| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,128,-2.5069353580474854,-2.332491397857666,,1.3331334590911865,1.3331334590911865,1.3331334590911865,0,0.001037814188748598 | |
| 2,335,-1.6430690288543701,-1.5438438653945923,0.2905750274658203,0.4692671298980713,1.8024005889892578,0.9012002944946289,1,0.45545851392671466 | |
| 3,56,-1.6680124998092651,-1.7700988054275513,0.2094089239835739,0.4942106008529663,2.296611189842224,0.7655370632807413,2,0.34288051212206483 | |
| 4,783,-1.294532060623169,-1.3679227828979492,-0.9348160028457642,0.12073016166687012,2.4173413515090942,0.6043353378772736,3,0.34306707326322794 | |
| 5,746,-1.3447200059890747,-1.4364588260650635,-0.43811947107315063,0.17091810703277588,2.58825945854187,0.517651891708374,4,0.34317732276394963 | |
| 6,391,-1.8438687324523926,-1.7585375308990479,2.229689121246338,0.6700668334960938,3.258326292037964,0.5430543820063273,5,0.3422763701528311 | |
| 7,855,-1.5394926071166992,-1.4462530612945557,-1.4882721900939941,0.3656907081604004,3.6240170001983643,0.5177167143140521,6,0.34419467579573393 | |
| 8,653,-1.5965672731399536,-1.5586225986480713,-0.4222651720046997,0.4227653741836548,4.046782374382019,0.5058477967977524,7,0.34518761886283755 | |
| 9,519,-1.5657638311386108,-1.5364078283309937,-0.24592849612236023,0.391961932182312,4.438744306564331,0.4931938118404812,8,0.34435524558648467 | |
| 10,783,-1.294532060623169,-1.2726702690124512,-1.1671448945999146,0.12073016166687012,4.559474468231201,0.4559474468231201,9,0.34506590897217393 | |
| 11,643,-1.6214606761932373,-1.577874779701233,0.5195668935775757,0.4476587772369385,5.00713324546814,0.4551939314061945,10,0.34434642689302564 | |
| 12,746,-1.3447200059890747,-1.4314796924591064,-0.23082983493804932,0.17091810703277588,5.1780513525009155,0.4315042793750763,11,0.34471118776127696 | |
| 13,995,-1.741145133972168,-1.744015097618103,-0.8335121870040894,0.5673432350158691,5.745394587516785,0.44195342980898344,12,0.3479421278461814 | |
| 14,404,-2.4614202976226807,-2.359523057937622,6.8362016677856445,1.2876183986663818,7.0330129861831665,0.5023580704416547,13,0.348160607740283 | |
| 15,746,-1.3447200059890747,-1.244560956954956,-0.4154510498046875,0.17091810703277588,7.203931093215942,0.4802620728810628,14,0.34608215233311057 | |
| 16,235,-1.346255898475647,-1.7375030517578125,-1.2156060934066772,0.17245399951934814,7.3763850927352905,0.46102406829595566,15,0.3485356089659035 | |
| 17,318,-1.7115352153778076,-1.7976746559143066,-0.9326700568199158,0.5377333164215088,7.914118409156799,0.4655363770092235,16,0.350087383762002 | |
| 18,783,-1.294532060623169,-1.4198553562164307,-0.7240049839019775,0.12073016166687012,8.03484857082367,0.44638047615687054,17,0.3490402423776686 | |
| 19,318,-1.7115352153778076,-1.7034759521484375,-0.4725501537322998,0.5377333164215088,8.572581887245178,0.4511885203813252,18,0.3489411110058427 | |
| 20,746,-1.3447200059890747,-1.4143779277801514,-0.5844051837921143,0.17091810703277588,8.743499994277954,0.4371749997138977,19,0.3459157217293978 | |
| 21,688,-3.1087565422058105,-3.07247257232666,0.6020399928092957,1.9349546432495117,10.678454637527466,0.5084978398822603,20,0.34943551290780306 | |
| 22,423,-1.9737260341644287,-1.8852124214172363,-0.5565589070320129,0.7999241352081299,11.478378772735596,0.5217444896697998,21,0.34824789920821786 | |
| 23,763,-2.778148889541626,-2.8619308471679688,-1.1096047163009644,1.6043469905853271,13.082725763320923,0.5688141636226488,22,0.34557199105620384 | |
| 24,876,-1.6817611455917358,-1.812903881072998,-0.7819554805755615,0.507959246635437,13.59068500995636,0.566278542081515,23,0.3463705531321466 | |
| 25,653,-1.5965672731399536,-1.6319929361343384,-0.2709493637084961,0.4227653741836548,14.013450384140015,0.5605380153656006,24,0.34710191609337926 | |
