Measure

AutoCorrelation

Average class difference between consecutive instances.

Value per dataset

BNG(credit-a,nominal,1000000) (1) 0.50555750555751
BNG(page-blocks,nominal,295245) (1) 0.81108168159217
BNG(credit-g,nominal,1000000) (1) 0.58036758036758
BNG(pendigits,nominal,1000000) (1) 0.0997140997141
BNG(cylinder-bands,nominal,1000000) (1) 0.51173851173851
BNG(dermatology,nominal,1000000) (1) 0.2015462015462
BNG(segment) (1) 0.14297914297914
balance-scale (1) 0.69711538461538
mfeat-factors (1) 0.99549774887444
breast-cancer (1) 0.56842105263158
mfeat-fourier (1) 0.99549774887444
breast-w (1) 0.63180515759312
mfeat-karhunen (1) 0.99549774887444
bridges (1) 0.4811320754717
mfeat-morphological (1) 0.99549774887444
bridges (2) 0.4811320754717
mfeat-pixel (1) 0.99549774887444
BNG(anneal.ORIG,nominal,1000000) (1) 0.5964905964906
BNG(kr-vs-kp) (1) 0.5005245005245
BNG(labor,nominal,1000000) (1) 0.54272754272754
BNG(letter,nominal,1000000) (1) 0.038168038168038
BNG(autos,nominal,1000000) (1) 0.22643622643623
BNG(lymph,nominal,1000000) (1) 0.46451546451546
BNG(breast-cancer,nominal,1000000) (1) 0.58217658217658
BNG(mfeat-fourier,nominal,1000000) (1) 0.0999180999181
heart-h (1) 0.99658703071672
trains (1) 0.88888888888889
heart-statlog (1) 0.49442379182156
vehicle (1) 0.25798816568047
hepatitis (1) 0.65584415584416
vote (1) 0.57603686635945
hypothyroid (1) 0.85627154600902
vowel (1) 0
ionosphere (1) 0.28
waveform-5000 (1) 0.33206641328266
zoo (1) 0.35
BNG(anneal,nominal,1000000) (1) 0.5964905964906
anneal (1) 0.60646599777035
kr-vs-kp (1) 0.99906103286385
labor (1) 0.75
letter (1) 0.040902045102255
audiology (1) 0.32444444444444
liver-disorders (1) 0.82558139534884
autos (1) 0.63235294117647
BNG(mfeat-karhunen,nominal,1000000) (1) 0.099307099307099
BNG(bridges_version1,nominal,1000000) (1) 0.24707224707225
BNG(bridges_version2,nominal,1000000) (1) 0.24707224707225
BNG(mfeat-zernike,nominal,1000000) (1) 0.0999130999131
BNG(cmc,nominal,55296) (1) 0.35033909033366
BNG(mushroom) (1) 0.5011905011905
pendigits (1) 0.10290237467018
cylinder-bands (1) 0.81076066790353
postoperative-patient-data (1) 0.62921348314607
dermatology (1) 0.42191780821918
segment (1) 0.14811606756172
diabetes (1) 0.55019556714472
sick (1) 0.88650225404402
ecoli (1) 0.97910447761194
sonar (1) 0.9951690821256
glass (1) 0.26291079812207
soybean (1) 0.94574780058651
haberman (1) 0.78688524590164
spambase (1) 0.99978260869565
hayes-roth_test (1) 0.59259259259259
splice (1) 0.99937284415177
hayes-roth_train (1) 0.36641221374046
tae (1) 0.92666666666667
heart-c (1) 0.5364238410596
tic-tac-toe (1) 0.99895506792059
colic (1) 0.5449591280654
nursery (1) 0.23937032178409
colic (2) 0.5449591280654
optdigits (1) 0.0925431571454
credit-approval (1) 0.97822931785196
page-blocks (1) 0.87335526315789
car (1) 0.59930515344528
mfeat-zernike (1) 0.99549774887444
cmc (1) 0.99660326086957
BNG(vehicle,nominal,1000000) (1) 0.25098725098725
BNG(hepatitis,nominal,1000000) (1) 0.66938166938167
BNG(vote) (1) 0.52482242448749
