Measure

DecisionStumpErrRate

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

Value per dataset

cjs (1) 0.55078683834049
analcatdata_michiganacc (1)
detroit (2)
analcatdata_apnea3 (1)
analcatdata_apnea2 (1)
analcatdata_apnea1 (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)
fri_c3_500_25 (1)
fri_c1_500_25 (1)
fri_c1_1000_50 (1)
fri_c4_500_25 (1)
fri_c3_100_10 (1)
fri_c3_1000_25 (1)
fri_c3_100_50 (1)
fri_c4_1000_100 (1)
fri_c2_1000_25 (1)
fri_c0_1000_50 (1)
AP_Endometrium_Prostate (1) 0.0076923076923077
OVA_Endometrium (1) 0.039482200647249
AP_Colon_Omentum (1) 0.090909090909091
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_Uterus (1) 0.066239316239316
AP_Ovary_Kidney (1) 0.076419213973799
AP_Breast_Lung (1) 0.061702127659574
AP_Prostate_Uterus (1) 0.025906735751295
AP_Omentum_Lung (1) 0.13793103448276
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_Uterus (1) 0.080258899676375
OVA_Omentum (1) 0.049838187702265
AP_Ovary_Lung (1) 0.080246913580247
AP_Breast_Prostate (1) 0.012106537530266
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
OVA_Breast (1) 0.097734627831715
AP_Uterus_Kidney (1) 0.036458333333333
OVA_Lung (1) 0.026537216828479
KDDCup09_churn (1) 0.07344
KDDCup09_upselling (1) 0.06216
chscase_census4 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_slope (1)
disclosure_x_tampered (1)
chscase_funds (1)
fri_c0_100_25 (1)
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)
sleuth_ex1714 (1)
rabe_265 (1)
fri_c1_500_10 (1)
fri_c4_100_50 (1)
fri_c2_500_25 (1)
fri_c4_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)
sleuth_case1102 (1)
rabe_266 (1)
chscase_census6 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
chscase_census5 (1)
artificial-characters (1) 0.8265805441378
KnuggetChase3 (1) 0.18041237113402
sleuth_ex1221 (1)
chscase_foot (1)
disclosure_x_noise (1)
chscase_health (1)
sleuth_case1202 (1)
sleuth_case1201 (1)
visualizing_hamster (1)
disclosure_x_bias (1)
rabe_148 (1)
visualizing_ethanol (1)
chscase_geyser1 (1)
hutsof99_logis (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
visualizing_soil (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_vine1 (1)
rabe_131 (1)
diggle_table_a1 (1)
chatfield_4 (1)
hutsof99_child_witness (1)
rabe_97 (1)
rabe_176 (1)
disclosure_z (1)
OVA_Colon (1) 0.049838187702265
AP_Ovary_Uterus (1) 0.17080745341615
AP_Endometrium_Uterus (1) 0.31351351351351
AP_Breast_Ovary (1) 0.086715867158672
OVA_Ovary (1) 0.084142394822006
AP_Endometrium_Omentum (1) 0.17391304347826
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_Kidney (1) 0.039735099337748
AP_Endometrium_Ovary (1) 0.20849420849421
AP_Colon_Uterus (1) 0.068292682926829
BNG(spectf_test) (1) 0.21519
BNG(adult) (1) 0.240136
BNG(satimage) (1) 0.584792
BNG(baseball) (1)
BNG(wine) (1) 0.333616
BNG(eucalyptus) (1) 0.628099
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
cloud (2) 0.23148148148148
ESL (2)
ada_prior (1) 0.24813678211311
hiva_agnostic (1) 0.03523291558288
vowel (3) 0.056565656565657
cjs (2) 0.24320457796853
ESL (1)
LEV (1)
ERA (1)
us_crime (1)
ozone_level (1)
puma32H (1)
bridges (3) 0.42857142857143
bridges (4) 0.42857142857143
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)
fri_c0_250_5 (1)
fri_c4_250_100 (1)
fri_c1_100_10 (1)
fri_c4_1000_25 (1)
fri_c1_1000_10 (1)
