| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,107,-2.6469156742095947,-2.598828077316284,,1.473113775253296,1.473113775253296,1.473113775253296,0,0.0010315529070794582 | |
| 2,419,-1.4512594938278198,-1.3430140018463135,-0.068084716796875,0.277457594871521,1.750571370124817,0.8752856850624084,1,0.3510302482172847 | |
| 3,84,-1.6573584079742432,-1.6208361387252808,-0.8502689599990845,0.48355650901794434,2.2341278791427612,0.744709293047587,2,0.3447384377941489 | |
| 4,783,-1.294532060623169,-1.3636040687561035,-0.32167166471481323,0.12073016166687012,2.3548580408096313,0.5887145102024078,3,0.34393421607092023 | |
| 5,783,-1.294532060623169,-1.2581535577774048,-1.219520092010498,0.12073016166687012,2.4755882024765015,0.49511764049530027,4,0.3440119461156428 | |
| 6,783,-1.294532060623169,-1.1584374904632568,-0.2757090926170349,0.12073016166687012,2.5963183641433716,0.4327197273572286,5,0.34397111600264907 | |
| 7,763,-2.778148889541626,-2.6822304725646973,-0.08515830338001251,1.6043469905853271,4.200665354728699,0.6000950506755284,6,0.3443537759594619 | |
| 8,930,-3.049149751663208,-3.0881595611572266,2.642587184906006,1.8753478527069092,6.076013207435608,0.759501650929451,7,0.34507889905944467 | |
| 9,419,-1.4512594938278198,-1.5041453838348389,-0.2918781638145447,0.277457594871521,6.353470802307129,0.7059412002563477,8,0.34361740481108427 | |
| 10,419,-1.4512594938278198,-1.372886300086975,-0.573473334312439,0.277457594871521,6.63092839717865,0.663092839717865,9,0.3481203792616725 | |
| 11,99,-1.8771995306015015,-1.8691905736923218,-0.3694891631603241,0.7033976316452026,7.3343260288238525,0.6667569117112593,10,0.34682149393483996 | |
| 12,783,-1.294532060623169,-1.3532887697219849,-0.31598958373069763,0.12073016166687012,7.455056190490723,0.6212546825408936,11,0.3464261428453028 | |
| 13,838,-1.7284941673278809,-1.752272129058838,-1.1130080223083496,0.554692268371582,8.009748458862305,0.6161344968355619,12,0.34772545704618096 | |
| 14,202,-2.2270431518554688,-2.2379393577575684,0.03283393383026123,1.05324125289917,9.062989711761475,0.6473564079829625,13,0.34879259020090103 | |
| 15,99,-1.8771995306015015,-2.0345253944396973,-0.547339916229248,0.7033976316452026,9.766387343406677,0.6510924895604452,14,0.3465812439098954 | |
| 16,746,-1.3447200059890747,-1.314861536026001,-0.5127578973770142,0.17091810703277588,9.937305450439453,0.6210815906524658,15,0.3489453112706542 | |
| 17,99,-1.8771995306015015,-2.055554151535034,-0.7330015897750854,0.7033976316452026,10.640703082084656,0.6259237107108621,16,0.3481813478283584 | |
| 18,862,-3.0930590629577637,-3.2165584564208984,0.9976599812507629,1.9192571640014648,12.55996024608612,0.6977755692270067,17,0.34667453402653337 | |
| 19,630,-1.9752129316329956,-1.8888444900512695,0.2014939785003662,0.8014110326766968,13.361371278762817,0.7032300673033062,18,0.3473107856698334 | |
| 20,783,-1.294532060623169,-1.3476312160491943,-0.5960899591445923,0.12073016166687012,13.482101440429688,0.6741050720214844,19,0.3482894888147712 | |
| 21,923,-1.5831187963485718,-1.6790279150009155,0.11384440213441849,0.40931689739227295,13.89141833782196,0.6614961113248553,20,0.347215386107564 | |
