Measure

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

Value per dataset

BNG(credit-a,nominal,1000000) (1)
BNG(page-blocks,nominal,295245) (1)
BNG(credit-g,nominal,1000000) (1)
BNG(pendigits,nominal,1000000) (1)
BNG(cylinder-bands,nominal,1000000) (1)
BNG(dermatology,nominal,1000000) (1)
BNG(segment) (1)
balance-scale (1) 0
mfeat-factors (1) 0.86307053071391
breast-cancer (1)
mfeat-fourier (1) 1.0299855346493
breast-w (1) 3.5606578444953
mfeat-karhunen (1) 0.41872204809567
bridges (1) 1.7361494689592
mfeat-morphological (1) 1.0084830014757
bridges (2)
mfeat-pixel (1)
BNG(anneal.ORIG,nominal,1000000) (1)
BNG(kr-vs-kp) (1)
BNG(labor,nominal,1000000) (1)
BNG(letter,nominal,1000000) (1)
BNG(autos,nominal,1000000) (1)
BNG(lymph,nominal,1000000) (1)
BNG(breast-cancer,nominal,1000000) (1)
BNG(mfeat-fourier,nominal,1000000) (1)
heart-h (1) 1.5488244196598
trains (1)
heart-statlog (1) 1.991970558993
vehicle (1) 6.778393619109
hepatitis (1) 3.1785663703756
vote (1)
hypothyroid (1) 13.882652755042
vowel (1) 0.35706042212104
ionosphere (1) 0.11264599740176
waveform-5000 (1) 0.27203710732311
zoo (1) 0.13942710182441
BNG(anneal,nominal,1000000) (1)
anneal (1) 3.7616019689157
kr-vs-kp (1)
labor (1) 3.3180638457844
letter (1) 1.1599750154236
audiology (1)
liver-disorders (1) 3.0634986423559
autos (1) 2.6108624576152
BNG(mfeat-karhunen,nominal,1000000) (1)
BNG(bridges_version1,nominal,1000000) (1)
BNG(bridges_version2,nominal,1000000) (1)
BNG(mfeat-zernike,nominal,1000000) (1)
BNG(cmc,nominal,55296) (1)
BNG(mushroom) (1)
pendigits (1) 0.94826468311221
cylinder-bands (1) 11.529524541398
postoperative-patient-data (1)
dermatology (1) 0.07335210626078
segment (1) 16.90093525487
diabetes (1) 2.2722508584316
sick (1) 13.882652755042
ecoli (1) 18.330302779823
sonar (1) 3.4016974370591
glass (1) 6.551648309605
soybean (1)
haberman (1) 2.9838229044308
hayes-roth_test (1) 0.18104870125017
splice (1)
hayes-roth_train (1) 0.7466455482245
tae (1) 0.8701667338818
heart-c (1) 1.269719930602
tic-tac-toe (1)
colic (1) 1.5805300451079
nursery (1)
colic (2) 1.5805300451079
optdigits (1) 52.995277771384
credit-approval (1) 13.140655014445
page-blocks (1) 67.42540616199
car (1)
mfeat-zernike (1) 1.7945995145373
cmc (1) 1.0990139461061
BNG(vehicle,nominal,1000000) (1)
BNG(hepatitis,nominal,1000000) (1)
BNG(vote) (1)
BNG(hypothyroid,nominal,1000000) (1)
BNG(vowel,nominal,1000000) (1)
BNG(ionosphere) (1)
BNG(waveform-5000,nominal,1000000) (1)
BNG(zoo,nominal,1000000) (1)
CovPokElec (1) 3.2953371440797
covertype (3) 1.7902468317408
BNG(sick,nominal,1000000) (1)
BNG(sonar,nominal,1000000) (1)
BNG(glass,nominal,137781) (1)
BNG(soybean) (1)
BNG(spambase) (1)
BNG(heart-c,nominal,1000000) (1)
BNG(tic-tac-toe) (1)
BNG(heart-h,nominal,1000000) (1)
BNG(trains) (1)
BNG(heart-statlog,nominal,1000000) (1)
primary-tumor (1)
shuttle-landing-control (1)
solar-flare (1)
solar-flare (2)
spect_test (1)
spect_train (1)
spectf_test (1) -0.893214641549
spectf_train (1) 0.10947816671107
adult (1) 1.4388918785218
yeast (1) 10.276883707764
satimage (1) 0.91949549901627
abalone (1) 3.1288173790658
kropt (1)
braziltourism (1) 3.0706116155425
