Measure

MeanSkewnessOfNumericAtts

Mean 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) 0.027560516903782
breast-cancer (1)
mfeat-fourier (1) 0.54470068358428
breast-w (1) 1.4774886667311
mfeat-karhunen (1) -0.0042856626077368
bridges (1) 0.96723190419995
mfeat-morphological (1) 0.53156718434474
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) 0.6698600136133
trains (1)
heart-statlog (1) 0.42696309072772
vehicle (1) 1.0415777283623
hepatitis (1) 1.2819111669653
vote (1)
hypothyroid (1) 3.5691918824691
vowel (1) 0.091115272850625
ionosphere (1) -0.58447364472004
waveform-5000 (1) 0.035468273624267
zoo (1) 0.13942710182441
BNG(anneal,nominal,1000000) (1)
anneal (1) 2.0269825910719
kr-vs-kp (1)
labor (1) 0.2550756866595
letter (1) 0.29029703410185
audiology (1)
liver-disorders (1) 1.6886196204362
autos (1) 0.79958146302128
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) -0.039196082120308
cylinder-bands (1) 1.1927454607437
postoperative-patient-data (1)
dermatology (1) 0.07335210626078
segment (1) 3.3209588546592
diabetes (1) 0.52924612893752
sick (1) 3.5691918824691
ecoli (1) 3.6055010492684
sonar (1) 0.96721964878275
glass (1) 1.6525943876045
soybean (1)
haberman (1) 1.5651639804605
hayes-roth_test (1) 0.18104870125017
splice (1)
hayes-roth_train (1) 0.55998416116837
tae (1) 0.45338663127535
heart-c (1) 0.59524554479607
tic-tac-toe (1)
colic (1) 0.70545892721208
nursery (1)
colic (2) 0.70545892721208
optdigits (1) 5.4511856593754
credit-approval (1) 4.4238671435787
page-blocks (1) 14.71145196752
car (1)
mfeat-zernike (1) 0.79083007647476
cmc (1) 0.67773157579399
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) 0.27236476025273
covertype (3) 0.27860504710583
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) -1.7558723498706
spectf_train (1) -1.6211128977575
adult (1) 0.56118351093045
yeast (1) 2.9128273036578
satimage (1) 0.040460233851003
abalone (1) 0.62036877561761
kropt (1)
braziltourism (1) 1.1146964673081
wine (1) 0.35016849842021
eucalyptus (1) 2.5514530161152
kin8nm (1) 0.0078797746243602
mbagrade (1) -0.057590016893579
wisconsin (1) 1.1205560281472
cleveland (1) 0.65894232960268
auto_price (1) 0.72717255746587
autoMpg (1) 0.61477542958515
cpu_act (1) 4.9976702657136
delta_elevators (1) -0.038789373150091
fruitfly (1) 0.31354304338131
pbc (1) 1.6670924428187
SEA(50) (1) -0.00066782369631173
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) -0.00059592261311516
Hyperplane_10_1E-4 (1) -0.00059592261311516
LED(50000) (1)
pokerhand (1) 0.0025903719486068
RandomRBF_0_0 (1) -0.032679368264461
RandomRBF_10_1E-3 (1) -0.032197722847879
RandomRBF_10_1E-4 (1) -0.02774809329045
RandomRBF_50_1E-3 (1) -0.0038930242951962
RandomRBF_50_1E-4 (1) -0.022867557018133
pol (1) 4.6369937492773
lowbwt (1) 0.63800642125136
cholesterol (1) 0.65894232960268
sleep (1) 2.102551660937
triazines (1) 3.1949787679526
autoPrice (1) 0.68765866851411
