| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,542,-2.098327159881592,-2.2277474403381348,,0.924525260925293,0.924525260925293,0.924525260925293,0,0.003071088809520006 | |
| 2,470,-2.532217502593994,-2.4488120079040527,1.5026684999465942,1.3584156036376953,2.2829408645629883,1.1414704322814941,1,8.388502662070096 | |
| 3,456,-1.729880928993225,-1.696231484413147,-1.4865429401397705,0.5560790300369263,2.8390198945999146,0.9463399648666382,2,0.40445921616628766 | |
| 4,770,-2.402125597000122,-2.213071823120117,3.739499092102051,1.2283236980438232,4.067343592643738,1.0168358981609344,3,0.6657137898728251 | |
| 5,746,-1.3447200059890747,-1.3836383819580078,-0.5145334601402283,0.17091810703277588,4.238261699676514,0.8476523399353028,4,0.691024580039084 | |
| 6,53,-1.7696659564971924,-1.7822396755218506,0.3346862196922302,0.5958640575408936,4.834125757217407,0.8056876262029012,5,0.7100555403158069 | |
| 7,784,-1.9003456830978394,-1.7633136510849,-0.6390297412872314,0.7265437841415405,5.560669541358948,0.7943813630512783,6,0.7458033319562674 | |
| 8,99,-1.8771995306015015,-1.753830075263977,0.0029090940952301025,0.7033976316452026,6.26406717300415,0.7830083966255188,7,0.7680307417176664 | |
| 9,691,-1.7804654836654663,-1.9733302593231201,1.0388588905334473,0.6066635847091675,6.870730757713318,0.7634145286348131,8,0.8122778930701315 | |
| 10,50,-1.7738158702850342,-1.7654184103012085,-0.615262508392334,0.6000139713287354,7.470744729042053,0.7470744729042054,9,0.7927051610313356 | |
| 11,783,-1.294532060623169,-1.474065899848938,-0.27554142475128174,0.12073016166687012,7.591474890708923,0.6901340809735385,10,0.8059494229964912 | |
| 12,783,-1.294532060623169,-1.1451749801635742,-0.37579506635665894,0.12073016166687012,7.7122050523757935,0.6426837543646494,11,0.821527301799506 | |
| 13,783,-1.294532060623169,-1.5217275619506836,-0.768994927406311,0.12073016166687012,7.832935214042664,0.6025334780032818,12,0.8445507846772671 | |
| 14,253,-2.7579739093780518,-2.8125741481781006,2.394240617752075,1.584172010421753,9.417107224464417,0.6726505160331726,13,0.8617292284034193 | |
| 15,99,-1.8771995306015015,-2.0425920486450195,-0.5109657645225525,0.7033976316452026,10.12050485610962,0.6747003237406413,14,0.8794958139769733 | |
| 16,653,-1.5965672731399536,-1.5184324979782104,-1.2969996929168701,0.4227653741836548,10.543270230293274,0.6589543893933296,15,0.8940322608686984 | |
| 17,783,-1.294532060623169,-1.3216702938079834,-0.8526567816734314,0.12073016166687012,10.664000391960144,0.6272941407035378,16,0.9023590669967234 | |
| 18,783,-1.294532060623169,-1.382622241973877,-0.5487351417541504,0.12073016166687012,10.784730553627014,0.599151697423723,17,0.9159925398416817 | |
| 19,746,-1.3447200059890747,-1.32965087890625,-0.39786016941070557,0.17091810703277588,10.95564866065979,0.5766130874031469,18,0.947631549090147 | |
| 20,876,-1.6817611455917358,-1.6013102531433105,-0.10200926661491394,0.507959246635437,11.463607907295227,0.5731803953647614,19,0.9451030511409044 | |
| 21,855,-1.5394926071166992,-1.582521677017212,-0.7256184816360474,0.3656907081604004,11.829298615455627,0.5632999340693156,20,0.9367786459624767 | |
| 22,458,-2.159186840057373,-2.057908058166504,0.5606707334518433,0.9853849411010742,12.814683556556702,0.5824856162071228,21,0.951741682831198 | |
