Measure

DecisionStumpErrRate

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

Value per dataset

yeast_gene (1)
KDDCup99_full (1) 0.20792943699728
robot-failures-lp2 (1) 0.57446808510638
robot-failures-lp3 (1) 0.5531914893617
ldpa (1) 0.66953778963969
gas-drift (1) 0.61121495327103
gas-drift-different-concentrations (1) 0.61121495327103
skin-segmentation (1) 0.11761753387987
spoken-arabic-digit (1) 0.89690263469778
walking-activity (1) 0.85192724935044
mouseType (1) 0.60747663551402
BurkittLymphoma (1) 0.27727272727273
anthracyclineTaxaneChemotherapy (1) 0.48427672955975
ovarianTumour (1) 0.10600706713781
hepatitisC (1) 0.10600706713781
variousCancers_final (1) 0.50391644908616
USCrime (1)
MercuryinBass (1)
diggle_table_a1 (1)
disclosure_z (1)
visualizing_slope (1)
disclosure_x_tampered (1)
disclosure_x_noise (1)
sleuth_case1202 (1)
sleuth_case1201 (1)
disclosure_x_bias (1)
sleuth_case1102 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
garrat2 (1)
Phen (1)
siddiqi (1)
lewis (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
qqdefects_numeric (1)
nasa_numeric (1)
KDDCup99 (1) 0.21499129589895
gina_prior (1) 0.2661476355248
BNG(spectf_test) (1) 0.21519
BNG(adult) (1) 0.240136
BNG(satimage) (1) 0.584792
BNG(baseball) (1)
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(primary-tumor) (1) 0.759307
BNG(solar-flare) (1) 0.02295524691358
BNG(solar-flare) (1) 0.005618
BNG(spect_test) (1) 0.084563
BNG(letter,5000,1) (1) 0.934245
BNG(letter,5000,5) (1) 0.934293
BNG(letter,5000,10) (1) 0.934332
BNG(letter,10000,1) (1) 0.933527
BNG(letter,10000,5) (1) 0.937026
BNG(letter,10000,10) (1) 0.934272
BNG(audiology,1000,1) (1) 0.660858
BNG(audiology,1000,5) (1) 0.656479
BNG(audiology,1000,10) (1) 0.703231
BNG(audiology,5000,1) (1) 0.557716
BNG(audiology,5000,5) (1) 0.660522
BNG(audiology,5000,10) (1) 0.616055
BNG(autos,1000,1) (1) 0.591344
BNG(autos,1000,5) (1) 0.676446
BNG(autos,1000,10) (1) 0.65713
BNG(autos,5000,1) (1) 0.558513
BNG(autos,5000,5) (1) 0.591218
BNG(autos,5000,10) (1) 0.676446
BNG(autos,10000,1) (1) 0.563692
BNG(autos,10000,5) (1) 0.614522
appendicitis (1)
amazon-commerce-reviews (1) 0.96133333333333
arcene (1) 0.45
artificial-characters (1) 0.8265805441378
colon-cancer (1)
svmguide1 (1)
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
iris-test (1) 0.39333333333333
BNG(autos,10000,10) (1) 0.590687
BNG(lymph,1000,1) (1) 0.438349
BNG(lymph,1000,5) (1) 0.456505
BNG(lymph,1000,10) (1) 0.456505
BNG(lymph,5000,1) (1) 0.216907
BNG(lymph,5000,5) (1) 0.438789
BNG(lymph,5000,10) (1) 0.456505
BNG(lymph,10000,1) (1) 0.196697
BNG(lymph,10000,5) (1) 0.433046
BNG(lymph,10000,10) (1) 0.441332
KungChi3 (1) 0.1219512195122
KnuggetChase3 (1) 0.18041237113402
MindCave2 (1) 0.328
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a7a (1)
a8a (1)
a9a (1)
MyIris (1) 0.33333333333333
physionet_asystole (1) 0.16666666666667
physionet_bradycardia (1) 0.17777777777778
physionet_tachycardia (1) 0.043165467625899
contact-lenses (1)
cpu.with.vendor (1)