BNG(hypothyroid,nominal,1000000) (1) 0.85448185448185
BNG(vowel,nominal,1000000) (1) 0.091016091016091
BNG(ionosphere) (1) 0.54024254024254
BNG(waveform-5000,nominal,1000000) (1) 0.33399433399433
BNG(zoo,nominal,1000000) (1) 0.23355723355723
CovPokElec (1) 0.82720793336283
covertype (3) 0.95061367168608
BNG(sick,nominal,1000000) (1) 0.88502388502389
BNG(sonar,nominal,1000000) (1) 0.5025755025755
BNG(glass,nominal,137781) (1) 0.25617651328204
BNG(soybean) (1) 0.086745086745087
BNG(spambase) (1) 0.52156052156052
BNG(heart-c,nominal,1000000) (1) 0.4999554999555
BNG(tic-tac-toe) (1) 0.53852406960498
BNG(heart-h,nominal,1000000) (1) 0.53384453384453
BNG(trains) (1) 0.4993784993785
BNG(heart-statlog,nominal,1000000) (1) 0.50725250725251
primary-tumor (1) 0.097633136094675
shuttle-landing-control (1) 0.71428571428571
solar-flare (1) 0.95652173913043
solar-flare (2) 0.9906103286385
spect_test (1) 0.99462365591398
spect_train (1) 0.9873417721519
spectf_test (1) 0.98880597014925
spectf_train (1) 0.9873417721519
adult (1) 0.63442599455376
yeast (1) 0.51652056641942
satimage (1) 0.18743194898118
abalone (1) 0.20641762452107
kropt (1) 0.99939404740688
braziltourism (1) 0.98540145985401
wine (1) 0.98870056497175
eucalyptus (1) 0.39319727891156
kin8nm (1) 0.70217177769186
mbagrade (1) 0.66205
wisconsin (1) -29.740932642487
cleveland (1) -0.22516556291391
auto_price (1) -2423.0696202532
autoMpg (1) -2.8831234256927
cpu_act (1) -14.015504822366
delta_elevators (1) 0.99717276166456
fruitfly (1) -16.653225806452
pbc (1) -1003.4172661871
SEA(50) (1) 0.53379153379153
lung-cancer (1) 0.93548387096774
molecular-biology_promoters (1) 0.99047619047619
monks-problems-1_test (1) 0.83294663573086
monks-problems-1_train (1) 0.75609756097561
monks-problems-2_test (1) 0.4338747099768
monks-problems-2_train (1) 0.45238095238095
monks-problems-3_test (1) 0.80742459396752
monks-problems-3_train (1) 0.64462809917355
Hyperplane_10_1E-3 (1) 0.4999404999405
Hyperplane_10_1E-4 (1) 0.5002455002455
LED(50000) (1) 0.1003471003471
pokerhand (1) 0.74536300048239
RandomRBF_0_0 (1) 0.22710322710323
RandomRBF_10_1E-3 (1) 0.22710322710323
RandomRBF_10_1E-4 (1) 0.22710322710323
RandomRBF_50_1E-3 (1) 0.22710322710323
RandomRBF_50_1E-4 (1) 0.22710322710323
pol (1) -39.418694579639
lowbwt (1) -44.393617021277
cholesterol (1) -58.059602649007
sleep (1) -0.47540983606557
triazines (1) 0.83311891891892
autoPrice (1) -2423.0696202532
detroit (1) -29.0975
quake (1) 0.80418006430868
cloud (1) -0.0081308411214952
longley (1) -1223.2666666667
diabetes_numeric (1) 0.19761904761905
pharynx (1) -455.46907216495
baskball (1) 0.91430315789474
2dplanes (1) -4.0363507887695
elevators (1) 0.99811374864441
pyrim (1) 0.89295890410959
house_8L (1) -43992.475573893
BNG(waveform-5000) (1) 0.33376533376533
BNG(zoo) (1) 0.23387323387323
20_newsgroups.drift (1) 0.96540972498306
meta_all.arff (1) 0.37142857142857
meta_batchincremental.arff (1) 0.46575342465753
meta_instanceincremental.arff (1) 0.56164383561644
meta_stream_intervals.arff (1) 0.3057591391183
