Measure

kNN1NErrRate

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

Value per dataset

analcatdata_draft (1)
cjs (1) 0.76788268955651
analcatdata_michiganacc (1)
detroit (2)
analcatdata_apnea3 (1)
analcatdata_apnea2 (1)
analcatdata_apnea1 (1)
bank32nh (1)
bodyfat (1)
cpu (1)
cpu_small (2)
fried (1)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
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)
AP_Endometrium_Prostate (1) 0.015384615384615
OVA_Endometrium (1) 0.051779935275081
AP_Colon_Omentum (1) 0.074380165289256
AP_Prostate_Kidney (1) 0.024316109422492
AP_Breast_Colon (1) 0.071428571428571
OVA_Prostate (1) 0.0032362459546926
AP_Omentum_Kidney (1) 0.029673590504451
AP_Breast_Uterus (1) 0.055555555555556
AP_Ovary_Kidney (1) 0.037117903930131
AP_Breast_Lung (1) 0.085106382978723
AP_Prostate_Uterus (1) 0.0051813471502591
AP_Omentum_Lung (1) 0.10837438423645
AP_Endometrium_Colon (1) 0.034582132564842
OVA_Kidney (1) 0.023948220064725
AP_Colon_Prostate (1) 0.019718309859155
AP_Lung_Uterus (1) 0.076
AP_Colon_Kidney (1) 0.021978021978022
OVA_Uterus (1) 0.086731391585761
OVA_Omentum (1) 0.082200647249191
AP_Ovary_Lung (1) 0.12654320987654
AP_Breast_Prostate (1) 0.0072639225181598
AP_Endometrium_Breast (1) 0.02962962962963
AP_Omentum_Uterus (1) 0.1592039800995
AP_Omentum_Prostate (1) 0.041095890410959
AP_Colon_Lung (1) 0.092233009708738
AP_Breast_Omentum (1) 0.080760095011876
OVA_Breast (1) 0.082200647249191
AP_Uterus_Kidney (1) 0.036458333333333
OVA_Lung (1) 0.042071197411003
KDDCup09_churn (1) 0.1247
KDDCup09_upselling (1) 0.13388
chscase_census4 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_slope (1)
disclosure_x_tampered (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_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)
sleuth_case1102 (1)
rabe_266 (1)
chscase_census6 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
chscase_census5 (1)
artificial-characters (1) 0.21462125660599
KnuggetChase3 (1) 0.27319587628866
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)
visualizing_ethanol (1)
chscase_geyser1 (1)
hutsof99_logis (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
visualizing_soil (1)
chscase_vine2 (1)
visualizing_galaxy (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)
OVA_Colon (1) 0.056957928802589
AP_Ovary_Uterus (1) 0.25465838509317
AP_Endometrium_Uterus (1) 0.34594594594595
AP_Breast_Ovary (1) 0.086715867158672
OVA_Ovary (1) 0.11326860841424
AP_Endometrium_Omentum (1) 0.065217391304348
AP_Colon_Ovary (1) 0.12396694214876
AP_Endometrium_Lung (1) 0.048128342245989
AP_Prostate_Lung (1) 0.035897435897436
AP_Omentum_Ovary (1) 0.30909090909091
AP_Endometrium_Kidney (1) 0.018691588785047
AP_Breast_Kidney (1) 0.044701986754967
AP_Endometrium_Ovary (1) 0.19305019305019
AP_Colon_Uterus (1) 0.080487804878049
BNG(spectf_test) (1) 0.309636
BNG(adult) (1) 0.183928
BNG(satimage) (1) 0.152678
BNG(baseball) (1)
BNG(wine) (1) 0.075549
BNG(eucalyptus) (1) 0.4927
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(primary-tumor) (1) 0.442758
BNG(solar-flare) (1) 0.017605251736111
BNG(solar-flare) (1) 0.00394
BNG(spect_test) (1) 0.083501
cloud (2) 0.43518518518519
ESL (2)
ada_prior (1) 0.22884699693117
hiva_agnostic (1) 0.046346654055332
vowel (3) 0.0060606060606061
cjs (2) 0.24856938483548
ESL (1)
SWD (1)
LEV (1)
ERA (1)
us_crime (1)
ozone_level (1)
puma32H (1)
bridges (3) 0.39047619047619
bridges (4) 0.39047619047619
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)
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)
yeast_gene (1)
GCM (1) 0.44736842105263
rsctc2010_5 (1) 0.38202247191011
rsctc2010_6 (1) 0.44565217391304
mouseType (1) 0.39252336448598
BurkittLymphoma (1) 0.25909090909091
anthracyclineTaxaneChemotherapy (1) 0.50943396226415
ovarianTumour (1) 0.13427561837456
hepatitisC (1) 0.13427561837456
