbagrade (1) 33.333333333333
BNG(anneal) (1) 84.615384615385
BNG(anneal.ORIG) (2) 84.615384615385
BNG(labor) (2) 52.941176470588
BNG(letter) (2) 5.8823529411765
BNG(autos) (1) 42.307692307692
BNG(lymph) (1) 84.210526315789
BNG(mfeat-fourier) (1) 1.2987012987013
chembl1075021test1 (1) 0
mv (1) 27.272727272727
aids (1) 60
ozone_level (1) 98.630136986301
puma32H (1) 0
wine_quality (1) 0
bridges (3) 75
bridges (4) 100
la2s.wc (1) 0.008043111075364
oh5.wc (1) 0.033189512114172
re1.wc (1) 0.026602819898909
la1s.wc (1) 0.0075780539557442
wap.wc (1) 0.011818933932159
ohscal.wc (1) 0.0087214372928659
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) 0.0044887332794685
rsctc2010_4 (1) 0.001828956031897
rsctc2010_5 (1) 0.0018310323360311
rsctc2010_6 (1) 0.0016947716295229
auml_web_1 (1) 0
auml_eml_1_a (1) 50
auml_eml_1_b (1) 0
auml_eml_1_c (1) 0
auml_eml_1_d (1) 0
auml_eml_1_e (1) 0
auml_eml_2 (1) 50
RelevantImagesDataset (1) 12.903225806452
RelevantImagesDatasetTEST (1) 12.903225806452
iris (50) 42.857142857143
wine (5) 18.75
WorkersCompensation (1) 0
autism-adult-data (1) 90.47619047619
polish-bankruptcy-1year (1) 1.5384615384615
beijing-pm2.5 (1) 0
behavior-urban-traffic (1) 5.5555555555556
caesarian-section (1) 100
iris (49) 42.857142857143
letter (3) 61.904761904762
libras (1) 14.285714285714
pendigits (3) 38.461538461538
pendigits (4) 38.461538461538
satimage (2) 14.285714285714
segment (4) 28
segment (5) 28
CMC_Data (1) 80
dgf_test (1) 0
dgf_test (2) 0
shill-bidding (1) 0
spo (1) 31.428571428571
stock (3) 50
vehicle (3) 18.181818181818
vehicle (4) 18.181818181818
vowel (4) 52.380952380952
vowel (5) 52.380952380952
wine (4) 18.75
wisconsin (3) 50
yeast (9) 55.555555555556
cpu (4) 45.454545454545
diau (1) 22.58064516129
dtt (1) 14.285714285714
ecoli (4) 53.333333333333
elevators (4) 50
fried (3) 35.714285714286
glass (4) 40
glass (5) 40
heat (1) 20
housing (1) 50
kits-subset (1) 0
kits-subset (2) 0
kits-subset (3) 0
kits-subset (4) 0.0036167673333574
Midwest_survey (15) 89.285714285714
Higgs (3) 3.448275862069
SKdailyCOVID19 (1) 14.285714285714
KDDCup09-Upselling (2) 1.7398840077328
KDDCup09-Appetency (2) 1.7398840077328
KDDCup09-Churn (2) 1.7398840077328
SWERAS (1) 15.625
Soccer_Stats (1) 0
KDDCup09-Appetency (1) 0.0066662222518499
KDDCup09-Churn (1) 0.0066662222518499
KDDCup09-Upselling (1) 0.0066662222518499
PCam16k (1) 0.0036167673333574
PCam16k (2) 0.0036167673333574
bankmarketing (1) 52.380952380952
bankmarketing2 (1) 52.380952380952
OxfordPets (1) 0
OxfordPets (2) 0.002034463817061
SCADI (1) 99.514563106796
bias-correction (1) 0
absenteeism-at-work (1) 33.333333333333
burst-header-packet (1) 9.0909090909091
AI4I2020 (1) 0
acp-lung-cancer (1) 0
Midwest_survey (16) 89.285714285714
Midwest_survey (17) 89.285714285714
nba-shot-logs (1) 33.333333333333
PrimeForm (1) 20
test-upload (1) 52.032520325203
kits (1) 0.0036167673333574
PCam (1) 0.0036167673333574
gnfuv-pi-4 (1) 0
gnfuv-pi-5 (1) 0
polish-bankruptcy-2year (1) 1.5384615384615
polish-bankruptcy-3-year (1) 1.5384615384615
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tamilnadu-electricity (3) 50
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exercises (1) 12.5
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