| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,255,-1.5076558589935303,-1.5499272346496582,,0.33385396003723145,0.33385396003723145,0.33385396003723145,0,0.0010051927529275417 | |
| 2,374,-1.98416006565094,-1.961145043373108,-0.27971088886260986,0.8103581666946411,1.1442121267318726,0.5721060633659363,1,0.3535981150344014 | |
| 3,509,-2.3912460803985596,-2.3850107192993164,2.66030216217041,1.2174441814422607,2.3616563081741333,0.7872187693913778,2,0.3499613027088344 | |
| 4,235,-1.346255898475647,-1.0691494941711426,0.06639742851257324,0.17245399951934814,2.5341103076934814,0.6335275769233704,3,0.3468239428475499 | |
| 5,746,-1.3447200059890747,-1.3891420364379883,0.36473971605300903,0.17091810703277588,2.7050284147262573,0.5410056829452514,4,0.3481092266738415 | |
| 6,746,-1.3447200059890747,-1.3795541524887085,-0.7081881761550903,0.17091810703277588,2.875946521759033,0.4793244202931722,5,0.34658492309972644 | |
| 7,84,-1.6573584079742432,-1.712838888168335,0.041628509759902954,0.48355650901794434,3.3595030307769775,0.4799290043967111,6,0.3474076660349965 | |
| 8,815,-2.20926570892334,-2.2831592559814453,3.1431386470794678,1.035463809967041,4.3949668407440186,0.5493708550930023,7,0.34740763576701283 | |
| 9,783,-1.294532060623169,-1.2949751615524292,-0.3146551847457886,0.12073016166687012,4.515697002410889,0.5017441113789877,8,0.34651920292526484 | |
| 10,596,-1.7911038398742676,-1.8391764163970947,-0.570818305015564,0.6173019409179688,5.132998943328857,0.5132998943328857,9,0.3475572760216892 | |
| 11,27,-1.497848629951477,-1.4263036251068115,-0.05301264673471451,0.3240467309951782,5.457045674324036,0.49609506130218506,10,0.34855423914268613 | |
| 12,783,-1.294532060623169,-1.258545994758606,-1.0834163427352905,0.12073016166687012,5.577775835990906,0.46481465299924213,11,0.3491868511773646 | |
| 13,783,-1.294532060623169,-1.518613576889038,-0.19742152094841003,0.12073016166687012,5.698505997657776,0.4383466152044443,12,0.34906679997220635 | |
| 14,746,-1.3447200059890747,-1.3389997482299805,-0.4924691319465637,0.17091810703277588,5.869424104690552,0.419244578906468,13,0.34751364635303617 | |
| 15,783,-1.294532060623169,-1.1568297147750854,-0.5176493525505066,0.12073016166687012,5.990154266357422,0.3993436177571615,14,0.3470994238741696 | |
| 16,746,-1.3447200059890747,-1.2402875423431396,0.5866838693618774,0.17091810703277588,6.161072373390198,0.38506702333688736,15,0.3462806809693575 | |
| 17,746,-1.3447200059890747,-1.3350317478179932,-0.7345179319381714,0.17091810703277588,6.331990480422974,0.37247002826017495,16,0.3465186031535268 | |
| 18,688,-3.1087565422058105,-3.0597023963928223,5.45589017868042,1.9349546432495117,8.266945123672485,0.45927472909291583,17,0.3478029570542276 | |
| 19,268,-2.216033697128296,-1.9022395610809326,0.2704731225967407,1.042231798171997,9.309176921844482,0.48995668009707805,18,0.346948164049536 | |
| 20,797,-1.9426295757293701,-1.8194358348846436,2.430142879486084,0.7688276767730713,10.078004598617554,0.5039002299308777,19,0.34830517787486315 | |
| 21,763,-2.778148889541626,-2.786698579788208,-0.0005681663751602173,1.6043469905853271,11.68235158920288,0.5563024566287086,20,0.353027761913836 | |
| 22,304,-1.6300368309020996,-1.5518534183502197,0.6265953779220581,0.4562349319458008,12.138586521148682,0.5517539327794855,21,0.3471375051885843 | |
| 23,688,-3.1087565422058105,-2.9855287075042725,1.3483206033706665,1.9349546432495117,14.073541164398193,0.6118930941042693,22,0.34670973382890224 | |
| 24,783,-1.294532060623169,-1.2503128051757812,-1.3173158168792725,0.12073016166687012,14.194271326065063,0.5914279719193777,23,0.3466601730324328 | |
| 25,645,-1.7294106483459473,-1.827856183052063,1.5628654956817627,0.5556087493896484,14.749880075454712,0.5899952030181885,24,0.34727918496355414 | |