cjs (3) 0.7120886981402
MiceProtein (1) 0.72222222222222
hiva_agnostic (1) 0.03523291558288
vowel (3) 0.056565656565657
cocomo_numeric (1)
humans_numeric (1)
kc1-numeric (1)
cjs (2) 0.24320457796853
ESL (1)
SWD (1)
ERA (1)
SMSA (1)
Brainsize (1)
Acorns (1)
Cereals (1) 0.5974025974026
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
ESL (2)
ada_prior (1) 0.24813678211311
visualizing_soil (1)
cloud (2) 0.23148148148148
BNG(anneal,1000,1) (1) 0.240348
BNG(anneal,1000,5) (1) 0.240348
BNG(anneal,1000,10) (1) 0.240348
BNG(anneal,5000,1) (1) 0.195615
BNG(anneal,5000,5) (1) 0.240348
BNG(anneal,5000,10) (1) 0.240348
BNG(anneal,10000,1) (1) 0.199092
BNG(anneal,10000,5) (1) 0.240348
BNG(anneal,10000,10) (1) 0.240348
BNG(anneal.ORIG,1000,1) (1) 0.240348
TAM_k_d (1) 0.25868725868726
eating (1) 0.75343915343915
Agrawal1 (1) 0.327955
Stagger1 (1) 0.111609
Stagger2 (1) 0.223074
Stagger3 (1) 0
AirlinesCodrnaAdult (1) 0.35451016447032
BNG(anneal.ORIG,1000,5) (1) 0.240348
BNG(anneal.ORIG,1000,10) (1) 0.240348
BNG(anneal.ORIG,5000,1) (1) 0.207933
BNG(anneal.ORIG,5000,5) (1) 0.240348
BNG(anneal.ORIG,5000,10) (1) 0.240348
BNG(anneal.ORIG,10000,1) (1) 0.240348
BNG(anneal.ORIG,10000,5) (1) 0.240348
BNG(anneal.ORIG,10000,10) (1) 0.240348
BNG(kr-vs-kp,1000,1) (1) 0.351494
BNG(kr-vs-kp,1000,5) (1) 0.411179
BNG(kr-vs-kp,1000,10) (1) 0.40751
BNG(kr-vs-kp,5000,1) (1) 0.33115
BNG(kr-vs-kp,5000,5) (1) 0.351928
BNG(kr-vs-kp,5000,10) (1) 0.378415
BNG(kr-vs-kp,10000,1) (1) 0.325519
BNG(kr-vs-kp,10000,5) (1) 0.394598
BNG(kr-vs-kp,10000,10) (1) 0.352128
BNG(letter,1000,1) (1) 0.934316
BNG(letter,1000,5) (1) 0.939535
BNG(letter,1000,10) (1) 0.942878
BNG(SPECT) (1) 0.20842
BNG(SPECTF) (1) 0.2813
BNG(mv) (1)
BNG(JapaneseVowels) (1) 0.747663
Click_prediction_small (1) 0.044628041735081
Click_prediction_small (2) 0.044707596281718
Click_prediction_small (3) 0.16671789968009
Click_prediction_small (4) 0.16793998227705
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1) 0.1616
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(puma32H) (1)
codrnaNorm (1) 0.26571899337857
vehicleNorm (1) 0.2102752517051
lungcancer_shedden (1)
letter-challenge-unlabeled.arff (1) 0.276
letter-challenge-labeled.arff (1) 0.27285
Click_prediction_small (7) 0.16793998227705
Click_prediction_small (6) 0.16793998227705
nki70.arff (1)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(lowbwt) (1)
BNG(cholesterol) (1)
BNG(autoPrice) (1)
BNG(pharynx) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
fourclass_scale (1)
german.numer (2)
gisette (1)
heart (1)
ijcnn (1)
real-sim (1)
splice (3)
dbworld-bodies-stemmed (1) 0.140625
dbworld-bodies (1) 0.234375
dbworld-subjects-stemmed (1) 0.34375
dbworld-subjects (1) 0.375
poker-hand (1) 0.49883269317635
poker-hand (2) 0.49882829268293
connect-4 (1)
aloi (1)
SensIT-Vehicle-Combined (1)
poker (2)
SPECTF (2) 0.2059925093633
w1a (1)
w2a (1)
w3a (1)
w4a (1)
w5a (1)
w6a (1)
w7a (1)
w8a (1)
svmguide3 (1)
wisconsin (1)
vineyard (1)
bolts (1)
cpu_act (1)
SEA(50) (1) 0.318993
