Measure

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

Value per dataset

BNG(page-blocks,nominal,295245) (1) 0.080404409896865
BNG(credit-g,nominal,1000000) (1) 0.246144
BNG(pendigits,nominal,1000000) (1) 0.070491
BNG(cylinder-bands,nominal,1000000) (1) 0.228135
BNG(dermatology,nominal,1000000) (1) 0.019446
BNG(segment) (1) 0.12519
mfeat-factors (1) 0.044
breast-cancer (1) 0.3006993006993
mfeat-fourier (1) 0.2115
breast-w (1) 0.042918454935622
mfeat-karhunen (1) 0.05
bridges (1) 0.42857142857143
mfeat-morphological (1) 0.3295
bridges (2) 0.38095238095238
mfeat-pixel (1) 0.0475
BNG(anneal.ORIG,nominal,1000000) (1) 0.122294
BNG(kr-vs-kp) (1) 0.046816
BNG(labor,nominal,1000000) (1) 0.038031
BNG(letter,nominal,1000000) (1) 0.409372
BNG(autos,nominal,1000000) (1) 0.207877
BNG(lymph,nominal,1000000) (1) 0.087971
BNG(breast-cancer,nominal,1000000) (1) 0.222124
BNG(mfeat-fourier,nominal,1000000) (1) 0.206015
heart-h (1) 0.21428571428571
trains (1) 0.5
heart-statlog (1) 0.27037037037037
vehicle (1) 0.31914893617021
hepatitis (1) 0.18709677419355
vote (1) 0.066666666666667
hypothyroid (1) 0.089077412513256
vowel (1) 0.077777777777778
ionosphere (1) 0.14529914529915
waveform-5000 (1) 0.2628
zoo (1) 0.069306930693069
BNG(anneal,nominal,1000000) (1) 0.048416
anneal (1) 0.06347438752784
kr-vs-kp (1) 0.069148936170213
labor (1) 0.21052631578947
letter (1) 0.05785
audiology (1) 0.26548672566372
liver-disorders (1)
autos (1) 0.25853658536585
BNG(mfeat-karhunen,nominal,1000000) (1) 0.107741
BNG(bridges_version1,nominal,1000000) (1) 0.244761
BNG(bridges_version2,nominal,1000000) (1) 0.233162
BNG(mfeat-zernike,nominal,1000000) (1) 0.218928
BNG(cmc,nominal,55296) (1) 0.49432146990741
BNG(mushroom) (1) 0.011358
pendigits (1) 0.0079148471615721
cylinder-bands (1) 0.30925925925926
postoperative-patient-data (1) 0.35555555555556
dermatology (1) 0.068306010928962
segment (1) 0.048484848484848
diabetes (1) 0.30989583333333
ecoli (1) 0.18154761904762
sonar (1) 0.16826923076923
glass (1) 0.32710280373832
soybean (1) 0.11713030746706
haberman (1) 0.34313725490196
hayes-roth_test (1) 0.60714285714286
splice (1) 0.26896551724138
hayes-roth_train (1) 0.32575757575758
tae (1) 0.42384105960265
heart-c (1) 0.22112211221122
colic (1) 0.19836956521739
nursery (1) 0.037268518518519
colic (2) 0.20652173913043
optdigits (1) 0.016903914590747
credit-approval (1) 0.17826086956522
page-blocks (1) 0.044217065594738
car (1) 0.10706018518519
mfeat-zernike (1) 0.2065
cmc (1) 0.55125594025798
BNG(vehicle,nominal,1000000) (1) 0.300377
BNG(hepatitis,nominal,1000000) (1) 0.071324
BNG(vote) (1) 0.030677795410156
BNG(hypothyroid,nominal,1000000) (1) 0.073321
BNG(vowel,nominal,1000000) (1) 0.243609
BNG(ionosphere) (1) 0.036065
BNG(waveform-5000,nominal,1000000) (1) 0.251266
BNG(zoo,nominal,1000000) (1) 0.048599
CovPokElec (1) 0.20058741691142
covertype (3) 0.066998616207583
BNG(sick,nominal,1000000) (1) 0.058451
BNG(sonar,nominal,1000000) (1) 0.138891
BNG(glass,nominal,137781) (1) 0.30910648057424
BNG(soybean) (1) 0.065469
BNG(spambase) (1) 0.333591
BNG(heart-c,nominal,1000000) (1) 0.123823
BNG(tic-tac-toe) (1) 0.22885230909922
BNG(heart-h,nominal,1000000) (1) 0.128749
BNG(trains) (1) 0.051276
BNG(heart-statlog,nominal,1000000) (1) 0.111163
primary-tumor (1) 0.59882005899705
shuttle-landing-control (1) 0.53333333333333
solar-flare (1) 0.024767801857585
solar-flare (2) 0.01031894934334
spect_test (1) 0.14438502673797
spect_train (1) 0.3625
spectf_test (1) 0.28996282527881
spectf_train (1) 0.325
adult (1) 0.20513083002334
yeast (1) 0.49865229110512
satimage (1) 0.10762052877138
abalone (1) 0.79818051232942
kropt (1) 0.33768177929855
braziltourism (1) 0.33252427184466
wine (1) 0.061797752808989
eucalyptus (1) 0.46603260869565
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) 0.129096
lung-cancer (1) 0.59375
molecular-biology_promoters (1) 0.16037735849057
monks-problems-1_test (1) 0.12037037037037
monks-problems-1_train (1) 0.2741935483871
monks-problems-2_test (1) 0.43981481481481
monks-problems-2_train (1) 0.46745562130178
monks-problems-3_test (1) 0.027777777777778