wine (1) 1.0981910547552
eucalyptus (1) 27.10927084623
kin8nm (1) 0.09030755456145
mbagrade (1) 0.053011366895483
wisconsin (1) 3.9015745866137
cleveland (1) 1.269719930602
auto_price (1) 2.7102416996659
autoMpg (1) 1.0873262824049
cpu_act (1) 21.542019683245
delta_elevators (1) 0.15585894727616
fruitfly (1) 1.5903052309118
pbc (1) 3.4085258557214
SEA(50) (1) 0.00010295054591335
lung-cancer (1)
molecular-biology_promoters (1)
monks-problems-1_test (1)
monks-problems-1_train (1)
monks-problems-2_test (1)
monks-problems-2_train (1)
monks-problems-3_test (1)
monks-problems-3_train (1)
Hyperplane_10_1E-3 (1) 0.00049099247689993
Hyperplane_10_1E-4 (1) 0.00049099247689993
LED(50000) (1)
pokerhand (1) 1.2430699025732
RandomRBF_0_0 (1) 0.26196321908662
RandomRBF_10_1E-3 (1) 0.2848970561505
RandomRBF_10_1E-4 (1) 0.28649258319732
RandomRBF_50_1E-3 (1) 0.0034195615780593
RandomRBF_50_1E-4 (1) 0.0051919157984722
pol (1) 11.618472351028
lowbwt (1) 1.402006797565
cholesterol (1) 1.269719930602
sleep (1) 6.5636080628338
triazines (1) 13.638181696986
autoPrice (1) 2.7102416996659
detroit (1) 1.0277105820503
quake (1) 3.2759523852397
cloud (1) 2.1991167086635
longley (1) 0.31891198064885
diabetes_numeric (1) -0.23448445693341
pharynx (1) 1.0597484428592
baskball (1) 0.44324641540984
2dplanes (1) 0.010294939688593
elevators (1) 103.70687088536
pyrim (1) 5.9547233229209
house_8L (1) 74.16685526289
BNG(waveform-5000) (1) 0.27087904683012
BNG(zoo) (1) 0.29657249384923
20_newsgroups.drift (1)
meta_all.arff (1) 8.4261497731764
meta_batchincremental.arff (1) 8.6023252670426
meta_instanceincremental.arff (1) 8.6023252670426
meta_stream_intervals.arff (1) 36.624544887444
BNG(pendigits) (1) 0.9271790287658
BNG(cylinder-bands) (1) 9.8392964888804
BNG(dermatology) (1) 0.087688139091471
BNG(sonar) (1) 2.0784922320224
BNG(glass) (1) 2.9785793361816
BNG(heart-c) (1) 1.1732777467473
BNG(heart-statlog) (1) 1.950340044075
BNG(vehicle) (1) 2.2094084914112
BNG(hepatitis) (1) 2.3818720649508
BNG(vowel) (1) 0.35068499603427
oil_spill (1) 21.512609549546
scene (1) 7.3144094087993
spectrometer (1) 15.423172491943
thyroid_sick (1) 13.882652755042
us_crime (1) 7.4720308646962
bridges (3) 1.7361494689592
bridges (4)
hayes-roth (1) 0.6520274751287
BNG(breast-w) (1) 3.5197250758166
BNG(cmc) (1) 1.0102928742961
BNG(colic) (1) 2.8369444435817
BNG(credit-a) (1) 2.868682278372
BNG(page-blocks) (1) 4.0385197656303
Australian (1) 13.140655014446
satellite_image (1) 0.91870908369884
Ailerons (1) 2.3661880328928
coil2000 (1) 39.361015391859
libras_move (1) 0.1919951286035
isolet (1) 10.771901703246
BNG(anneal) (1) 2.9738682985849
BNG(anneal.ORIG) (2) 3.0499300074856
BNG(letter) (2) 1.0178773893347
BNG(autos) (1) 2.5830370522826
BNG(lymph) (1) 4.4117113766933
echoMonths (1) 1.4192704166282
stock (1) 0.74726806155753
breastTumor (1) 0.056228847238849
puma8NH (1) 0.018377785652211
gascons (1) 1.1668770525409
cpu_small (1) 13.897852242775
elusage (1) 0.88801538496147
pwLinear (1) 0.22162053414123
machine_cpu (1) 4.0273328656526
fishcatch (1) 1.0982218191302
ozone_level (1) 5.6397682836189
vowel (2) 0.35706042212104
