Measure

kNN1NErrRate

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

Value per dataset

yeast_gene (1)
robot-failures-lp2 (1) 0.53191489361702
robot-failures-lp3 (1) 0.53191489361702
ldpa (1) 0.26285333009827
gas-drift-different-concentrations (1) 0.005607476635514
skin-segmentation (1) 0.00046519789273516
spoken-arabic-digit (1) 0.7779081958246
walking-activity (1) 0.41529611871535
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)
diggle_table_a1 (1)
disclosure_z (1)
visualizing_slope (1)
disclosure_x_tampered (1)
disclosure_x_noise (1)
sleuth_case1202 (1)
sleuth_case1201 (1)
disclosure_x_bias (1)
sleuth_case1102 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
garrat2 (1)
Phen (1)
siddiqi (1)
lewis (1)
thompson (1)
yprop_4_1 (1)
tsutumi (1)
strupcz (1)
PHENETYL1 (1)
cristalli (1)
qqdefects_numeric (1)
nasa_numeric (1)
KDDCup99 (1) 0.00057285130156674
gina_prior (1) 0.05363321799308
BNG(spectf_test) (1) 0.309636
BNG(adult) (1) 0.183928
BNG(satimage) (1) 0.152678
BNG(baseball) (1)
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
BNG(letter,5000,1) (1) 0.449972
BNG(letter,5000,5) (1) 0.483354
BNG(letter,5000,10) (1) 0.53773
BNG(letter,10000,1) (1) 0.44257
BNG(letter,10000,5) (1) 0.461894
BNG(letter,10000,10) (1) 0.483195
BNG(audiology,1000,1) (1) 0.286585
BNG(audiology,1000,5) (1) 0.440421
BNG(audiology,1000,10) (1) 0.545888
BNG(audiology,5000,1) (1) 0.248551
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,5000,10) (1) 0.559049
BNG(autos,10000,1) (1) 0.342474
BNG(autos,10000,5) (1) 0.411702
appendicitis (1)
arcene (1) 0.18
colon-cancer (1)
svmguide1 (1)
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
iris-test (1) 0.04
BNG(autos,10000,10) (1) 0.465118
BNG(lymph,1000,5) (1) 0.455698
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,10000,5) (1) 0.262519
BNG(lymph,10000,10) (1) 0.324528
KungChi3 (1) 0.11382113821138
KnuggetChase3 (1) 0.27319587628866
MindCave2 (1) 0.32
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a7a (1)
a8a (1)
a9a (1)
MyIris (1) 0.06
physionet_asystole (1) 0.091666666666667
physionet_bradycardia (1) 0.12222222222222
physionet_tachycardia (1) 0.050359712230216
contact-lenses (1)
cpu.with.vendor (1)
MiceProtein (1) 0.012037037037037
hiva_agnostic (1) 0.046346654055332
vowel (3) 0.0060606060606061
cocomo_numeric (1)
humans_numeric (1)
kc1-numeric (1)
cjs (2) 0.24856938483548
ERA (1)
SMSA (1)
Brainsize (1)
Acorns (1)
Cereals (1) 0.58441558441558
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
ESL (2)
ada_prior (1) 0.22884699693117
visualizing_soil (1)
cloud (2) 0.43518518518519
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
TAM_k_d (1) 0.3011583011583
eating (1) 0.69206349206349
Agrawal1 (1) 0.154298
Stagger1 (1) 0
Stagger2 (1) 0
Stagger3 (1) 0
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,5000,10) (1) 0.179258
BNG(anneal.ORIG,10000,1) (1) 0.105145
BNG(anneal.ORIG,10000,5) (1) 0.143285
BNG(anneal.ORIG,10000,10) (1) 0.173858
BNG(kr-vs-kp,1000,1) (1) 0.048704
BNG(kr-vs-kp,1000,5) (1) 0.1376
BNG(kr-vs-kp,1000,10) (1) 0.179016
BNG(kr-vs-kp,5000,1) (1) 0.031539
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,1000,1) (1) 0.483382
BNG(letter,1000,5) (1) 0.6513
BNG(letter,1000,10) (1) 0.756186
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 (2) 0.082104264262659
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(puma32H) (1)
codrnaNorm (1) 0.05422001166682
vehicleNorm (1) 0.26170225722637
lungcancer_shedden (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(cholesterol) (1)
BNG(autoPrice) (1)
BNG(pharynx) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
fourclass_scale (1)
german.numer (2)
gisette (1)
heart (1)
ijcnn (1)
real-sim (1)
splice (3)
dbworld-bodies-stemmed (1) 0.375
dbworld-bodies (1) 0.390625
dbworld-subjects-stemmed (1) 0.15625
dbworld-subjects (1) 0.1875
poker-hand (1) 0.50503458994019
poker-hand (2) 0.50508585365854
connect-4 (1)
aloi (1)
SensIT-Vehicle-Combined (1)
poker (2)
SPECTF (2) 0.29962546816479
w1a (1)
w2a (1)
w3a (1)
w4a (1)
w5a (1)
w6a (1)
w7a (1)
w8a (1)
svmguide3 (1)
wisconsin (1)
vineyard (1)
bolts (1)
cpu_act (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
monks-problems-3_train (1) 0.21311475409836
pol (1)
sleep (1)
triazines (1)
detroit (1)
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
BNG(anneal,nominal,1000000) (1) 0.048416
gascons (1)
elusage (1)
longley (1)
diabetes_numeric (1)
baskball (1)
2dplanes (1)
elevators (1)
house_8L (1)
BNG(waveform-5000) (1) 0.207782
BNG(zoo) (1) 0.055709
20_newsgroups.drift (1)
