Measure

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Value per dataset

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
mfeat-factors (1) 0.46082949308756
mfeat-fourier (1) 1.2987012987013
breast-w (1) 10
mfeat-karhunen (1) 1.5384615384615
bridges (1) 76.923076923077
mfeat-morphological (1) 14.285714285714
bridges (2) 100
mfeat-pixel (1) 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
heart-h (1) 57.142857142857
trains (1) 100
heart-statlog (1) 7.1428571428571
vehicle (1) 5.2631578947368
hepatitis (1) 70
vote (1) 100
hypothyroid (1) 76.666666666667
vowel (1) 28.571428571429
waveform-5000 (1) 2.4390243902439
zoo (1) 94.444444444444
BNG(anneal,nominal,1000000) (1) 100
anneal (1) 84.615384615385
labor (1) 52.941176470588
audiology (1) 100
liver-disorders (1) 14.285714285714
autos (1) 42.307692307692
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(cmc,nominal,55296) (1) 100
BNG(mushroom) (1) 100
postoperative-patient-data (1) 100
dermatology (1) 97.142857142857
segment (1) 5
ecoli (1) 12.5
sonar (1) 1.6393442622951
glass (1) 10
soybean (1) 100
haberman (1) 50
hayes-roth_test (1) 20
splice (1) 100
hayes-roth_train (1) 20
tae (1) 50
heart-c (1) 57.142857142857
colic (1) 75
nursery (1) 100
colic (2) 69.565217391304
optdigits (1) 1.5384615384615
credit-approval (1) 62.5
page-blocks (1) 9.0909090909091
car (1) 100
mfeat-zernike (1) 2.0833333333333
cmc (1) 80
BNG(vehicle,nominal,1000000) (1) 100
BNG(hepatitis,nominal,1000000) (1) 100
BNG(vote) (1) 100
BNG(hypothyroid,nominal,1000000) (1) 100
BNG(vowel,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
covertype (3) 81.818181818182
BNG(sick,nominal,1000000) (1) 100
BNG(sonar,nominal,1000000) (1) 100
BNG(soybean) (1) 100
BNG(spambase) (1) 100
BNG(heart-c,nominal,1000000) (1) 100
BNG(tic-tac-toe) (1) 100
BNG(heart-h,nominal,1000000) (1) 100
BNG(trains) (1) 100
BNG(heart-statlog,nominal,1000000) (1) 100
primary-tumor (1) 100
shuttle-landing-control (1) 100
solar-flare (1) 100
solar-flare (2) 100
spect_test (1) 100
spect_train (1) 100
spectf_test (1) 2.2222222222222
spectf_train (1) 2.2222222222222
adult (1) 86.666666666667
yeast (1) 11.111111111111
satimage (1) 2.7027027027027
abalone (1) 22.222222222222
kropt (1) 100
braziltourism (1) 55.555555555556
eucalyptus (1) 30
kin8nm (1) 0
mbagrade (1) 33.333333333333
wisconsin (1) 0
cleveland (1) 50
auto_price (1) 6.25
autoMpg (1) 37.5
cpu_act (1) 0
delta_elevators (1) 0
fruitfly (1) 40
pbc (1) 42.105263157895
SEA(50) (1) 25
lung-cancer (1) 100
molecular-biology_promoters (1) 100
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
Hyperplane_10_1E-3 (1) 9.0909090909091
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
pol (1) 0
lowbwt (1) 70
cholesterol (1) 50
sleep (1) 0
triazines (1) 0