| 22,783,-1.294532060623169,-1.369443416595459,-1.6371922492980957,0.12073016166687012,14.01214849948883,0.636915840885856,21,0.3467929339967668 | |
| 23,900,-2.6373586654663086,-2.719686985015869,0.9578028917312622,1.4635567665100098,15.47570526599884,0.6728567506956018,22,0.34764179727062583 | |
| 24,456,-1.729880928993225,-1.7746555805206299,-1.0991626977920532,0.5560790300369263,16.031784296035767,0.6679910123348236,23,0.3522482211701572 | |
| 25,197,-1.8384658098220825,-1.8185583353042603,-0.6601511240005493,0.6646639108657837,16.69644820690155,0.667857928276062,24,0.3474597162567079 | |
| 26,456,-1.729880928993225,-1.5708346366882324,-0.647120475769043,0.5560790300369263,17.252527236938477,0.6635587398822491,25,0.34788287803530693 | |
| 27,783,-1.294532060623169,-1.2152748107910156,-0.6219617128372192,0.12073016166687012,17.373257398605347,0.643453977726124,26,0.34780072793364525 | |
| 28,233,-1.1738018989562988,-1.1479454040527344,-1.0580016374588013,0.0,17.373257398605347,0.6204734785216195,27,0.34894175129011273 | |
| 29,783,-1.294532060623169,-1.3293673992156982,-0.36683833599090576,0.12073016166687012,17.493987560272217,0.6032409503542143,28,0.3464714530855417 | |
| 30,238,-2.2873027324676514,-2.1659257411956787,0.7457183003425598,1.1135008335113525,18.60748839378357,0.6202496131261189,29,0.3493719529360533 | |
| 31,419,-1.4512594938278198,-1.5632193088531494,-1.1398348808288574,0.277457594871521,18.88494598865509,0.609191806085648,30,0.3464912730269134 | |
| 32,783,-1.294532060623169,-1.4260488748550415,-0.9992774724960327,0.12073016166687012,19.00567615032196,0.5939273796975613,31,0.35296248411759734 | |
| 33,524,-2.2361507415771484,-2.231365442276001,0.23247551918029785,1.0623488426208496,20.06802499294281,0.6081219694831155,32,0.3441186659038067 | |
| 34,736,-2.217952251434326,-2.2012486457824707,2.234665632247925,1.0441503524780273,21.112175345420837,0.6209463336888481,33,0.5356175750494003 | |
| 35,235,-1.346255898475647,-1.3783625364303589,-0.36440324783325195,0.17245399951934814,21.284629344940186,0.608132266998291,34,0.5349677819758654 | |
| 36,746,-1.3447200059890747,-1.2439783811569214,-0.16625270247459412,0.17091810703277588,21.45554745197296,0.5959874292214712,35,0.5357358860783279 | |
| 37,235,-1.346255898475647,-1.2541165351867676,0.08056110143661499,0.17245399951934814,21.62800145149231,0.5845405797700625,36,0.5340045490302145 | |
| 38,419,-1.4512594938278198,-1.6270861625671387,-0.36039015650749207,0.277457594871521,21.90545904636383,0.5764594485885218,37,0.533801899291575 | |
| 39,783,-1.294532060623169,-1.1797339916229248,-1.1431925296783447,0.12073016166687012,22.0261892080307,0.5647740822571975,38,0.5329587357118726 | |
| 40,746,-1.3447200059890747,-1.625363826751709,-0.9186722040176392,0.17091810703277588,22.197107315063477,0.5549276828765869,39,0.5353716039098799 | |
| 41,746,-1.3447200059890747,-1.4103858470916748,-0.6008299589157104,0.17091810703277588,22.368025422096252,0.5455615956608842,40,0.535636814776808 | |