puma32H (1) 0.025773471625597
mammography (1) 8.8939659537053
flags (1) 8.5695798268145
wine_quality (1) 5.3998277319702
ipums_la_98-small (1)
ipums_la_97-small (1)
tr45.wc (1) 26.261127761583
tr21.wc (1) 18.324931988896
oh15.wc (1) 29.86694917359
tr11.wc (1) 20.344039188375
tr23.wc (1) 14.282737594492
new3s.wc (1) 97.745587016452
re0.wc (1) 37.895314802241
oh0.wc (1) 30.357309082449
la2s.wc (1) 55.293931472499
re1.wc (1) 39.918112447136
la1s.wc (1) 56.519350389819
tr12.wc (1) 17.691806012954
wap.wc (1) 39.001773969412
yokohoma1 (1) 3.605551275464
mtp (1) 40.641225519092
qsbr_y2 (1) 1.7066762098861
krystek (1) 5.4772255750517
depreux (1) 5.0990195135928
pdgfr (1) 8.8881944173156
carbolenes (1) 6.0827625302982
garrat2 (1) 3.7416573867739
siddiqi (1) 3.1622776601684
thompson (1) 2.8284271247462
yprop_4_1 (1) 94.26027795416
tsutumi (1) 3.605551275464
strupcz (1) 5.8309518948453
cristalli (1) 5.6568542494924
internet_usage (1)
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 1.6968856421616
SyskillWebert-Sheep (1)
synthetic_control (1) 0.93377330909941
ipums_la_99-small (1)
SyskillWebert-Bands (1)
selwood (1) 5.2677450576447
pah (1) 7.1067865526013
penning (1) 3.605551275464
qsfsr1 (1) 2.3817128957786
qsprcmpx (1) 4.6749684694888
mtp2 (1) 16.552945357247
squash-unstored (1) 0.9230629482945
white-clover (1) 6.0885307539128
sponge (1)
aids (1) 2.6963432913806
webdata_wXa (1) 192.28624495796
vehicle_sensIT (1) 7.9834362085462
chembl1075021test1 (1) 5.9160797830996
monks-problems-1 (1)
monks-problems-3 (1)
SPECT (1)
SPECTF (1) -0.89841965004228
grub-damage (1) 0.5448411693931
pasture (1) 2.2233624805915
squash-stored (1) 0.96812796036928
qsartox (1) 1.6278476169413
benzo32 (1) 1.6668112917567
uehling (1) 3
garrat (1) 3.1622776601684
doherty (1) 2.4494897427832
chang (1) 5.8309518948453
qsabr2 (1) 1.0717146705209
irish (1) 0.44614225860054
analcatdata_broadwaymult (1) 0.28581708735572
cars (1) 1.0340794277031
analcatdata_birthday (1) -0.33144555472119
analcatdata_authorship (1) 4.0871867368051
analcatdata_reviewer (1)
cjs (1) 6.5277310169861
analcatdata_marketing (1)
analcatdata_bankruptcy (1) 4.6537614379216
collins (1) 4.2204698259305
analcatdata_cyyoung9302 (1) 0.67831973382303
prnn_viruses (1) 1.5686830623128
analcatdata_creditscore (1) 3.2908179258774
backache (1) 0.78290867247664
schizo (1) 0.30199316464702
confidence (1) 0.86187908514024
analcatdata_dmft (1)
profb (1) 0.84741340948153
qsabr1 (1) 1.411161839953
qsbr_rw1 (1) 1.6544472693713
analcatdata_boxing2 (1)
prnn_crabs (1) 0.025954345408954
analcatdata_homerun (1) 1.0554371885088
tecator (1) 1.6882280352459
analcatdata_gsssexsurvey (1) 2.910119060175
nflpass (1) 2.1383194837506
places (1) 5.9781824810699
analcatdata_vehicle (1) 0.93432624459826
plasma_retinol (1) 13.823045949209
arsenic-female-lung (1) 9.6772778113906
djdc0093 (1) 2.3510676301356
mnist_784 (1) 264.57513110808
humandevel (1) 0
analcatdata_uktrainacc (1) 4.0293178288606
sleuth_ex1605 (1) 0.23909404159065
analcatdata_gsssexsurvey (2) 2.910119060175
analcatdata_gviolence (2) 2.2766958516113
vinnie (2) 0.1977009806668
autoMpg (2) 1.0873262824049
houses (2) 4.9358582267271