autoPrice (1) 0
detroit (1) 0
quake (1) 0
cloud (1) 28.571428571429
longley (1) 0
diabetes_numeric (1) 0
pharynx (1) 83.333333333333
baskball (1) 0
2dplanes (1) 0
elevators (1) 0
pyrim (1) 0
house_8L (1) 0
BNG(waveform-5000) (1) 2.4390243902439
BNG(zoo) (1) 94.444444444444
20_newsgroups.drift (1) 99.900199600798
meta_all.arff (1) 1.5873015873016
meta_batchincremental.arff (1) 1.5873015873016
meta_instanceincremental.arff (1) 1.5873015873016
meta_stream_intervals.arff (1) 1.3333333333333
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(heart-statlog) (1) 7.1428571428571
BNG(vehicle) (1) 5.2631578947368
BNG(hepatitis) (1) 70
BNG(vowel) (1) 28.571428571429
oil_spill (1) 2
scene (1) 2
spectrometer (1) 2.9126213592233
thyroid_sick (1) 76.666666666667
us_crime (1) 0
bridges (3) 76.923076923077
bridges (4) 100
hayes-roth (1) 20
BNG(breast-w) (1) 10
BNG(cmc) (1) 80
BNG(colic) (1) 69.565217391304
BNG(credit-a) (1) 62.5
BNG(page-blocks) (1) 9.0909090909091
Australian (1) 6.6666666666667
satellite_image (1) 0
Ailerons (1) 0
coil2000 (1) 0
libras_move (1) 0
isolet (1) 0.16181229773463
BNG(anneal) (1) 84.615384615385
BNG(anneal.ORIG) (2) 84.615384615385
BNG(letter) (2) 5.8823529411765
BNG(autos) (1) 42.307692307692
BNG(lymph) (1) 84.210526315789
echoMonths (1) 30
stock (1) 0
breastTumor (1) 80
puma8NH (1) 0
gascons (1) 0
cpu_small (1) 0
elusage (1) 33.333333333333
pwLinear (1) 0
machine_cpu (1) 0
fishcatch (1) 25
ozone_level (1) 98.630136986301
vowel (2) 23.076923076923
puma32H (1) 0
mammography (1) 14.285714285714
flags (1) 93.333333333333
ipums_la_98-small (1) 100
ipums_la_97-small (1) 100
tr45.wc (1) 0.012103606874849
oh15.wc (1) 0.032247662044502
tr11.wc (1) 0.015552099533437
tr23.wc (1) 0.017143836790674
new3s.wc (1) 0.0037267543696195
re0.wc (1) 0.034638032559751
oh0.wc (1) 0.031416902293434
la2s.wc (1) 0.008043111075364
re1.wc (1) 0.026602819898909
la1s.wc (1) 0.0075780539557442
tr12.wc (1) 0.017226528854436
wap.wc (1) 0.011818933932159
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) 100
SyskillWebert-BioMedical (1) 33.333333333333
JapaneseVowels (1) 6.6666666666667
SyskillWebert-Sheep (1) 33.333333333333
synthetic_control (1) 3.2258064516129
ipums_la_99-small (1) 100
SyskillWebert-Bands (1) 33.333333333333
selwood (1) 0
pah (1) 0
penning (1) 0
qsfsr1 (1) 0
qsprcmpx (1) 0
mtp2 (1) 0
squash-unstored (1) 16.666666666667
white-clover (1) 15.625
sponge (1) 100
aids (1) 60
webdata_wXa (1) 0.80645161290323
chembl1075021test1 (1) 0.096711798839458
monks-problems-1 (1) 100
monks-problems-3 (1) 100
SPECT (1) 100
grub-damage (1) 77.777777777778
pasture (1) 8.695652173913
squash-stored (1) 16
qsartox (1) 0
benzo32 (1) 0
uehling (1) 0
garrat (1) 0
doherty (1) 0
chang (1) 0
qsabr2 (1) 0
irish (1) 66.666666666667