| 42,783,-1.294532060623169,-1.479832410812378,-0.610601544380188,0.12073016166687012,22.488755583763123,0.5354465615181696,41,0.5340820699930191 | |
| 43,746,-1.3447200059890747,-1.4209575653076172,-0.9889776706695557,0.17091810703277588,22.6596736907959,0.5269691555999046,42,0.5338728590868413 | |
| 44,783,-1.294532060623169,-1.1187660694122314,-0.2015201449394226,0.12073016166687012,22.78040385246277,0.5177364511923357,43,0.5339284390211105 | |
| 45,359,-1.6842641830444336,-1.833985447883606,-0.7148946523666382,0.5104622840881348,23.290866136550903,0.5175748030344646,44,0.5338417990133166 | |
| 46,783,-1.294532060623169,-1.3516733646392822,-1.1507558822631836,0.12073016166687012,23.411596298217773,0.5089477456134298,45,0.5337227690033615 | |
| 47,783,-1.294532060623169,-1.30935800075531,-0.20920884609222412,0.12073016166687012,23.532326459884644,0.5006877970188222,46,0.5331235071644187 | |
| 48,855,-1.5394926071166992,-1.5506443977355957,-0.6993040442466736,0.3656907081604004,23.898017168045044,0.4978753576676051,47,0.5333311967551708 | |
| 49,783,-1.294532060623169,-1.3509619235992432,-1.1470746994018555,0.12073016166687012,24.018747329711914,0.4901785169328962,48,0.5348326521925628 | |
| 50,799,-1.6898373365402222,-1.5756200551986694,-0.35838454961776733,0.5160354375839233,24.534782767295837,0.49069565534591675,49,0.5340845501050353 | |
| 51,783,-1.294532060623169,-1.199305772781372,-1.1692969799041748,0.12073016166687012,24.655512928962708,0.48344142997966094,50,0.5353787238709629 | |
| 52,746,-1.3447200059890747,-1.3471193313598633,-1.2267234325408936,0.17091810703277588,24.826431035995483,0.4774313660768362,51,0.5323319351300597 | |
| 53,746,-1.3447200059890747,-1.3864129781723022,-0.5903254747390747,0.17091810703277588,24.99734914302826,0.47164809703826904,52,0.5298501560464501 | |
| 54,170,-1.9341511726379395,-2.1808829307556152,0.09787507355213165,0.7603492736816406,25.7576984167099,0.4769944151242574,53,0.530405858065933 | |
| 55,783,-1.294532060623169,-1.3120853900909424,-1.2348217964172363,0.12073016166687012,25.87842857837677,0.470516883243214,54,0.5286285625770688 | |
| 56,922,-1.9252229928970337,-1.7889124155044556,-0.6471468210220337,0.7514210939407349,26.629849672317505,0.4755330298628126,55,0.5299041769467294 | |
| 57,375,-1.8283138275146484,-1.7692166566848755,-0.5782573223114014,0.6545119285583496,27.284361600875854,0.47867301054168165,56,0.5355117139406502 | |
| 58,455,-1.6854034662246704,-1.619321346282959,-0.771095871925354,0.5116015672683716,27.795963168144226,0.47924074427834873,57,0.5310968407429755 | |
| 59,783,-1.294532060623169,-1.2067468166351318,-1.3405444622039795,0.12073016166687012,27.916693329811096,0.4731642937256118,58,0.5310705699957907 | |
| 60,419,-1.4512594938278198,-1.3456170558929443,-1.4389667510986328,0.277457594871521,28.194150924682617,0.46990251541137695,59,0.52974474709481 | |
| 61,746,-1.3447200059890747,-1.3873510360717773,-0.12208500504493713,0.17091810703277588,28.365069031715393,0.4650011316674655,60,0.530149697791785 | |
| 62,746,-1.3447200059890747,-1.3698700666427612,-0.4064129889011383,0.17091810703277588,28.53598713874817,0.46025785707658334,61,0.529171974863857 | |
