Measure

kNN1NErrRate

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

Value per dataset

cjs (1) 0.76788268955651
cpu_small (2)
AP_Omentum_Kidney (1) 0.029673590504451
AP_Ovary_Kidney (1) 0.037117903930131
OVA_Kidney (1) 0.023948220064725
OVA_Uterus (1) 0.086731391585761
OVA_Omentum (1) 0.082200647249191
AP_Ovary_Lung (1) 0.12654320987654
AP_Endometrium_Breast (1) 0.02962962962963
OVA_Breast (1) 0.082200647249191
AP_Uterus_Kidney (1) 0.036458333333333
OVA_Lung (1) 0.042071197411003
KDDCup09_upselling (1) 0.13388
chscase_funds (1)
fri_c4_100_100 (1)
fri_c0_250_25 (1)
sleuth_ex1714 (1)
KnuggetChase3 (1) 0.27319587628866
chscase_health (1)
visualizing_ethanol (1)
rabe_166 (1)
visualizing_soil (1)
chscase_vine2 (1)
hutsof99_child_witness (1)
OVA_Colon (1) 0.056957928802589
AP_Breast_Ovary (1) 0.086715867158672
AP_Endometrium_Kidney (1) 0.018691588785047
BNG(spectf_test) (1) 0.309636
BNG(adult) (1) 0.183928
BNG(satimage) (1) 0.152678
BNG(baseball) (1)
BNG(eucalyptus) (1) 0.4927
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 0.017605251736111
BNG(solar-flare) (1) 0.00394
BNG(spect_test) (1) 0.083501
hiva_agnostic (1) 0.046346654055332
cjs (2) 0.24856938483548
ESL (1)
ozone_level (1)
bridges (3) 0.39047619047619
delta_elevators (2)
bank8FM (1)
cpu_act (2)
kdd_coil_4 (1)
fri_c4_250_100 (1)
fri_c0_1000_25 (1)
yeast_gene (1)
rsctc2010_5 (1) 0.38202247191011
mouseType (1) 0.39252336448598
ovarianTumour (1) 0.13427561837456
hepatitisC (1) 0.13427561837456
variousCancers_final (1) 0.1331592689295
Acorns (1)
Cereals (1) 0.58441558441558
rsctc2010_4 (1) 0.6283185840708
kc1-numeric (1)
lmpavw (1)
BNG(letter,5000,1) (1) 0.449972
BNG(letter,5000,10) (1) 0.53773
BNG(letter,10000,1) (1) 0.44257
BNG(letter,10000,10) (1) 0.483195
BNG(audiology,1000,1) (1) 0.286585
BNG(audiology,1000,10) (1) 0.545888
BNG(audiology,5000,1) (1) 0.248551
BNG(kr-vs-kp,1000,10) (1) 0.179016
BNG(kr-vs-kp,5000,5) (1) 0.048815
BNG(kr-vs-kp,5000,10) (1) 0.068636
BNG(kr-vs-kp,10000,1) (1) 0.037652
BNG(kr-vs-kp,10000,5) (1) 0.037995
BNG(kr-vs-kp,10000,10) (1) 0.04878
BNG(letter,1000,5) (1) 0.6513
BNG(anneal,1000,1) (1) 0.133481
BNG(anneal,1000,5) (1) 0.235017
BNG(anneal,1000,10) (1) 0.277132
BNG(anneal,5000,1) (1) 0.057718
BNG(anneal,5000,5) (1) 0.133408
BNG(anneal,5000,10) (1) 0.172397
BNG(anneal,10000,1) (1) 0.059903
BNG(anneal,10000,5) (1) 0.09576
BNG(anneal,10000,10) (1) 0.133074
BNG(anneal.ORIG,1000,1) (1) 0.175005
BNG(anneal.ORIG,1000,5) (1) 0.233274
BNG(anneal.ORIG,1000,10) (1) 0.306436
BNG(anneal.ORIG,5000,1) (1) 0.103911
BNG(anneal.ORIG,5000,5) (1) 0.174832
BNG(anneal.ORIG,10000,5) (1) 0.143285
BNG(kr-vs-kp,1000,1) (1) 0.048704
BNG(kr-vs-kp,1000,5) (1) 0.1376
codrnaNorm (1) 0.05422001166682
lungcancer_shedden (1)
fri_c4_100_10 (1)
fri_c3_100_5 (1)
BNG(audiology,5000,5) (1) 0.286805
BNG(audiology,5000,10) (1) 0.341395
BNG(autos,1000,1) (1) 0.465739
BNG(autos,1000,5) (1) 0.659946
BNG(autos,1000,10) (1) 0.71536
BNG(autos,5000,1) (1) 0.34379
BNG(autos,5000,5) (1) 0.464571
BNG(autos,10000,1) (1) 0.342474
BNG(autos,10000,5) (1) 0.411702
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
BNG(autos,10000,10) (1) 0.465118
BNG(lymph,1000,1) (1) 0.326757
BNG(lymph,1000,10) (1) 0.490076
BNG(lymph,5000,1) (1) 0.149106
BNG(lymph,5000,5) (1) 0.324687
BNG(lymph,5000,10) (1) 0.388433
BNG(lymph,10000,1) (1) 0.112261
BNG(lymph,10000,10) (1) 0.324528
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a8a (1)
Kaggle_bike_sharing_demand_challange (1)
physionet_bradycardia (1) 0.12222222222222
physionet_tachycardia (1) 0.050359712230216
fri_c4_500_100 (1)
TAM_k_d (1) 0.3011583011583
Agrawal1 (1) 0.154298
Stagger2 (1) 0
Stagger3 (1) 0
BNG(SPECT) (1) 0.157666
BNG(SPECTF) (1) 0.357771
BNG(mv) (1)
BNG(JapaneseVowels) (1) 0.193274
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1) 0.201569
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 0.29561
BNG(puma32H) (1)