variousCancers_final (1) 0.1331592689295
USCrime (1)
MercuryinBass (1)
Acorns (1)
Cereals (1) 0.58441558441558
FacultySalaries (1)
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
qqdefects_numeric (1)
nasa_numeric (1)
rsctc2010_1 (1) 0.42857142857143
rsctc2010_3 (1) 0.30526315789474
rsctc2010_4 (1) 0.6283185840708
kc1-numeric (1)
SMSA (1)
Brainsize (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
quake (2)
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
vehicleNorm (1) 0.26170225722637
lungcancer_shedden (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_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)
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)
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
colon-cancer (1)
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)
lungcancer_GSE31210 (1) 0.16814159292035
Kaggle_bike_sharing_demand_challange (1)
physionet_bradycardia (1) 0.12222222222222
physionet_tachycardia (1) 0.050359712230216
cpu.with.vendor (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)
TAM_k_d (1) 0.3011583011583
eating (1) 0.69206349206349
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
Click_prediction_small (1) 0.08003322660989
Click_prediction_small (3) 0.24095553742096
Click_prediction_small (4) 0.25058951341988
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 (7) 0.25372857850917
Click_prediction_small (6) 0.1244023510446
nki70.arff (1)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(lowbwt) (1)
BNG(autoPrice) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
analcatdata_birthday (1)
arsenic-male-bladder (1)
iq_brain_size (1)
analcatdata_vehicle (1)
papir_2 (1)
dj30-1985-2003 (1) 0.3452224136184
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)
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)
pbcseq (1)
analcatdata_gviolence (1)
vinnie (1)
analcatdata_wildcat (1)
analcatdata_negotiation (1)
newton_hema (1)
wind_correlations (1)
analcatdata_hiroshima (1)
djdc0093 (1)
veteran (1)
analcatdata_runshoes (1)
analcatdata_vineyard (1)
gina_prior (1) 0.05363321799308
cocomo_numeric (1)
MiceProtein (1) 0.012037037037037
cjs (3) 0.80829756795422
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
wisconsin (1)
vineyard (1)
bolts (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (1)
pbc (1)
pol (1)
lowbwt (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
echoMonths (1)
stock (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
hungarian (1)
fishcatch (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (1)
elevators (1)
pyrim (1)
house_8L (1)
garrat2 (1)
Phen (1)
siddiqi (1)
lewis (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (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
oh5.wc (1) 0.82352941176471
re1.wc (1) 0.57754978877489
la1s.wc (1) 0.63576779026217
wap.wc (1) 0.68910256410256
ohscal.wc (1) 0.82431463895359
pah (1)
penning (1)
qsfsr1 (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)
prnn_crabs (1) 0.03
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
CovPokElec (1) 0.20058741691142
BNG(bridges_version2,nominal,1000000) (1) 0.233162
BNG(mushroom) (1) 0.011358
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-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
kin8nm (1)
mbagrade (1)
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
new3s.wc (1) 0.67576898932831
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
poker (1) 0.42444463956449
chembl1075021test1 (1)
mv (1)
aids (1) 0.66
bridges (1) 0.42857142857143
bridges (2) 0.38095238095238
liver-disorders (1)
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)
wine_quality (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
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
BNG(waveform-5000) (1) 0.207782
BNG(zoo) (1) 0.055709
IMDB.drama (1) 0.42726949445497