| 26,331,-3.028745174407959,-2.997675657272339,0.21628370881080627,1.8549432754516602,16.604823350906372,0.6386470519579374,25,0.34671862283721566 | |
| 27,456,-1.729880928993225,-1.7402496337890625,0.04033154249191284,0.5560790300369263,17.1609023809433,0.635588977071974,26,0.3460946106351912 | |
| 28,914,-1.9247854948043823,-1.9329049587249756,1.2068840265274048,0.7509835958480835,17.911885976791382,0.6397102134568351,27,0.3472852539271116 | |
| 29,876,-1.6817611455917358,-1.543494701385498,-1.1718428134918213,0.507959246635437,18.41984522342682,0.6351670766698903,28,0.3477803058922291 | |
| 30,742,-3.086747169494629,-3.0077009201049805,2.3736982345581055,1.91294527053833,20.33279049396515,0.6777596831321716,29,0.34602596098557115 | |
| 31,356,-2.9346609115600586,-2.8237600326538086,1.4962971210479736,1.7608590126037598,22.09364950656891,0.7126983711796422,30,0.34648110205307603 | |
| 32,783,-1.294532060623169,-1.2637825012207031,-1.4490619897842407,0.12073016166687012,22.21437966823578,0.6941993646323681,31,0.34570561023429036 | |
| 33,746,-1.3447200059890747,-1.416539192199707,-0.7893730401992798,0.17091810703277588,22.385297775268555,0.6783423568263198,32,0.34583484986796975 | |
| 34,113,-1.9384716749191284,-1.6303272247314453,-1.0012836456298828,0.7646697759628296,23.149967551231384,0.6808813985656289,33,0.5349691524170339 | |
| 35,567,-2.2130274772644043,-2.4710774421691895,2.047427177429199,1.0392255783081055,24.18919312953949,0.6911198037011282,34,0.5340338279493153 | |
| 36,99,-1.8771995306015015,-1.9882633686065674,-0.7035940885543823,0.7033976316452026,24.892590761184692,0.6914608544773526,35,0.5310440394096076 | |
| 37,915,-2.125979423522949,-2.196120023727417,1.1740355491638184,0.9521775245666504,25.844768285751343,0.6985072509662525,36,0.5293873641639948 | |
| 38,233,-1.1738018989562988,-1.3445988893508911,-0.787251889705658,0.0,25.844768285751343,0.6801254812039828,37,0.5300017260015011 | |
| 39,170,-1.9341511726379395,-2.1310784816741943,-0.3563680648803711,0.7603492736816406,26.605117559432983,0.6821825015239227,38,0.5289354221895337 | |
| 40,359,-1.6842641830444336,-1.5553618669509888,-1.7451876401901245,0.5104622840881348,27.115579843521118,0.677889496088028,39,0.5302200759761035 | |
| 41,746,-1.3447200059890747,-1.293134331703186,0.07144075632095337,0.17091810703277588,27.286497950553894,0.665524340257412,40,0.5284200310707092 | |
| 42,783,-1.294532060623169,-1.22129225730896,-1.138047695159912,0.12073016166687012,27.407228112220764,0.6525530502909705,41,0.53070999821648 | |
| 43,991,-1.8037713766098022,-1.565530776977539,1.4597342014312744,0.6299694776535034,28.037197589874268,0.6520278509273085,42,0.5309842489659786 | |
| 44,783,-1.294532060623169,-1.3317959308624268,-0.8012136816978455,0.12073016166687012,28.157927751541138,0.6399529034441168,43,0.5290682129561901 | |
| 45,462,-1.7075631618499756,-1.725536584854126,-0.11344471573829651,0.5337612628936768,28.691689014434814,0.6375930892096625,44,0.5289636221714318 | |
| 46,783,-1.294532060623169,-1.254889965057373,-0.9357349276542664,0.12073016166687012,28.812419176101685,0.6263569386109061,45,0.5295128142461181 | |
| 47,99,-1.8771995306015015,-1.6106672286987305,-0.9898677468299866,0.7033976316452026,29.515816807746887,0.6279961022924869,46,0.5308271483518183 | |
| 48,783,-1.294532060623169,-1.2756290435791016,-0.8939909934997559,0.12073016166687012,29.636546969413757,0.6174280618627866,47,0.5313195390626788 | |
| 49,793,-2.3005876541137695,-2.257755994796753,2.025952100753784,1.1267857551574707,30.763332724571228,0.6278231168279842,48,0.5298234550282359 | |
| 50,838,-1.7284941673278809,-1.7757439613342285,-0.0004566758871078491,0.554692268371582,31.31802499294281,0.6263604998588562,49,0.5308772688731551 | |
| 51,876,-1.6817611455917358,-1.4525508880615234,-0.42293068766593933,0.507959246635437,31.825984239578247,0.624038906658397,50,0.5299316761083901 | |