| 63,783,-1.294532060623169,-1.1611120700836182,-0.656046986579895,0.12073016166687012,28.65671730041504,0.4548685285780165,62,0.5285715530626476 | |
| 64,876,-1.6817611455917358,-1.6805330514907837,-0.17451173067092896,0.507959246635437,29.164676547050476,0.4556980710476637,63,0.5302744382061064 | |
| 65,746,-1.3447200059890747,-1.1714966297149658,-1.3475074768066406,0.17091810703277588,29.335594654083252,0.45131684083205004,64,0.5295471558347344 | |
| 66,419,-1.4512594938278198,-1.5601438283920288,-1.4387202262878418,0.277457594871521,29.613052248954773,0.44868260983264807,65,0.7162519400008023 | |
| 67,783,-1.294532060623169,-1.2120052576065063,-1.0730654001235962,0.12073016166687012,29.733782410621643,0.44378779717345734,66,0.7155969571322203 | |
| 68,783,-1.294532060623169,-1.0355855226516724,-0.8970358967781067,0.12073016166687012,29.854512572288513,0.43903694959247813,67,0.7163320300169289 | |
| 69,783,-1.294532060623169,-1.3552157878875732,-1.2258132696151733,0.12073016166687012,29.975242733955383,0.4344238077384838,68,0.7168328110128641 | |
| 70,788,-2.0359630584716797,-2.17569637298584,0.5684205293655396,0.8621611595153809,30.837403893470764,0.4405343413352966,69,0.7157648080028594 | |
| 71,746,-1.3447200059890747,-1.4617209434509277,-1.2820407152175903,0.17091810703277588,31.00832200050354,0.4367369295845569,70,0.7153191370889544 | |
| 72,783,-1.294532060623169,-1.4066493511199951,-1.167074203491211,0.12073016166687012,31.12905216217041,0.43234794669681126,71,0.7146153538487852 | |
| 73,929,-2.0592799186706543,-1.9532936811447144,0.06342129409313202,0.8854780197143555,32.014530181884766,0.4385552079710242,72,0.7146579744294286 | |
| 74,746,-1.3447200059890747,-1.194347620010376,-1.2099026441574097,0.17091810703277588,32.18544828891754,0.4349384903907776,73,0.7156152469106019 | |
| 75,622,-1.7023154497146606,-1.528906226158142,-0.8655102252960205,0.5285135507583618,32.7139618396759,0.4361861578623454,74,0.717064811848104 | |
| 76,560,-2.2049551010131836,-2.0909953117370605,2.301070213317871,1.0311532020568848,33.74511504173279,0.44401467160174724,75,0.7147635850124061 | |
| 77,50,-1.7738158702850342,-1.8313617706298828,-1.0782694816589355,0.6000139713287354,34.34512901306152,0.44604063653326653,76,0.7145654940977693 | |
| 78,746,-1.3447200059890747,-1.110382080078125,-0.8411374688148499,0.17091810703277588,34.5160471200943,0.4425134246165936,77,0.7162235886789858 | |
| 79,783,-1.294532060623169,-1.565319538116455,-0.7937806248664856,0.12073016166687012,34.63677728176117,0.4384402187564705,78,0.7165013900958002 | |
| 80,746,-1.3447200059890747,-1.4872363805770874,-0.8883060216903687,0.17091810703277588,34.807695388793945,0.4350961923599243,79,0.714899955317378 | |
| 81,746,-1.3447200059890747,-1.3743314743041992,-0.6144492626190186,0.17091810703277588,34.97861349582672,0.43183473451637927,80,0.7136425906792283 | |
| 82,746,-1.3447200059890747,-1.4979841709136963,-0.7443997263908386,0.17091810703277588,35.1495316028595,0.4286528244251158,81,0.7152304658666253 | |
| 83,50,-1.7738158702850342,-1.6942741870880127,-0.9970848560333252,0.6000139713287354,35.74954557418823,0.4307174165564847,82,0.7146090241149068 | |