analcatdata_broadwaymult (1) 62.5
cars (1) 33.333333333333
analcatdata_birthday (1) 75
analcatdata_authorship (1) 1.4084507042254
analcatdata_reviewer (1) 100
cjs (1) 8.5714285714286
analcatdata_marketing (1) 100
analcatdata_bankruptcy (1) 28.571428571429
collins (1) 16.666666666667
analcatdata_cyyoung9302 (1) 45.454545454545
prnn_viruses (1) 47.368421052632
analcatdata_creditscore (1) 57.142857142857
backache (1) 81.818181818182
confidence (1) 25
analcatdata_dmft (1) 100
profb (1) 50
qsabr1 (1) 0
qsbr_rw1 (1) 0
analcatdata_boxing2 (1) 100
prnn_crabs (1) 25
analcatdata_homerun (1) 53.571428571429
tecator (1) 0
analcatdata_gsssexsurvey (1) 50
nflpass (1) 14.285714285714
places (1) 10
analcatdata_vehicle (1) 80
plasma_retinol (1) 21.428571428571
arsenic-female-lung (1) 20
djdc0093 (1) 0
humandevel (1) 25
analcatdata_uktrainacc (1) 0
sleuth_ex1605 (1) 0
vinnie (2) 33.333333333333
autoMpg (2) 50
fri_c3_500_10 (2) 9.0909090909091
arsenic-male-bladder (2) 40
fri_c2_1000_5 (2) 16.666666666667
fri_c2_1000_10 (2) 9.0909090909091
ada_agnostic (1) 2.0408163265306
pc4 (1) 2.6315789473684
pc3 (1) 2.6315789473684
sylva_agnostic (1) 0.46082949308756
gina_agnostic (1) 0.10298661174047
analcatdata_bondrate (2) 66.666666666667
page-blocks (2) 9.0909090909091
mfeat-morphological (2) 14.285714285714
analcatdata_authorship (2) 1.4084507042254
AP_Endometrium_Colon (1) 0.0091432751211484
AP_Colon_Kidney (1) 0.0091432751211484
AP_Ovary_Lung (1) 0.0091432751211484
AP_Breast_Prostate (1) 0.0091432751211484
AP_Endometrium_Breast (1) 0.0091432751211484
AP_Breast_Omentum (1) 0.0091432751211484
AP_Uterus_Kidney (1) 0.0091432751211484
OVA_Lung (1) 0.0091432751211484
lymphoma_2classes (1) 0.024832381425379
lymphoma_9classes (1) 0.024832381425379
leukemia (1) 0.014025245441795
GCM (1) 0.0062250996015936
tumors_C (1) 0.014025245441795
KDDCup99_full (1) 19.047619047619
KDDCup09_upselling (1) 16.883116883117
teachingAssistant (1) 71.428571428571
MagicTelescope (1) 8.3333333333333
rsctc2010_1 (1) 0.0044875246813857
kc1 (1) 4.5454545454545
pc1 (1) 4.5454545454545
kc1-numeric (1) 0
jm1 (1) 4.5454545454545
humans_numeric (1) 0
OVA_Endometrium (1) 0.0091432751211484
AP_Colon_Omentum (1) 0.0091432751211484
AP_Breast_Colon (1) 0.0091432751211484
AP_Breast_Uterus (1) 0.0091432751211484
AP_Ovary_Kidney (1) 0.0091432751211484
AP_Breast_Lung (1) 0.0091432751211484
AP_Prostate_Ovary (1) 0.0091432751211484
AP_Endometrium_Lung (1) 0.0091432751211484
AP_Prostate_Lung (1) 0.0091432751211484
AP_Omentum_Ovary (1) 0.0091432751211484
AP_Breast_Kidney (1) 0.0091432751211484
OVA_Colon (1) 0.0091432751211484
AP_Lung_Kidney (1) 0.0091432751211484
AP_Endometrium_Uterus (1) 0.0091432751211484
pc1_req (1) 22.222222222222
BNG(spectf_test) (1) 2.2222222222222