| 23,660,-1.7298665046691895,-1.6292695999145508,-0.2563731074333191,0.5560646057128906,13.370748162269592,0.5813368766204171,22,0.9633244690485299 | |
| 24,783,-1.294532060623169,-1.2590765953063965,-1.189960241317749,0.12073016166687012,13.491478323936462,0.5621449301640192,23,1.0002238848246634 | |
| 25,234,-2.3698208332061768,-2.479712963104248,5.919161319732666,1.196018934249878,14.68749725818634,0.5874998903274536,24,0.9814879163168371 | |
| 26,474,-2.101088762283325,-2.367124319076538,0.053839147090911865,0.9272868633270264,15.614784121513367,0.6005686200582064,25,0.9856644291430712 | |
| 27,374,-1.98416006565094,-2.0459108352661133,0.6406968235969543,0.8103581666946411,16.425142288208008,0.6083386032669632,26,1.0068123559467494 | |
| 28,50,-1.7738158702850342,-1.6716809272766113,-0.3034976124763489,0.6000139713287354,17.025156259536743,0.6080412949834552,27,1.0429022200405598 | |
| 29,783,-1.294532060623169,-1.449001431465149,-0.6392495632171631,0.12073016166687012,17.145886421203613,0.5912374628001246,28,1.0213027619756758 | |
| 30,99,-1.8771995306015015,-1.8549541234970093,0.03302110731601715,0.7033976316452026,17.849284052848816,0.5949761350949605,29,1.0302516492083669 | |
| 31,876,-1.6817611455917358,-1.700443148612976,-0.659582257270813,0.507959246635437,18.357243299484253,0.5921691386930404,30,1.0607000146992505 | |
| 32,783,-1.294532060623169,-1.0363162755966187,-0.3419116735458374,0.12073016166687012,18.477973461151123,0.5774366706609726,31,1.0595413609407842 | |
| 33,7,-3.1710495948791504,-3.049206018447876,0.4176681935787201,1.9972476959228516,20.475221157073975,0.6204612471840598,32,1.0665882541798055 | |
| 34,746,-1.3447200059890747,-1.119451642036438,-1.019574761390686,0.17091810703277588,20.64613926410675,0.6072393901207868,33,0.5298103513196111 | |
| 35,783,-1.294532060623169,-1.3253724575042725,-1.0538978576660156,0.12073016166687012,20.76686942577362,0.5933391264506749,34,0.5298524112440646 | |
| 36,876,-1.6817611455917358,-1.6084468364715576,-0.9631112813949585,0.507959246635437,21.274828672409058,0.5909674631224738,35,0.5284390468150377 | |
| 37,168,-1.597879409790039,-1.4766353368759155,0.7988144159317017,0.42407751083374023,21.698906183242798,0.586456923871427,36,0.5303015117533505 | |
| 38,653,-1.5965672731399536,-1.5342566967010498,-0.5570441484451294,0.4227653741836548,22.121671557426453,0.5821492515112224,37,0.5307537340559065 | |
| 39,746,-1.3447200059890747,-1.2474770545959473,-1.1413487195968628,0.17091810703277588,22.29258966445923,0.5716048631912622,38,0.5310707441531122 | |
| 40,470,-2.532217502593994,-2.460742712020874,0.6814354062080383,1.3584156036376953,23.651005268096924,0.5912751317024231,39,0.5291698388755322 | |
| 41,236,-1.6072063446044922,-1.6195321083068848,0.9454824328422546,0.43340444564819336,24.084409713745117,0.587424627164515,40,0.528491806704551 | |
| 42,954,-2.0727903842926025,-2.2094714641571045,0.18303601443767548,0.8989884853363037,24.98339819908142,0.5948428142638433,41,0.5311678652651608 | |
| 43,783,-1.294532060623169,-1.3188352584838867,-1.0428814888000488,0.12073016166687012,25.10412836074829,0.5838169386220533,42,0.5317296269349754 | |
| 44,783,-1.294532060623169,-1.2560677528381348,-1.3511558771133423,0.12073016166687012,25.22485852241516,0.5732922391457991,43,0.5309517341665924 | |
