serliezer commited on
Commit
0f1c500
·
verified ·
1 Parent(s): 3f186f0

v2: table_synthetic_regimes.csv

Browse files
results/tables/table_synthetic_regimes.csv CHANGED
@@ -1,9 +1,9 @@
1
  graph_type,prior_strength,K,chi_seed_max_mean,chi_seed_max_median,chi_seed_max_std,chi_seed_max_count,chi_seed_sum_mean,chi_seed_sum_median,chi_seed_sum_std,chi_seed_sum_count,empirical_decay_mu_mean,empirical_decay_mu_median,empirical_decay_mu_std,empirical_decay_mu_count,empirical_decay_r2_mean,empirical_decay_r2_median,empirical_decay_r2_std,empirical_decay_r2_count,rel_error_R1_mean,rel_error_R1_median,rel_error_R1_std,rel_error_R1_count,rel_error_R2_mean,rel_error_R2_median,rel_error_R2_std,rel_error_R2_count,rel_error_R3_mean,rel_error_R3_median,rel_error_R3_std,rel_error_R3_count,rel_error_R4_mean,rel_error_R4_median,rel_error_R4_std,rel_error_R4_count,runtime_exact_mean,runtime_exact_median,runtime_exact_std,runtime_exact_count,runtime_local_R2_mean,runtime_local_R2_median,runtime_local_R2_std,runtime_local_R2_count,runtime_local_R4_mean,runtime_local_R4_median,runtime_local_R4_std,runtime_local_R4_count,interference_cosine_R2_mean,interference_cosine_R2_median,interference_cosine_R2_std,interference_cosine_R2_count,error_warm_start_mean,error_warm_start_median,error_warm_start_std,error_warm_start_count,rel_error_warm_start_mean,rel_error_warm_start_median,rel_error_warm_start_std,rel_error_warm_start_count,error_one_step_mean,error_one_step_median,error_one_step_std,error_one_step_count,rel_error_one_step_mean,rel_error_one_step_median,rel_error_one_step_std,rel_error_one_step_count
2
- bounded_degree,strong,5,995.3350228287541,632.4658870763187,965.708090361213,780,1422.793907660192,941.4087719448988,1306.7077223230249,780,0.5849360757052816,0.5321563415288343,0.48490576870019136,780,0.6981948937453417,0.7800915180399108,0.26564818072197843,780,0.09617775984704607,0.06204595682196884,0.08652823198587903,780,0.08422204477958835,0.06070633026272399,0.07666324754464411,780,0.04170849199957383,0.004925679119010079,0.063797480156512,780,0.016407440952985693,3.033077784870094e-05,0.03614339798193571,780,0.6676174756808159,0.5571457147598267,0.39954461904022903,780,0.5074526316080338,0.36108219623565674,0.43597683962270983,780,0.7671616355578105,0.6693613529205322,0.439956737065297,780,0.7444293944038922,0.8850964422229709,0.285434986961772,780,0.0,0.0,0.0,780,0.0,0.0,0.0,780,91.82111946542605,64.37270467770195,89.21297811565861,660,0.07157942251991516,0.06010913642064879,0.05983580875299628,660
3
- bounded_degree,strong_prior,5,5.211009650572813,4.735803785912417,3.071110027830374,90,8.005646848965094,7.220173032262405,4.69990329407102,90,1.737239047838907,2.0352161259127963,0.7455342669897508,90,0.85593847942569,0.8626688472025382,0.07187054369758053,90,0.0071231744580619325,9.013323937981003e-06,0.026642230051743706,90,0.006648577055261019,4.571613644593387e-06,0.025639819976310714,90,0.005041932279567662,1.1123189698765463e-06,0.018246897482763914,90,0.0012625782563305892,1.1681581377899467e-07,0.004964305042394764,90,0.08714903791745504,0.007627606391906738,0.16330402171829786,120,0.01405642032623291,0.007110714912414551,0.016169103912803507,120,0.07367918690045674,0.008226990699768066,0.14974997075994992,120,0.21819800435511824,0.008689734031822681,0.32056129179184983,90,0.0,0.0,0.0,90,0.0,0.0,0.0,90,,,,0,,,,0
