name,n,lambda_del_real,lambda_del_rand,w_2
7th_graders,7891015,1409.09597245548,1331.88375847987,1
academia_edu,7827192,239.832637990807,257.300085514493,1.05222354830942
advogato,6336769,4.8144154549824,211.927717778453,1
amazon_copurchases_302,5384162,112.327961073047,112.055163049883,1
amazon_copurchases_312,5204176,27.6998481477048,18.9992531153357,1
amazon_copurchases_505,4847571,28.3682630373275,24.8137915711369,1
amazon_copurchases_601,4846609,28.3880273852489,24.9810872434184,1
Anaheim_roads_1992,3966924,347.150063460103,389.804280375047,1.26205869803922
anybeat,3072441,2.34385940118636,9.52418884561143,1
baidu,2987535,2.04782963987236,33.3853804801911,149.515950959424
Barcelona_flow,2919613,212.177253492401,0.161810572970523,10.737625465245
bikecommclust,2601977,5.49949691409711,1.33964185217337,3.45149772546397
bison,2452715,221.318220048033,219.556022741705,1
bitcoin,2394385,17.6077359469805,69.5158492305401,1
bitcoin_alpha,2302925,53.2748273521995,90.1793361720364,1
bitcoin_trust,2281259,38.8305532084444,0.559192293721594,6.34931743967934
bn-cat-mixed-species_brain_1,2212682,1917.41372694436,620.116064576253,21.7858309530453
bn-macaque-rhesus_brain_1,2166669,1331.52485828069,434.801570005332,14.9273262050028
California,2141300,153.805218091795,193.434960334395,1.03628341119282
california_gov,1984484,14.3982961531725,139.22929021245,1
cattle,1870709,207.583094030823,269.486045965505,1
Caviar,1715255,44.7690212112271,78.2501405060298,1
celegans_2019_hermaphrodite_chemical,1632803,5.38201016641608,22.994030446806,1
celegans_2019_hermaphrodite_chemical_corrected,1601787,85.5309133060534,99.633187098698,1
celegans_2019_hermaphrodite_chemical_synapse,1382751,2.27373675443232e-13,-2.04636307898909e-12,1.00082179472306
celegans_2019_male_chemical,1382717,0.265200051109062,-2.1316282072803e-14,1.00099317087691
celegans_2019_male_chemical_synapse,1204009,964.948015893227,477.519388357752,7.83091017141125
celegansneural,1138499,2.62795364794553,9.73668150183104,1
cfinder-google,1138499,2.82836028497925,9.83504911857156,1
chess,1039252,296.318947343559,258.538374692448,4.99309071058058
chess,1033050,2011.88810050081,377.116802570092,13.4826128509561
chicago_road,916428,20.8422064573953,33.7753330112548,1
circuit_2,857199,370761577.376648,73559516.3427124,3.04700887610157e+18
circuit_3,685230,186.428973889062,249.440196473005,1
circuit204,653260,234.64647499959,257.784643610571,1
citeseer,465017,34.6217212713681,30.3048260405136,1
coliInterFullVec,456626,135.895047277457,262.320412360313,1
college_freshmen,415641,336.211971851199,315.550870959824,1.00004749846011
convote,410236,20.0275928918237,16.692654845825,1
copenhagen_calls,403394,19.4789198126664,17.1830480892487,1
copenhagen_sms,400727,18.7334733667189,17.4512065004069,1
cora,384413,22.2616893669006,16.3847644002719,1
Corporate,325729,5.02337523440826,56.4459121002007,1
Cross_Parker-Manufacturing_aware,281903,176.410376618316,138.963456390405,1
dblp_cite,279630,89.1257068138196,95.2237653759904,1
dbpedia_all,265214,6.09057922767529,26.7629771947162,1
digg_reply,262111,7.32116511591803,5.71498542723235,1
digg-friends,226473,74.6587698385497,81.9406199336984,1
dnc-temporalGraph,220970,2127.70875156746,2594.48039903746,44.9496059356153
dw2048,211187,23.5772902152864,20.4756636360645,1
dw8192,200169,25.0632019509663,26.4666635149549,1
EATnew,194085,2.47101055419125,0.866621788363773,2.58842993198553
ego-gplus,159316,12.2490579909145,1.72760765573548,3.01785461816566