monks-problems-3_train (1) 0.21311475409836
Hyperplane_10_1E-3 (1) 0.389294
Hyperplane_10_1E-4 (1) 0.182489
LED(50000) (1) 0.411661
pokerhand (1) 0.30235371158501
RandomRBF_0_0 (1) 0.083136
RandomRBF_10_1E-3 (1) 0.138127
RandomRBF_10_1E-4 (1) 0.113829
RandomRBF_50_1E-3 (1) 0.427986
RandomRBF_50_1E-4 (1) 0.297144
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) 0.207782
BNG(zoo) (1) 0.055709
20_newsgroups.drift (1)
meta_all.arff (1) 0.53521126760563
meta_batchincremental.arff (1) 0.43243243243243
meta_instanceincremental.arff (1) 0.16216216216216
meta_stream_intervals.arff (1) 0.037219909662563
BNG(pendigits) (1) 0.102715
BNG(cylinder-bands) (1) 0.235899
BNG(dermatology) (1) 0.023841
BNG(sonar) (1) 0.239733
BNG(glass) (1) 0.38649741256051
BNG(heart-c) (1) 0.148487
BNG(heart-statlog) (1) 0.147621
BNG(vehicle) (1) 0.364867
BNG(hepatitis) (1) 0.097668
BNG(vowel) (1) 0.303382
oil_spill (1) 0.04375667022412
scene (1) 0.081013710012464
spectrometer (1) 0.63276836158192
thyroid_sick (1) 0.041092258748674
us_crime (1)
bridges (3) 0.39047619047619
bridges (4) 0.39047619047619
hayes-roth (1) 0.36875
BNG(breast-w) (1) 0.023497434334197
BNG(cmc) (1) 0.52761501736111
BNG(colic) (1) 0.14619
BNG(credit-a) (1) 0.155599
BNG(page-blocks) (1) 0.10480448441125
Australian (1) 0.17536231884058
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
isolet (1) 0.14428626394767
BNG(anneal) (1) 0.046131
BNG(anneal.ORIG) (2) 0.13295
BNG(letter) (2) 0.439437
BNG(autos) (1) 0.378566
BNG(lymph) (1) 0.100868
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) 0.077777777777778
puma32H (1)
mammography (1) 0.017258338549584
flags (1) 0.45360824742268
wine_quality (1)
ipums_la_98-small (1) 0.25905143620574
ipums_la_97-small (1) 0.66191765208719
tr45.wc (1) 0.60869565217391
tr21.wc (1) 0.32142857142857
oh15.wc (1) 0.80284775465498
tr11.wc (1) 0.60386473429952
tr23.wc (1) 0.5
new3s.wc (1) 0.67576898932831
re0.wc (1) 0.40757978723404
oh0.wc (1) 0.81056829511466
la2s.wc (1) 0.64422764227642
re1.wc (1) 0.57754978877489
la1s.wc (1) 0.63576779026217
tr12.wc (1) 0.64856230031949
wap.wc (1) 0.68910256410256
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) 0.7092402057776
SyskillWebert-BioMedical (1)
JapaneseVowels (1) 0.018371649432788
SyskillWebert-Sheep (1)
synthetic_control (1) 0.035
ipums_la_99-small (1) 0.25226142017187
SyskillWebert-Bands (1)
selwood (1)
pah (1)
penning (1)
qsfsr1 (1)
qsprcmpx (1)
mtp2 (1)
squash-unstored (1) 0.38461538461538
white-clover (1) 0.49206349206349
sponge (1) 0.065789473684211
aids (1) 0.66
webdata_wXa (1) 0.22591550819495
vehicle_sensIT (1) 0.26067716791166
chembl1075021test1 (1)
monks-problems-1 (1) 0.06294964028777
monks-problems-3 (1) 0.041516245487365
SPECT (1) 0.25093632958801
SPECTF (1) 0.27220630372493
grub-damage (1) 0.66451612903226
pasture (1) 0.25
squash-stored (1) 0.44230769230769
qsartox (1)
benzo32 (1)
uehling (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
irish (1) 0.022
analcatdata_broadwaymult (1) 0.72631578947368
cars (1) 0.27586206896552
analcatdata_birthday (1)
analcatdata_authorship (1) 0.011890606420927
analcatdata_reviewer (1) 0.39915966386555
cjs (1) 0.76788268955651
analcatdata_marketing (1) 0.51381215469613
analcatdata_bankruptcy (1) 0.12
collins (1) 0
analcatdata_cyyoung9302 (1) 0.30434782608696
prnn_viruses (1) 0.049180327868852
analcatdata_creditscore (1) 0.25
backache (1) 0.19444444444444
schizo (1) 0.42941176470588
confidence (1) 0.19444444444444
analcatdata_dmft (1) 0.80552070263488
profb (1) 0.5
qsabr1 (1)
qsbr_rw1 (1)
analcatdata_boxing2 (1) 0.34090909090909
prnn_crabs (1) 0.03
analcatdata_homerun (1) 0.57407407407407
tecator (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
places (1)
analcatdata_vehicle (1)
plasma_retinol (1)
arsenic-female-lung (1)
djdc0093 (1)
humandevel (1)
analcatdata_uktrainacc (1)
ada_agnostic (1) 0.22599736957475
pc4 (1) 0.14951989026063
pc3 (1) 0.12284069097889
sylva_agnostic (1) 0.024869746439736
gina_agnostic (1) 0.18886966551326
KDDCup09_upselling (1) 0.13388
MagicTelescope (1) 0.19674027339642
kc1 (1) 0.15125651967757
pc1 (1) 0.073038773669973
jm1 (1) 0.24474046853468