Measure

MinSkewnessOfNumericAtts

Minimum 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) -1.0738237890695
breast-cancer (1)
mfeat-fourier (1) -0.12062462029872
breast-w (1) 0.59285853268629
mfeat-karhunen (1) -0.33911309273191
bridges (1) -0.11078293497156
mfeat-morphological (1) -0.062836662614366
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) -0.28426123869355
trains (1)
heart-statlog (1) -0.87876723683429
vehicle (1) -0.22634128032983
hepatitis (1) -0.1219955102014
vote (1)
hypothyroid (1) 1.2326742385073
vowel (1) -0.20615204556382
ionosphere (1) -2.5323916927735
waveform-5000 (1) -0.2720307815725
zoo (1) 0.13942710182441
BNG(anneal,nominal,1000000) (1)
anneal (1) 0.072990484420831
kr-vs-kp (1)
labor (1) -2.0072170784083
letter (1) -0.31007906987268
audiology (1)
liver-disorders (1) -0.38843312376254
autos (1) -0.68312219405774
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) -1.4911828752029
cylinder-bands (1) -1.9488541000809
postoperative-patient-data (1)
dermatology (1) 0.07335210626078
segment (1) -0.88536084184217
diabetes (1) -1.8436079833551
sick (1) 1.2326742385073
ecoli (1) -0.16595568511333
sonar (1) -0.78890869717039
glass (1) -1.1525593175802
soybean (1)
haberman (1) 0.14650505649009
hayes-roth_test (1) 0.18104870125017
splice (1)
hayes-roth_train (1) 0
tae (1) -0.008312804753782
heart-c (1) -0.53740965268322
tic-tac-toe (1)
colic (1) -0.46296850749904
nursery (1)
colic (2) -0.46296850749904
optdigits (1) -1.3029924517157
credit-approval (1) 1.1458915555559
page-blocks (1) -0.83471749778988
car (1)
mfeat-zernike (1) 0.0054915223686023
cmc (1) 0.25644920548189
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) -2.6661265817745
covertype (3) -1.1811488191658
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) -3.1333431994574
spectf_train (1) -4.3050301550412
adult (1) -0.31652485666093
yeast (1) -1.7916406496353
satimage (1) -0.67401187227287
abalone (1) -0.63987326898179
kropt (1)
braziltourism (1) -1.0028541032945
wine (1) -0.30728549895848
eucalyptus (1) -0.69709087242667
kin8nm (1) -0.035999265831824
mbagrade (1) -0.16819140068264
wisconsin (1) -0.13010833647928
cleveland (1) -0.53744866991065
auto_price (1) -0.99274321339115
autoMpg (1) 0.27877684462589
cpu_act (1) -3.4167496030436
delta_elevators (1) -0.17608949781539
fruitfly (1) -0.63805738535367
pbc (1) -0.46752651417628
SEA(50) (1) -0.0010630684202493
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) -0.0026580713737596
Hyperplane_10_1E-4 (1) -0.0026580713737596
LED(50000) (1)
pokerhand (1) -1.2351122412405
RandomRBF_0_0 (1) -0.34551185893927
RandomRBF_10_1E-3 (1) -0.41601816500482
RandomRBF_10_1E-4 (1) -0.41462419115421
RandomRBF_50_1E-3 (1) -0.016371323830439
RandomRBF_50_1E-4 (1) -0.058553653590973
pol (1) 0.30875298845156
lowbwt (1) -0.21017096945202
cholesterol (1) -0.53744866991065
sleep (1) 0.2012452361305
triazines (1) -1.3531394060106
autoPrice (1) -0.99274321339115
detroit (1) -0.874005129623
quake (1) -0.85787396565441
cloud (1) 0.98224125745283
longley (1) -0.44765280259181
diabetes_numeric (1) -0.96837113348974
pharynx (1) -0.026708780535488
baskball (1) -1.1850289341138
2dplanes (1) -0.016190294081325
elevators (1) -1.5104313438778
pyrim (1) -0.61413114589856
house_8L (1) -0.27090885732094
BNG(waveform-5000) (1) -0.26878169968862
BNG(zoo) (1) 0.29657249384923
20_newsgroups.drift (1)
meta_all.arff (1) -5.8802308328017
meta_batchincremental.arff (1) -5.9565966625546