4
- bounded_degree,weak,5,1448219.7550273929,333213.02279040765,3307681.3863758785,780,1962777.4495675517,470608.3953582737,4330735.596001932,780,0.659688023741247,0.7060940665040754,0.4497235324611705,772,0.7178938442014754,0.8094809627326887,0.25948045593284363,772,0.06839172727321735,0.01148924500687791,0.333748568179007,780,0.09961063344938019,0.010560357449390555,0.6520453811701812,780,0.09826734460120409,0.006074000249250025,0.7293751752020916,780,0.1444473507693932,0.002109192756624293,1.0448434728141904,780,0.38352252886845517,0.3358147144317627,0.19133821373346263,780,0.22702910594451123,0.17465293407440186,0.19339847397461707,780,0.43828590374726517,0.3957027196884155,0.25025618460262794,780,0.48477652632982304,0.41053519356071067,0.3441436840661669,780,0.0,0.0,0.0,780,0.0,0.0,0.0,780,59.62506611440491,22.422378722382824,93.63626659750388,660,0.02075829538821181,0.011146195399820048,0.023691960556328953,660
5
- bounded_degree,weak_prior,5,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,0.0035655319690704344,0.0027523040771484375,0.0019898292271474673,120,0.004294343789418538,0.0032563209533691406,0.002524126909846048,120,0.004855020840962728,0.0037484169006347656,0.002823793089617275,120,,,,0,,,,0,,,,0,,,,0,,,,0
6
- erdos_renyi,strong,5,848.6482516351285,622.3754755368675,669.4656777559985,360,1232.870554490421,946.9086081224597,930.0950496345773,360,0.6442513930354045,0.5706574268788903,0.4645361542126503,360,0.7255838106030751,0.7972324390398965,0.2595787841052812,360,0.08201433059391833,0.07579085130530328,0.06315606781968713,360,0.07464286221837874,0.059469265910324365,0.0639834988254236,360,0.03967701096488118,0.0014162507675511754,0.06848072470958322,360,0.021053691130854847,0.0,0.049600890372422775,360,0.9664975033866035,0.9132825136184692,0.5320838356486957,360,0.755679503414366,0.5491615533828735,0.6335342352974402,360,1.1361776868502298,1.1126301288604736,0.6017724523351957,360,0.7712294845551848,0.9285152550733539,0.30870299597557943,360,0.0,0.0,0.0,360,0.0,0.0,0.0,360,119.51486671828197,79.2969424687935,115.61555830137716,360,0.08467877265680755,0.07666292202158706,0.0621108908981817,360
7
- erdos_renyi,weak,5,1529146.209273557,657238.9601086387,2114121.846136586,360,2300289.1447446984,1016694.7322995154,3316309.8493552585,360,0.7972689506699252,0.8035905477963187,0.36167538939653254,351,0.7767507321951441,0.8246500636420352,0.18450045898770642,351,0.017844081818108964,0.008611657754257582,0.02152145981642587,360,0.015148185742420137,0.0070093380566718915,0.01937027898217238,360,0.008462641138433046,0.004912587248016496,0.013522238657209371,360,0.0032891289716584756,0.0009616875705970671,0.00798940099825207,360,0.5131698601775699,0.472322940826416,0.22374999231436848,360,0.2696269234021505,0.20761752128601074,0.21733098420599703,360,0.6057060632440779,0.5765199661254883,0.3099121038256936,360,0.3867970930162925,0.2887148943917549,0.31490351204022315,360,0.0,0.0,0.0,360,0.0,0.0,0.0,360,78.36878836463156,22.919656329448323,121.10084890238129,360,0.020116849538527624,0.010279051274153538,0.02298605160743399,360
8