| 84,783,-1.294532060623169,-1.2634618282318115,-1.2377275228500366,0.12073016166687012,35.8702757358551,0.42702709209351314,83,0.7153756069019437 | |
| 85,653,-1.5965672731399536,-1.5522456169128418,-0.43043947219848633,0.4227653741836548,36.29304111003876,0.4269769542357501,84,0.7143108528107405 | |
| 86,783,-1.294532060623169,-1.3374743461608887,-0.9584888219833374,0.12073016166687012,36.41377127170563,0.4234159450198329,85,0.7159254280850291 | |
| 87,783,-1.294532060623169,-1.3411321640014648,-1.1876486539840698,0.12073016166687012,36.5345014333725,0.4199367980847413,86,0.7150435349904001 | |
| 88,462,-1.7075631618499756,-1.741745948791504,-0.8078728914260864,0.5337612628936768,37.068262696266174,0.4212302579121156,87,0.7150384653359652 | |
| 89,50,-1.7738158702850342,-1.8114523887634277,-0.8554359674453735,0.6000139713287354,37.66827666759491,0.4232390636808417,88,0.7161599369719625 | |
| 90,783,-1.294532060623169,-1.346283197402954,-1.3203800916671753,0.12073016166687012,37.78900682926178,0.4198778536584642,89,0.7153496746905148 | |
| 91,783,-1.294532060623169,-1.3254144191741943,-1.286644458770752,0.12073016166687012,37.90973699092865,0.4165905163838313,90,0.7169455601833761 | |
| 92,911,-2.5055086612701416,-2.3712167739868164,-0.733720064163208,1.3317067623138428,39.24144375324249,0.42653743210046186,91,0.7146282237954438 | |
| 93,855,-1.5394926071166992,-1.5655553340911865,-0.22182799875736237,0.3656907081604004,39.60713446140289,0.425883166251644,92,0.7167469100095332 | |
| 94,783,-1.294532060623169,-1.397670030593872,-1.3610692024230957,0.12073016166687012,39.72786462306976,0.4226368576922315,93,0.7135935397818685 | |
| 95,783,-1.294532060623169,-1.2878198623657227,-1.2967052459716797,0.12073016166687012,39.84859478473663,0.41945889247091195,94,0.7140690521337092 | |
| 96,855,-1.5394926071166992,-1.6726672649383545,-0.853508472442627,0.3656907081604004,40.214285492897034,0.4188988072176774,95,0.7164257089607418 | |
| 97,994,-1.821134328842163,-1.9026001691818237,-0.7761849164962769,0.6473324298858643,40.8616179227829,0.4212537930183804,96,0.719397668261081 | |
| 98,746,-1.3447200059890747,-1.4234898090362549,-1.2963550090789795,0.17091810703277588,41.032536029815674,0.4186993472430171,97,0.8994036531075835 | |
| 99,233,-1.1738018989562988,-1.3626235723495483,-0.889686107635498,0.0,41.032536029815674,0.41447006090722904,98,0.8994869636371732 | |
| 100,233,-1.1738018989562988,-1.2144761085510254,-0.8106175065040588,0.0,41.032536029815674,0.41032536029815675,99,0.9049474508501589 | |
| 101,653,-1.5965672731399536,-1.712090015411377,-0.7753647565841675,0.4227653741836548,41.45530140399933,0.4104485287524686,100,0.9006304568611085 | |
| 102,235,-1.346255898475647,-1.201683759689331,-1.1496198177337646,0.17245399951934814,41.62775540351868,0.4081152490541047,101,0.9018874610774219 | |
| 103,746,-1.3447200059890747,-1.3989624977111816,-1.155657172203064,0.17091810703277588,41.79867351055145,0.4058123641801112,102,0.9021645123139024 | |
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