Measure

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Value per dataset

cjs (1) 2.3322497036281
cpu_small (2)
AP_Omentum_Kidney (1)
AP_Ovary_Kidney (1)
OVA_Kidney (1)
OVA_Uterus (1)
OVA_Omentum (1)
AP_Ovary_Lung (1)
AP_Endometrium_Breast (1)
OVA_Breast (1)
AP_Uterus_Kidney (1)
OVA_Lung (1)
KDDCup09_upselling (1) 148.76814141029
chscase_funds (1)
fri_c4_100_100 (1)
fri_c0_250_25 (1)
sleuth_ex1714 (1)
KnuggetChase3 (1)
news20 (2)
rcv1.binary (1)
chscase_health (1)
visualizing_ethanol (1)
rabe_166 (1)
visualizing_soil (1)
chscase_vine2 (1)
hutsof99_child_witness (1)
OVA_Colon (1)
AP_Breast_Ovary (1)
AP_Endometrium_Kidney (1)
BNG(spectf_test) (1)
BNG(adult) (1) 24.558729300544
BNG(satimage) (1)
BNG(baseball) (1)
BNG(wine) (1)
BNG(eucalyptus) (1) 16.74758919077
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 100.12672851709
BNG(solar-flare) (1) 154.10997249434
BNG(spect_test) (1) 158.52640992604
hiva_agnostic (1)
cjs (2) 9.609070293939
ESL (1)
ozone_level (1)
bridges (3) 2.315405075758
bridges (4) 2.5060552021869
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)
GCM (1)
rsctc2010_5 (1)
mouseType (1)
ovarianTumour (1)
hepatitisC (1)
variousCancers_final (1)
Acorns (1)
Cereals (1) 0.82162149243927
rsctc2010_4 (1)
kc1-numeric (1)
lmpavw (1)
BNG(letter,5000,1) (1)
BNG(letter,5000,10) (1)
BNG(letter,10000,1) (1)
BNG(letter,10000,10) (1)
BNG(audiology,1000,1) (1) 9.0818060174805
BNG(audiology,1000,10) (1) 48.25231032106
BNG(audiology,5000,1) (1) 5.1570350115486
BNG(kr-vs-kp,1000,10) (1) 401.77992403481
BNG(kr-vs-kp,5000,5) (1) 55.046062449856
BNG(kr-vs-kp,5000,10) (1) 100.71735821522
BNG(kr-vs-kp,10000,1) (1) 37.783532620157
BNG(kr-vs-kp,10000,5) (1) 42.201984751558
BNG(kr-vs-kp,10000,10) (1) 55.041372540168
BNG(letter,1000,5) (1)
BNG(anneal,1000,1) (1) 41.436392052478
BNG(anneal,1000,5) (1) 170.57391976955
BNG(anneal,1000,10) (1) 302.91913302779
BNG(anneal,5000,1) (1) 12.182851514353
BNG(anneal,5000,5) (1) 41.284619510377
BNG(anneal,5000,10) (1) 65.100607741732
BNG(anneal,10000,1) (1) 11.568889545961
BNG(anneal,10000,5) (1) 23.334223664932
BNG(anneal,10000,10) (1) 41.040426630111
BNG(anneal.ORIG,1000,1) (1) 39.834751392822
BNG(anneal.ORIG,1000,5) (1) 94.099602102448
BNG(anneal.ORIG,1000,10) (1) 262.2112171927
BNG(anneal.ORIG,5000,1) (1) 14.730140222635
BNG(anneal.ORIG,5000,5) (1) 39.856223968004
BNG(anneal.ORIG,10000,5) (1) 19.932017547869
BNG(kr-vs-kp,1000,1) (1) 54.998211915736
BNG(kr-vs-kp,1000,5) (1) 225.25249187347
codrnaNorm (1)
lungcancer_shedden (1)
fri_c4_100_10 (1)
fri_c3_100_5 (1)
BNG(audiology,5000,5) (1) 9.0759323948138
BNG(audiology,5000,10) (1) 14.303823830724
BNG(autos,1000,1) (1) 33.164732454034
BNG(autos,1000,5) (1) 148.87695191312
BNG(autos,1000,10) (1) 335.10586346562
BNG(autos,5000,1) (1) 13.526561238826
BNG(autos,5000,5) (1) 32.972734462561
BNG(autos,10000,1) (1) 11.815364931798
BNG(autos,10000,5) (1) 21.849122765812
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
BNG(autos,10000,10) (1) 33.022697570882
BNG(lymph,1000,1) (1) 142.61514586369
BNG(lymph,1000,10) (1) 1234.6744964013
BNG(lymph,5000,1) (1) 29.717340820304
BNG(lymph,5000,5) (1) 141.05452341222
BNG(lymph,5000,10) (1) 307.79650486823
BNG(lymph,10000,1) (1) 22.610634702706
BNG(lymph,10000,10) (1) 146.06233983944
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a8a (1)
Kaggle_bike_sharing_demand_challange (1)
physionet_bradycardia (1)
physionet_tachycardia (1)
fri_c4_500_100 (1)
TAM_k_d (1)
Agrawal1 (1) 577673.11211998
Stagger2 (1) 5.2807123894829
Stagger3 (1) 4.1765729855156
BNG(SPECT) (1) 49.402016277883
BNG(SPECTF) (1)
BNG(mv) (1)
BNG(JapaneseVowels) (1)
Click_prediction_small (3)
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1)
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 41450.015716515
BNG(puma32H) (1)
letter-challenge-unlabeled.arff (1)
letter-challenge-labeled.arff (1)
Click_prediction_small (6)
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)
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)
BachChoralHarmony (1) 0.98620615691345
TurkiyeStudentEvaluation (1)
Physical_Activity_Recognition_Dataset_Using_Five_Smartphones (1)
COMET_MC (2)
BuzzinsocialmediaTomsHardware (1)
Buzzinsocialmedia_Twitter (1)
Physical_Activity_Recognition_Dataset_Using_Smartphone_Sensors (1)
ant (1)
ant (2)
COMET_MC (1)
data (1) 4.6645094156507
SpokenArabicDigit (1)
kdd_internet_usage (2)
Dexter (1)
DBpedia(YAGO).arff (1)
NELL (1)
COMET_MC_SAMPLE (1)
COMET_MC_SAMPLE (2)
COMET_MC_SAMPLE (3)
COMET_MC_SAMPLE (4)
SensorDataResource (1)
IBO (1)
CoverType5percent (1)
YAGO_Schema_KGE (1)
