Measure

DecisionStumpErrRate

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

Value per dataset

cjs (3) 0.7120886981402
MiceProtein (1) 0.72222222222222
bridges (1) 0.42857142857143
bridges (2) 0.42857142857143
BNG(optdigits) (1) 0.806949
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(breast-cancer,nominal,1000000) (1) 0.283577
BNG(mfeat-karhunen,nominal,1000000) (1) 0.808654
BNG(bridges_version2,nominal,1000000) (1) 0.451547
BNG(mushroom) (1) 0.121245
BNG(soybean) (1) 0.743199
BNG(spambase) (1) 0.394052
BNG(trains) (1) 0.270273
BNG(anneal,nominal,1000000) (1) 0.170684
BNG(vehicle,nominal,1000000) (1) 0.614091
BNG(vowel,nominal,1000000) (1) 0.837612
BNG(ionosphere) (1) 0.176875
CovPokElec (1) 0.53764037031312
spectf_test (1) 0.20446096654275
spectf_train (1) 0.2875
mbagrade (1)
wisconsin (1)
vineyard (1)
bolts (1)
cpu_act (1)
SEA(50) (1) 0.318993
SEA(50000) (1) 0.317673
LED(50000) (1) 0.819409
pokerhand (1) 0.46654791781486
pol (1)
triazines (1)
detroit (1)
gascons (1)
elusage (1)
BNG(waveform-5000) (1) 0.445905
BNG(zoo) (1) 0.416594
IMDB.drama (1) 0.3620522829332
20_newsgroups.drift (1)
BNG(pendigits) (1) 0.803552
BNG(cylinder-bands) (1) 0.396806
BNG(dermatology) (1) 0.512105
BNG(sonar) (1) 0.287055
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
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
covertype (2) 0.33379000777953
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (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
ozone_level (1)
puma32H (1)
longley (1)
diabetes_numeric (1)
baskball (1)
2dplanes (1)
pyrim (1)
house_8L (1)
tr31.wc (1) 0.4185544768069
oh15.wc (1) 0.72617743702081
new3s.wc (1) 0.90562879263444
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
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
garrat2 (1)
Phen (1)
siddiqi (1)
lewis (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
codrna (1) 0.26508448210576
poker (1) 0.49893659574053
chembl1075021test1 (1)
mv (1)
aids (1) 0.42
bridges (4) 0.42857142857143
qsbralks (1)
stevenson (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
selwood (1)
topo_2_1 (1)
svensson (1)
pah (1)
penning (1)
qsfsr1 (1)
qsfrdhla (1)
qsprcmpx (1)
qsfsr2 (1)
mtp2 (1)
analcatdata_birthday (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_Prostate (1) 0.0076923076923077
AP_Prostate_Kidney (1) 0.018237082066869
AP_Breast_Colon (1) 0.057142857142857
OVA_Prostate (1) 0.0032362459546926
analcatdata_michiganacc (1)
detroit (2)
kidney (1)
analcatdata_apnea3 (1)
analcatdata_apnea2 (1)
analcatdata_apnea1 (1)
bank32nh (1)
bodyfat (1)
cloud (2) 0.23148148148148
yeast_gene (1)
GCM (1) 0.80526315789474
analcatdata_draft (1)
cjs (1) 0.55078683834049
cpu (1)
cpu_small (2)
fried (1)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
AP_Omentum_Kidney (1) 0.047477744807122
AP_Ovary_Kidney (1) 0.076419213973799
AP_Breast_Lung (1) 0.061702127659574
visualizing_ethanol (1)
chscase_geyser1 (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)
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)
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(cpu_act) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 0.02295524691358
BNG(pbc) (1)
BNG(lowbwt) (1)
BNG(autoPrice) (1)
BNG(2dplanes) (1)
BNG(echoMonths) (1)
ESL (2)
ada_prior (1) 0.24813678211311
hiva_agnostic (1) 0.03523291558288
vowel (3) 0.056565656565657
cjs (2) 0.24320457796853
ESL (1)
SWD (1)
LEV (1)
ERA (1)
BNG(anneal,1000,1) (1) 0.240348
BNG(anneal,1000,5) (1) 0.240348
BNG(anneal,1000,10) (1) 0.240348
BNG(anneal,5000,5) (1) 0.240348
BNG(anneal,5000,10) (1) 0.240348
BNG(anneal,10000,5) (1) 0.240348
BNG(anneal,10000,10) (1) 0.240348
BNG(anneal.ORIG,1000,1) (1) 0.240348
eating (1) 0.75343915343915
BNG(anneal.ORIG,1000,5) (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,5000,10) (1) 0.378415
BNG(kr-vs-kp,10000,1) (1) 0.325519
BNG(kr-vs-kp,10000,5) (1) 0.394598
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)
BNG(SPECTF) (1) 0.2813