ego-twitter,138592,28.4186463812468,33.3802819424406,1
elec,131828,14.8774580918658,31.6536351358505,1
email_eu,100312,269.968441301371,129.010166797883,14.9808727713635
enron,91340,22.9745167236283,12.2011290397907,33.760037002388
Epa,89269,162.230664342087,145.213193344739,1.06702189791981
epinions,87273,0.0710437195898521,0.0191552655865053,133.981071609288
epinions_trust,79120,6.50547180165009,37.8421646546742,1
faa_routes,75888,16.471519843003,26.3772914181229,1
facebook_wall,75879,16.4715198430034,26.2302211516964,1
fao_trade,63399,76.9325399419167,22.5874969001889,273.199299121583
flickr_growth,62586,2.93130784987413,2.78639374869818,1
foldoc,58743,80.9283383415661,72.9031338131428,1
foodweb_baywet,51083,5.27571220343572,8.02778707324674,1.28818746644167
foodweb_little_rock,46952,2.20842846300627,143.758199522073,78.4060393024348
frenchbookinter,42951,50.9612052449125,37.3986668093561,1
fresh_webs_Broad,39796,2.97113186051118,4.94458780562373,1
fresh_webs_Canton,36682,2.58938494124514,2.60323501248988,1
fresh_webs_DempstersAu,30837,75.6260521747687,74.1499901834302,1
fresh_webs_DempstersSu,30398,3.05821536722294,2.31763674612224,1.04840053022394
fresh_webs_German,26518,6.24677585522006,5.71246419085638,1
fresh_webs_Narrowdale,24818,8.36871501853238,1.12678936188968,7.5934444780715
fresh_webs_Stony,23628,25.6288329846065,27.505392947812,1
fs_760_3,23370,6.28827942097156,8.22751273061818,1
genetic_Arabidopsis,23219,80.9292678550749,62.6909823676248,28.7901079595975
genetic_Bos_Multiplex_Genetic,23166,7.12154795801519,7.51310242935478,1
genetic_Candida,23132,37.3276722836757,33.7013450995986,4.67701229800037
genetic_Celegans,22687,2.05708745313381,2.46381141521468,1
genetic_DanioRerio,18222,16.2467544129567,25.735736748833,1.31988907014682
genetic_Drosophila,15763,27.9337775204696,60.9573891759694,1
genetic_Gallus,14629,7.70322057830361,13.4295912078788,1.00005237887385
genetic_Homo,13356,11.5780165349663,6.52059350604784,1.15746269898036
genetic_HumanHIV1,12982,0.000428528958647867,0.613088719830106,1
genetic_Mus,12645,3.59549549528319,9.52702785511147,1
genetic_Oryctolagus,12642,4.65249814465767,3.74616725464433,1
genetic_Plasmodium,12590,16.8504863713998,13.3197178459268,1
genetic_Rattus,12127,26.5987220337161,10.5675143343005,0.148036581318523
genetic_Sacchcere,11586,4.65249814465773,3.83949500104858,1
genetic_Sacchpomb,11381,39.2443290604612,34.9809565454543,1.1776935915437
genetic_Xenopus,10876,4.09273900213789,3.41981688551621,1
genetic_YeastLandscape,9664,3.84768462410878,9.01419414634328,1
gnutella_31,9424,4.03316628969068,3.2250966314098,1
google_plus,9290,41980.4204320774,63533.3889894278,2260955.81068018
google_web,8846,7.41803117600302,4.07602310356961,1
guava,8717,6.44939860435761,3.86460169498191,1
hens,8497,9.90064484969871,10.9683774401521,1
high_tech_company,8325,4.03316628969066,3.17132825421484,1
highschool,8215,0.496103740941077,6.26019423844,1.10042571510571
impcol_a,8192,0.000352331236328496,23.2620270916546,29.1120323066382
inploid,8114,9.68965553933285,5.20530282352436,1
interactome_figeys,7747,5.82254789814798,10.3287025468773,1.16304055868923
interactome_stelzl,7381,3.38937190480836,3.36530607885443,1
javax,7301,0.969916478383574,1.45158689024705,1.12800365724735
jdk,7301,0.49432413604827,1.41705001311027,1.29782167005296
jung,7118,29.2320820735073,31.2463337976531,1
law_firm,6980,4.09185651580194,14.3424490975076,1.11053323426873
league-be1-2016,6570,14.6046844030802,27.6802214054898,1.29491064250819