SEA(50000) (1) 0.317673
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
pol (1)
sleep (1)
triazines (1)
detroit (1)
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
BNG(anneal,nominal,1000000) (1) 0.170684
gascons (1)
elusage (1)
longley (1)
diabetes_numeric (1)
baskball (1)
2dplanes (1)
elevators (1)
house_8L (1)
BNG(waveform-5000) (1) 0.445905
BNG(zoo) (1) 0.416594
20_newsgroups.drift (1)
BNG(colic.ORIG,nominal,1000000) (1) 0.337223
BNG(colic,nominal,1000000) (1) 0.186667
BNG(optdigits) (1) 0.806949
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
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(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(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(mfeat-karhunen) (1) 0.807183
BNG(bridges_version1) (1) 0.45358
BNG(mfeat-zernike) (1) 0.812069
BNG(colic.ORIG) (1) 0.20608
BNG(colic) (1) 0.186838
BNG(credit-a) (1) 0.151383
BNG(page-blocks) (1) 0.10185100509746
BNG(credit-g) (1) 0.300226
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(heart-h,nominal,1000000) (1) 0.197749
BNG(trains) (1) 0.270273
BNG(heart-statlog,nominal,1000000) (1) 0.24363
hayes-roth_test (1) 0.53571428571429
hayes-roth_train (1) 0.54545454545455
bridges (1) 0.42857142857143
bridges (2) 0.42857142857143
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
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(mushroom) (1) 0.121245
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
internet_usage (1) 0.58448753462604
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
spect_test (1) 0.080213903743316
spect_train (1) 0.3375
spectf_test (1) 0.20446096654275
spectf_train (1) 0.2875
covertype (2) 0.33379000777953
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
cjs (1) 0.55078683834049
doherty (1)
chang (1)
qsabr2 (1)
qsabr1 (1)
qsbr_rw1 (1)
prnn_crabs (1) 0.355
arsenic-male-bladder (1)
iq_brain_size (1)
papir_2 (1)
hip (1)
tr31.wc (1) 0.4185544768069
oh15.wc (1) 0.72617743702081
new3s.wc (1) 0.90562879263444
qsbralks (1)
stevenson (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
detroit (2)
kidney (1)
bank32nh (1)
bodyfat (1)
cpu (1)
cpu_small (2)
fried (1)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
delta_elevators (2)
bank8FM (1)
cpu_act (2)
house_16H (1)
kdd_coil_4 (1)
kdd_coil_5 (1)
kdd_coil_6 (1)
kdd_coil_7 (1)
wind (1)
tecator (1)
space_ga (1)
nflpass (1)
places (1)
sleep (2)
pm10 (1)
pbc (2)
humandevel (1)
pollen (1)
boston (1)
arsenic-female-bladder (1)
cps_85_wages (1)
arsenic-male-lung (1)
houses (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
plasma_retinol (1)
balloon (1)
arsenic-female-lung (1)
pbcseq (1)
newton_hema (1)
wind_correlations (1)
veteran (1)
us_crime (1)
mbagrade (1)
BNG(anneal) (1) 0.170733
BNG(anneal.ORIG) (2) 0.240348
BNG(labor) (2) 0.17252
BNG(letter) (2) 0.932037
BNG(autos) (1) 0.568749
BNG(lymph) (1) 0.273471
BNG(mfeat-fourier) (1) 0.805155
chembl1075021test1 (1)
mv (1)
aids (1) 0.42
ozone_level (1)
puma32H (1)
wine_quality (1)
bridges (3) 0.42857142857143
