Measure

PercentageOfSymbolicFeatures

Percentage of nominal attributes.

Value per dataset

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
balance-scale (1) 20
mfeat-factors (1) 0.46082949308756
breast-cancer (1) 100
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
ionosphere (1) 2.8571428571429
waveform-5000 (1) 2.4390243902439
zoo (1) 94.444444444444
BNG(anneal,nominal,1000000) (1) 100
anneal (1) 84.615384615385
kr-vs-kp (1) 100
labor (1) 52.941176470588
letter (1) 5.8823529411765
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
pendigits (1) 5.8823529411765
cylinder-bands (1) 55
postoperative-patient-data (1) 100
dermatology (1) 97.142857142857
segment (1) 5
diabetes (1) 11.111111111111
sick (1) 76.666666666667
ecoli (1) 12.5
sonar (1) 1.6393442622951
glass (1) 10
soybean (1) 100
haberman (1) 50
spambase (1) 1.7241379310345
hayes-roth_test (1) 20
splice (1) 100
hayes-roth_train (1) 20
tae (1) 50
heart-c (1) 57.142857142857
tic-tac-toe (1) 100
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(glass,nominal,137781) (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
wine (1) 7.1428571428571
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
wine_quality (1) 0
ipums_la_98-small (1) 100
ipums_la_97-small (1) 100
tr45.wc (1) 0.012103606874849
tr21.wc (1) 0.012653422750854
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
vehicle_sensIT (1) 0.99009900990099
chembl1075021test1 (1) 0.096711798839458
monks-problems-1 (1) 100
monks-problems-3 (1) 100
SPECT (1) 100
SPECTF (1) 2.2222222222222
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
schizo (1) 20
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
mnist_784 (1) 0.12738853503185
humandevel (1) 25
analcatdata_uktrainacc (1) 0
sleuth_ex1605 (1) 0
analcatdata_gsssexsurvey (2) 60
analcatdata_gviolence (2) 20
vinnie (2) 33.333333333333
autoMpg (2) 50
houses (2) 11.111111111111
fri_c1_100_5 (2) 16.666666666667
fri_c3_500_10 (2) 9.0909090909091
splice (2) 100
molecular-biology_promoters (2) 100
segment (2) 5
nursery (2) 100
visualizing_soil (2) 40
hutsof99_child_witness (2) 5.8823529411765
visualizing_hamster (2) 16.666666666667
echoMonths (2) 40
arsenic-male-bladder (2) 40
quake (4) 25
fri_c0_1000_50 (2) 1.9607843137255
fri_c2_250_5 (2) 16.666666666667
fri_c2_1000_5 (2) 16.666666666667
fri_c2_1000_10 (2) 9.0909090909091
mbagrade (2) 66.666666666667
fri_c0_500_50 (2) 1.9607843137255
gina_prior2 (1) 0.12738853503185
ada_agnostic (1) 2.0408163265306
kc1-top5 (1) 1.0526315789474
mozilla4 (1) 16.666666666667
pc4 (1) 2.6315789473684
pc3 (1) 2.6315789473684
ESL (2) 0
sylva_agnostic (1) 0.46082949308756
gina_agnostic (1) 0.10298661174047
hiva_agnostic (1) 0.061804697156984
sponge (2) 100
primary-tumor (2) 100
bridges (5) 76.923076923077
analcatdata_broadway (2) 70
kdd_ipums_la_97-small (1) 45.901639344262
prnn_fglass (2) 10
analcatdata_bondrate (2) 66.666666666667
hypothyroid (2) 76.666666666667
heart-c (2) 57.142857142857
collins (2) 16.666666666667
vowel (3) 28.571428571429
arrhythmia (2) 26.428571428571
ipums_la_99-small (2) 73.684210526316
page-blocks (2) 9.0909090909091
mfeat-pixel (2) 100
grub-damage (2) 77.777777777778
SWD (1) 0
LEV (1) 0
ERA (1) 0
mfeat-morphological (2) 14.285714285714
cars (2) 33.333333333333
analcatdata_authorship (2) 1.4084507042254
autos (2) 42.307692307692
optdigits (2) 1.5384615384615
AP_Prostate_Uterus (1) 0.0091432751211484
AP_Omentum_Lung (1) 0.0091432751211484
AP_Endometrium_Colon (1) 0.0091432751211484
OVA_Kidney (1) 0.0091432751211484
AP_Colon_Prostate (1) 0.0091432751211484
AP_Lung_Uterus (1) 0.0091432751211484
AP_Colon_Kidney (1) 0.0091432751211484
OVA_Uterus (1) 0.0091432751211484
OVA_Omentum (1) 0.0091432751211484
AP_Ovary_Lung (1) 0.0091432751211484
badges2 (1) 33.333333333333
AP_Breast_Prostate (1) 0.0091432751211484