detroit (1) 0.27136164725936
quake (1) 0.94055726470357
cloud (1) 1.5632200452605
longley (1) -0.027450630074468
diabetes_numeric (1) -0.57126540831781
pharynx (1) 0.51651983116184
baskball (1) -0.020714136177927
2dplanes (1) -0.0041709639843532
elevators (1) 9.3533250203653
pyrim (1) 1.9296523303387
house_8L (1) 10.629233314382
BNG(waveform-5000) (1) 0.034165363144921
BNG(zoo) (1) 0.29657249384923
20_newsgroups.drift (1)
meta_all.arff (1) 1.7158412074671
meta_batchincremental.arff (1) 1.7470666906248
meta_instanceincremental.arff (1) 1.7470666906248
meta_stream_intervals.arff (1) 0.77489866119116
BNG(pendigits) (1) -0.0093114242502754
BNG(cylinder-bands) (1) 0.95271887728058
BNG(dermatology) (1) 0.087688139091471
BNG(sonar) (1) 0.82486219923253
BNG(glass) (1) 0.9621388176895
BNG(heart-c) (1) 0.49410350322037
BNG(heart-statlog) (1) 0.37763717572206
BNG(vehicle) (1) 0.60739801386113
BNG(hepatitis) (1) 1.0776462310462
BNG(vowel) (1) 0.090971692862938
oil_spill (1) 3.8530220282981
scene (1) 1.6899456006274
spectrometer (1) 1.1151783672556
thyroid_sick (1) 3.5691918824691
us_crime (1) 1.3018240268144
bridges (3) 0.93645324670153
bridges (4)
hayes-roth (1) 0.57403180240821
BNG(breast-w) (1) 1.4711308660593
BNG(cmc) (1) 0.63498963675653
BNG(colic) (1) 0.54686377082983
BNG(credit-a) (1) 1.9186529372632
BNG(page-blocks) (1) 2.1328790795398
Australian (1) 1.6774970273806
satellite_image (1) 0.04831449741968
Ailerons (1) -4.4797897489925
coil2000 (1) 6.5086647391353
libras_move (1) -0.18532247004349
isolet (1) 0.44206745255136
BNG(anneal) (1) 1.6866033172698
BNG(anneal.ORIG) (2) 1.7379232001015
BNG(letter) (2) 0.27621638356585
BNG(autos) (1) 0.78950738317496
BNG(lymph) (1) 1.9564480044895
echoMonths (1) 0.70459523285412
stock (1) -0.008787011682861
breastTumor (1) 0.024551543730388
puma8NH (1) -0.021777303699831
gascons (1) -0.043303779440892
cpu_small (1) 4.4211466069638
elusage (1) 0.40924044040573
pwLinear (1) 0.037667148680765
machine_cpu (1) 3.2202255657928
fishcatch (1) 0.38282542687817
ozone_level (1) 5.6397682836189
vowel (2) 0.091115272850625
puma32H (1) -0.00212258153812
mammography (1) 4.4432756323444
flags (1) 7.663973401486
wine_quality (1) 1.2656073672224
ipums_la_98-small (1)
ipums_la_97-small (1)
tr45.wc (1) 14.248647417007
tr21.wc (1) 10.299731293916
oh15.wc (1) 14.429263507293
tr11.wc (1) 11.452879710616
tr23.wc (1) 8.236886989026
new3s.wc (1) 46.135429442354
re0.wc (1) 15.42816503769
oh0.wc (1) 15.018482345637
la2s.wc (1) 24.378267413957
re1.wc (1) 17.371786255644
la1s.wc (1) 25.372848400845
tr12.wc (1) 10.199211787215
wap.wc (1) 16.927144640292
yokohoma1 (1) 1.045677343561
mtp (1) 2.2363810783816
qsbr_y2 (1) -0.48212792687205
krystek (1) 0.85446035252979
depreux (1) 2.3025970062504
pdgfr (1) 0.8352778333934
carbolenes (1) 0.69318034477954
garrat2 (1) 1.676921533382
siddiqi (1) 1.1287761510489
thompson (1) 0.70056285561753
yprop_4_1 (1) 15.298661388223
