Measure

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

Value per dataset

cjs (1) 1.957457409771
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) 16.456454576701
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) 12.656051950662
BNG(satimage) (1)
BNG(baseball) (1)
BNG(eucalyptus) (1) 10.969571232138
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 15.301672150302
BNG(solar-flare) (1) 8.8628435056551
BNG(spect_test) (1) 73.227124267301
hiva_agnostic (1)
cjs (2) 1.9789477028307
ESL (1)
ozone_level (1)
bridges (3) 4.4775486496555
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)
mouseType (1)
ovarianTumour (1)
hepatitisC (1)
variousCancers_final (1)
Acorns (1)
Cereals (1) 18.761340160421
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) 52.290821053785
BNG(audiology,1000,10) (1) 211.74554449025
BNG(audiology,5000,1) (1) 38.102540411403
BNG(kr-vs-kp,1000,10) (1) 505.57774934663
BNG(kr-vs-kp,5000,5) (1) 75.021895902232
BNG(kr-vs-kp,5000,10) (1) 131.89303025067
BNG(kr-vs-kp,10000,1) (1) 61.059304931454
BNG(kr-vs-kp,10000,5) (1) 60.759159129532
BNG(kr-vs-kp,10000,10) (1) 75.032474408547
BNG(letter,1000,5) (1)
BNG(anneal,1000,1) (1) 48.923780365312
BNG(anneal,1000,5) (1) 182.99448313704
BNG(anneal,1000,10) (1) 320.34507283548
BNG(anneal,5000,1) (1) 18.129206551194
BNG(anneal,5000,5) (1) 48.818083744971
BNG(anneal,5000,10) (1) 71.861604070649
BNG(anneal,10000,1) (1) 18.89221458096
BNG(anneal,10000,5) (1) 29.8518721709
BNG(anneal,10000,10) (1) 48.600800823871
BNG(anneal.ORIG,1000,1) (1) 93.158793781124
BNG(anneal.ORIG,1000,5) (1) 207.13419567538
BNG(anneal.ORIG,1000,10) (1) 553.56682888311
BNG(anneal.ORIG,5000,1) (1) 43.489766027167
BNG(anneal.ORIG,5000,5) (1) 93.334680017149
BNG(anneal.ORIG,10000,5) (1) 53.327860058521
BNG(kr-vs-kp,1000,1) (1) 74.9289468558
BNG(kr-vs-kp,1000,5) (1) 287.4231546275
codrnaNorm (1)
lungcancer_shedden (1)
fri_c4_100_10 (1)
fri_c3_100_5 (1)
BNG(audiology,5000,5) (1) 52.295601019694
BNG(audiology,5000,10) (1) 72.725306265977
BNG(autos,1000,1) (1) 41.592262358701
BNG(autos,1000,5) (1) 177.49681947448
BNG(autos,1000,10) (1) 397.23264407939
BNG(autos,5000,1) (1) 18.929403217795
BNG(autos,5000,5) (1) 41.370994060527
BNG(autos,10000,1) (1) 17.28451456099
BNG(autos,10000,5) (1) 28.59362271157
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
BNG(autos,10000,10) (1) 41.45576336125
BNG(lymph,1000,1) (1) 131.93213104343
BNG(lymph,1000,10) (1) 1129.9580240856
BNG(lymph,5000,1) (1) 28.828503996046
BNG(lymph,5000,5) (1) 130.55684030865
BNG(lymph,5000,10) (1) 283.05901525192
BNG(lymph,10000,1) (1) 22.438644082029
BNG(lymph,10000,10) (1) 135.16672267056
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) 161196.71256842
Stagger2 (1) 3.9268311783345
Stagger3 (1) 2.9999806027827
BNG(SPECT) (1) 42.581507931986
BNG(SPECTF) (1)
BNG(mv) (1)
BNG(JapaneseVowels) (1)
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) 58475.084914535
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) 7.2561249592708
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) 11.357756254315
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) 2412.7608514657
F2Pmodel4smoted (1) 2410.5648067155
S1S1_1s50_31features_7tasks (1)
