Measure

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

Value per dataset

BNG(credit-a,nominal,1000000) (1) 0.147823
BNG(page-blocks,nominal,295245) (1) 0.092465579434029
BNG(credit-g,nominal,1000000) (1) 0.300413
BNG(pendigits,nominal,1000000) (1) 0.801016
BNG(cylinder-bands,nominal,1000000) (1) 0.392203
BNG(dermatology,nominal,1000000) (1) 0.511142
BNG(segment) (1) 0.729647
balance-scale (1) 0.376
mfeat-factors (1) 0.8065
breast-cancer (1) 0.2972027972028
mfeat-fourier (1) 0.8045
breast-w (1) 0.088698140200286
mfeat-karhunen (1) 0.8045
bridges (1) 0.42857142857143
mfeat-morphological (1) 0.8015
bridges (2) 0.42857142857143
mfeat-pixel (1) 0.8065
BNG(anneal.ORIG,nominal,1000000) (1) 0.240487
BNG(kr-vs-kp) (1) 0.344194
BNG(labor,nominal,1000000) (1) 0.173234
BNG(letter,nominal,1000000) (1) 0.923058
BNG(autos,nominal,1000000) (1) 0.553684
BNG(lymph,nominal,1000000) (1) 0.272795
BNG(breast-cancer,nominal,1000000) (1) 0.283577
BNG(mfeat-fourier,nominal,1000000) (1) 0.807753
heart-h (1) 0.18027210884354
trains (1) 0.5
heart-statlog (1) 0.26666666666667
vehicle (1) 0.59574468085106
hepatitis (1) 0.20645161290323
vote (1) 0.04367816091954
hypothyroid (1) 0.046129374337222
vowel (1) 0.82424242424242
ionosphere (1) 0.17378917378917
waveform-5000 (1) 0.4368
zoo (1) 0.40594059405941
BNG(anneal,nominal,1000000) (1) 0.170684
anneal (1) 0.228285077951
kr-vs-kp (1) 0.33948685857322
labor (1) 0.31578947368421
letter (1) 0.9293
audiology (1) 0.5353982300885
liver-disorders (1)
autos (1) 0.55121951219512
BNG(mfeat-karhunen,nominal,1000000) (1) 0.808654
BNG(bridges_version1,nominal,1000000) (1) 0.450139
BNG(bridges_version2,nominal,1000000) (1) 0.451547
BNG(mfeat-zernike,nominal,1000000) (1) 0.807023
BNG(cmc,nominal,55296) (1) 0.55112485532407
BNG(mushroom) (1) 0.121245
pendigits (1) 0.79585152838428
cylinder-bands (1) 0.32407407407407
postoperative-patient-data (1) 0.3
dermatology (1) 0.49726775956284
segment (1) 0.71558441558442
diabetes (1) 0.27213541666667
sick (1) 0.034464475079533
ecoli (1) 0.35416666666667
sonar (1) 0.33653846153846
glass (1) 0.56542056074766
soybean (1) 0.7203513909224
haberman (1) 0.26143790849673
hayes-roth_test (1) 0.53571428571429
splice (1) 0.37617554858934
hayes-roth_train (1) 0.54545454545455
tae (1) 0.60927152317881
heart-c (1) 0.25082508250825
tic-tac-toe (1) 0.30062630480167
colic (1) 0.18478260869565
nursery (1) 0.3375
colic (2) 0.18478260869565
optdigits (1) 0.8017793594306
credit-approval (1) 0.14492753623188
page-blocks (1) 0.068700895304221
car (1) 0.29976851851852
mfeat-zernike (1) 0.806
cmc (1) 0.57298031228785
BNG(vehicle,nominal,1000000) (1) 0.614091
BNG(hepatitis,nominal,1000000) (1) 0.161645
BNG(vote) (1) 0.04803466796875
BNG(hypothyroid,nominal,1000000) (1) 0.074083
BNG(vowel,nominal,1000000) (1) 0.837612
BNG(ionosphere) (1) 0.176875
BNG(waveform-5000,nominal,1000000) (1) 0.495025
BNG(zoo,nominal,1000000) (1) 0.416469
CovPokElec (1) 0.53764037031312
covertype (3) 0.51240077657604
BNG(sick,nominal,1000000) (1) 0.061239
BNG(sonar,nominal,1000000) (1) 0.330705
BNG(glass,nominal,137781) (1) 0.58537098729143
BNG(soybean) (1) 0.743199
BNG(spambase) (1) 0.394052
BNG(heart-c,nominal,1000000) (1) 0.243797
BNG(tic-tac-toe) (1) 0.29853172788701
BNG(heart-h,nominal,1000000) (1) 0.197749
BNG(trains) (1) 0.270273
BNG(heart-statlog,nominal,1000000) (1) 0.24363
primary-tumor (1) 0.71091445427729
shuttle-landing-control (1) 0.26666666666667
solar-flare (1) 0.021671826625387
solar-flare (2) 0.0056285178236398
spect_test (1) 0.080213903743316
spect_train (1) 0.3375
spectf_test (1) 0.20446096654275
spectf_train (1) 0.2875
adult (1) 0.23928176569346
yeast (1) 0.59299191374663
satimage (1) 0.56345256609642
abalone (1) 0.78956188652143
kropt (1) 0.80571000855432
braziltourism (1) 0.23543689320388
wine (1) 0.37640449438202
eucalyptus (1) 0.5054347826087
kin8nm (1)
mbagrade (1)
wisconsin (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (1)
pbc (1)
SEA(50) (1) 0.318993
lung-cancer (1) 0.625
molecular-biology_promoters (1) 0.24528301886792
monks-problems-1_test (1) 0.25
monks-problems-1_train (1) 0.26612903225806
monks-problems-2_test (1) 0.3287037037037
monks-problems-2_train (1) 0.37869822485207
monks-problems-3_test (1) 0.22222222222222