fri_c2_100_5 (1)
fri_c0_1000_10 (1)
fri_c2_250_5 (1)
fri_c2_500_5 (1)
fri_c0_1000_25 (1)
fri_c2_1000_5 (1)
fri_c0_100_50 (1)
yeast_gene (1)
GCM (1) 0.80526315789474
rsctc2010_5 (1) 0.47191011235955
rsctc2010_6 (1) 0.42391304347826
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)
Acorns (1)
Cereals (1) 0.5974025974026
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
qqdefects_numeric (1)
nasa_numeric (1)
rsctc2010_1 (1) 0.44761904761905
rsctc2010_3 (1) 0.6
rsctc2010_4 (1) 0.6283185840708
kc1-numeric (1)
SMSA (1)
Brainsize (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
quake (2)
BNG(letter,5000,1) (1) 0.934245
BNG(letter,5000,10) (1) 0.934332
BNG(letter,10000,1) (1) 0.933527
BNG(letter,10000,10) (1) 0.934272
BNG(audiology,1000,1) (1) 0.660858
BNG(audiology,1000,10) (1) 0.703231
BNG(audiology,5000,1) (1) 0.557716
BNG(kr-vs-kp,1000,10) (1) 0.40751
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,1000,5) (1) 0.939535
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
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,10000,5) (1) 0.240348
BNG(kr-vs-kp,1000,1) (1) 0.351494
BNG(kr-vs-kp,1000,5) (1) 0.411179
codrnaNorm (1) 0.26571899337857
vehicleNorm (1) 0.2102752517051
lungcancer_shedden (1)
fri_c1_500_5 (1)
fri_c3_250_50 (1)
fri_c0_500_25 (1)
fri_c2_100_10 (1)
fri_c0_250_10 (1)
fri_c1_100_50 (1)
fri_c1_500_50 (1)
fri_c2_250_50 (1)
fri_c3_100_25 (1)
fri_c4_100_10 (1)
fri_c0_100_10 (1)
fri_c2_1000_50 (1)
fri_c4_1000_10 (1)
fri_c0_100_5 (1)
fri_c4_100_25 (1)
fri_c2_500_50 (1)
fri_c2_500_10 (1)
fri_c3_1000_5 (1)
fri_c1_100_25 (1)
fri_c2_100_50 (1)
fri_c3_100_5 (1)
fri_c1_1000_5 (1)
fri_c3_250_5 (1)
fri_c1_250_25 (1)
fri_c4_250_10 (1)
fri_c4_500_50 (1)
fri_c3_500_5 (1)
fri_c3_1000_50 (1)
fri_c4_250_50 (1)
fri_c1_1000_25 (1)
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,10000,1) (1) 0.563692
BNG(autos,10000,5) (1) 0.614522
colon-cancer (1)
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
BNG(autos,10000,10) (1) 0.590687
BNG(lymph,1000,1) (1) 0.438349
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,10000,10) (1) 0.441332
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a8a (1)
lungcancer_GSE31210 (1) 0.14601769911504
Kaggle_bike_sharing_demand_challange (1)
physionet_bradycardia (1) 0.17777777777778
physionet_tachycardia (1) 0.043165467625899
cpu.with.vendor (1)
fri_c1_250_5 (1)
fri_c3_250_10 (1)
fri_c0_250_50 (1)
fri_c4_500_10 (1)
fri_c2_250_25 (1)
fri_c2_1000_10 (1)
fri_c4_1000_50 (1)
fri_c3_1000_10 (1)
fri_c0_1000_5 (1)
fri_c4_500_100 (1)
TAM_k_d (1) 0.25868725868726
eating (1) 0.75343915343915
Agrawal1 (1) 0.327955
Stagger2 (1) 0.223074
Stagger3 (1) 0
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 (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(vowel) (2) 0.847798
BNG(puma32H) (1)
letter-challenge-unlabeled.arff (1) 0.276
letter-challenge-labeled.arff (1) 0.27285
Click_prediction_small (6) 0.16793998227705
nki70.arff (1)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(lowbwt) (1)
BNG(autoPrice) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
analcatdata_birthday (1)
arsenic-male-bladder (1)
iq_brain_size (1)
analcatdata_vehicle (1)
papir_2 (1)
dj30-1985-2003 (1) 0.94239537947107
hip (1)
analcatdata_impeach (1)
analcatdata_whale (1)
analcatdata_supreme (1)