- power_law,strong,5,43889.03546512575,29770.886564005013,42917.914086124365,140,49920.69785996285,33221.82296121159,44325.230311558626,140,1.1571661693217317,1.1491719874332775,0.5391666418915295,140,0.8765282820821548,0.9225121689290401,0.1761526678166073,140,0.07985350668645047,0.0567890598053436,0.08319213478483453,140,0.015283406996523446,0.0005736660024127918,0.04124542141134998,140,0.0005001308414652252,0.0,0.005724924500167306,140,0.0,0.0,0.0,140,1.5444916129112243,1.297767996788025,0.7613182104214831,140,1.6457979662077769,1.4630522727966309,0.7768756159717487,140,1.7081604804311479,1.4529837369918823,0.815213034886591,140,0.487561039433741,0.511670032576321,0.38336010388339103,140,0.0,0.0,0.0,140,0.0,0.0,0.0,140,192.17853256381557,128.22782378998335,181.50738055190516,140,0.08343364734113132,0.059086773648711594,0.08502809714188629,140
9
- power_law,weak,5,25046028.61210569,15209570.567395288,26030951.818874303,140,29206049.393327475,18790113.848405562,29146059.386872634,140,1.172152841025296,1.047780940324343,0.49836040337534465,140,0.8796339535513734,0.8867211612517736,0.09463655547199996,140,0.020186015617963866,0.018242792106232263,0.015449753681768229,140,0.009002662532864901,0.005798382319898048,0.008350314687159032,140,0.0005498036799374421,8.55104708385039e-05,0.001153051159491309,140,3.030391235312738e-06,0.0,1.6555673217597622e-05,140,0.6885206290653774,0.6871547698974609,0.25311631900983494,140,0.6848347493580409,0.643582820892334,0.37175520055954725,140,0.8327155249459403,0.860171914100647,0.27987311967912065,140,0.2710001719281412,0.20808871233873844,0.24998139905303277,140,0.0,0.0,0.0,140,0.0,0.0,0.0,140,211.62068989205758,86.31468537347781,226.29624664418859,140,0.020724624384041268,0.017263600624333048,0.01847936687844269,140
 
1
  graph_type,prior_strength,K,chi_seed_max_mean,chi_seed_max_median,chi_seed_max_std,chi_seed_max_count,chi_seed_sum_mean,chi_seed_sum_median,chi_seed_sum_std,chi_seed_sum_count,empirical_decay_mu_mean,empirical_decay_mu_median,empirical_decay_mu_std,empirical_decay_mu_count,empirical_decay_r2_mean,empirical_decay_r2_median,empirical_decay_r2_std,empirical_decay_r2_count,rel_error_R1_mean,rel_error_R1_median,rel_error_R1_std,rel_error_R1_count,rel_error_R2_mean,rel_error_R2_median,rel_error_R2_std,rel_error_R2_count,rel_error_R3_mean,rel_error_R3_median,rel_error_R3_std,rel_error_R3_count,rel_error_R4_mean,rel_error_R4_median,rel_error_R4_std,rel_error_R4_count,runtime_exact_mean,runtime_exact_median,runtime_exact_std,runtime_exact_count,runtime_local_R2_mean,runtime_local_R2_median,runtime_local_R2_std,runtime_local_R2_count,runtime_local_R4_mean,runtime_local_R4_median,runtime_local_R4_std,runtime_local_R4_count,interference_cosine_R2_mean,interference_cosine_R2_median,interference_cosine_R2_std,interference_cosine_R2_count,error_warm_start_mean,error_warm_start_median,error_warm_start_std,error_warm_start_count,rel_error_warm_start_mean,rel_error_warm_start_median,rel_error_warm_start_std,rel_error_warm_start_count,error_one_step_mean,error_one_step_median,error_one_step_std,error_one_step_count,rel_error_one_step_mean,rel_error_one_step_median,rel_error_one_step_std,rel_error_one_step_count
2