yagoSchema.ttl (4)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075174 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075252 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075282 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163106 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075115 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795135 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1908386 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1952 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2007622 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2006 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2007629 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2055 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2069161 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2074 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2099 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2113 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146296 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL210 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2447 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2461 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2490 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2517 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2714 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2717 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2777 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2778 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL281 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2850 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL296 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3023 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL256 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL320 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3473 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3686 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3703 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3721 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3802 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3840 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3849 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL321 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3932 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3225 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3241 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3323 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3346 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3349 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3229 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3452 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3511 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL301 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5608 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6126 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6113 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6154 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3284 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4423 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4595 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4597 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4501 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4612 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4516 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4620 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4581 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4715 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4731 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5198 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4793 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5287 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5430 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5330 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5762 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5912 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5940 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5966 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3836 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3886 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3992 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4009 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4065 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4080 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4161 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4199 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4767 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4809 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4835 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4849 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4860 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5021 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5044 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5047 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5081 (1)
parkinsons-telemonitoring (1)
higgs (1)
KEGGMetabolicReactionNetwork (1)
ParkinsonSpeechDatasetwithMultipleTypesofSoundRecordings (1)
CreditCardSubset (1)
InterferenceSeperation (1)
KDD98 (1)
sulfur (1)
debutanizer (1)
F2Pmodel3smoted (1) 1467.8160039043
F2Pmodel4smoted (1) 1236.4709665593
S1S1_1s50_31features_7tasks (1)
BNG(colic.ORIG,nominal,1000000) (1) 74.462629958489
BNG(colic,nominal,1000000) (1) 25.864097430553
BNG(optdigits) (1) 4.081321403932
BNG(credit-a,nominal,1000000) (1) 16.145760851094
BNG(page-blocks,nominal,295245) (1) 9.4440030299658
BNG(credit-g,nominal,1000000) (1) 82.281013034653
BNG(pendigits,nominal,1000000) (1) 2.2451602261041
BNG(cylinder-bands,nominal,1000000) (1) 76.626274830293
BNG(dermatology,nominal,1000000) (1) 2.4667726400582
BNG(segment) (1) 1.0967453998382
BNG(anneal.ORIG,nominal,1000000) (1) 13.181853583708
BNG(kr-vs-kp) (1) 35.649385403203
BNG(letter,nominal,1000000) (1) 4.8814268605018
BNG(autos,nominal,1000000) (1) 12.993724045891
BNG(lymph,nominal,1000000) (1) 11.896723554806
BNG(breast-cancer,nominal,1000000) (1) 49.546156896791
BNG(mfeat-fourier,nominal,1000000) (1) 7.0917231557387
hayes-roth_test (1)
hayes-roth_train (1)
vowel (1)
BNG(mfeat-karhunen,nominal,1000000) (1) 6.7452088681302
BNG(bridges_version1,nominal,1000000) (1) 8.4263265550972
bolts (1)
cpu_act (1)
delta_elevators (1)
pbc (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
echoMonths (1)
puma8NH (1)
hungarian (1)
fishcatch (1)
diabetes_numeric (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)
re1.wc (1)
la1s.wc (1)
wap.wc (1)
ohscal.wc (1)
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) 9.1366737426623
BNG(vowel,nominal,1000000) (1) 13.244358088233
BNG(ionosphere) (1) 18.230972059151
BNG(waveform-5000,nominal,1000000) (1) 14.348111967651
BNG(zoo,nominal,1000000) (1) 2.158209727595
BNG(bridges_version2,nominal,1000000) (1) 8.5827194537734
Hyperplane_10_1E-3 (1)
Hyperplane_10_1E-4 (1)
RandomRBF_0_0 (1)
RandomRBF_10_1E-3 (1)
RandomRBF_10_1E-4 (1)
RandomRBF_50_1E-4 (1)
BNG(sick,nominal,1000000) (1) 83.808671973418
BNG(glass,nominal,137781) (1) 5.7065046734592
BNG(soybean) (1) 2.0669624813539
BNG(spambase) (1) 21.665505268062
BNG(heart-c,nominal,1000000) (1) 12.085989808783
BNG(heart-h,nominal,1000000) (1) 12.14820015576
BNG(trains) (1) 30.861309015209
BNG(heart-statlog,nominal,1000000) (1) 12.490419816516
spect_test (1) 43.251397527044
spect_train (1) 10.749377819282
spectf_test (1)
spectf_train (1)
SEA(50) (1)
SEA(50000) (1)
monks-problems-1_test (1) 27.125611195376
monks-problems-1_train (1) 20.823480794786
monks-problems-2_test (1) 446.05008656346
monks-problems-2_train (1) 187.08756886799
monks-problems-3_test (1) 12.04678827695
oh15.wc (1)
internet_usage (1) 6.9588774721004
UNIX_user_data (1)
SyskillWebert-BioMedical (1)
SyskillWebert-Sheep (1)
SyskillWebert-Goats (1)
SyskillWebert-Bands (1)
tr31.wc (1)
codrna (1)
chembl1075021test1 (1)
aids (1)
bridges (2) 2.6201470512422
BNG(anneal) (1) 8.2908842778762
BNG(anneal.ORIG) (2) 11.742185483759
BNG(labor) (2) 7.7633847327317
BNG(letter) (2)
BNG(autos) (1) 12.022875794031
BNG(lymph) (1) 13.096306682824
BNG(mfeat-fourier) (1)
BNG(bridges_version1) (1) 10.766316320848
BNG(mfeat-zernike) (1)
BNG(colic.ORIG) (1) 59.647077285426
BNG(colic) (1) 22.517021787646
BNG(credit-a) (1) 14.575257283178
BNG(credit-g) (1) 73.032343304003
20_newsgroups.drift (1) 1.2840632866331E+15
BNG(mfeat-karhunen) (1)
BNG(pendigits) (1)
BNG(cylinder-bands) (1) 62.149569024896
BNG(dermatology) (1) 2.3829675230761
BNG(sonar) (1)
BNG(glass) (1)
BNG(heart-c) (1) 9.6372767352631
BNG(heart-statlog) (1)
BNG(vehicle) (1)
BNG(hepatitis) (1) 15.722107443962
BNG(vowel) (1) 59022.94891628
Ailerons (1)
BNG(waveform-5000) (1)
BNG(zoo) (1) 2.2017867916207
QSAR-TID-30007 (1)
QSAR-TID-103900 (1)
QSAR-TID-100871 (1)
QSAR-TID-10541 (1)
QSAR-TID-12162 (1)
QSAR-TID-10116 (1)
QSAR-TID-12261 (1)
QSAR-TID-100817 (1)
QSAR-TID-10019 (1)
QSAR-TID-100860 (1)
QSAR-TID-101533 (1)
QSAR-TID-102401 (1)
QSAR-TID-12867 (1)
QSAR-TID-12169 (1)
QSAR-TID-100865 (1)
QSAR-TID-11142 (1)
QSAR-TID-100624 (1)
QSAR-TID-10461 (1)
QSAR-TID-10906 (1)
QSAR-TID-12944 (1)
QSAR-TID-101582 (1)
QSAR-TID-219 (1)
QSAR-TID-10058 (1)
QSAR-TID-20032 (1)
QSAR-TID-104385 (1)
QSAR-TID-11058 (1)
QSAR-TID-100427 (1)
QSAR-TID-100992 (1)
QSAR-TID-10501 (1)
QSAR-TID-12788 (1)
QSAR-TID-11863 (1)
QSAR-TID-10494 (1)
QSAR-TID-20154 (1)
QSAR-TID-13024 (1)
QSAR-TID-11269 (1)
QSAR-TID-12703 (1)
QSAR-TID-11081 (1)
QSAR-TID-240 (1)
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