fri_c1_100_5 (2) 0.38171561529731
fri_c3_500_10 (2) 1.2851944777451
splice (2)
nursery (2)
visualizing_soil (2) 0.56159521840026
visualizing_hamster (2) 1.4716868225502
arsenic-male-bladder (2) 9.6259879071652
quake (4) 3.2759523852397
fri_c0_1000_50 (2) 0.084207052221133
fri_c2_250_5 (2) 0.56516633642946
fri_c2_1000_5 (2) 0.6665959622155
fri_c2_1000_10 (2) 0.74146299667309
mbagrade (2) 0.053011366895483
fri_c0_500_50 (2) 0.11946427559952
gina_prior2 (1) 58.889727457364
ada_agnostic (1) 67.542579163072
kc1-top5 (1) 8.4249106909929
mozilla4 (1) 5.892621234394
pc4 (1) 25.483851976425
pc3 (1) 30.48899351715
ESL (2) -0.10017959106232
sylva_agnostic (1) 119.97916485789
gina_agnostic (1) 16.117570572035
sponge (2)
primary-tumor (2)
bridges (5) 1.7361494689592
analcatdata_broadway (2) 0.28895981746526
kdd_ipums_la_97-small (1) 41.556232457456
prnn_fglass (2) 6.5516483096049
analcatdata_bondrate (2) 3.5746987110846
hypothyroid (2) 13.882652755042
heart-c (2) 1.269719930602
collins (2) 4.2204698259305
arrhythmia (2) 21.260291625469
ipums_la_99-small (2) 6.1188453457315
page-blocks (2) 67.42540616199
mfeat-pixel (2)
grub-damage (2) 0.5448411693931
LEV (1) 0.22643589599541
ERA (1) 0.30427988766108
mfeat-morphological (2) 1.0084830014757
cars (2) 1.0340794277031
analcatdata_authorship (2) 4.0871867368051
optdigits (2) 52.995277771384
AP_Prostate_Uterus (1) 13.876218404203
AP_Omentum_Lung (1) 14.237897578278
AP_Endometrium_Colon (1) 18.616630443678
OVA_Kidney (1) 39.193636832209
AP_Colon_Prostate (1) 18.827098913739
AP_Lung_Uterus (1) 15.799247747447
AP_Colon_Kidney (1) 23.362574616609
OVA_Uterus (1) 39.19363683221
OVA_Omentum (1) 39.193636832209
AP_Ovary_Lung (1) 17.979947725007
badges2 (1) 1.6172153914668
AP_Breast_Prostate (1) 20.319771888744
AP_Endometrium_Breast (1) 20.122191238702
AP_Omentum_Uterus (1) 14.170336128891
AP_Omentum_Prostate (1) 12.076240635063
AP_Colon_Lung (1) 20.290004413801
AP_Breast_Omentum (1) 20.51577316844
OVA_Breast (1) 39.19363683221
AP_Uterus_Kidney (1) 19.585268046822
OVA_Lung (1) 39.193636832209
lymphoma_2classes (1) 4.7874665266139
lymphoma_9classes (1) 3.8006127275247
yeast_gene (1) 4.1231056256177
leukemia (1) 8.4812987222857
GCM (1) 13.682828277233
tumors_C (1) 7.6804107026711
lymphoma_11classes (1) 3.8006127275247
KDDCup99_full (1) 1807.5672168235
anthracyclineTaxaneChemotherapy (1) 11.720511683341
ovarianTumour (1) 14.868932319612
hepatitisC (1) 14.868932319612
variousCancers_final (1) 8.3207833374895
USCrime (1) 1.9787412574438
KDDCup09_appetency (1) 148.08267504555
KDDCup09_churn (1) 148.08267504555
KDDCup99 (1) 699.21244334703
KDDCup09_upselling (1) 148.08267504555
teachingAssistant (1) 0.49830596469804
musk (1) 6.3182529438298
desharnais (2) 2.2864370005553
chess (1)
adult-census (1) 11.953847687706
MagicTelescope (1) 3.3716279807755
mw1 (1) 7.2971290685509
qqdefects_numeric (1) 1.7365819913867
jEdit_4.0_4.2 (1) 9.0666025860461
desharnais (1) 2.2864370005553
datatrieve (1) 2.0574514255877
nasa_numeric (1) 4.2570471575708
rsctc2010_1 (1) 9.4049577063823
rsctc2010_2 (1) 9.4049577063823
rsctc2010_3 (1) 4.5557514278595
rsctc2010_4 (1) 10.222079247608