| 52,374,-1.98416006565094,-1.9636638164520264,-0.2493106722831726,0.8103581666946411,32.63634240627289,0.6276219693514017,51,0.5293278442695737 | |
| 53,274,-1.4444193840026855,-1.4530586004257202,-0.5955755710601807,0.2706174850463867,32.906959891319275,0.6208860356852693,52,0.5289499219506979 | |
| 54,235,-1.346255898475647,-1.334726333618164,-0.5481961965560913,0.17245399951934814,33.07941389083862,0.6125817387192337,53,0.5300976261496544 | |
| 55,746,-1.3447200059890747,-1.5988669395446777,-0.6661232113838196,0.17091810703277588,33.2503319978714,0.6045514908703891,54,0.5285367812030017 | |
| 56,783,-1.294532060623169,-1.3517645597457886,-1.4509297609329224,0.12073016166687012,33.37106215953827,0.5959118242774691,55,0.5283476202748716 | |
| 57,746,-1.3447200059890747,-1.4431891441345215,-0.8846170902252197,0.17091810703277588,33.541980266571045,0.5884557941503692,56,0.5279448688961565 | |
| 58,653,-1.5965672731399536,-1.5091073513031006,-0.9127780795097351,0.4227653741836548,33.9647456407547,0.5855990627716328,57,0.5284355808980763 | |
| 59,783,-1.294532060623169,-1.2610563039779663,-0.45779895782470703,0.12073016166687012,34.08547580242157,0.5777199288546029,58,0.5306761977262795 | |
| 60,233,-1.1738018989562988,-1.171078085899353,-0.8180105686187744,0.0,34.08547580242157,0.5680912633736929,59,0.5288623818196356 | |
| 61,783,-1.294532060623169,-1.4537625312805176,-1.039444088935852,0.12073016166687012,34.20620596408844,0.5607574748211219,60,0.5291414530947804 | |
| 62,926,-2.124026298522949,-2.1157546043395996,2.9317638874053955,0.9502243995666504,35.15643036365509,0.5670391994137918,61,0.5319433719851077 | |
| 63,484,-1.5682933330535889,-1.4530494213104248,-0.8532278537750244,0.39449143409729004,35.55092179775238,0.5643003459960695,62,0.5307979779317975 | |
| 64,783,-1.294532060623169,-1.2202361822128296,-0.6376972198486328,0.12073016166687012,35.67165195941925,0.5573695618659258,63,0.5282935807481408 | |
| 65,855,-1.5394926071166992,-1.4919852018356323,-0.4002777934074402,0.3656907081604004,36.03734266757965,0.5544206564243023,64,0.5289026517421007 | |
| 66,456,-1.729880928993225,-1.797417402267456,-0.10158956050872803,0.5560790300369263,36.59342169761658,0.5544457832972208,65,0.7152745751664042 | |
| 67,783,-1.294532060623169,-1.3741339445114136,-0.7025383710861206,0.12073016166687012,36.71415185928345,0.5479724158102007,66,0.7140192110091448 | |
| 68,484,-1.5682933330535889,-1.8900750875473022,-0.8362442255020142,0.39449143409729004,37.10864329338074,0.5457153425497168,67,0.7144802119582891 | |
| 69,783,-1.294532060623169,-1.4455344676971436,-1.4627915620803833,0.12073016166687012,37.22937345504761,0.5395561370296754,68,0.7132423180155456 | |
| 70,899,-1.3499534130096436,-1.2127512693405151,-0.7425235509872437,0.17615151405334473,37.40552496910095,0.5343646424157279,69,0.7150794039480388 | |
| 71,419,-1.4512594938278198,-1.3746756315231323,-1.0557215213775635,0.277457594871521,37.68298256397247,0.530746233295387,70,0.7134535992518067 | |
| 72,746,-1.3447200059890747,-1.2726733684539795,-1.1140938997268677,0.17091810703277588,37.85390067100525,0.5257486204306284,71,0.7127712261863053 | |
| 73,783,-1.294532060623169,-1.219559669494629,-0.8786768913269043,0.12073016166687012,37.97463083267212,0.5202004223653715,72,0.7128288568928838 | |
| 74,488,-1.5257058143615723,-1.4983543157577515,-0.8312278389930725,0.35190391540527344,38.32653474807739,0.517926145244289,73,0.7127063167281449 | |
| 75,783,-1.294532060623169,-1.279524803161621,-1.6000553369522095,0.12073016166687012,38.44726490974426,0.5126301987965902,74,0.7120938040316105 | |
| 76,235,-1.346255898475647,-1.4500515460968018,0.10677027702331543,0.17245399951934814,38.61971890926361,0.5081541961745212,75,0.7132424879819155 | |
| 77,790,-1.4760892391204834,-1.3839383125305176,-0.9965032935142517,0.30228734016418457,38.922006249427795,0.5054806006419195,76,0.7133470783010125 | |