BNG(pendigits) (1) 0.0997210997211
BNG(cylinder-bands) (1) 0.51194951194951
BNG(dermatology) (1) 0.2000972000972
BNG(sonar) (1) 0.5020715020715
BNG(glass) (1) 0.25910146610539
BNG(heart-c) (1) 0.4980654980655
BNG(heart-statlog) (1) 0.50639950639951
BNG(vehicle) (1) 0.25086425086425
BNG(hepatitis) (1) 0.67100567100567
BNG(vowel) (1) 0.091383091383091
oil_spill (1) 0.9284188034188
scene (1) 0.98462177888612
spectrometer (1) 0.056603773584906
thyroid_sick (1) 0.88650225404402
us_crime (1) 0.76171600602107
bridges (3) 0.49038461538462
bridges (4) 0.49038461538462
hayes-roth (1) 0.40880503144654
BNG(breast-w) (1) 0.54965070494094
BNG(cmc) (1) 0.35509539741387
BNG(colic) (1) 0.53360653360653
BNG(credit-a) (1) 0.50556950556951
BNG(page-blocks) (1) 0.81072265651461
Australian (1) 0.51959361393324
satellite_image (1) 0.58532794529064
Ailerons (1) 0.9997911920867
coil2000 (1) 0.8888096935139
libras_move (1) 0.96100278551532
isolet (1) 0.30002565418163
BNG(anneal) (1) 0.5966435966436
BNG(anneal.ORIG) (2) 0.5966435966436
BNG(letter) (2) 0.038612038612039
BNG(autos) (1) 0.22591322591323
BNG(lymph) (1) 0.46374446374446
echoMonths (1) -14.794108527132
stock (1) 0.47497365648051
breastTumor (1) -10.628070175439
puma8NH (1) -5.5616349144183
gascons (1) -8.05
cpu_small (1) -14.015504822366
elusage (1) -11.46862962963
pwLinear (1) -4.4377386934673
machine_cpu (1) -62.908653846154
fishcatch (1) -78.253503184713
ozone_level (1) 0.94871794871795
vowel (2) 0
puma32H (1) 0.96630085740447
mammography (1) 0.99830084063674
flags (1) 0.23834196891192
wine_quality (1) 0.22213669950739
ipums_la_98-small (1) 0.44628540887226
ipums_la_97-small (1) 0.16813907096039
tr45.wc (1) 0.15094339622642
tr21.wc (1) 0.48059701492537
oh15.wc (1) 0.22916666666667
tr11.wc (1) 0.19854721549637
tr23.wc (1) 0.23645320197044
new3s.wc (1) 0.99550068012975
re0.wc (1) 0.34264803725882
oh0.wc (1) 0.34131736526946
la2s.wc (1) 0.75341574495771
re1.wc (1) 0.16545893719807
la1s.wc (1) 0.75522947236965
tr12.wc (1) 0.16346153846154
wap.wc (1) 0.11161000641437
yokohoma1 (1) 0.72739783333333
mtp (1) 0.98927021015959
qsbr_y2 (1) 0.81989208333333
krystek (1) 0.85793427586207
depreux (1) 0.8735582
pdgfr (1) 0.80150635897436
carbolenes (1) 0.84139583333333
garrat2 (1) 0.67633007692308
siddiqi (1) 0.64457833333333
thompson (1) 0.70438514285714
yprop_4_1 (1) 0.97337533813597
tsutumi (1) 0.79755125
strupcz (1) 0.85744666666667
cristalli (1) 0.8015424516129
internet_usage (1) 0.11942218264569
SyskillWebert-BioMedical (1) 0.93076923076923
JapaneseVowels (1) 0.99829317269076
SyskillWebert-Sheep (1) 0.765625
synthetic_control (1) 0.99165275459099
ipums_la_99-small (1) 0.45753703494289
SyskillWebert-Bands (1) 0.53333333333333
selwood (1) 0.96666666666667
pah (1) 0.87697374683544
penning (1) 0.79713716666667
qsfsr1 (1) 0.73890805263158
qsprcmpx (1) 0.95238095238095
mtp2 (1) 0.79197261538462
squash-unstored (1) 0.47058823529412
white-clover (1) 0.61290322580645
sponge (1) 0.90666666666667
aids (1) 0.97959183673469
webdata_wXa (1) 0.7335623292673
vehicle_sensIT (1) 0.49939610462107