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(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(ionosphere) (1) 0.036065
BNG(waveform-5000,nominal,1000000) (1) 0.251266
BNG(zoo,nominal,1000000) (1) 0.048599
CovPokElec (1) 0.20058741691142
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(vehicle) (1) 0.364867
BNG(hepatitis) (1) 0.097668
BNG(mfeat-karhunen) (1) 0.07545
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(page-blocks) (1) 0.10480448441125
BNG(credit-g) (1) 0.285708
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(heart-h,nominal,1000000) (1) 0.128749
BNG(trains) (1) 0.051276
BNG(heart-statlog,nominal,1000000) (1) 0.111163
hayes-roth_test (1) 0.60714285714286
hayes-roth_train (1) 0.32575757575758
bridges (1) 0.42857142857143
bridges (2) 0.38095238095238
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
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(mushroom) (1) 0.011358
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
internet_usage (1) 0.7092402057776
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
spect_test (1) 0.14438502673797
spect_train (1) 0.3625
spectf_test (1) 0.28996282527881
spectf_train (1) 0.325
covertype (2) 0.055045334691882
satellite_image (1)
Ailerons (1)
coil2000 (1)
libras_move (1)
cjs (1) 0.76788268955651
doherty (1)
chang (1)
qsabr2 (1)
qsabr1 (1)
prnn_crabs (1) 0.03
arsenic-male-bladder (1)
iq_brain_size (1)
papir_2 (1)
hip (1)
tr31.wc (1) 0.42610571736785
oh15.wc (1) 0.80284775465498
new3s.wc (1) 0.67576898932831
qsbralks (1)
stevenson (1)
qsartox (1)
benzo32 (1)
uehling (1)
rosowky (1)
garrat (1)
detroit (2)
kidney (1)
bank32nh (1)
bodyfat (1)
cpu (1)
cpu_small (2)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
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)
wind (1)
tecator (1)
space_ga (1)
nflpass (1)
places (1)
sleep (2)
pm10 (1)
pbc (2)
humandevel (1)
pollen (1)
boston (1)
arsenic-female-bladder (1)
cps_85_wages (1)
arsenic-male-lung (1)
houses (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
plasma_retinol (1)
balloon (1)
arsenic-female-lung (1)
pbcseq (1)
newton_hema (1)
wind_correlations (1)
veteran (1)
us_crime (1)
mbagrade (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
chembl1075021test1 (1)
mv (1)
aids (1) 0.66
ozone_level (1)
puma32H (1)
wine_quality (1)
bridges (3) 0.39047619047619
bridges (4) 0.39047619047619
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
selwood (1)
svensson (1)
penning (1)
qsfsr1 (1)
qsfrdhla (1)
qsprcmpx (1)
qsfsr2 (1)
mtp2 (1)
yokohoma2 (1)
heyl (1)
yokohoma1 (1)
mtp (1)
qsbr_y2 (1)
krystek (1)
depreux (1)
pdgfr (1)
carbolenes (1)
rsctc2010_3 (1) 0.30526315789474
rsctc2010_4 (1) 0.6283185840708
rsctc2010_5 (1) 0.38202247191011
rsctc2010_6 (1) 0.44565217391304
rsctc2010_1 (1) 0.42857142857143
rsctc2010_2 (1) 0.42857142857143
visualizing_ethanol (1)
chscase_geyser1 (1)
FacultySalaries (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_vine1 (1)
rabe_131 (1)
chatfield_4 (1)
hutsof99_child_witness (1)
rabe_97 (1)
rabe_176 (1)
sleuth_ex1221 (1)
chscase_foot (1)
chscase_health (1)
visualizing_hamster (1)
rabe_148 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_environmental (1)
chscase_funds (1)
hutsof99_logis (1)
OVA_Uterus (1) 0.086731391585761
OVA_Omentum (1) 0.082200647249191
AP_Ovary_Lung (1) 0.12654320987654
AP_Endometrium_Prostate (1) 0.015384615384615
OVA_Endometrium (1) 0.051779935275081
AP_Colon_Omentum (1) 0.074380165289256
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
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_Breast (1) 0.082200647249191
AP_Uterus_Kidney (1) 0.036458333333333
OVA_Lung (1) 0.042071197411003
AP_Prostate_Uterus (1) 0.0051813471502591
AP_Omentum_Lung (1) 0.10837438423645
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_Prostate (1) 0.0072639225181598
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)
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)
fri_c0_100_25 (1)
fri_c0_250_5 (1)
fri_c4_250_100 (1)
fri_c3_500_25 (1)
fri_c1_500_25 (1)
fri_c1_1000_50 (1)
fri_c4_500_25 (1)
AP_Breast_Kidney (1) 0.044701986754967
AP_Endometrium_Ovary (1) 0.19305019305019
AP_Colon_Uterus (1) 0.080487804878049
OVA_Colon (1) 0.056957928802589
AP_Ovary_Uterus (1) 0.25465838509317
AP_Lung_Kidney (1) 0.059585492227979
AP_Prostate_Ovary (1) 0.01123595505618
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_Uterus (1) 0.055555555555556
AP_Ovary_Kidney (1) 0.037117903930131
AP_Breast_Lung (1) 0.085106382978723
AP_Endometrium_Omentum (1) 0.065217391304348
AP_Endometrium_Uterus (1) 0.34594594594595
AP_Breast_Ovary (1) 0.086715867158672
MeanWhile1 (1) 0.1699604743083