AP_Endometrium_Breast (1) 0.0091432751211484
AP_Omentum_Uterus (1) 0.0091432751211484
AP_Omentum_Prostate (1) 0.0091432751211484
AP_Colon_Lung (1) 0.0091432751211484
AP_Breast_Omentum (1) 0.0091432751211484
OVA_Breast (1) 0.0091432751211484
AP_Uterus_Kidney (1) 0.0091432751211484
OVA_Lung (1) 0.0091432751211484
lymphoma_2classes (1) 0.024832381425379
lymphoma_9classes (1) 0.024832381425379
yeast_gene (1) 0
leukemia (1) 0.014025245441795
GCM (1) 0.0062250996015936
tumors_C (1) 0.014025245441795
lymphoma_11classes (1) 0.024832381425379
KDDCup99_full (1) 19.047619047619
anthracyclineTaxaneChemotherapy (1) 0.0016297262059974
ovarianTumour (1) 0.0018307641609608
hepatitisC (1) 0.0018307641609608
variousCancers_final (1) 0.001828956031897
USCrime (1) 0
KDDCup09_appetency (1) 16.883116883117
KDDCup09_churn (1) 16.883116883117
KDDCup99 (1) 19.047619047619
KDDCup09_upselling (1) 16.883116883117
teachingAssistant (1) 71.428571428571
musk (1) 1.7647058823529
desharnais (2) 7.6923076923077
chess (1) 87.5
adult-census (1) 56.25
MagicTelescope (1) 8.3333333333333
mw1 (1) 2.6315789473684
qqdefects_numeric (1) 90.322580645161
jEdit_4.0_4.2 (1) 11.111111111111
desharnais (1) 8.3333333333333
datatrieve (1) 11.111111111111
nasa_numeric (1) 83.333333333333
rsctc2010_1 (1) 0.0044875246813857
rsctc2010_2 (1) 0.0044875246813857
rsctc2010_3 (1) 0.0044887332794685
rsctc2010_4 (1) 0.001828956031897
ar6 (1) 3.3333333333333
kc3 (1) 2.5
kc1 (1) 4.5454545454545
pc1 (1) 4.5454545454545
pc2 (1) 2.7027027027027
kc1-numeric (1) 0
jm1 (1) 4.5454545454545
cm1_req (1) 22.222222222222
mc1 (1) 2.5641025641026
humans_numeric (1) 0
ar1 (1) 3.3333333333333
Acorns (1) 40
Cereals (1) 18.75
FacultySalaries (1) 16.666666666667
ICU (1) 0
EgyptianSkulls (1) 0
AP_Endometrium_Prostate (1) 0.0091432751211484
OVA_Endometrium (1) 0.0091432751211484
AP_Colon_Omentum (1) 0.0091432751211484
AP_Prostate_Kidney (1) 0.0091432751211484
AP_Breast_Colon (1) 0.0091432751211484
OVA_Prostate (1) 0.0091432751211484
AP_Omentum_Kidney (1) 0.0091432751211484
AP_Breast_Uterus (1) 0.0091432751211484
AP_Ovary_Kidney (1) 0.0091432751211484
AP_Breast_Lung (1) 0.0091432751211484
AP_Endometrium_Omentum (1) 0.0091432751211484
AP_Prostate_Ovary (1) 0.0091432751211484
AP_Colon_Ovary (1) 0.0091432751211484
AP_Endometrium_Lung (1) 0.0091432751211484
AP_Prostate_Lung (1) 0.0091432751211484
AP_Omentum_Ovary (1) 0.0091432751211484
AP_Endometrium_Kidney (1) 0.0091432751211484
AP_Breast_Kidney (1) 0.0091432751211484
AP_Endometrium_Ovary (1) 0.0091432751211484
AP_Colon_Uterus (1) 0.0091432751211484
OVA_Colon (1) 0.0091432751211484
AP_Ovary_Uterus (1) 0.0091432751211484
AP_Lung_Kidney (1) 0.0091432751211484
AP_Endometrium_Uterus (1) 0.0091432751211484
AP_Breast_Ovary (1) 0.0091432751211484
OVA_Ovary (1) 0.0091432751211484
pc1_req (1) 22.222222222222
airlines (1) 62.5
BNG(spectf_test) (1) 2.2222222222222
BNG(adult) (1) 86.666666666667
BNG(satimage) (1) 2.7027027027027
BNG(baseball) (1) 11.764705882353
BNG(wine) (1) 7.1428571428571
BNG(eucalyptus) (1) 30
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
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(vowel) (2) 23.076923076923
BNG(puma32H) (1) 0
BNG(SPECT) (1) 100
BNG(SPECTF) (1) 2.2222222222222
BNG(mv) (1) 27.272727272727
BNG(JapaneseVowels) (1) 6.6666666666667
Click_prediction_small (1) 8.3333333333333
Click_prediction_small (2) 8.3333333333333
Click_prediction_small (3) 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(2dplanes) (1) 0
BNG(elevators) (1) 0
BNG(echoMonths) (1) 30
BNG(stock) (1) 0
letter-challenge-unlabeled.arff (1) 5.8823529411765
letter-challenge-labeled.arff (1) 5.8823529411765
Click_prediction_small (7) 8.3333333333333
Click_prediction_small (6) 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
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