tsutumi (1) 0.84774148764849
strupcz (1) 1.6979663073217
cristalli (1) 1.5137741325187
internet_usage (1)
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 0.1098366996914
SyskillWebert-Sheep (1)
synthetic_control (1) 0.034004699506928
ipums_la_99-small (1)
SyskillWebert-Bands (1)
selwood (1) 0.11810046833809
pah (1) 1.8907245079244
penning (1) 1.1109973914276
qsfsr1 (1) 0.24724361989142
qsprcmpx (1) 0.051973860802751
mtp2 (1) 3.0216081792632
squash-unstored (1) 0.25605266818331
white-clover (1) 1.2830483486211
sponge (1)
aids (1) 2.1799995968073
webdata_wXa (1) 13.23482085654
vehicle_sensIT (1) 3.37273206067
chembl1075021test1 (1) 2.9007337043517
monks-problems-1 (1)
monks-problems-3 (1)
SPECT (1)
SPECTF (1) -1.8210042360504
grub-damage (1) 0.3805582497936
pasture (1) 0.50679998059555
squash-stored (1) -0.017664249746358
qsartox (1) 0.19983934658577
benzo32 (1) 0.11896144740467
uehling (1) 1.1523413477653
garrat (1) 1.3144952850799
doherty (1) 0.63223972863447
chang (1) 1.0249135452818
qsabr2 (1) -0.1034084694154
irish (1) 0.18305241588219
analcatdata_broadwaymult (1) -0.075358294981979
cars (1) 0.49034921977012
analcatdata_birthday (1) -0.33144555472119
analcatdata_authorship (1) 1.114702111933
analcatdata_reviewer (1)
cjs (1) 1.271224645744
analcatdata_marketing (1)
analcatdata_bankruptcy (1) 0.069942575370547
collins (1) 1.2182133563597
analcatdata_cyyoung9302 (1) -0.090918042281386
prnn_viruses (1) 0.63853990889716
analcatdata_creditscore (1) 1.9396714000907
backache (1) 0.50568718043022
schizo (1) -0.034557428006484
confidence (1) 0.36526629316858
analcatdata_dmft (1)
profb (1) 0.33916365537074
qsabr1 (1) 0.066969390106675
qsbr_rw1 (1) -0.012081969867156
analcatdata_boxing2 (1)
prnn_crabs (1) -0.019073315039453
analcatdata_homerun (1) 0.36270010247383
tecator (1) 0.68777365540823
analcatdata_gsssexsurvey (1) 1.5446898401999
nflpass (1) 0.67988293978861
places (1) 1.5287646383311
analcatdata_vehicle (1) 0.93432624459826
plasma_retinol (1) 2.9049126744619
arsenic-female-lung (1) 4.8568625778354
djdc0093 (1) 1.1519415437553
mnist_784 (1) 31.079435593429
humandevel (1) -0.17519423451578
analcatdata_uktrainacc (1) 1.4578737776395
sleuth_ex1605 (1) -0.17534832736607
analcatdata_gsssexsurvey (2) 1.2620455010433
analcatdata_gviolence (2) 1.0363529735016
vinnie (2) 0.04586376638153
autoMpg (2) 0.6542027009827
houses (2) 2.3871769698459
fri_c1_100_5 (2) 0.1733396536872
fri_c3_500_10 (2) 0.15916442020276
splice (2)
nursery (2)
visualizing_soil (2) 0.25592502281288
visualizing_hamster (2) 0.47177256724944
arsenic-male-bladder (2) 3.3558102918662
quake (4) 0.82133439068299
fri_c0_1000_50 (2) -0.0096534225957218
fri_c2_250_5 (2) 0.076047914534751
fri_c2_1000_5 (2) 0.13104795562724
fri_c2_1000_10 (2) 0.096046395146256
mbagrade (2) 0.053011366895483
fri_c0_500_50 (2) 0.007982967130095
gina_prior2 (1) 11.136684635318
ada_agnostic (1) 7.3051164173979
kc1-top5 (1) 2.7271213222316