chembl1075021test1 (1) 0.54611764705882
monks-problems-1 (1) 0.81621621621622
monks-problems-3 (1) 0.77034358047016
SPECT (1) 0.98872180451128
SPECTF (1) 0.98563218390805
grub-damage (1) 0.35064935064935
pasture (1) 0.6
squash-stored (1) 0.50980392156863
qsartox (1) 0.78653653333333
benzo32 (1) 0.72329293814433
uehling (1) 0.8569125
garrat (1) 0.80433588888889
doherty (1) 0.589762
chang (1) 0.92946593939394
qsabr2 (1) 0.76132278571429
irish (1) 0.60921843687375
analcatdata_broadwaymult (1) 0.19718309859155
cars (1) 0.62222222222222
analcatdata_birthday (1) -603.15659340659
analcatdata_authorship (1) 0.99642857142857
analcatdata_reviewer (1) 0.15873015873016
cjs (1) 0.99821109123435
analcatdata_marketing (1) 0.41873278236915
analcatdata_bankruptcy (1) 0.97959183673469
collins (1) 0.97194388777555
analcatdata_cyyoung9302 (1) 0.58241758241758
prnn_viruses (1) 0.95
analcatdata_creditscore (1) 0.61616161616162
backache (1) 0.73184357541899
schizo (1) 0.99705014749263
confidence (1) 0
analcatdata_dmft (1) 0.99371859296482
profb (1) 0.54545454545455
qsabr1 (1) 0.76885471428571
qsbr_rw1 (1) 0.79251523076923
analcatdata_boxing2 (1) 0.48854961832061
prnn_crabs (1) 0.99497487437186
analcatdata_homerun (1) 0.46296296296296
tecator (1) -2.6410041841004
analcatdata_gsssexsurvey (1) 0.4746835443038
nflpass (1) -0.016
places (1) -1183.8993902439
analcatdata_vehicle (1) -412.82978723404
plasma_retinol (1) -196.46815286624
arsenic-female-lung (1) -0.23118279569892
djdc0093 (1) -10.316407124873
mnist_784 (1) 0.095644223488907
humandevel (1) 0.99317829457364
analcatdata_uktrainacc (1)
sleuth_ex1605 (1) -14.786885245902
analcatdata_gsssexsurvey (2) 0.67721518987342
analcatdata_gviolence (2) 0.57534246575342
vinnie (2) 0.53034300791557
autoMpg (2) 0.82619647355164
houses (2) 0.99777120984544
fri_c1_100_5 (2) 0.52525252525253
fri_c3_500_10 (2) 0.50100200400802
splice (2) 0.99968642207589
molecular-biology_promoters (2) 0.56190476190476
segment (2) 0.76136855781724
nursery (2) 0.33335905548268
visualizing_soil (2) 0.9994212962963
hutsof99_child_witness (2) 0.65853658536585
visualizing_hamster (2) 0.61111111111111
echoMonths (2) 0.53488372093023
arsenic-male-bladder (2) 0.96236559139785
quake (4) 0.51171336701883
fri_c0_1000_50 (2) 0.52852852852853
fri_c2_250_5 (2) 0.5421686746988
fri_c2_1000_5 (2) 0.4964964964965
fri_c2_1000_10 (2) 0.4954954954955
mbagrade (2) 0.55
fri_c0_500_50 (2) 0.51703406813627
gina_prior2 (1) 0.10095183155466
ada_agnostic (1) 0.62639771979829
kc1-top5 (1) 0.90972222222222
mozilla4 (1) 0.71307256819352
pc4 (1) 0.78037062457104
pc3 (1) 0.81434058898848
ESL (2) -0.51334702258727
sylva_agnostic (1) 0.88495206335973
gina_agnostic (1) 0.50014421690222
hiva_agnostic (1) 0.93188268684957
sponge (2) 0.92
primary-tumor (2) 0.61242603550296
bridges (5) 0.73584905660377
analcatdata_broadway (2) 0.6063829787234
kdd_ipums_la_97-small (1) 0.53747506412083
prnn_fglass (2) 0.9906103286385
analcatdata_bondrate (2) 0.51785714285714
hypothyroid (2) 0.85945372580217
heart-c (2) 0.5364238410596