| 26,88,-1.5379464626312256,-1.4490751028060913,0.09861446917057037,0.36414456367492676,14.377594947814941,0.5529844210698054,25,0.34714735578745604 | |
| 27,202,-2.2270431518554688,-2.2996435165405273,-0.10102576017379761,1.05324125289917,15.430836200714111,0.5715124518783005,26,0.3448989479802549 | |
| 28,27,-1.497848629951477,-1.2567884922027588,0.5897321701049805,0.3240467309951782,15.75488293170929,0.5626743904181889,27,0.344727017916739 | |
| 29,100,-3.4969661235809326,-3.4793851375579834,-0.03653824329376221,2.323164224624634,18.078047156333923,0.6233809364253077,28,0.3426312608644366 | |
| 30,783,-1.294532060623169,-1.1071348190307617,-0.5708277225494385,0.12073016166687012,18.198777318000793,0.6066259106000265,29,0.34374943375587463 | |
| 31,353,-1.795120120048523,-1.6897990703582764,0.5657994747161865,0.6213182210922241,18.820095539093018,0.6070998560997748,30,0.34451927710324526 | |
| 32,399,-2.188486099243164,-2.076569080352783,-0.21620473265647888,1.0146842002868652,19.834779739379883,0.6198368668556213,31,0.34575401106849313 | |
| 33,783,-1.294532060623169,-1.2218139171600342,-0.9357640743255615,0.12073016166687012,19.955509901046753,0.604712421243841,32,0.34505100920796394 | |
| 34,783,-1.294532060623169,-1.5436691045761108,-0.784821629524231,0.12073016166687012,20.076240062713623,0.5904776489033419,33,0.5350970127619803 | |
| 35,855,-1.5394926071166992,-1.5125694274902344,-1.4110418558120728,0.3656907081604004,20.441930770874023,0.584055164882115,34,0.5317453830502927 | |
| 36,783,-1.294532060623169,-1.3485356569290161,-0.9127811193466187,0.12073016166687012,20.562660932540894,0.5711850259039137,35,0.5329902358353138 | |
| 37,746,-1.3447200059890747,-1.4441359043121338,-0.6859961152076721,0.17091810703277588,20.73357903957367,0.5603670010695586,36,0.5325024640187621 | |
| 38,746,-1.3447200059890747,-1.3371195793151855,-0.8678213357925415,0.17091810703277588,20.904497146606445,0.5501183459633275,37,0.5318786329589784 | |
| 39,588,-2.2413792610168457,-2.0556938648223877,-0.05116811394691467,1.0675773620605469,21.972074508666992,0.5633865258632562,38,0.5319607928395271 | |
| 40,783,-1.294532060623169,-1.304013967514038,-0.9686614274978638,0.12073016166687012,22.092804670333862,0.5523201167583466,39,0.5312059507705271 | |
| 41,783,-1.294532060623169,-1.490282654762268,-1.1734362840652466,0.12073016166687012,22.213534832000732,0.5417935324878227,40,0.5306819598190486 | |
| 42,798,-2.4404282569885254,-2.402859687805176,1.8784923553466797,1.2666263580322266,23.48016119003296,0.5590514569055467,41,0.5308560496196151 | |
| 43,313,-1.4906501770019531,-1.4266281127929688,-0.19378218054771423,0.3168482780456543,23.797009468078613,0.5534188248390375,42,0.5305373491719365 | |
| 44,783,-1.294532060623169,-1.2778998613357544,-1.327923059463501,0.12073016166687012,23.917739629745483,0.5435849915851246,43,0.5310581000521779 | |
| 45,32,-1.6512494087219238,-1.7860840559005737,-0.5670769214630127,0.477447509765625,24.39518713951111,0.5421152697669135,44,0.5312116211280227 | |
| 46,746,-1.3447200059890747,-1.2949730157852173,-1.1441590785980225,0.17091810703277588,24.566105246543884,0.5340457662292148,45,0.5332304770126939 | |
| 47,746,-1.3447200059890747,-1.5294628143310547,-0.7261054515838623,0.17091810703277588,24.73702335357666,0.5263196458207801,46,0.5336474389769137 | |
| 48,855,-1.5394926071166992,-1.566711664199829,-0.983006477355957,0.3656907081604004,25.10271406173706,0.5229732096195221,47,0.533703429158777 | |
| 49,783,-1.294532060623169,-1.2305505275726318,-0.4962030351161957,0.12073016166687012,25.22344422340393,0.51476416782457,48,0.5299082072451711 | |
| 50,783,-1.294532060623169,-1.276448130607605,-0.7841137647628784,0.12073016166687012,25.3441743850708,0.506883487701416,49,0.5330533171072602 | |
| 51,255,-1.5076558589935303,-1.511784315109253,-0.2976400852203369,0.33385396003723145,25.678028345108032,0.5034907518648634,50,0.5304014487192035 | |
