Measure

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

Value per dataset

BNG(credit-a,nominal,1000000) (1) 0.126682
BNG(page-blocks,nominal,295245) (1) 0.083642398685837
BNG(credit-g,nominal,1000000) (1) 0.236523
BNG(pendigits,nominal,1000000) (1) 0.086017
BNG(cylinder-bands,nominal,1000000) (1) 0.208783
BNG(dermatology,nominal,1000000) (1) 0.025825
BNG(segment) (1) 0.133998
balance-scale (1) 0.1984
mfeat-factors (1) 0.1335
breast-cancer (1) 0.27622377622378
mfeat-fourier (1) 0.254
breast-w (1) 0.088698140200286
mfeat-karhunen (1) 0.2105
bridges (1) 0.39047619047619
mfeat-morphological (1) 0.2955
bridges (2) 0.36190476190476
mfeat-pixel (1) 0.2375
BNG(anneal.ORIG,nominal,1000000) (1) 0.146965
BNG(kr-vs-kp) (1) 0.344194
BNG(labor,nominal,1000000) (1) 0.056435
BNG(letter,nominal,1000000) (1) 0.923058
BNG(autos,nominal,1000000) (1) 0.274799
BNG(lymph,nominal,1000000) (1) 0.107655
BNG(breast-cancer,nominal,1000000) (1) 0.219233
BNG(mfeat-fourier,nominal,1000000) (1) 0.807753
heart-h (1) 0.2108843537415
trains (1) 0.4
heart-statlog (1) 0.18518518518519
vehicle (1) 0.31914893617021
hepatitis (1) 0.18064516129032
vote (1) 0.045977011494253
hypothyroid (1) 0.027041357370095
vowel (1) 0.30505050505051
ionosphere (1) 0.096866096866097
waveform-5000 (1) 0.2344
zoo (1) 0.099009900990099
BNG(anneal,nominal,1000000) (1) 0.107342
anneal (1) 0.13251670378619
kr-vs-kp (1) 0.33948685857322
labor (1) 0.24561403508772
letter (1) 0.15215
audiology (1) 0.26991150442478
liver-disorders (1)
autos (1) 0.3609756097561
BNG(mfeat-karhunen,nominal,1000000) (1) 0.808654
BNG(bridges_version1,nominal,1000000) (1) 0.262834
BNG(bridges_version2,nominal,1000000) (1) 0.252086
BNG(mfeat-zernike,nominal,1000000) (1) 0.232145
BNG(cmc,nominal,55296) (1) 0.48043258101852
BNG(mushroom) (1) 0.021824
pendigits (1) 0.050582241630277
cylinder-bands (1) 0.42222222222222
postoperative-patient-data (1) 0.28888888888889
dermatology (1) 0.065573770491803
segment (1) 0.041991341991342
diabetes (1) 0.26953125
sick (1) 0.025185577942736
ecoli (1) 0.20535714285714
sonar (1) 0.37019230769231
glass (1) 0.35514018691589
soybean (1) 0.13323572474378
haberman (1) 0.26470588235294
hayes-roth_test (1) 0.53571428571429
splice (1) 0.066457680250784
hayes-roth_train (1) 0.15909090909091
tae (1) 0.52980132450331
heart-c (1) 0.22772277227723
tic-tac-toe (1) 0.23903966597077
colic (1) 0.18478260869565
nursery (1) 0.04429012345679
colic (2) 0.17934782608696
optdigits (1) 0.11583629893238
credit-approval (1) 0.14347826086957
page-blocks (1) 0.031244290151654
car (1) 0.13078703703704
mfeat-zernike (1) 0.314
cmc (1) 0.48947725729803
BNG(vehicle,nominal,1000000) (1) 0.327738
BNG(hepatitis,nominal,1000000) (1) 0.090869
BNG(vote) (1) 0.038894653320312
BNG(hypothyroid,nominal,1000000) (1) 0.074041
BNG(vowel,nominal,1000000) (1) 0.47867
BNG(ionosphere) (1) 0.176875
BNG(waveform-5000,nominal,1000000) (1) 0.166419
BNG(zoo,nominal,1000000) (1) 0.062813
CovPokElec (1) 0.43248655983236
covertype (3) 0.28467398263719
BNG(sick,nominal,1000000) (1) 0.060809
BNG(sonar,nominal,1000000) (1) 0.180963
BNG(glass,nominal,137781) (1) 0.34131701758588
BNG(soybean) (1) 0.082243
BNG(spambase) (1) 0.340925
BNG(heart-c,nominal,1000000) (1) 0.130121
BNG(tic-tac-toe) (1) 0.2796321698928
BNG(heart-h,nominal,1000000) (1) 0.135622
BNG(trains) (1) 0.075242
BNG(heart-statlog,nominal,1000000) (1) 0.116476
primary-tumor (1) 0.56342182890855
shuttle-landing-control (1) 0.4
solar-flare (1) 0.021671826625387
solar-flare (2) 0.0093808630393996
spect_test (1) 0.080213903743316
spect_train (1) 0.35
spectf_test (1) 0.2453531598513
spectf_train (1) 0.2875
adult (1) 0.15744646001392
yeast (1) 0.46024258760108
satimage (1) 0.14836702954899
abalone (1) 0.79339238688054
kropt (1) 0.50834046193328
braziltourism (1) 0.2378640776699
wine (1) 0.089887640449438
eucalyptus (1) 0.41847826086957
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) 0.159384
lung-cancer (1) 0.5625
molecular-biology_promoters (1) 0.21698113207547