collins (2) 0.99599198396794
vowel (3) 0.81900910010111
arrhythmia (2) 0.53658536585366
ipums_la_99-small (2) 0.88126201515323
page-blocks (2) 0.8828581871345
mfeat-pixel (2) 0.99949974987494
grub-damage (2) 0.65584415584416
SWD (1) 0.14414414414414
LEV (1) -0.049049049049049
ERA (1) -1.1861861861862
mfeat-morphological (2) 0.99949974987494
cars (2) 0.71358024691358
analcatdata_authorship (2) 0.99880952380952
autos (2) 0.82352941176471
optdigits (2) 0.81954084356647
AP_Prostate_Uterus (1) 0.90104166666667
AP_Omentum_Lung (1) 0.90594059405941
AP_Endometrium_Colon (1) 0.94508670520231
OVA_Kidney (1) 0.98769430051813
AP_Colon_Prostate (1) 0.94632768361582
AP_Lung_Uterus (1) 0.92369477911647
AP_Colon_Kidney (1) 0.9651376146789
OVA_Uterus (1) 0.98769430051813
OVA_Omentum (1) 0.98769430051813
AP_Ovary_Lung (1) 0.94117647058824
badges2 (1) 0.84641638225256
AP_Breast_Prostate (1) 0.95388349514563
AP_Endometrium_Breast (1) 0.9529702970297
AP_Omentum_Uterus (1) 0.905
AP_Omentum_Prostate (1) 0.86896551724138
AP_Colon_Lung (1) 0.95377128953771
AP_Breast_Omentum (1) 0.9547619047619
OVA_Breast (1) 0.98769430051813
AP_Uterus_Kidney (1) 0.95039164490862
OVA_Lung (1) 0.98769430051813
lymphoma_2classes (1) 0.61363636363636
lymphoma_9classes (1) 0.84210526315789
yeast_gene (1) -19.875
leukemia (1) 0.88732394366197
GCM (1) 0.85714285714286
tumors_C (1) 0.98305084745763
lymphoma_11classes (1) 0.68421052631579
KDDCup99_full (1) 0.99987363298036
anthracyclineTaxaneChemotherapy (1) 0.53164556962025
ovarianTumour (1) 0.74822695035461
hepatitisC (1) 0.74822695035461
variousCancers_final (1) 0.20418848167539
USCrime (1) -43.369565217391
KDDCup09_appetency (1) 0.96515930318606
KDDCup09_churn (1) 0.86387727754555
KDDCup99 (1) 0.99892109412796
KDDCup09_upselling (1) 0.86413728274565
teachingAssistant (1) 0.92666666666667
musk (1) 0.99984841594664
desharnais (2) 0.625
chess (1) 0.99939404740688
adult-census (1) 0.63320024570025
MagicTelescope (1) 0.99994742100005
mw1 (1) 0.85572139303483
qqdefects_numeric (1) -452.83333333333
jEdit_4.0_4.2 (1) 0.6996336996337
desharnais (1) 0.625
datatrieve (1) 0.94573643410853
nasa_numeric (1) -691.45652173913
rsctc2010_1 (1) 0.43269230769231
rsctc2010_2 (1) 0.43269230769231
rsctc2010_3 (1) 0.21276595744681
rsctc2010_4 (1) 0.28571428571429
ar6 (1) 0.82
kc3 (1) 0.82932166301969
kc1 (1) 0.99905123339658
pc1 (1) 0.99819494584838
pc2 (1) 0.99176807444524
kc1-numeric (1) -4.5625
jm1 (1) 0.99981624402793
cm1_req (1) 0.98863636363636
mc1 (1) 0.98563127311146
humans_numeric (1) 0.8561246947027
ar1 (1) 0.875
Acorns (1) -2.65
Cereals (1) 0.32894736842105
FacultySalaries (1) -3.969387755102
ICU (1) 0.78391959798995
EgyptianSkulls (1) -26.852348993289
AP_Endometrium_Prostate (1) 0.85271317829457
OVA_Endometrium (1) 0.98769430051813
AP_Colon_Omentum (1) 0.9475138121547
AP_Prostate_Kidney (1) 0.94207317073171
AP_Breast_Colon (1) 0.9697933227345
OVA_Prostate (1) 0.98769430051813
AP_Omentum_Kidney (1) 0.94345238095238
AP_Breast_Uterus (1) 0.9593147751606
AP_Ovary_Kidney (1) 0.95842450765864