BNG(satimage) (1) 2.7027027027027
BNG(wisconsin) (1) 0
BNG(cleveland) (1) 50
BNG(auto_price) (1) 6.25
Goteborg_52 (1) 20
BNG(solar-flare) (1) 100
BNG(spect_test) (1) 100
BNG(cpu_small) (1) 0
BNG(satellite_image) (1) 0
BNG(vowel) (2) 23.076923076923
BNG(SPECT) (1) 100
BNG(SPECTF) (1) 2.2222222222222
BNG(mv) (1) 27.272727272727
BNG(JapaneseVowels) (1) 6.6666666666667
Click_prediction_small (2) 8.3333333333333
Click_prediction_small (4) 8.3333333333333
Click_prediction_small (5) 8.3333333333333
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(elevators) (1) 0
BNG(stock) (1) 0
letter-challenge-labeled.arff (1) 5.8823529411765
Click_prediction_small (7) 8.3333333333333
nki70.arff (1) 5.1948051948052
QSAR-TID-12719 (1) 0.097465886939571
QSAR-TID-10928 (1) 0.097465886939571
QSAR-TID-100452 (1) 0.097465886939571
QSAR-TID-105654 (1) 0.097465886939571
QSAR-TID-102473 (1) 0.097465886939571
QSAR-TID-101036 (1) 0.097465886939571
QSAR-TID-11617 (1) 0.097465886939571
QSAR-TID-12037 (1) 0.097465886939571
QSAR-TID-12790 (1) 0.097465886939571
QSAR-TID-11260 (1) 0.097465886939571
QSAR-TID-20137 (1) 0.097465886939571
QSAR-TID-101179 (1) 0.097465886939571
QSAR-TID-17033 (1) 0.097465886939571
QSAR-TID-12013 (1) 0.097465886939571
QSAR-TID-19607 (1) 0.097465886939571
QSAR-TID-10971 (1) 0.097465886939571
QSAR-TID-10964 (1) 0.097465886939571
QSAR-TID-100071 (1) 0.097465886939571
QSAR-TID-19624 (1) 0.097465886939571
QSAR-TID-19907 (1) 0.097465886939571
QSAR-TID-101204 (1) 0.097465886939571
QSAR-TID-12077 (1) 0.097465886939571
QSAR-TID-11113 (1) 0.097465886939571
QSAR-TID-11056 (1) 0.097465886939571
QSAR-TID-102576 (1) 0.097465886939571
QSAR-TID-10438 (1) 0.097465886939571
QSAR-TID-143 (1) 0.097465886939571
QSAR-TID-10439 (1) 0.097465886939571
QSAR-TID-101349 (1) 0.097465886939571
QSAR-TID-10956 (1) 0.097465886939571
QSAR-TID-13000 (1) 0.097465886939571
QSAR-TID-100853 (1) 0.097465886939571
QSAR-TID-10614 (1) 0.097465886939571
QSAR-TID-8 (1) 0.097465886939571
QSAR-TID-10527 (1) 0.097465886939571
QSAR-TID-38 (1) 0.097465886939571
QSAR-TID-10300 (1) 0.097465886939571
QSAR-TID-11141 (1) 0.097465886939571
QSAR-TID-11019 (1) 0.097465886939571
QSAR-TID-102678 (1) 0.097465886939571
QSAR-TID-30016 (1) 0.097465886939571
QSAR-TID-100872 (1) 0.097465886939571
QSAR-TID-101433 (1) 0.097465886939571
QSAR-TID-101220 (1) 0.097465886939571
QSAR-TID-11000 (1) 0.097465886939571
QSAR-TID-103437 (1) 0.097465886939571
QSAR-TID-100942 (1) 0.097465886939571
QSAR-TID-12294 (1) 0.097465886939571
QSAR-TID-100917 (1) 0.097465886939571
QSAR-TID-101281 (1) 0.097465886939571
QSAR-TID-11606 (1) 0.097465886939571
QSAR-TID-10586 (1) 0.097465886939571
QSAR-TID-102578 (1) 0.097465886939571
QSAR-TID-101610 (1) 0.097465886939571
QSAR-TID-102391 (1) 0.097465886939571