league-de1-2016,6541,11.3204483806532,10.14376125612,0.720436193910986
league-fr1-2016,6434,514.194298744034,192.12979206442,36.3894270021525
league-uk1-2013,6301,9.06844287690237,5.16291961731573,1
libimseti,6120,440.093220363463,197.36273596083,31.7851785890967
librec-ciaodvd-trust,5881,0.731276463358256,2.45877915061578,1
librec-filmtrust-trust,4772,5.21838112290096,10.6268771196401,1
link-dynamic-dewiki,4658,5.09089522645786,9.03352859376405,1
link-dynamic-frwiki,4510,10.8142872206826,3.41555883498446,0.195362415691747
link-dynamic-itwiki,4458,32.1449226698644,19.0800705486993,0.00288656342180727
link-dynamic-nlwiki,4245,20.1650006162376,7.67894900430036,3.58770061910959
link-dynamic-plwiki,4179,95.6521725836369,140.020986181762,323.432154519558
linux,4092,12.311936895911,21.4057582813166,1.10960220148828
livejournal,3879,9.58251645072541,10.9670833603474,1.04040404040404
lkml_reply,3783,0.510649085696762,1.70383680241186,1
maayan-pdzbase,3310,143.617277034549,65.8802027544241,24.8156745820466
mbeacxc,3214,0.0391861672578386,2.30030402396005,4.93047200997128
mbeaflw,3140,3.1477804810498e-06,0.0263765593640541,4.57079170778131e-05
messal_shale,2704,2.43639804865743,2.79669341936295,1
mislove_osn_flickr,2640,8.26793299732926,9.87313970031614,1.15263944223108
mislove_osn_livejournal,2539,1.999798341835,4.78222856474109,11.2297787030611
mislove_osn_orkut,2529,14.0996572290779,4.81117861913443,0.0642617982387171
mislove_osn_youtube,2278,4.99182574218139,498.925367353146,47882.8031565522
moreno_blogs_blogs,2239,13.0218064698711,13.3564849148866,1
moreno_health_health,2048,8.0405379499493e-05,0.202767881896756,0.0171479117863285
moreno_sampson_sampson,2029,49.1000310742442,0.954746112387625,388.876382091716
moreno_sheep,2021,145887.836773202,133161.986505582,444018631.104433
moreno_vdb_vdb,1899,10.4530587048891,16.5068168430262,32.6198758376035
munmun_twitterex_at,1706,0.007497680657373,1.04124831615837,1
notre_dame_web,1609,75304.9327249811,1790964.2166034,214521682789.522
npm_network,1574,79.2970283571631,240420.375094777,8478136030.23753
openflights,1490,11.0162700432181,14.6974715767581,1.01025128798234
opsahl-ucsocial,1226,0.479081607792419,1.28056962140467,1
opsahl-usairport,1224,10.9467516422375,13.9098357553401,1
orani678,1203,2.38631637734558,2.62419637829699,1
p2p-Gnutella04,1020,300.062991711178,3369.2147522786,4982383.38135727
p2p-Gnutella05,1020,0.049141076010506,0.40384130993725,0.290851274368206
p2p-Gnutella06,1005,3.78582053046382,5.82579109440567,1.30089213300892
p2p-Gnutella08,915,3.73310998631705,4.68676743004471,1
p2p-Gnutella09,874,0.457911691165323,1.77610910122192,1
p2p-Gnutella24,836,54.3123385096635,22.9592775003552,32.7179962894249
p2p-Gnutella25,760,45367156.8387986,0.00427961349487305,20359753194586.1
p2p-Gnutella30,750,8.73287073933898,8.154824459461,166.106849285878
packet_delays,700,11.9534017075683,9.08319584602418,1
pgp_strong,575,2.46351269421087,2.46325957997667,1
physician_trust,568,0.193276622414942,675.430819866596,6044.84036838066
pokec,536,4.30600108731469,32.6080731630604,52.5108225108225
polblogs,492,0.575995111674642,0.18348317695125,0.000419304672095298
prosper,492,3705.05340698598,3.39399733636492,25753.3948397919
psmigr_3,480,264.99007503502,264.022053236999,3359.3435024934
python_dependency,477,2.26826774426739,2.3459064497137,1
qa_user_askubuntu_all,461,0.578873468674082,2.50599150257406,1.18815331010453