letter-challenge-unlabeled.arff (1) 0.0321
letter-challenge-labeled.arff (1) 0.02265
Click_prediction_small (6) 0.1244023510446
nki70.arff (1)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(autoPrice) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
analcatdata_birthday (1)
analcatdata_vehicle (1)
papir_2 (1)
dj30-1985-2003 (1) 0.3452224136184
hip (1)
analcatdata_impeach (1)
analcatdata_whale (1)
analcatdata_supreme (1)
analcatdata_gsssexsurvey (1)
nflpass (1)
analcatdata_neavote (1)
analcatdata_election2000 (1)
pollen (1)
analcatdata_uktrainacc (1)
analcatdata_chlamydia (1)
baseball-team (1)
wind_correlations (1)
analcatdata_hiroshima (1)
djdc0093 (1)
gina_prior (1) 0.05363321799308
BNG(colic.ORIG,nominal,1000000) (1) 0.178178
BNG(colic,nominal,1000000) (1) 0.110129
BNG(optdigits) (1) 0.051622
BNG(credit-a,nominal,1000000) (1) 0.117736
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
BNG(anneal.ORIG,nominal,1000000) (1) 0.122294
BNG(kr-vs-kp) (1) 0.046816
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
hayes-roth_test (1) 0.60714285714286
hayes-roth_train (1) 0.32575757575758
vowel (1) 0.077777777777778
BNG(mfeat-karhunen,nominal,1000000) (1) 0.107741
BNG(bridges_version1,nominal,1000000) (1) 0.244761
bolts (1)
cpu_act (1)
delta_elevators (1)
pbc (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
echoMonths (1)
puma8NH (1)
hungarian (1)
fishcatch (1)
pharynx (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)
krystek (1)
qsbralks (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
doherty (1)
chang (1)
qsabr2 (1)
la2s.wc (1) 0.64422764227642
re1.wc (1) 0.57754978877489
la1s.wc (1) 0.63576779026217
wap.wc (1) 0.68910256410256
ohscal.wc (1) 0.82431463895359
pah (1)
penning (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)
BNG(vehicle,nominal,1000000) (1) 0.300377
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
BNG(bridges_version2,nominal,1000000) (1) 0.233162
Hyperplane_10_1E-3 (1) 0.389294
Hyperplane_10_1E-4 (1) 0.182489
RandomRBF_0_0 (1) 0.083136
RandomRBF_10_1E-3 (1) 0.138127
RandomRBF_10_1E-4 (1) 0.113829
RandomRBF_50_1E-4 (1) 0.297144
BNG(sick,nominal,1000000) (1) 0.058451
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(heart-h,nominal,1000000) (1) 0.128749
BNG(trains) (1) 0.051276
BNG(heart-statlog,nominal,1000000) (1) 0.111163
spect_test (1) 0.14438502673797
spect_train (1) 0.3625
spectf_test (1) 0.28996282527881
spectf_train (1) 0.325
SEA(50) (1) 0.129096
SEA(50000) (1) 0.12927
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
oh15.wc (1) 0.80284775465498
internet_usage (1) 0.7092402057776
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
tr31.wc (1) 0.42610571736785
codrna (1) 0.054371475648071
chembl1075021test1 (1)
aids (1) 0.66
bridges (2) 0.38095238095238
BNG(anneal) (1) 0.046131
BNG(anneal.ORIG) (2) 0.13295
BNG(labor) (2) 0.057355
BNG(letter) (2) 0.439437
BNG(autos) (1) 0.378566
BNG(lymph) (1) 0.100868
BNG(mfeat-fourier) (1) 0.244952
BNG(bridges_version1) (1) 0.303501
BNG(mfeat-zernike) (1) 0.268404
BNG(colic.ORIG) (1) 0.223644
BNG(colic) (1) 0.14619
BNG(credit-a) (1) 0.155599
BNG(credit-g) (1) 0.285708
20_newsgroups.drift (1)
BNG(mfeat-karhunen) (1) 0.07545
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
Ailerons (1)
BNG(waveform-5000) (1) 0.207782
BNG(zoo) (1) 0.055709
BNG(hepatitis,nominal,1000000) (1) 0.071324
AccelerometerData (1)
BNG(kr-vs-kp,5000,1) (1) 0.031539
a9a (1)
BNG(mfeat-zernike,nominal,1000000) (1) 0.218928
MeanWhile1 (1) 0.1699604743083
BNG(audiology,1000,5) (1) 0.440421
thompson (1)
KDDCup99 (1) 0.00057285130156674
BNG(labor,nominal,1000000) (1) 0.038031
BNG(vote) (1) 0.030677795410156
AP_Lung_Kidney (1) 0.059585492227979
BNG(sonar,nominal,1000000) (1) 0.138891
BNG(autos,5000,10) (1) 0.559049
BNG(hypothyroid,nominal,1000000) (1) 0.073321
BNG(anneal,nominal,1000000) (1) 0.048416
covertype (2) 0.055045334691882
monks-problems-3_train (1) 0.21311475409836