bridges (4) 0.42857142857143
la2s.wc (1) 0.53333333333333
oh5.wc (1) 0.75381263616558
re1.wc (1) 0.6041038020519
la1s.wc (1) 0.54712858926342
wap.wc (1) 0.68974358974359
ohscal.wc (1) 0.76419996416413
selwood (1)
svensson (1)
penning (1)
qsfsr1 (1)
qsfrdhla (1)
qsprcmpx (1)
qsfsr2 (1)
mtp2 (1)
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
rsctc2010_3 (1) 0.6
rsctc2010_4 (1) 0.6283185840708
rsctc2010_5 (1) 0.47191011235955
rsctc2010_6 (1) 0.42391304347826
rsctc2010_1 (1) 0.44761904761905
rsctc2010_2 (1) 0.44761904761905
visualizing_ethanol (1)
chscase_geyser1 (1)
LEV (1)
FacultySalaries (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_vine1 (1)
rabe_131 (1)
chatfield_4 (1)
hutsof99_child_witness (1)
rabe_97 (1)
rabe_176 (1)
sleuth_ex1221 (1)
chscase_foot (1)
chscase_health (1)
visualizing_hamster (1)
rabe_148 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_environmental (1)
chscase_funds (1)
hutsof99_logis (1)
OVA_Uterus (1) 0.080258899676375
OVA_Omentum (1) 0.049838187702265
AP_Ovary_Lung (1) 0.080246913580247
AP_Endometrium_Prostate (1) 0.0076923076923077
OVA_Endometrium (1) 0.039482200647249
AP_Colon_Omentum (1) 0.090909090909091
AP_Endometrium_Breast (1) 0.064197530864198
AP_Omentum_Uterus (1) 0.16417910447761
AP_Omentum_Prostate (1) 0.027397260273973
AP_Colon_Lung (1) 0.046116504854369
AP_Breast_Omentum (1) 0.045130641330166
AP_Endometrium_Colon (1) 0.057636887608069
OVA_Kidney (1) 0.027184466019417
AP_Colon_Prostate (1) 0.019718309859155
AP_Lung_Uterus (1) 0.064
AP_Colon_Kidney (1) 0.042124542124542
OVA_Breast (1) 0.097734627831715
AP_Uterus_Kidney (1) 0.036458333333333
OVA_Lung (1) 0.026537216828479
AP_Prostate_Uterus (1) 0.025906735751295
AP_Omentum_Lung (1) 0.13793103448276
AP_Prostate_Kidney (1) 0.018237082066869
AP_Breast_Colon (1) 0.057142857142857
OVA_Prostate (1) 0.0032362459546926
AP_Omentum_Kidney (1) 0.047477744807122
AP_Breast_Prostate (1) 0.012106537530266
fri_c4_100_100 (1)
fri_c0_250_25 (1)
fri_c0_500_10 (1)
fri_c2_100_25 (1)
fri_c1_100_5 (1)
fri_c2_250_10 (1)
fri_c3_250_25 (1)
fri_c3_500_50 (1)
fri_c3_500_10 (1)
fri_c1_250_10 (1)
fri_c1_250_50 (1)
fri_c0_500_5 (1)
fri_c0_500_50 (1)
fri_c0_100_25 (1)
fri_c0_250_5 (1)
fri_c4_250_100 (1)
fri_c3_500_25 (1)
fri_c1_500_25 (1)
fri_c1_1000_50 (1)
fri_c4_500_25 (1)
AP_Breast_Kidney (1) 0.039735099337748
AP_Endometrium_Ovary (1) 0.20849420849421
AP_Colon_Uterus (1) 0.068292682926829
OVA_Colon (1) 0.049838187702265
AP_Ovary_Uterus (1) 0.17080745341615
AP_Lung_Kidney (1) 0.064766839378238
AP_Prostate_Ovary (1) 0.0187265917603
AP_Colon_Ovary (1) 0.072314049586777
AP_Endometrium_Lung (1) 0.090909090909091
AP_Prostate_Lung (1) 0.015384615384615
AP_Omentum_Ovary (1) 0.22545454545455
AP_Endometrium_Kidney (1) 0.05607476635514
AP_Breast_Uterus (1) 0.066239316239316
AP_Ovary_Kidney (1) 0.076419213973799
AP_Breast_Lung (1) 0.061702127659574
AP_Endometrium_Omentum (1) 0.17391304347826
AP_Endometrium_Uterus (1) 0.31351351351351
AP_Breast_Ovary (1) 0.086715867158672
MeanWhile1 (1) 0.11462450592885