qa_user_stackoverflow_all,454,3.35812181251335,2.55586541479309,1
qa_user_superuser_all,453,3.35812181251337,2.5976480124283,1
radoslaw_email_email,452,3.06798958203245,2.20622558517791,1
rbs480b,424,5.76929249580138,5.96867467527177,2.39499036608863
residence_hall,416,3585.93023470652,4326.18391608375,11297747.7466993
rhesus_monkey,367,3.48949786133734,5.83599305787783,1.15675675675676
slashdot_threads,328,1.68191540487007,2.96271810495359,9.68525896414343
slashdot_zoo,328,0.140886802231893,0.682351144955589,1
soc-Epinions1,325,0.674563044654981,2.0606400439932,1.11475409836066
soc-LiveJournal1,313,2.03064815714897,6.09631514892369,1.27247191011236
sp_high_school_diaries,297,4.45463083651208,3.45384358475355,1.01791044776119
sp_high_school_survey,242,2.1400427580463,2.58514548337348,1
spanishbookinter,241,0.723244158411837,1.84594465050879,1
sx-mathoverflow,219,1.97148884031464,3.42660544999037,2.27303754266212
tech-ip-traffic-flow-attrs,217,3.10425189429432,6.15460701529727,12.0419161676647
tennis,214,5601237.43146066,4542138.37132251,342547342004.614
Terrassa-Asym_net,212,1.92032906710556,1.57036125441703,1
trec_web,207,47.3613855119532,0.00190491441583163,9225.10604237029
twitter,183,14.693388219233,8.96692904594847,1
twitter_events_ObamaInIsrael2013,167,18.1094289427615,115.882981129248,2224.4118969393
twitter_higgs_social,155,0.809330642246452,2.55843419370363,1.20689655172414
twitter_sample,144,1.31039781663762,3.25069349006616,1.11029411764706
twitter-GreekGoldenDawn,134,5.22058511044355,6.21825812427787,1
us_agencies_aggregate,128,132.105335088399,180.374805211415,214.790243675816
us_air_traffic,125,113717053432.331,96682923963.0574,2.12971673522033e+20
web-BerkStan,113,10.3535676215422,10.28167188543,1
web-Stanford,110,33.8801630424454,57.3498902019647,934.901694915254
west2021,110,31.8616196631236,15.9857563245784,6.87029288702929
wiki_link_dyn,107,11.10370935427,8.60178417843741,1
wiki_rfa,95,8.08581267903583,8.23701722684225,1
wiki_talk_en,86,6.51700624170515,5.90175245327848,1
wiki_users,86,5.87561831325675,5.3461961846984,1
wiki-Talk,80,360545.825230577,1073285.67419805,47636607303.1984
wikipedia_growth,77,2.2334002364239,4.01849377346682,22.5769561478934
wikipedia_link_ceb,71,3.43381216428267,3.16468132867535,1
wikipedia-discussions-de,71,2.2593693792487,1.76246890239839,3.2141041931385
wikispeedia,70,0.764422841872332,1.57978149950941,2.14754098360656
wikitree,65,0.715857635142601,0.95533647828789,1
wikitree_anon,32,2.32387352306059,4.6082295421614,26.2290502793296
word_adjacency_darwin,32,8.28737479587045,4.32374217346092,1
word_adjacency_french,32,2.32387352306058,6.17064208130994,26.2290502793296
word_adjacency_japanese,29,3.05347608126117,2.07256855254341,4.68617021276596
word_adjacency_spanish,28,12.9080943382509,5.0808772929841,8.8110599078341
word_assoc,28,16.1343368007471,7.01944011772899,11.68
world_trade,26,8.86872427434629,5.05249492065678,15.2070063694268
yahoo_ads,21,1.96413257344022,2.06468163034369,2.12931034482759
yeast_transcription,20,1.06054282925871,0.786122325845486,5.15438596491228
youtube-links,20,0.842750313134744,0.838338962137488,4.80132450331126
Ythan,18,0.605510665826944,0.745390512982759,4.76293103448276
zhishi-all,18,0.357791516905435,0.627857123182128,1
zhishi-baidu-relatedpages,16,0.891155255967682,0.743602692002224,4.51396648044693
zhishi-hudong-internallink,16,11.5802151354874,9.01730771840273,92.6936936936937
zhishi-hudong-relatedpages,10,0.52600387862708,8.94129493308526,9256.75555555556