Measure

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

Value per dataset

BNG(pendigits,nominal,1000000) (1) 0.081038
BNG(cylinder-bands,nominal,1000000) (1) 0.226618
BNG(dermatology,nominal,1000000) (1) 0.02779
BNG(segment) (1) 0.125349
mfeat-fourier (1) 0.2845
breast-w (1) 0.055793991416309
mfeat-karhunen (1) 0.2055
bridges (1) 0.58095238095238
bridges (2) 0.58095238095238
mfeat-pixel (1) 0.293
BNG(anneal.ORIG,nominal,1000000) (1) 0.11984
BNG(kr-vs-kp) (1) 0.111899
BNG(labor,nominal,1000000) (1) 0.036843
BNG(letter,nominal,1000000) (1) 0.74906
BNG(autos,nominal,1000000) (1) 0.21843
BNG(lymph,nominal,1000000) (1) 0.091991
BNG(breast-cancer,nominal,1000000) (1) 0.218453
BNG(mfeat-fourier,nominal,1000000) (1) 0.448336
heart-h (1) 0.22789115646259
trains (1) 0.6
heart-statlog (1) 0.25185185185185
vote (1) 0.045977011494253
hypothyroid (1) 0.0079533404029692
vowel (1) 0.63939393939394
waveform-5000 (1) 0.253
zoo (1) 0.59405940594059
BNG(anneal,nominal,1000000) (1) 0.04126
audiology (1) 0.29646017699115
autos (1) 0.4390243902439
BNG(mfeat-karhunen,nominal,1000000) (1) 0.434766
BNG(bridges_version1,nominal,1000000) (1) 0.293833
BNG(bridges_version2,nominal,1000000) (1) 0.287019
BNG(mfeat-zernike,nominal,1000000) (1) 0.222026
BNG(cmc,nominal,55296) (1) 0.48649088541667
BNG(mushroom) (1) 0.01052
postoperative-patient-data (1) 0.28888888888889
dermatology (1) 0.10109289617486
segment (1) 0.069264069264069
ecoli (1) 0.24107142857143
sonar (1) 0.28846153846154
soybean (1) 0.26500732064422
haberman (1) 0.2843137254902
hayes-roth_test (1) 0.60714285714286
hayes-roth_train (1) 0.43939393939394
tae (1) 0.49668874172185
heart-c (1) 0.25742574257426
colic (1) 0.3695652173913
nursery (1) 0.057253086419753
colic (2) 0.16847826086957
page-blocks (1) 0.033985017357939
car (1) 0.15046296296296
mfeat-zernike (1) 0.3295
BNG(vehicle,nominal,1000000) (1) 0.296877
BNG(hepatitis,nominal,1000000) (1) 0.069904
BNG(vote) (1) 0.0296630859375
BNG(hypothyroid,nominal,1000000) (1) 0.073109
BNG(vowel,nominal,1000000) (1) 0.243985
BNG(ionosphere) (1) 0.108127
BNG(waveform-5000,nominal,1000000) (1) 0.165115
BNG(zoo,nominal,1000000) (1) 0.067083
CovPokElec (1) 0.043123958709057
covertype (3) 0.093603918679821
BNG(sick,nominal,1000000) (1) 0.059149
BNG(sonar,nominal,1000000) (1) 0.131991
BNG(soybean) (1) 0.105958
BNG(spambase) (1) 0.333302
BNG(heart-c,nominal,1000000) (1) 0.120175
BNG(tic-tac-toe) (1) 0.22836965909668
BNG(heart-h,nominal,1000000) (1) 0.127795
BNG(trains) (1) 0.062003
BNG(heart-statlog,nominal,1000000) (1) 0.108868
primary-tumor (1) 0.62536873156342
shuttle-landing-control (1) 0.4
solar-flare (1) 0.021671826625387
solar-flare (2) 0.0046904315196998
spect_test (1) 0.080213903743316
spect_train (1) 0.3375
spectf_test (1) 0.20446096654275
spectf_train (1) 0.3125
yeast (1) 0.43396226415094
satimage (1) 0.15349922239502
abalone (1) 0.75412975819966
kropt (1) 0.56148417450813
braziltourism (1) 0.22572815533981
mbagrade (1)
cleveland (1)
auto_price (1)
autoMpg (1)
delta_elevators (1)
pbc (1)
SEA(50) (1) 0.153117
lung-cancer (1) 0.59375
molecular-biology_promoters (1) 0.29245283018868
monks-problems-1_test (1) 0.06712962962963
monks-problems-1_train (1) 0.25806451612903
monks-problems-2_test (1) 0.3287037037037
monks-problems-2_train (1) 0.51479289940828
monks-problems-3_test (1) 0
monks-problems-3_train (1) 0.065573770491803
Hyperplane_10_1E-3 (1) 0.333616
Hyperplane_10_1E-4 (1) 0.152436
LED(50000) (1) 0.389818