+ bounded_degree,strong,5.0,1080.1594292889245,852.6366432954708,909.6225859086325,810,1577.0839341940168,1249.6398893603734,1282.5012166565625,810,0.48075254209270113,0.44553741057825424,0.380459763782164,810,0.6700269152269029,0.7496725028617708,0.26983026901288204,810,0.09824315888665053,0.09827396624498011,0.07711504137929316,810,0.09281456957231032,0.08903210355091962,0.07646429238009167,810,0.04173564423178982,0.016743415874708192,0.05653423470123908,810,0.01795629137147411,0.0,0.038980618990431294,810,1.020904994893957,0.9409019947052002,0.5803490492586212,810,0.6551297493922857,0.3153015375137329,0.6930859781987564,810,1.166315441072723,1.0919890403747559,0.671309598440488,810,0.8630578773431707,0.9635423247469199,0.21261310089882288,810,0.0,0.0,0.0,810,0.0,0.0,0.0,810,175.9593667795202,136.57814495895485,152.36961799892757,630,0.10416876737120663,0.10274829939795403,0.057208692407439296,630
3
+ bounded_degree,strong_prior,5.0,10.073089268910442,5.93496514104504,9.734352140902928,120,15.879663531164027,9.36857307812697,15.435216732635357,120,1.2625778966377619,1.240911770304579,1.0103672711782288,120,0.7799055356687775,0.8459634235181026,0.18069090622046874,120,0.08259931839354119,0.012040529082458337,0.11411443782920892,120,0.09331062178473683,0.01565895771998807,0.1219651114868154,120,0.029294046655356138,1.9218559214874777e-07,0.06079236656730107,120,0.007913842565279218,5.1983264788465825e-09,0.02610821925628139,120,0.20588448577457005,0.006343364715576172,0.3146913392448153,180,0.10633931027518378,0.007390499114990234,0.21613571931924064,180,0.20439487563239203,0.009111881256103516,0.31920213854165336,180,0.2865462661435269,0.022249015090471357,0.3354852109041123,120,0.0,0.0,0.0,120,0.0,0.0,0.0,120,,,,0,,,,0
4
+ bounded_degree,weak,5.0,837627.4810231455,196518.84657524183,1583565.8783894316,810,1234824.6742128485,303125.81960113643,2338588.551886838,810,0.4841668642925576,0.44291314169752205,0.4455849352774936,806,0.6641784291392419,0.7544456801962777,0.27427725216798565,806,0.21989096719229898,0.04427321560941094,0.3206188774386437,810,0.1762329726231764,0.0423501503568606,0.2559599884768508,810,0.10164602338511614,0.015852256634266565,0.19283584504479692,810,0.05913460180362284,0.006028617326556433,0.11553863004100941,810,0.7461523921401413,0.5609318017959595,0.6054524749314824,810,0.535611982110106,0.19456732273101807,0.7159987353745334,810,0.8823082020253311,0.6770628690719604,0.7420148764260011,810,0.6574008363158559,0.7009641619962586,0.31069743789912385,810,0.0,0.0,0.0,810,0.0,0.0,0.0,810,166.87810156874215,82.64875868020744,175.1290051914832,630,0.053264552488724415,0.03744112301712238,0.07299230220567365,630
5
+ bounded_degree,weak_prior,5.0,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,,,,0,0.0031472828653123642,0.0030246973037719727,0.0006847008372773437,180,0.0041736894183688695,0.0036766529083251953,0.0028599432684237986,180,0.00511931578318278,0.005274772644042969,0.002098161361790493,180,,,,0,,,,0,,,,0,,,,0,,,,0
6