mozilla4 (1) 1.4714719487732
pc4 (1) 6.4502822329431
pc3 (1) 10.324325597699
ESL (2) -0.25766090392153
sylva_agnostic (1) 13.349913170414
gina_agnostic (1) 2.9342780270476
sponge (2)
primary-tumor (2)
bridges (5) 0.96723190419995
analcatdata_broadway (2) -0.076235114504603
kdd_ipums_la_97-small (1) 3.0525361524438
prnn_fglass (2) 1.6525943876045
analcatdata_bondrate (2) 1.282831997001
hypothyroid (2) 3.5691918824691
heart-c (2) 0.59524554479607
collins (2) 1.1573026885417
arrhythmia (2) 1.3270078171215
ipums_la_99-small (2) 1.1117977669402
page-blocks (2) 14.71145196752
mfeat-pixel (2)
grub-damage (2) 0.3805582497936
LEV (1) 0.019200973009706
ERA (1) 0.1137696167157
mfeat-morphological (2) 0.53156717332719
cars (2) 0.49034921977012
analcatdata_authorship (2) 1.114702111933
optdigits (2) 5.4511856593754
AP_Prostate_Uterus (1) 2.517650774995
AP_Omentum_Lung (1) 2.7871468728054
AP_Endometrium_Colon (1) 2.6482844453355
OVA_Kidney (1) 4.1243428028852
AP_Colon_Prostate (1) 2.3934831047675
AP_Lung_Uterus (1) 2.8840196082498
AP_Colon_Kidney (1) 2.9061403598563
OVA_Uterus (1) 4.1243428028852
OVA_Omentum (1) 4.1243428028852
AP_Ovary_Lung (1) 3.2273544836077
badges2 (1) 1.0422814943777
AP_Breast_Prostate (1) 3.1810198537473
AP_Endometrium_Breast (1) 3.3145710365277
AP_Omentum_Uterus (1) 2.6909661184405
AP_Omentum_Prostate (1) 2.3334121473191
AP_Colon_Lung (1) 2.9706658555386
AP_Breast_Omentum (1) 3.3261365223638
OVA_Breast (1) 4.1243428028852
AP_Uterus_Kidney (1) 3.0823109436698
OVA_Lung (1) 4.1243428028852
lymphoma_2classes (1) 0.036360619302629
lymphoma_9classes (1) 0.11075300647835
yeast_gene (1) -0.10035248692453
leukemia (1) 0.73312509757473
GCM (1) 2.0611458851525
tumors_C (1) 0.70976924057534
lymphoma_11classes (1) 0.11075300647835
KDDCup99_full (1) 267.90052532086
anthracyclineTaxaneChemotherapy (1) 0.43565915135757
ovarianTumour (1) 0.70967859009547
hepatitisC (1) 0.70967859009547
variousCancers_final (1) -0.02270297922098
USCrime (1) 0.74272337202446
KDDCup09_appetency (1) 11.574618510868
KDDCup09_churn (1) 11.574618510868
KDDCup99 (1) 93.897776701317
KDDCup09_upselling (1) 11.574618510868
teachingAssistant (1) 0.24915298234902
musk (1) 0.47767761157728
desharnais (2) 0.89274210061614
chess (1)
adult-census (1) 3.0783611570447
MagicTelescope (1) 0.64634495548672
mw1 (1) 2.5192985234704
qqdefects_numeric (1) 1.6121563480449
jEdit_4.0_4.2 (1) 4.4300373095434
desharnais (1) 0.89274210061614
datatrieve (1) 1.5292414236086
nasa_numeric (1) 2.0027255874222
rsctc2010_1 (1) 0.39104611121986
rsctc2010_2 (1) 0.39104611121986
rsctc2010_3 (1) -0.27011593864506
rsctc2010_4 (1) 0.80544221764608
ar6 (1) 2.7803486499343
kc1 (1) 4.2031781368284
pc1 (1) 8.0085055548195
pc2 (1) 17.150831698501
kc1-numeric (1) 2.7600439933992
jm1 (1) 15.83647074795
cm1_req (1) 2.617938124918
mc1 (1) 17.770067223247
humans_numeric (1) 2.7105181364724
ar1 (1) 2.2481469430333
Acorns (1) 0.85064964836975