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) 0.56213017751479
monks-problems-3_test (1) 0.016203703703704
monks-problems-3_train (1) 0.098360655737705
Hyperplane_10_1E-3 (1) 0.325982
Hyperplane_10_1E-4 (1) 0.151527
LED(50000) (1) 0.384022
pokerhand (1) 0.20451253676732
RandomRBF_0_0 (1) 0.111758
RandomRBF_10_1E-3 (1) 0.198262
RandomRBF_10_1E-4 (1) 0.163684
RandomRBF_50_1E-3 (1) 0.67147
RandomRBF_50_1E-4 (1) 0.458411
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) 0.152548
BNG(zoo) (1) 0.061885
20_newsgroups.drift (1)
meta_all.arff (1) 0.49295774647887
meta_batchincremental.arff (1) 0.37837837837838
meta_instanceincremental.arff (1) 0.17567567567568
meta_stream_intervals.arff (1) 0.021964396421929
BNG(pendigits) (1) 0.116722
BNG(cylinder-bands) (1) 0.208451
BNG(dermatology) (1) 0.025699
BNG(sonar) (1) 0.188235
BNG(glass) (1) 0.31259027006626
BNG(heart-c) (1) 0.117556
BNG(heart-statlog) (1) 0.122617
BNG(vehicle) (1) 0.348769
BNG(hepatitis) (1) 0.086472
BNG(vowel) (1) 0.523506
oil_spill (1) 0.040554962646745
scene (1) 0.076443705857914
spectrometer (1) 0.56120527306968
thyroid_sick (1) 0.025185577942736
us_crime (1)
bridges (3) 0.42857142857143
bridges (4) 0.43809523809524
hayes-roth (1) 0.14375
BNG(breast-w) (1) 0.020728547477519
BNG(cmc) (1) 0.44288917824074
BNG(colic) (1) 0.12393
BNG(credit-a) (1) 0.123302
BNG(page-blocks) (1) 0.074660028112246
Australian (1) 0.1536231884058
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1) 0.19456201102988
BNG(anneal) (1) 0.090233
BNG(anneal.ORIG) (2) 0.140681
BNG(letter) (2) 0.350178
BNG(autos) (1) 0.33096
BNG(lymph) (1) 0.106959
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) 0.30505050505051
puma32H (1)
mammography (1) 0.01538048824108
flags (1) 0.39690721649485
wine_quality (1)
ipums_la_98-small (1) 0.21776887107548
ipums_la_97-small (1) 0.54851118392933
tr45.wc (1) 0.14057971014493
tr21.wc (1) 0.16369047619048
oh15.wc (1) 0.26177437020811
tr11.wc (1) 0.21739130434783
tr23.wc (1) 0.16176470588235
new3s.wc (1) 0.36053567691986
re0.wc (1) 0.26196808510638
oh0.wc (1) 0.19242273180459
la2s.wc (1) 0.53333333333333
re1.wc (1) 0.23053711526856
la1s.wc (1) 0.24906367041199
tr12.wc (1) 0.20766773162939
wap.wc (1) 0.35961538461538
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) 0.57182429758607
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 0.14948298363618
SyskillWebert-Sheep (1)
synthetic_control (1) 0.12166666666667
ipums_la_99-small (1) 0.20386702849389
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 0.32692307692308
white-clover (1) 0.46031746031746
sponge (1) 0.078947368421053
aids (1) 0.52
webdata_wXa (1) 0.17539351977065
vehicle_sensIT (1) 0.16228889249756
chembl1075021test1 (1)
monks-problems-1 (1) 0.25359712230216
monks-problems-3 (1) 0.025270758122744
SPECT (1) 0.23220973782772
SPECTF (1) 0.17478510028653
grub-damage (1) 0.72258064516129
pasture (1) 0.25
squash-stored (1) 0.40384615384615
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) 0.23891625615764
analcatdata_birthday (1)
analcatdata_authorship (1) 0.083234244946492
analcatdata_reviewer (1) 0.47899159663866
cjs (1) 0
analcatdata_marketing (1) 0.42265193370166
analcatdata_bankruptcy (1) 0.26
collins (1) 0
analcatdata_cyyoung9302 (1) 0.19565217391304
prnn_viruses (1) 0.22950819672131
analcatdata_creditscore (1) 0.01
backache (1) 0.13888888888889
schizo (1) 0.24117647058824
confidence (1) 0.26388888888889
analcatdata_dmft (1) 0.80552070263488
profb (1) 0.33333333333333
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.1969696969697
prnn_crabs (1) 0.335
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) 0.13245714285714
humandevel (1)
analcatdata_uktrainacc (1)
ada_agnostic (1) 0.15585269618588
mozilla4 (1) 0.056481183660341
pc4 (1) 0.10836762688615
pc3 (1) 0.10236724248241
sylva_agnostic (1) 0.0097255991663772
gina_agnostic (1) 0.1502306805075
KDDCup09_upselling (1) 0.06196
MagicTelescope (1) 0.17697160883281
kc1 (1) 0.15647226173542
pc1 (1) 0.067628494138864
jm1 (1) 0.19467156637575