| 52,783,-1.294532060623169,-1.177868127822876,-1.567972183227539,0.12073016166687012,25.798758506774902,0.4961299712841327,51,0.5299935969524086 | |
| 53,498,-1.8724920749664307,-2.022719621658325,0.7290006279945374,0.6986901760101318,26.497448682785034,0.49995186193934027,52,0.5297844773158431 | |
| 54,783,-1.294532060623169,-1.2950628995895386,-1.0757182836532593,0.12073016166687012,26.618178844451904,0.49292923786022047,53,0.5308363200165331 | |
| 55,746,-1.3447200059890747,-1.3808186054229736,-0.9056902527809143,0.17091810703277588,26.78909695148468,0.4870744900269942,54,0.5295574860647321 | |
| 56,783,-1.294532060623169,-1.1550238132476807,-1.3924016952514648,0.12073016166687012,26.90982711315155,0.4805326270205634,55,0.5297785261645913 | |
| 57,783,-1.294532060623169,-1.3100863695144653,-1.3428306579589844,0.12073016166687012,27.03055727481842,0.4742203030669898,56,0.5293653947301209 | |
| 58,233,-1.1738018989562988,-1.2695233821868896,-0.8796182870864868,0.0,27.03055727481842,0.4660440909451452,57,0.5289958235807717 | |
| 59,783,-1.294532060623169,-1.2808090448379517,-0.47791168093681335,0.12073016166687012,27.15128743648529,0.46019131248280154,58,0.5313606411218643 | |
| 60,783,-1.294532060623169,-1.3659639358520508,-0.7595592737197876,0.12073016166687012,27.27201759815216,0.4545336266358693,59,0.5314671522937715 | |
| 61,746,-1.3447200059890747,-1.4385168552398682,-0.46752920746803284,0.17091810703277588,27.442935705184937,0.44988419188827766,60,0.5307864788919687 | |
| 62,783,-1.294532060623169,-1.4563140869140625,-1.1569736003875732,0.12073016166687012,27.563665866851807,0.4445752559169646,61,0.5305532990023494 | |
| 63,783,-1.294532060623169,-1.2376766204833984,-1.5118675231933594,0.12073016166687012,27.684396028518677,0.4394348575955346,62,0.5306437988765538 | |
| 64,783,-1.294532060623169,-1.2578420639038086,-1.1378849744796753,0.12073016166687012,27.805126190185547,0.43445509672164917,63,0.5298628672026098 | |
| 65,233,-1.1738018989562988,-1.2586767673492432,-0.9864845871925354,0.0,27.805126190185547,0.42777117215670074,64,0.5306784203276038 | |
| 66,783,-1.294532060623169,-1.2348124980926514,-0.7736127972602844,0.12073016166687012,27.925856351852417,0.4231190356341275,65,0.7148295850493014 | |
| 67,186,-1.9099721908569336,-1.7834532260894775,-0.32845020294189453,0.7361702919006348,28.66202664375305,0.4277914424440754,66,0.7139849518425763 | |
| 68,233,-1.1738018989562988,-1.3250216245651245,-0.8064129948616028,0.0,28.66202664375305,0.42150039181989785,67,0.7136600413359702 | |
| 69,855,-1.5394926071166992,-1.5594100952148438,-1.204845905303955,0.3656907081604004,29.027717351913452,0.42069155582483264,68,0.7135439612902701 | |
| 70,233,-1.1738018989562988,-1.1557507514953613,-1.2164909839630127,0.0,29.027717351913452,0.4146816764559065,69,0.7144424240104854 | |
| 71,783,-1.294532060623169,-1.41514253616333,-1.4597644805908203,0.12073016166687012,29.148447513580322,0.4105415142757792,70,0.7156473072245717 | |
| 72,233,-1.1738018989562988,-1.2405835390090942,-0.8856456875801086,0.0,29.148447513580322,0.4048395487997267,71,0.7149776755832136 | |
| 73,783,-1.294532060623169,-1.2774484157562256,-1.4299969673156738,0.12073016166687012,29.269177675247192,0.40094763938694783,72,0.7159655592404306 | |
| 74,783,-1.294532060623169,-1.4626811742782593,-1.228212833404541,0.12073016166687012,29.389907836914062,0.3971609167150549,73,0.7154136374592781 | |
| 75,746,-1.3447200059890747,-1.228513240814209,-0.4693968892097473,0.17091810703277588,29.56082594394684,0.3941443459192912,74,0.714492323808372 | |
| 76,746,-1.3447200059890747,-1.205780029296875,-0.4553552269935608,0.17091810703277588,29.731744050979614,0.39120715856552124,75,0.7164890500716865 | |
| 77,783,-1.294532060623169,-1.0998122692108154,-1.2543660402297974,0.12073016166687012,29.852474212646484,0.3876944702941102,76,0.7187668080441654 | |