Click_prediction_small (1) 0.044628041735081
Click_prediction_small (4) 0.16793998227705
Stagger2 (1) 0.223074
Stagger3 (1) 0
AirlinesCodrnaAdult (1) 0.35451016447032
codrnaNorm (1) 0.26571899337857
lungcancer_shedden (1)
letter-challenge-unlabeled.arff (1) 0.276
letter-challenge-labeled.arff (1) 0.27285
Click_prediction_small (6) 0.16793998227705
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_Endometrium_Kidney (1) 0.05607476635514
AP_Breast_Kidney (1) 0.039735099337748
AP_Endometrium_Ovary (1) 0.20849420849421
AP_Colon_Uterus (1) 0.068292682926829
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)
wind (1)
analcatdata_supreme (1)
tecator (1)
analcatdata_gsssexsurvey (1)
space_ga (1)
nflpass (1)
places (1)
sleep (2)
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)
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)
plasma_retinol (1)
balloon (1)
arsenic-female-lung (1)
baseball-team (1)
analcatdata_gviolence (1)
vinnie (1)
analcatdata_wildcat (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
quake (2)
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)
analcatdata_negotiation (1)
newton_hema (1)
wind_correlations (1)
analcatdata_hiroshima (1)
djdc0093 (1)
analcatdata_runshoes (1)
analcatdata_vineyard (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)
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)
qsabr1 (1)
qsbr_rw1 (1)
prnn_crabs (1) 0.355
hutsof99_logis (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
visualizing_soil (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_census4 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_slope (1)
disclosure_x_tampered (1)
visualizing_environmental (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_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)
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_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)
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)
sleuth_case1102 (1)
rabe_266 (1)
chscase_census6 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
chscase_census5 (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)
KDDCup09_churn (1) 0.07344
KDDCup99 (1) 0.21499129589895
KDDCup09_upselling (1) 0.06216
nasa_numeric (1)
rsctc2010_2 (1) 0.44761904761905
rsctc2010_3 (1) 0.6
rsctc2010_4 (1) 0.6283185840708
gina_prior (1) 0.2661476355248
cocomo_numeric (1)
SMSA (1)
Brainsize (1)
Acorns (1)
Cereals (1) 0.5974025974026
FacultySalaries (1)
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
qqdefects_numeric (1)
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
BNG(letter,5000,10) (1) 0.934332
BNG(letter,10000,10) (1) 0.934272
BNG(audiology,1000,1) (1) 0.660858
BNG(audiology,5000,1) (1) 0.557716
BNG(autos,1000,1) (1) 0.591344
BNG(autos,1000,10) (1) 0.65713
BNG(autos,10000,10) (1) 0.590687
BNG(lymph,5000,1) (1) 0.216907
BNG(lymph,5000,5) (1) 0.438789
BNG(lymph,10000,1) (1) 0.196697
a1a (1)
a6a (1)
lungcancer_GSE31210 (1) 0.14601769911504
MyIris (1) 0.33333333333333
Kaggle_bike_sharing_demand_challange (1)
physionet_tachycardia (1) 0.043165467625899
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_Colon_Kidney (1) 0.042124542124542
OVA_Uterus (1) 0.080258899676375
OVA_Omentum (1) 0.049838187702265
AP_Lung_Uterus (1) 0.064
BNG(kr-vs-kp,1000,1) (1) 0.351494
BNG(auto_price) (1)
BNG(lymph,1000,1) (1) 0.438349
BNG(kr-vs-kp,1000,10) (1) 0.40751
BNG(spect_test) (1) 0.084563
kc1-numeric (1)
artificial-characters (1) 0.8265805441378
us_crime (1)
Click_prediction_small (3) 0.16671789968009
sleep (1)
rsctc2010_1 (1) 0.44761904761905
BNG(anneal,5000,1) (1) 0.195615
BNG(letter,10000,1) (1) 0.933527
BNG(kr-vs-kp,5000,5) (1) 0.351928
physionet_bradycardia (1) 0.17777777777778
a8a (1)
nki70.arff (1)
german.numer (1)
BNG(lymph,10000,10) (1) 0.441332
BNG(letter,5000,1) (1) 0.934245
BNG(SPECT) (1) 0.20842
BNG(stock) (1)
AP_Breast_Uterus (1) 0.066239316239316
BNG(autos,1000,5) (1) 0.676446
BNG(lymph,5000,10) (1) 0.456505
BNG(solar-flare) (1) 0.005618