RandomRBF_0_0 (1) 0.108107
RandomRBF_10_1E-3 (1) 0.189802
RandomRBF_10_1E-4 (1) 0.156242
RandomRBF_50_1E-3 (1) 0.672039
RandomRBF_50_1E-4 (1) 0.440822
pol (1)
cholesterol (1)
sleep (1)
autoPrice (1)
detroit (1)
cloud (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
elevators (1)
pyrim (1)
house_8L (1)
BNG(waveform-5000) (1) 0.137468
BNG(zoo) (1) 0.063402
20_newsgroups.drift (1)
meta_all.arff (1) 0.40845070422535
meta_batchincremental.arff (1) 0.36486486486486
meta_instanceincremental.arff (1) 0.27027027027027
meta_stream_intervals.arff (1) 0.012089274643521
BNG(pendigits) (1) 0.116704
BNG(cylinder-bands) (1) 0.228646
BNG(dermatology) (1) 0.027394
BNG(sonar) (1) 0.175226
BNG(glass) (1) 0.27587258039933
BNG(heart-c) (1) 0.110231
BNG(heart-statlog) (1) 0.108511
BNG(vehicle) (1) 0.281024
BNG(hepatitis) (1) 0.076633
BNG(vowel) (1) 0.270068
scene (1) 0.043622766929788
spectrometer (1) 0.89642184557439
thyroid_sick (1) 0.014050901378579
us_crime (1)
bridges (3) 0.61904761904762
bridges (4) 0.61904761904762
hayes-roth (1) 0.2125
BNG(breast-w) (1) 0.022709952751105
BNG(cmc) (1) 0.45361328125
BNG(colic) (1) 0.111603
BNG(credit-a) (1) 0.11094
BNG(page-blocks) (1) 0.062761435418043
Australian (1) 0.14492753623188
satellite_image (1)
coil2000 (1)
libras_move (1)
isolet (1) 0.22624086186995
BNG(anneal) (1) 0.034009
BNG(anneal.ORIG) (2) 0.103254
BNG(letter) (2) 0.341666
BNG(autos) (1) 0.301748
BNG(lymph) (1) 0.089084
echoMonths (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
fishcatch (1)
ozone_level (1)
ipums_la_98-small (1) 0.35845023380094
ipums_la_97-small (1) 0.72389229234934
tr45.wc (1) 0.15942028985507
tr11.wc (1) 0.22946859903382
tr23.wc (1) 0.18137254901961
re0.wc (1) 0.29521276595745
oh0.wc (1) 0.25822532402792
la2s.wc (1) 0.47479674796748
re1.wc (1) 0.27761013880507
la1s.wc (1) 0.2687265917603
tr12.wc (1) 0.29073482428115
wap.wc (1) 0.40128205128205
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) 0.71527502967946
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 0.16373858046381
SyskillWebert-Sheep (1)
synthetic_control (1) 0.185
ipums_la_99-small (1) 0.34384893713252
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 0.42307692307692
white-clover (1) 0.44444444444444
sponge (1) 0.078947368421053
aids (1) 0.6
webdata_wXa (1) 0.17647536106453
chembl1075021test1 (1)
monks-problems-3 (1) 0.025270758122744
SPECT (1) 0.25093632958801
grub-damage (1) 0.71612903225806
pasture (1) 0.52777777777778
squash-stored (1) 0.55769230769231
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
analcatdata_broadwaymult (1) 0.5859649122807
cars (1) 0.27586206896552
analcatdata_authorship (1) 0.10582639714625
analcatdata_reviewer (1) 0.47899159663866
cjs (1) 0
analcatdata_marketing (1) 0.47237569060773
analcatdata_bankruptcy (1) 0.52
collins (1) 0.84
analcatdata_cyyoung9302 (1) 0.16304347826087
prnn_viruses (1) 0.39344262295082
analcatdata_creditscore (1) 0.01
backache (1) 0.17777777777778
confidence (1) 0.25
analcatdata_dmft (1) 0.82057716436637
profb (1) 0.33333333333333
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.1969696969697
prnn_crabs (1) 0.14
analcatdata_homerun (1) 0.4320987654321
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
arsenic-female-lung (1)
djdc0093 (1)
humandevel (1)
analcatdata_uktrainacc (1)
ada_agnostic (1) 0.15870232354231
pc4 (1) 0.11111111111111
pc3 (1) 0.11004478566859
sylva_agnostic (1) 0.0093087877735325
gina_agnostic (1) 0.14590542099193