BNG(colic.ORIG,nominal,1000000) (1) 44.038310650578
BNG(colic,nominal,1000000) (1) 20.559261545237
BNG(optdigits) (1) 18.370866128234
BNG(credit-a,nominal,1000000) (1) 17.893351732876
BNG(page-blocks,nominal,295245) (1) 20.582933244751
BNG(credit-g,nominal,1000000) (1) 57.898691247876
BNG(pendigits,nominal,1000000) (1) 7.9114330090137
BNG(cylinder-bands,nominal,1000000) (1) 49.12276406442
BNG(dermatology,nominal,1000000) (1) 6.6380278908131
BNG(segment) (1) 6.7208812585911
BNG(anneal.ORIG,nominal,1000000) (1) 47.700597632082
BNG(kr-vs-kp) (1) 60.463334817696
BNG(letter,nominal,1000000) (1) 27.229977376724
BNG(autos,nominal,1000000) (1) 22.075577424962
BNG(lymph,nominal,1000000) (1) 14.350634398633
BNG(breast-cancer,nominal,1000000) (1) 28.344933495982
BNG(mfeat-fourier,nominal,1000000) (1) 21.874634348792
hayes-roth_test (1)
hayes-roth_train (1)
vowel (1)
BNG(mfeat-karhunen,nominal,1000000) (1) 22.294556025653
BNG(bridges_version1,nominal,1000000) (1) 10.710852119231
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)
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) 17.135389310005
BNG(vowel,nominal,1000000) (1) 31.771566820684
BNG(ionosphere) (1) 14.11783641165
BNG(waveform-5000,nominal,1000000) (1) 21.650761169772
BNG(zoo,nominal,1000000) (1) 6.2573222274652
BNG(bridges_version2,nominal,1000000) (1) 10.47533881287
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) 80.578881589724
BNG(glass,nominal,137781) (1) 16.079467975552
BNG(soybean) (1) 11.317325176946
BNG(spambase) (1) 351.87563887632
BNG(heart-c,nominal,1000000) (1) 12.231133256402
BNG(heart-h,nominal,1000000) (1) 14.915149901982
BNG(trains) (1) 32.042819851552
BNG(heart-statlog,nominal,1000000) (1) 12.304977005474
spect_test (1) 19.82623131152
spect_train (1) 16.065884444795
spectf_test (1)
spectf_train (1)
SEA(50) (1)
SEA(50000) (1)
monks-problems-1_test (1) 19.275366717226
monks-problems-1_train (1) 15.003043587642
monks-problems-2_test (1) 279.90539890513
monks-problems-2_train (1) 123.60569544297
monks-problems-3_test (1) 8.9214575438305
oh15.wc (1)
internet_usage (1) 28.677011173039
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) 4.9738667982591
BNG(anneal) (1) 19.628877952692
BNG(anneal.ORIG) (2) 60.118371704594
BNG(labor) (2) 7.9685680946243
BNG(letter) (2)
BNG(autos) (1) 18.128522314404
BNG(lymph) (1) 15.260742108126
BNG(mfeat-fourier) (1)
BNG(bridges_version1) (1) 11.648034501492
BNG(mfeat-zernike) (1)
BNG(colic.ORIG) (1) 31.271558201638
BNG(colic) (1) 15.685590400027
BNG(credit-a) (1) 11.80403544833
BNG(credit-g) (1) 45.188076247484
20_newsgroups.drift (1) 9.5465652371985E+14
BNG(mfeat-karhunen) (1)
BNG(pendigits) (1)
BNG(cylinder-bands) (1) 31.070352570977
BNG(dermatology) (1) 6.5091913828328
BNG(sonar) (1)
BNG(glass) (1)
BNG(heart-c) (1) 9.8432145405105
BNG(heart-statlog) (1)
BNG(vehicle) (1)
BNG(hepatitis) (1) 15.750744350483
BNG(vowel) (1) 103795.51040814
Ailerons (1)
BNG(waveform-5000) (1)
BNG(zoo) (1) 6.4153872497499
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)
QSAR-TID-100918 (1)
QSAR-TID-11105 (1)
QSAR-TID-12276 (1)
QSAR-TID-102465 (1)
QSAR-TID-280 (1)
QSAR-TID-100426 (1)
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