AP_Breast_Lung (1) 0.95948827292111
AP_Endometrium_Omentum (1) 0.86131386861314
AP_Prostate_Ovary (1) 0.92857142857143
AP_Colon_Ovary (1) 0.96066252587992
AP_Endometrium_Lung (1) 0.89784946236559
AP_Prostate_Lung (1) 0.9020618556701
AP_Omentum_Ovary (1) 0.93065693430657
AP_Endometrium_Kidney (1) 0.940625
AP_Breast_Kidney (1) 0.96849087893864
AP_Endometrium_Ovary (1) 0.92635658914729
AP_Colon_Uterus (1) 0.95354523227384
OVA_Colon (1) 0.98769430051813
AP_Ovary_Uterus (1) 0.94080996884735
AP_Lung_Kidney (1) 0.95064935064935
AP_Endometrium_Uterus (1) 0.89673913043478
AP_Breast_Ovary (1) 0.96487985212569
OVA_Ovary (1) 0.98769430051813
pc1_req (1) 0.99686520376176
airlines (1) 0.58051251246797
BNG(spectf_test) (1) 0.66161166161166
BNG(adult) (1) 0.63539563539564
BNG(satimage) (1) 0.19000619000619
BNG(baseball) (1)
BNG(wine) (1) 0.34203034203034
BNG(eucalyptus) (1) 0.21718221718222
BNG(wisconsin) (1) -38.01850131136
BNG(cleveland) (1) -0.25603825603826
BNG(auto_price) (1) -6034.6501976118
BNG(cpu_act) (1) -15.473315765926
Goteborg_52 (1)
BNG(primary-tumor) (1) 0.10599110599111
BNG(solar-flare) (1) 0.9550464093943
BNG(solar-flare) (1) 0.98881898881899
BNG(spect_test) (1) 0.84522384522385
BNG(breastTumor) (1) -10.590351997197
BNG(cpu_small) (1) -15.465601791473
BNG(pwLinear) (1) -4.084037245673
BNG(wine_quality) (1) 0.075197965245362
BNG(Australian) (1) 0.51008751008751
BNG(satellite_image) (1) -1.4842044023345
BNG(Ailerons) (1) 0.99956263726264
BNG(libras_move) (1) -3.9802485828607
BNG(vowel) (2) 0.090921090921091
BNG(puma32H) (1) 0.96599609426109
BNG(SPECT) (1) 0.66979066979067
BNG(SPECTF) (1) 0.5956035956036
BNG(mv) (1) -10.413403761987
BNG(JapaneseVowels) (1) 0.11694811694812
Click_prediction_small (1) 0.91467598687508
Click_prediction_small (2) 0.91470081129125
Click_prediction_small (3) 0.72220011024282
Click_prediction_small (4) 0.72034214393175
Click_prediction_small (5) 0.71702505820212
BNG(pbc) (1) -1248.3027679116
BNG(autoHorse) (1) -41.286725519948
BNG(lowbwt) (1) -825.38894581959
BNG(cholesterol) (1) -55.867223370126
BNG(autoPrice) (1) -6042.6305537479
BNG(pharynx) (1) -451.4281655329
BNG(2dplanes) (1) -4.0347006957313
BNG(elevators) (1) 0.9936286046506
BNG(echoMonths) (1) -16.950392552329
BNG(stock) (1) -6.5340788667357
letter-challenge-unlabeled.arff (1) 0.30381519075954
letter-challenge-labeled.arff (1) 0.60693034651733
Click_prediction_small (7) 0.36017062116769
Click_prediction_small (6) 0.72034249395779
nki70.arff (1) 0.51048951048951
QSAR-TID-12719 (1) 0.16841509433962
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QSAR-TID-100452 (1) 0.61573333333333
QSAR-TID-105654 (1) 0.5878
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QSAR-TID-10956 (1) -0.20527450980392
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QSAR-TID-8 (1) 0.18814729574224
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QSAR-TID-101433 (1) 0.1365
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QSAR-TID-102580 (1) 0.083125
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