meta_instanceincremental.arff (1) -5.9565966625546
meta_stream_intervals.arff (1) -10.624341201605
BNG(pendigits) (1) -1.2603489273147
BNG(cylinder-bands) (1) -1.6633357693948
BNG(dermatology) (1) 0.087688139091471
BNG(sonar) (1) -0.79194113913436
BNG(glass) (1) -1.2599147836105
BNG(heart-c) (1) -0.51389645026243
BNG(heart-statlog) (1) -0.84849319172025
BNG(vehicle) (1) -0.27879674795964
BNG(hepatitis) (1) -0.32809479740898
BNG(vowel) (1) -0.18593418208372
oil_spill (1) -2.0168687177852
scene (1) -0.84634990380965
spectrometer (1) -1.7672947868012
thyroid_sick (1) 1.2326742385073
us_crime (1) -5.0523405022017
bridges (3) -0.20311890746682
bridges (4)
hayes-roth (1) 0.34004478424672
BNG(breast-w) (1) 0.60103166770765
BNG(cmc) (1) 0.259686399217
BNG(colic) (1) -2.3974153751222
BNG(credit-a) (1) 1.0770283528919
BNG(page-blocks) (1) -0.85862862476487
Australian (1) -1.9447254706548
satellite_image (1) -0.6747275074215
Ailerons (1) -75.973828277459
coil2000 (1) -0.70752463135078
libras_move (1) -0.46732075434184
isolet (1) -2.3670362287961
BNG(anneal) (1) 0.076318955482511
BNG(anneal.ORIG) (2) 0.077786140782981
BNG(letter) (2) -0.29727870018738
BNG(autos) (1) -0.59419410511417
BNG(lymph) (1) 0.28183338473342
echoMonths (1) 0.17069116846276
stock (1) -0.66123330286127
breastTumor (1) -0.007125759778074
puma8NH (1) -0.15007319786011
gascons (1) -1.6880317363873
cpu_small (1) -3.4167496030436
elusage (1) -0.069534504150022
pwLinear (1) -0.19611794601269
machine_cpu (1) 2.1406626369226
fishcatch (1) -0.47418381274079
ozone_level (1) 5.6397682836189
vowel (2) -0.20615204556382
puma32H (1) -0.032069853928217
mammography (1) 0.19721483177848
flags (1) 6.7583669761576
wine_quality (1) -0.0011774782345122
ipums_la_98-small (1)
ipums_la_97-small (1)
tr45.wc (1) -0.59452006161682
tr21.wc (1) -0.1081228875856
oh15.wc (1) 1.5002669852062
tr11.wc (1) -0.58589514385569
tr23.wc (1) -0.42390248106271
new3s.wc (1) 0.45455936064061
re0.wc (1) 2.6099679248937
oh0.wc (1) 1.8209845510358
la2s.wc (1) -3.6812872475755
re1.wc (1) 2.8837176164137
la1s.wc (1) -5.5425963229327
tr12.wc (1) -0.94333735320135
wap.wc (1) -0.73260119533278
yokohoma1 (1) -3.605551275464
mtp (1) -36.65575683361
qsbr_y2 (1) -3.8544136907549
krystek (1) -5.4772255750517
depreux (1) -5.0990195135928
pdgfr (1) -6.0105320118616
carbolenes (1) -6.0827625302982
garrat2 (1) -3.7416573867739
siddiqi (1) -3.1622776601684
thompson (1) -2.8284271247462
yprop_4_1 (1) -42.095844845136
tsutumi (1) -3.605551275464
strupcz (1) -5.8309518948453
cristalli (1) -5.656854249411
internet_usage (1)
SyskillWebert-BioMedical (1)
JapaneseVowels (1) -0.37784508189053
SyskillWebert-Sheep (1)
synthetic_control (1) -0.69199057048582
ipums_la_99-small (1)
SyskillWebert-Bands (1)
selwood (1) -4.8642722089157
pah (1) -0.62238778139285
penning (1) -3.605551275464
qsfsr1 (1) -2.0605617669348
qsprcmpx (1) -3.6210689135286
mtp2 (1) -14.761787512033
squash-unstored (1) -0.79298535547116
white-clover (1) -0.4360774929309
sponge (1)
aids (1) 1.663655902234
webdata_wXa (1) -3.8049982979503
vehicle_sensIT (1) -1.4341033546259
chembl1075021test1 (1) -5.9160797830996
monks-problems-1 (1)
monks-problems-3 (1)
SPECT (1)
SPECTF (1) -3.2657530693521
grub-damage (1) 0.21627533019409
pasture (1) -0.50321713666607
squash-stored (1) -1.1725728555296
qsartox (1) -2.2540140117979
benzo32 (1) -1.4772142227864
uehling (1) -2.9999900195834
garrat (1) -3.1622776601684
doherty (1) -2.4362650531628