monks-problems-3_train (1) 0.27049180327869
Hyperplane_10_1E-3 (1) 0.403701
Hyperplane_10_1E-4 (1) 0.363861
LED(50000) (1) 0.819409
pokerhand (1) 0.46654791781486
RandomRBF_0_0 (1) 0.631079
RandomRBF_10_1E-3 (1) 0.627703
RandomRBF_10_1E-4 (1) 0.627553
RandomRBF_50_1E-3 (1) 0.699904
RandomRBF_50_1E-4 (1) 0.699904
pol (1)
lowbwt (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (1)
elevators (1)
pyrim (1)
house_8L (1)
BNG(waveform-5000) (1) 0.445905
BNG(zoo) (1) 0.416594
20_newsgroups.drift (1)
meta_all.arff (1) 0.46478873239437
meta_batchincremental.arff (1) 0.39189189189189
meta_instanceincremental.arff (1) 0.18918918918919
meta_stream_intervals.arff (1) 0.49027986892215
BNG(pendigits) (1) 0.803552
BNG(cylinder-bands) (1) 0.396806
BNG(dermatology) (1) 0.512105
BNG(sonar) (1) 0.287055
BNG(glass) (1) 0.54414614496919
BNG(heart-c) (1) 0.242566
BNG(heart-statlog) (1) 0.241806
BNG(vehicle) (1) 0.622173
BNG(hepatitis) (1) 0.159643
BNG(vowel) (1) 0.847332
oil_spill (1) 0.048025613660619
scene (1) 0.1790610718737
spectrometer (1) 0.8135593220339
thyroid_sick (1) 0.034464475079533
us_crime (1)
bridges (3) 0.42857142857143
bridges (4) 0.42857142857143
hayes-roth (1) 0.525
BNG(breast-w) (1) 0.079180003048316
BNG(cmc) (1) 0.5523365162037
BNG(colic) (1) 0.186838
BNG(credit-a) (1) 0.151383
BNG(page-blocks) (1) 0.10185100509746
Australian (1) 0.14492753623188
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1) 0.92394510709247
BNG(anneal) (1) 0.170733
BNG(anneal.ORIG) (2) 0.240348
BNG(letter) (2) 0.932037
BNG(autos) (1) 0.568749
BNG(lymph) (1) 0.273471
echoMonths (1)
stock (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
fishcatch (1)
ozone_level (1)
vowel (2) 0.82424242424242
puma32H (1)
mammography (1) 0.022713046588572
flags (1) 0.58762886597938
wine_quality (1)
ipums_la_98-small (1) 0.2435537742151
ipums_la_97-small (1) 0.5542100014247
tr45.wc (1) 0.59565217391304
tr21.wc (1) 0.27083333333333
oh15.wc (1) 0.72617743702081
tr11.wc (1) 0.55797101449275
tr23.wc (1) 0.37254901960784
new3s.wc (1) 0.90562879263444
re0.wc (1) 0.46276595744681
oh0.wc (1) 0.64905284147557
la2s.wc (1) 0.53333333333333
re1.wc (1) 0.6041038020519
la1s.wc (1) 0.54712858926342
tr12.wc (1) 0.60702875399361
wap.wc (1) 0.68974358974359
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
garrat2 (1)
siddiqi (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
cristalli (1)
internet_usage (1) 0.58448753462604
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 0.73988555365927
SyskillWebert-Sheep (1)
synthetic_control (1) 0.66833333333333
ipums_la_99-small (1) 0.24197195838987
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 0.36538461538462
white-clover (1) 0.52380952380952
sponge (1) 0.078947368421053
aids (1) 0.42
webdata_wXa (1) 0.24000649104776
vehicle_sensIT (1) 0.21029555050341
chembl1075021test1 (1)
monks-problems-1 (1) 0.25359712230216
monks-problems-3 (1) 0.22202166064982
SPECT (1) 0.2059925093633
SPECTF (1) 0.27220630372493
grub-damage (1) 0.68387096774194
pasture (1) 0.47222222222222
squash-stored (1) 0.38461538461538
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 0.128
analcatdata_broadwaymult (1) 0.49122807017544
cars (1) 0.33743842364532
analcatdata_birthday (1)
analcatdata_authorship (1) 0.44114149821641
analcatdata_reviewer (1) 0.42857142857143
cjs (1) 0.55078683834049
analcatdata_marketing (1) 0.45303867403315
analcatdata_bankruptcy (1) 0.2
collins (1) 0.738
analcatdata_cyyoung9302 (1) 0.19565217391304
prnn_viruses (1) 0.14754098360656
analcatdata_creditscore (1) 0.01
backache (1) 0.13888888888889
schizo (1) 0.4
confidence (1) 0.66666666666667
analcatdata_dmft (1) 0.80426599749059
profb (1) 0.33333333333333
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.41666666666667
prnn_crabs (1) 0.355
analcatdata_homerun (1) 0.37654320987654
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
mnist_784 (1) 0.79504285714286
humandevel (1)
analcatdata_uktrainacc (1)
ada_agnostic (1) 0.24813678211311
mozilla4 (1) 0.0655516243165
pc4 (1) 0.12208504801097
pc3 (1) 0.10236724248241
sylva_agnostic (1) 0.061549149010073
gina_agnostic (1) 0.27739331026528
KDDCup09_upselling (1) 0.06216
MagicTelescope (1) 0.27581493165089
kc1 (1) 0.15457562825984
pc1 (1) 0.069431920649234
jm1 (1) 0.19347726228755