ar6 (1) 7.0404143547997
kc1 (1) 8.7890341498958
pc1 (1) 18.550221072781
pc2 (1) 45.842820199453
kc1-numeric (1) 8.4249106909929
jm1 (1) 46.212151210445
cm1_req (1) 6.5548293304602
mc1 (1) 67.260348689452
humans_numeric (1) 6.793355345721
ar1 (1) 6.4859900578975
Acorns (1) 2.125972637948
Cereals (1) 2.4637037869955
FacultySalaries (1) 1.2555462968012
ICU (1) 4.1607541057052
AP_Endometrium_Prostate (1) 11.392330448947
OVA_Endometrium (1) 39.193636832209
AP_Colon_Omentum (1) 19.040619621113
AP_Prostate_Kidney (1) 18.128395852106
AP_Breast_Colon (1) 25.095278177851
OVA_Prostate (1) 39.19363683221
AP_Omentum_Kidney (1) 18.347096136837
AP_Breast_Uterus (1) 21.630372682148
AP_Ovary_Kidney (1) 21.393738890327
AP_Breast_Lung (1) 21.66594291103
AP_Endometrium_Omentum (1) 11.743422584473
AP_Prostate_Ovary (1) 16.337424631848
AP_Colon_Ovary (1) 21.989029423675
AP_Endometrium_Lung (1) 13.66561494832
AP_Prostate_Lung (1) 13.953279505027
AP_Omentum_Ovary (1) 16.580705148625
AP_Endometrium_Kidney (1) 17.906999733585
AP_Breast_Kidney (1) 24.571743933127
AP_Endometrium_Ovary (1) 16.091225576319
AP_Colon_Uterus (1) 20.233622689861
OVA_Colon (1) 39.19363683221
AP_Ovary_Uterus (1) 17.941167216704
AP_Lung_Kidney (1) 19.637034102082
AP_Endometrium_Uterus (1) 13.580677573339
AP_Breast_Ovary (1) 23.26826260291
OVA_Ovary (1) 39.19363683221
pc1_req (1) 12.106400866972
airlines (1) 1.493904526567
BNG(spectf_test) (1) -0.74044194101308
BNG(adult) (1) 1.0048444077396
BNG(satimage) (1) 0.88574645045192
BNG(baseball) (1) 2.0125753186617
BNG(wine) (1) 1.006028407956
BNG(eucalyptus) (1) 9.1036827548603
BNG(wisconsin) (1) 2.1111336296309
BNG(cleveland) (1) 1.1856989014647
BNG(auto_price) (1) 2.5910733969303
BNG(cpu_act) (1) 5.7553283377513
Goteborg_52 (1) 4.9791570437712
BNG(primary-tumor) (1)
BNG(solar-flare) (1)
BNG(solar-flare) (1)
BNG(spect_test) (1)
BNG(breastTumor) (1) 0.063982733873507
BNG(cpu_small) (1) 3.5243411313629
BNG(pwLinear) (1) 0.19912850673404
BNG(wine_quality) (1) 2.2356382677087
BNG(Australian) (1) 3.0311209761408
BNG(satellite_image) (1) 0.87028362092702
BNG(Ailerons) (1) 14.012026408234
BNG(libras_move) (1) 0.19767387607776
BNG(vowel) (2) 0.34937811710128
BNG(puma32H) (1) 0.026158538509075
BNG(SPECT) (1)
BNG(SPECTF) (1) -0.70400473041824
BNG(mv) (1) 0.95867358368893
BNG(JapaneseVowels) (1) 1.4115078797284
Click_prediction_small (1) 796.59886927334
Click_prediction_small (2) 351.3894309769
Click_prediction_small (4) 213.59687935187
Click_prediction_small (5) 159.06161152293
BNG(pbc) (1) 2.6677953599427
BNG(autoHorse) (1) 2.5837861629969
BNG(lowbwt) (1) 1.224283697218
BNG(cholesterol) (1) 1.153790849086
BNG(autoPrice) (1) 2.5897961228329
BNG(pharynx) (1) 1.0431458306441
BNG(2dplanes) (1) 0.021613005359757
BNG(elevators) (1) 56.579506482173
BNG(echoMonths) (1) 1.2274221646625
BNG(stock) (1) 0.76633944271113
letter-challenge-unlabeled.arff (1) 1.1599750154236
letter-challenge-labeled.arff (1) 1.1599750154236
Click_prediction_small (7) 213.59647833788
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nki70.arff (1) 1.9486167818296
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