| 78,233,-1.1738018989562988,-1.2052505016326904,-0.7692350149154663,0.0,29.852474212646484,0.3827240283672626,77,0.716018739156425 | |
| 79,233,-1.1738018989562988,-1.1437584161758423,-0.8762457966804504,0.0,29.852474212646484,0.3778794204132466,78,0.716940791811794 | |
| 80,233,-1.1738018989562988,-1.3031678199768066,-0.985390841960907,0.0,29.852474212646484,0.37315592765808103,79,0.7141461931169033 | |
| 81,783,-1.294532060623169,-1.2652952671051025,-1.3217976093292236,0.12073016166687012,29.973204374313354,0.3700395601767081,80,0.7141023627482355 | |
| 82,746,-1.3447200059890747,-1.3420590162277222,-0.6476853489875793,0.17091810703277588,30.14412248134613,0.3676112497725138,81,0.7193173486739397 | |
| 83,233,-1.1738018989562988,-1.1054444313049316,-0.6114982962608337,0.0,30.14412248134613,0.3631821985704353,82,0.7156239976175129 | |
| 84,84,-1.6573584079742432,-1.7543977499008179,-0.006479442119598389,0.48355650901794434,30.627678990364075,0.3646152260757628,83,0.7201581518165767 | |
| 85,746,-1.3447200059890747,-1.422206163406372,-0.48445072770118713,0.17091810703277588,30.79859709739685,0.36233643643996294,84,0.7199253109283745 | |
| 86,185,-1.6897600889205933,-1.704700231552124,-1.003189206123352,0.5159581899642944,31.314555287361145,0.3641227358995482,85,0.7190438583493233 | |
| 87,746,-1.3447200059890747,-1.1860458850860596,-0.4546648859977722,0.17091810703277588,31.48547339439392,0.3619019930390106,86,0.7187951179221272 | |
| 88,746,-1.3447200059890747,-1.2699646949768066,-0.41313886642456055,0.17091810703277588,31.656391501426697,0.3597317216071216,87,0.7190313981845975 | |
| 89,783,-1.294532060623169,-1.4285684823989868,-0.9069565534591675,0.12073016166687012,31.777121663093567,0.357046310821276,88,0.717817491851747 | |
| 90,783,-1.294532060623169,-1.3210065364837646,-1.1118335723876953,0.12073016166687012,31.897851824760437,0.35442057583067155,89,0.7183985798619688 | |
| 91,783,-1.294532060623169,-1.2908047437667847,-1.4002853631973267,0.12073016166687012,32.01858198642731,0.351852549301399,90,0.7193816341459751 | |
| 92,359,-1.6842641830444336,-1.6235363483428955,-0.6533442139625549,0.5104622840881348,32.52904427051544,0.35357656815777655,91,0.7175667081028223 | |
| 93,783,-1.294532060623169,-1.4900944232940674,-0.871998131275177,0.12073016166687012,32.64977443218231,0.35107284335679906,92,0.7182176690548658 | |
| 94,202,-2.2270431518554688,-2.2547335624694824,0.024316757917404175,1.05324125289917,33.70301568508148,0.3585427200540583,93,0.7172416863031685 | |
| 95,233,-1.1738018989562988,-1.188673496246338,-1.0145823955535889,0.0,33.70301568508148,0.35476858615875245,94,0.7192528923042119 | |
| 96,462,-1.7075631618499756,-1.7321404218673706,-0.8923972845077515,0.5337612628936768,34.23677694797516,0.35663309320807457,95,0.7175989174284041 | |
| 97,783,-1.294532060623169,-1.2589013576507568,-1.1796531677246094,0.12073016166687012,34.35750710964203,0.3542011042231137,96,0.7192750028334558 | |
| 98,233,-1.1738018989562988,-1.095023274421692,-0.7510500550270081,0.0,34.35750710964203,0.3505868072412452,97,0.9083193480037153 | |
| 99,462,-1.7075631618499756,-1.6274385452270508,-0.824738621711731,0.5337612628936768,34.891268372535706,0.35243705426803745,98,0.9045948060229421 | |
| 100,653,-1.5965672731399536,-1.4790514707565308,-0.7704533934593201,0.4227653741836548,35.31403374671936,0.3531403374671936,99,0.9044525851495564 | |
| 101,622,-1.7023154497146606,-1.8020895719528198,-0.5003610849380493,0.5285135507583618,35.84254729747772,0.35487670591562104,100,0.904577724635601 | |
| 102,233,-1.1738018989562988,-1.4729108810424805,-1.4556984901428223,0.0,35.84254729747772,0.3513975225242914,101,0.9051637472584844 | |
| 103,643,-1.6214606761932373,-1.6205554008483887,-0.0784267783164978,0.4476587772369385,36.29020607471466,0.3523320978127637,102,0.9057787000201643 | |
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