Cereals (1) 0.57142431748251
FacultySalaries (1) 0.84969950540925
ICU (1) 1.9345898893226
AP_Endometrium_Prostate (1) 2.1208884928361
OVA_Endometrium (1) 4.1243428028852
AP_Colon_Omentum (1) 2.7650672594273
AP_Prostate_Kidney (1) 2.7334120899321
AP_Breast_Colon (1) 3.2765926610865
OVA_Prostate (1) 4.1243428028852
AP_Omentum_Kidney (1) 3.0238189075928
AP_Breast_Uterus (1) 3.3737618877864
AP_Ovary_Kidney (1) 3.4270914211494
AP_Breast_Lung (1) 3.4596745478827
AP_Endometrium_Omentum (1) 2.4561943073344
AP_Prostate_Ovary (1) 3.0337688655254
AP_Colon_Ovary (1) 3.2440256758133
AP_Endometrium_Lung (1) 2.7000397990887
AP_Prostate_Lung (1) 2.5713613449693
AP_Omentum_Ovary (1) 3.1224653949983
AP_Endometrium_Kidney (1) 2.9293778958841
AP_Breast_Kidney (1) 3.5142806595064
AP_Endometrium_Ovary (1) 3.074818615611
AP_Colon_Uterus (1) 2.8733792382139
OVA_Colon (1) 4.1243428028852
AP_Ovary_Uterus (1) 3.2123001738766
AP_Lung_Kidney (1) 3.1507112183144
AP_Endometrium_Uterus (1) 2.5325325783396
AP_Breast_Ovary (1) 3.69431931109
OVA_Ovary (1) 4.1243428028852
pc1_req (1) 3.4024864270649
airlines (1) 0.81306135491259
BNG(spectf_test) (1) -1.4191081802921
BNG(adult) (1) 0.35661826571194
BNG(satimage) (1) 0.023126739879867
BNG(baseball) (1) 0.78382933028006
BNG(wine) (1) 0.31694799486789
BNG(eucalyptus) (1) 0.68712541175111
BNG(wisconsin) (1) 0.9412454224028
BNG(cleveland) (1) 0.5800703294739
BNG(auto_price) (1) 0.68128287299392
BNG(cpu_act) (1) 2.3673034551519
Goteborg_52 (1) 0.37682137309179
BNG(primary-tumor) (1)
BNG(solar-flare) (1)
BNG(solar-flare) (1)
BNG(spect_test) (1)
BNG(breastTumor) (1) 0.028281552390116
BNG(cpu_small) (1) 1.685974923415
BNG(pwLinear) (1) 0.032084996935526
BNG(wine_quality) (1) 0.79513938418897
BNG(Australian) (1) 0.66219166491306
BNG(satellite_image) (1) 0.027822153129339
BNG(Ailerons) (1) -1.1744533420878
BNG(libras_move) (1) -0.20086640558132
BNG(vowel) (2) 0.091011101709147
BNG(puma32H) (1) -0.0020077915370711
BNG(SPECT) (1)
BNG(SPECTF) (1) -1.4160109317794
BNG(mv) (1) -0.024152336542894
BNG(JapaneseVowels) (1) 0.093218294517496
Click_prediction_small (1) 90.408493619253
Click_prediction_small (2) 33.668044203252
Click_prediction_small (4) 21.140198619191
Click_prediction_small (5) 19.564762903599
BNG(pbc) (1) 1.351071522508
BNG(autoHorse) (1) 0.7450408821997
BNG(lowbwt) (1) 0.55083404699543
BNG(cholesterol) (1) 0.52642766174866
BNG(autoPrice) (1) 0.64200082222616
BNG(pharynx) (1) 0.52564176483196
BNG(2dplanes) (1) -0.0034414492736186
BNG(elevators) (1) 4.891707982277
BNG(echoMonths) (1) 0.61914137560016
BNG(stock) (1) -0.0060411379714951
letter-challenge-unlabeled.arff (1) 0.29029703410184
letter-challenge-labeled.arff (1) 0.29029703410184
Click_prediction_small (7) 25.628774539097
Click_prediction_small (6) 21.140158929861
nki70.arff (1) 0.24658487353154
QSAR-TID-12719 (1) 3.7234800799159
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