tecator (1)
analcatdata_gsssexsurvey (1)
space_ga (1)
nflpass (1)
places (1)
sleep (2)
analcatdata_ncaa (1)
pm10 (1)
analcatdata_neavote (1)
pbc (2)
analcatdata_seropositive (1)
analcatdata_election2000 (1)
humandevel (1)
pollen (1)
analcatdata_olympic2000 (1)
boston (1)
analcatdata_uktrainacc (1)
arsenic-female-bladder (1)
cps_85_wages (1)
analcatdata_chlamydia (1)
arsenic-male-lung (1)
houses (1)
analcatdata_galapagos (1)
mu284 (1)
balloon (1)
arsenic-female-lung (1)
baseball-team (1)
pbcseq (1)
analcatdata_gviolence (1)
vinnie (1)
analcatdata_wildcat (1)
analcatdata_negotiation (1)
newton_hema (1)
wind_correlations (1)
analcatdata_hiroshima (1)
djdc0093 (1)
veteran (1)
analcatdata_runshoes (1)
analcatdata_vineyard (1)
gina_prior (1) 0.2661476355248
cocomo_numeric (1)
MiceProtein (1) 0.72222222222222
cjs (3) 0.7120886981402
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(anneal.ORIG,nominal,1000000) (1) 0.240487
BNG(kr-vs-kp) (1) 0.344194
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
hayes-roth_test (1) 0.53571428571429
hayes-roth_train (1) 0.54545454545455
vowel (1) 0.82424242424242
BNG(mfeat-karhunen,nominal,1000000) (1) 0.808654
BNG(bridges_version1,nominal,1000000) (1) 0.450139
wisconsin (1)
vineyard (1)
bolts (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (1)
pbc (1)
pol (1)
lowbwt (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
echoMonths (1)
stock (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
hungarian (1)
fishcatch (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (1)
elevators (1)
pyrim (1)
house_8L (1)
garrat2 (1)
siddiqi (1)
lewis (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
qsbralks (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
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
pah (1)
penning (1)
qsfsr1 (1)
qsfrdhla (1)
qsprcmpx (1)
qsfsr2 (1)
mtp2 (1)
depreux (1)
pdgfr (1)
carbolenes (1)
selwood (1)
topo_2_1 (1)
svensson (1)
qsabr1 (1)
qsbr_rw1 (1)
prnn_crabs (1) 0.355
BNG(vehicle,nominal,1000000) (1) 0.614091
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
BNG(bridges_version2,nominal,1000000) (1) 0.451547
Hyperplane_10_1E-3 (1) 0.403701
Hyperplane_10_1E-4 (1) 0.363861
LED(50000) (1) 0.819409
RandomRBF_0_0 (1) 0.631079
RandomRBF_10_1E-3 (1) 0.627703
RandomRBF_10_1E-4 (1) 0.627553
RandomRBF_50_1E-4 (1) 0.699904
BNG(sick,nominal,1000000) (1) 0.061239
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
spect_test (1) 0.080213903743316
spect_train (1) 0.3375
spectf_test (1) 0.20446096654275
spectf_train (1) 0.2875
kin8nm (1)
mbagrade (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
oh15.wc (1) 0.72617743702081
new3s.wc (1) 0.90562879263444
internet_usage (1) 0.58448753462604
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
tr31.wc (1) 0.4185544768069
codrna (1) 0.26508448210576
poker (1) 0.49893659574053
chembl1075021test1 (1)
mv (1)
aids (1) 0.42
bridges (2) 0.42857142857143
liver-disorders (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
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(credit-g) (1) 0.300226
20_newsgroups.drift (1)
BNG(mfeat-karhunen) (1) 0.807183
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
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
BNG(waveform-5000) (1) 0.445905
BNG(zoo) (1) 0.416594