QSAR-TID-12202 (1) 0.097465886939571
QSAR-TID-19639 (1) 0.097465886939571
QSAR-TID-102580 (1) 0.097465886939571
QSAR-TID-30025 (1) 0.097465886939571
QSAR-TID-103726 (1) 0.097465886939571
QSAR-TID-10580 (1) 0.097465886939571
QSAR-TID-10004 (1) 0.097465886939571
QSAR-TID-10477 (1) 0.097465886939571
QSAR-TID-12665 (1) 0.097465886939571
QSAR-TID-11534 (1) 0.097465886939571
QSAR-TID-104390 (1) 0.097465886939571
QSAR-TID-101183 (1) 0.097465886939571
QSAR-TID-11873 (1) 0.097465886939571
QSAR-TID-100186 (1) 0.097465886939571
QSAR-TID-17115 (1) 0.097465886939571
QSAR-TID-124 (1) 0.097465886939571
QSAR-TID-11409 (1) 0.097465886939571
QSAR-TID-10505 (1) 0.097465886939571
QSAR-TID-20166 (1) 0.097465886939571
QSAR-TID-12832 (1) 0.097465886939571
QSAR-TID-105 (1) 0.097465886939571
QSAR-TID-103095 (1) 0.097465886939571
QSAR-TID-12512 (1) 0.097465886939571
QSAR-TID-11006 (1) 0.097465886939571
QSAR-TID-102840 (1) 0.097465886939571
QSAR-TID-11522 (1) 0.097465886939571
QSAR-TID-100415 (1) 0.097465886939571
QSAR-TID-17052 (1) 0.097465886939571
QSAR-TID-100833 (1) 0.097465886939571
QSAR-TID-11720 (1) 0.097465886939571
QSAR-TID-99 (1) 0.097465886939571
QSAR-TID-12968 (1) 0.097465886939571
QSAR-TID-57 (1) 0.097465886939571
QSAR-TID-10403 (1) 0.097465886939571
QSAR-TID-101607 (1) 0.097465886939571
QSAR-TID-14070 (1) 0.097465886939571
QSAR-TID-101130 (1) 0.097465886939571
QSAR-TID-10441 (1) 0.097465886939571
QSAR-TID-12720 (1) 0.097465886939571
QSAR-TID-12449 (1) 0.097465886939571
QSAR-TID-12956 (1) 0.097465886939571
QSAR-TID-25 (1) 0.097465886939571
QSAR-TID-12919 (1) 0.097465886939571
QSAR-TID-102815 (1) 0.097465886939571
QSAR-TID-11188 (1) 0.097465886939571
QSAR-TID-11149 (1) 0.097465886939571
QSAR-TID-30019 (1) 0.097465886939571
QSAR-TID-10078 (1) 0.097465886939571
QSAR-TID-104430 (1) 0.097465886939571
QSAR-TID-10684 (1) 0.097465886939571
QSAR-TID-10222 (1) 0.097465886939571
QSAR-TID-12226 (1) 0.097465886939571
QSAR-TID-12831 (1) 0.097465886939571
QSAR-TID-10529 (1) 0.097465886939571
QSAR-TID-119 (1) 0.097465886939571
QSAR-TID-10331 (1) 0.097465886939571
QSAR-TID-64 (1) 0.097465886939571
QSAR-TID-11752 (1) 0.097465886939571
QSAR-TID-11119 (1) 0.097465886939571
QSAR-TID-102927 (1) 0.097465886939571
QSAR-TID-30033 (1) 0.097465886939571
QSAR-TID-103433 (1) 0.097465886939571
QSAR-TID-30029 (1) 0.097465886939571
QSAR-TID-100052 (1) 0.097465886939571
QSAR-TID-17074 (1) 0.097465886939571
QSAR-TID-12299 (1) 0.097465886939571
QSAR-TID-100790 (1) 0.097465886939571
QSAR-TID-18033 (1) 0.097465886939571
QSAR-TID-10651 (1) 0.097465886939571
QSAR-TID-12214 (1) 0.097465886939571
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autoUniv-au1-1000 (1) 4.7619047619048
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