chang (1) -5.8309518948453
qsabr2 (1) -1.9654045205263
irish (1) -0.080037426836167
analcatdata_broadwaymult (1) -0.65645195170175
cars (1) 0.020911502944778
analcatdata_birthday (1) -0.33144555472119
analcatdata_authorship (1) -0.040708920607288
analcatdata_reviewer (1)
cjs (1) 0
analcatdata_marketing (1)
analcatdata_bankruptcy (1) -2.3049941013309
collins (1) -0.068259641912031
analcatdata_cyyoung9302 (1) -1.0441255736416
prnn_viruses (1) -0.29976694105338
analcatdata_creditscore (1) 0.64650018257104
backache (1) 0.17126140438394
schizo (1) -0.55983372437768
confidence (1) 0.038438493748841
analcatdata_dmft (1)
profb (1) -0.016117739525702
qsabr1 (1) -1.9654045205263
qsbr_rw1 (1) -1.5139364783505
analcatdata_boxing2 (1)
prnn_crabs (1) -0.099837146936975
analcatdata_homerun (1) -0.053166263262805
tecator (1) -1.5502239894719
analcatdata_gsssexsurvey (1) 0.10326629350804
nflpass (1) 0.30348925613565
places (1) 0.040987089160079
analcatdata_vehicle (1) 0.93432624459826
plasma_retinol (1) 0.29897759267408
arsenic-female-lung (1) 0
djdc0093 (1) -0.047184542625054
mnist_784 (1) -0.23549660230998
humandevel (1) -0.35038846903156
analcatdata_uktrainacc (1) -1.0381948517135
sleuth_ex1605 (1) -0.513637678033
analcatdata_gsssexsurvey (2) 0.10326629350804
analcatdata_gviolence (2) -1.1687880721722
vinnie (2) -0.10597344790374
autoMpg (2) 0.27877684462589
houses (2) 0.06033063759917
fri_c1_100_5 (2) -0.25724790303967
fri_c3_500_10 (2) -0.15535284532916
splice (2)
nursery (2)
visualizing_soil (2) 0.018177729437556
visualizing_hamster (2) 0.022768343444908
arsenic-male-bladder (2) 0
quake (4) -0.85787396565441
fri_c0_1000_50 (2) -0.10732018729016
fri_c2_250_5 (2) -0.13573529996367
fri_c2_1000_5 (2) -0.064495353310403
fri_c2_1000_10 (2) -0.072089175077776
mbagrade (2) 0.053011366895483
fri_c0_500_50 (2) -0.14613727634389
gina_prior2 (1) -0.19538644201546
ada_agnostic (1) -1.9307981261763
kc1-top5 (1) -1.1067404890726
mozilla4 (1) -0.27416455499633
pc4 (1) -0.46393068881698
pc3 (1) -0.58950530043779
ESL (2) -0.45977793037865
sylva_agnostic (1) -1.1789576975742
gina_agnostic (1) -0.24460563300867
sponge (2)
primary-tumor (2)
bridges (5) -0.11078293497156
analcatdata_broadway (2) -0.66383233583712
kdd_ipums_la_97-small (1) -0.88852212656382
prnn_fglass (2) -1.1525593175802
analcatdata_bondrate (2) 0.077215120076145
hypothyroid (2) 1.2326742385073
heart-c (2) -0.53740965268322
collins (2) -0.068259641912031
arrhythmia (2) -21.26029162547
ipums_la_99-small (2) -0.95944058308878
page-blocks (2) -0.83471749778988
mfeat-pixel (2)
grub-damage (2) 0.21627533019409
LEV (1) -0.14717875004642
ERA (1) -0.3369267851647
mfeat-morphological (2) -0.062836662614366
cars (2) 0.020911502944778
analcatdata_authorship (2) -0.040708920607288
optdigits (2) -1.3029924517157
AP_Prostate_Uterus (1) -0.48343078773648
AP_Omentum_Lung (1) -0.12369876941345
AP_Endometrium_Colon (1) -0.36839072347854
OVA_Kidney (1) -0.0032848737671215
AP_Colon_Prostate (1) -0.35051445958894
AP_Lung_Uterus (1) -0.32613068657663
AP_Colon_Kidney (1) -0.24405677310132
OVA_Uterus (1) -0.0032848737671215
OVA_Omentum (1) -0.0032848737671215
AP_Ovary_Lung (1) -0.13344561231149
badges2 (1) 0.34102751171639
AP_Breast_Prostate (1) -0.06548901853085
AP_Endometrium_Breast (1) -0.061540988432128
AP_Omentum_Uterus (1) -0.25086158165505
AP_Omentum_Prostate (1) -0.39770605372578
AP_Colon_Lung (1) -0.34714925633387
AP_Breast_Omentum (1) -0.16336310111914