+ erdos_renyi,strong,5.0,983.4175481479481,667.4732611853574,858.9942083852764,450,1359.0257293941556,949.9738778259795,1078.7184593670227,450,0.43858129197079543,0.36127981341712356,0.41719266228331336,450,0.6487822476809095,0.7136324956557001,0.28943928579347916,450,0.1061943071849606,0.1087813636658753,0.05694143532232566,450,0.09963427632915235,0.10815070937291374,0.05633225265412719,450,0.0467456966572065,0.04473382008056482,0.04703580062668135,450,0.014404132950920493,0.0,0.027490838493798908,450,0.7967982122633193,0.6919963359832764,0.33075493221254143,450,0.5426450994279649,0.3830831050872803,0.4687487610621658,450,0.8828356520334879,0.8169741630554199,0.385099389070534,450,0.8657884920223914,0.9752299021741524,0.2647294360492874,450,0.0,0.0,0.0,450,0.0,0.0,0.0,450,193.14675565786715,176.03514260891978,164.37799530118497,450,0.10746787570281635,0.10914227340179589,0.05636268111466762,450
7
+ erdos_renyi,weak,5.0,1281043.8966082365,584611.1264396604,1734502.0147555275,450,1912675.8595686054,806508.976572023,2732717.961516215,450,0.5122842451878036,0.4762302917027669,0.31242023781778044,443,0.6450485749748313,0.7329510950258082,0.2666852328764697,443,0.05959859460062001,0.027152568761080055,0.07801877839077996,450,0.05840506247442794,0.02596179539807245,0.07752208296337644,450,0.04892788800496606,0.022576492283090506,0.07698224825704475,450,0.034451688842113366,0.008745949507919671,0.07151005366548245,450,0.38219839890797935,0.36425721645355225,0.13676964482233436,450,0.15979651610056558,0.11972284317016602,0.12635105580181394,450,0.4031198146608141,0.4001173973083496,0.21092785403552225,450,0.7092648309378462,0.8435660232913942,0.29380413094948976,450,0.0,0.0,0.0,450,0.0,0.0,0.0,450,298.5823036681999,47.60173334837563,420.9423400392406,450,0.060742043205296074,0.028963738668020544,0.07767221829473302,450
8
+ power_law,strong,5.0,220415.51610480377,117099.63993618649,266585.0455426995,450,233302.3101632545,143167.81209928263,264879.6744198935,450,1.3025070447682694,1.257666452778317,0.46517662583245256,450,0.8850619278194967,0.9241614583982379,0.13559485449586453,450,0.07617086129496849,0.030543561572902486,0.08160627804114431,450,0.017795098360294578,0.0006642513816621356,0.0398347104142253,450,0.0011454824344365843,0.0,0.00777663837121805,450,5.678512073404465e-06,0.0,9.852323958578065e-05,450,2.0036695522732204,1.7117884159088135,1.2180125367741241,450,2.09839674949646,1.8083510398864746,1.2215433274934264,450,2.106292542351617,1.7986178398132324,1.2056063706102593,450,0.4111760723899985,0.44986511614293845,0.3515285767993561,450,0.0,0.0,0.0,450,0.0,0.0,0.0,450,348.7877574769916,298.619920359925,274.9104669204987,450,0.08363568708708721,0.03223012618095083,0.08764320755637874,450
9
+ power_law,weak,5.0,51940929.58983699,21398512.527732827,77035168.99894077,450,58022379.7964348,26440960.188942567,81993629.5848169,450,1.230848429466679,1.1741403425812464,0.4353975119852643,450,0.9001729635814116,0.9260328139178342,0.10688132500316559,450,0.042969385749017895,0.026890321024841353,0.043776784887080034,450,0.016739910229298383,0.0084098626455078,0.022360893844334977,450,0.001336777103740742,2.3714448699578883e-06,0.004752781627884938,450,5.4141202497966504e-05,0.0,0.0007369348892713421,450,0.84187791718377,0.6996792554855347,0.4595804907520833,450,0.8774496470557319,0.7790534496307373,0.4986088362289202,450,0.9449197069803874,0.8068850040435791,0.4673059602129186,450,0.30437110744118134,0.27619024064003483,0.204501884216851,450,0.0,0.0,0.0,450,0.0,0.0,0.0,450,635.404585050356,166.94987953439554,977.9052811337922,450,0.03506804461458513,0.02285263883853589,0.039650288557149735,450