| 78,783,-1.294532060623169,-1.0881083011627197,-1.1487282514572144,0.12073016166687012,39.042736411094666,0.5005479027063419,77,0.7183852838352323 | |
| 79,746,-1.3447200059890747,-1.0829799175262451,-0.9625598192214966,0.17091810703277588,39.21365451812744,0.4963753736471828,78,0.716615438926965 | |
| 80,172,-1.8790347576141357,-2.0055668354034424,-0.7717251777648926,0.7052328586578369,39.91888737678528,0.498986092209816,79,0.719835557974875 | |
| 81,746,-1.3447200059890747,-1.1339130401611328,-1.3144221305847168,0.17091810703277588,40.089805483818054,0.49493587017059326,80,0.7248098249547184 | |
| 82,783,-1.294532060623169,-1.2491778135299683,-1.2359768152236938,0.12073016166687012,40.210535645484924,0.4903723859205479,81,0.7284029959701002 | |
| 83,653,-1.5965672731399536,-1.5077924728393555,-1.1423685550689697,0.4227653741836548,40.63330101966858,0.4895578436104648,82,0.7248990251682699 | |
| 84,746,-1.3447200059890747,-1.3585114479064941,-0.9617977142333984,0.17091810703277588,40.804219126701355,0.4857645134131114,83,0.7264505890198052 | |
| 85,746,-1.3447200059890747,-1.5205813646316528,-1.225202202796936,0.17091810703277588,40.97513723373413,0.48206043804393095,84,0.726987652014941 | |
| 86,622,-1.7023154497146606,-1.8228139877319336,0.5847299098968506,0.5285135507583618,41.50365078449249,0.48260059051735454,85,0.722387517336756 | |
| 87,783,-1.294532060623169,-1.303837776184082,-1.3373173475265503,0.12073016166687012,41.62438094615936,0.47844116030068234,86,0.7216764949262142 | |
| 88,783,-1.294532060623169,-1.382171392440796,-0.8185485005378723,0.12073016166687012,41.74511110782623,0.47437626258893445,87,0.7214968837797642 | |
| 89,202,-2.2270431518554688,-2.2121222019195557,-0.45123839378356934,1.05324125289917,42.7983523607254,0.4808803636036562,88,0.7229928583838046 | |
| 90,413,-1.8064074516296387,-1.7225271463394165,-0.03413061797618866,0.6326055526733398,43.43095791339874,0.4825661990377638,89,0.7230807989835739 | |
| 91,746,-1.3447200059890747,-1.4762181043624878,-0.560003399848938,0.17091810703277588,43.60187602043152,0.4791414947300167,90,0.7269025300629437 | |
| 92,746,-1.3447200059890747,-1.428397536277771,-1.141549825668335,0.17091810703277588,43.772794127464294,0.47579124051591626,91,0.7283019851893187 | |
| 93,746,-1.3447200059890747,-1.3405797481536865,-1.1891403198242188,0.17091810703277588,43.94371223449707,0.4725130347795384,92,0.7282460150308907 | |
| 94,233,-1.1738018989562988,-1.19856858253479,-0.7812271118164062,0.0,43.94371223449707,0.4674863003669901,93,0.7298025800846517 | |
| 95,233,-1.1738018989562988,-1.2978631258010864,-0.6675452589988708,0.0,43.94371223449707,0.4625653919420744,94,0.7281341943889856 | |
| 96,746,-1.3447200059890747,-1.3419437408447266,-0.8820781707763672,0.17091810703277588,44.114630341529846,0.4595273993909359,95,0.7224132372066379 | |
| 97,746,-1.3447200059890747,-1.0905508995056152,-0.707984209060669,0.17091810703277588,44.28554844856262,0.45655204586147036,96,0.7169426898472011 | |
| 98,783,-1.294532060623169,-1.2657729387283325,-1.0847243070602417,0.12073016166687012,44.40627861022949,0.4531252919411173,97,0.9030110412277281 | |
| 99,456,-1.729880928993225,-1.8778455257415771,-0.6574251055717468,0.5560790300369263,44.96235764026642,0.4541652286895598,98,0.9007565840147436 | |
| 100,749,-1.6226110458374023,-1.6401686668395996,-0.14241763949394226,0.4488091468811035,45.41116678714752,0.4541116678714752,99,0.9020229680463672 | |
| 101,882,-1.9406793117523193,-1.7603012323379517,-0.8964107632637024,0.7668774127960205,46.17804419994354,0.4572083584152826,100,0.902316577732563 | |
| 102,783,-1.294532060623169,-1.3661372661590576,-1.0433954000473022,0.12073016166687012,46.29877436161041,0.45390955256480797,101,0.9037418342195451 | |
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