OVA_Breast (1) -0.0032848737671216
AP_Uterus_Kidney (1) -0.25784596766279
OVA_Lung (1) -0.0032848737671215
lymphoma_2classes (1) -4.2905856685315
lymphoma_9classes (1) -3.3675770828164
yeast_gene (1) -4.1231056256177
leukemia (1) -8.36681105001
GCM (1) -13.530591790584
tumors_C (1) -7.5064549632289
lymphoma_11classes (1) -3.3675770828164
KDDCup99_full (1) -2.7699371341176
anthracyclineTaxaneChemotherapy (1) -4.3680976691497
ovarianTumour (1) -3.402574483371
hepatitisC (1) -3.402574483371
variousCancers_final (1) -7.14319887239
USCrime (1) -0.40759998232957
KDDCup09_appetency (1) -1.7993209053239
KDDCup09_churn (1) -1.7993209053239
KDDCup99 (1) -2.730720002082
KDDCup09_upselling (1) -1.7993209053239
teachingAssistant (1) 0
musk (1) -1.4357544478344
desharnais (2) -0.45319627273475
chess (1)
adult-census (1) -0.31167586791023
MagicTelescope (1) -1.1230780552847
mw1 (1) -1.2718948711359
qqdefects_numeric (1) 1.3961002220906
jEdit_4.0_4.2 (1) -0.26054997616618
desharnais (1) -0.45319627273475
datatrieve (1) 0.15611042873499
nasa_numeric (1) -0.099845512460889
rsctc2010_1 (1) -8.1786393414106
rsctc2010_2 (1) -8.1786393414106
rsctc2010_3 (1) -4.678407043144
rsctc2010_4 (1) -2.7445865260561
ar6 (1) 0.26153693707678
kc1 (1) 1.1407658504141
pc1 (1) 2.172210812603
pc2 (1) -2.7690893712419
kc1-numeric (1) -1.1067404890726
jm1 (1) 1.9206587292926
cm1_req (1) 1.0517584727605
mc1 (1) -1.9757566007678
humans_numeric (1) -0.054785113639125
ar1 (1) 0.0039592336686516
Acorns (1) -0.52144456011964
Cereals (1) -0.57571135133182
FacultySalaries (1) 0.41913660416258
ICU (1) -1.0730194573122
AP_Endometrium_Prostate (1) -0.8846904250974
OVA_Endometrium (1) -0.0032848737671215
AP_Colon_Omentum (1) -0.32559617975995
AP_Prostate_Kidney (1) -0.48574042200602
AP_Breast_Colon (1) -0.0857427148092
OVA_Prostate (1) -0.0032848737671215
AP_Omentum_Kidney (1) -0.43909240873463
AP_Breast_Uterus (1) -0.089176200403316
AP_Ovary_Kidney (1) -0.22920026081831
AP_Breast_Lung (1) -0.1070123670814
AP_Endometrium_Omentum (1) -0.44124730448553
AP_Prostate_Ovary (1) -0.20028126385068
AP_Colon_Ovary (1) -0.15597839883632
AP_Endometrium_Lung (1) -0.30067315329859
AP_Prostate_Lung (1) -0.23654015720851
AP_Omentum_Ovary (1) -0.16626270593232
AP_Endometrium_Kidney (1) -0.55129413629127
AP_Breast_Kidney (1) -0.13472106763062
AP_Endometrium_Ovary (1) -0.21090896290471
AP_Colon_Uterus (1) -0.34692934313313
OVA_Colon (1) -0.003284873767121
AP_Ovary_Uterus (1) -0.22415167029677
AP_Lung_Kidney (1) -0.41813461121942
AP_Endometrium_Uterus (1) -0.55940947287303
AP_Breast_Ovary (1) 0.029898381401584
OVA_Ovary (1) -0.0032848737671215
pc1_req (1) 0.71735191012591
airlines (1) 0.076384609952298
BNG(spectf_test) (1) -2.1690945733151
BNG(adult) (1) -0.29160787631569
BNG(satimage) (1) -0.71103858532151
BNG(baseball) (1) -1.5926626751782
BNG(wine) (1) -0.31269361932904
BNG(eucalyptus) (1) -0.59776505282204
BNG(wisconsin) (1) -0.087610474901593
BNG(cleveland) (1) -0.51841440169714
BNG(auto_price) (1) -0.87359380034564
BNG(cpu_act) (1) -2.2978656199081
Goteborg_52 (1) -2.010849835789
BNG(primary-tumor) (1)
BNG(solar-flare) (1)
BNG(solar-flare) (1)
BNG(spect_test) (1)
BNG(breastTumor) (1) -0.0074196290932748
BNG(cpu_small) (1) -2.3015346611932
BNG(pwLinear) (1) -0.16767694792637
BNG(wine_quality) (1) -0.056812128065933
BNG(Australian) (1) -1.5405457467889
BNG(satellite_image) (1) -0.7138482286609
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