| 45,313,-1.4906501770019531,-1.3936169147491455,0.7425045967102051,0.3168482780456543,25.541706800460815,0.5675934844546848,44,0.5295323398895562 | |
| 46,746,-1.3447200059890747,-1.2724580764770508,-1.1581286191940308,0.17091810703277588,25.71262490749359,0.5589701066846433,45,0.5311401062645018 | |
| 47,746,-1.3447200059890747,-1.2152044773101807,-0.6736164093017578,0.17091810703277588,25.883543014526367,0.5507136811601355,46,0.5310952649451792 | |
| 48,855,-1.5394926071166992,-1.5384917259216309,-0.525134265422821,0.3656907081604004,26.249233722686768,0.5468590358893076,47,0.5310074649751186 | |
| 49,653,-1.5965672731399536,-1.7178425788879395,-0.28492486476898193,0.4227653741836548,26.671999096870422,0.544326512181029,48,0.5302069722674787 | |
| 50,914,-1.9247854948043823,-2.02996826171875,-0.18928813934326172,0.7509835958480835,27.422982692718506,0.5484596538543701,49,0.5288855978287756 | |
| 51,746,-1.3447200059890747,-1.4067072868347168,-0.6111595630645752,0.17091810703277588,27.59390079975128,0.5410568784264957,50,0.5284338872879744 | |
| 52,783,-1.294532060623169,-1.4574403762817383,-0.8902397155761719,0.12073016166687012,27.714630961418152,0.5329736723349645,51,0.5285706669092178 | |
| 53,746,-1.3447200059890747,-1.2654497623443604,-0.2665780186653137,0.17091810703277588,27.885549068450928,0.5261424352537911,52,0.5292072491720319 | |
| 54,746,-1.3447200059890747,-1.3694522380828857,-0.8029489517211914,0.17091810703277588,28.056467175483704,0.5195642069534019,53,0.5289575676433742 | |
| 55,233,-1.1738018989562988,-1.1426408290863037,-0.885404109954834,0.0,28.056467175483704,0.5101175850087946,54,0.5282483962364495 | |
| 56,783,-1.294532060623169,-1.221153974533081,-1.1883203983306885,0.12073016166687012,28.177197337150574,0.503164238163403,55,0.5290097179822624 | |
| 57,783,-1.294532060623169,-1.2581801414489746,-1.458599328994751,0.12073016166687012,28.297927498817444,0.49645486840030606,56,0.5293589802458882 | |
| 58,783,-1.294532060623169,-1.1116169691085815,-1.2638323307037354,0.12073016166687012,28.418657660484314,0.4899768562152468,57,0.5290150977671146 | |
| 59,689,-1.7370928525924683,-1.6975666284561157,0.851845920085907,0.5632909536361694,28.981948614120483,0.4912194680359404,58,0.5299354810267687 | |
| 60,235,-1.346255898475647,-1.1479930877685547,0.2950010895729065,0.17245399951934814,29.15440261363983,0.4859067102273305,59,0.5310872448608279 | |
| 61,783,-1.294532060623169,-1.2575510740280151,-0.8984338045120239,0.12073016166687012,29.2751327753067,0.4799202094312574,60,0.5304955933243036 | |
| 62,746,-1.3447200059890747,-1.3292138576507568,-1.0155630111694336,0.17091810703277588,29.446050882339478,0.47493630455386254,61,0.5300480322912335 | |
| 63,918,-1.6791093349456787,-1.7114958763122559,-0.46346479654312134,0.5053074359893799,29.951358318328857,0.47541838600521996,62,0.5289137978106737 | |
| 64,746,-1.3447200059890747,-1.315413475036621,-1.0254565477371216,0.17091810703277588,30.122276425361633,0.4706605691462755,63,0.5274643339216709 | |
| 65,419,-1.4512594938278198,-1.444606065750122,-0.40533626079559326,0.277457594871521,30.399734020233154,0.4676882156958947,64,0.5266727907583117 | |
| 66,746,-1.3447200059890747,-1.5816395282745361,-0.804546594619751,0.17091810703277588,30.57065212726593,0.46319169889796863,65,0.713152308948338 | |
| 67,84,-1.6573584079742432,-1.5815231800079346,-1.1845324039459229,0.48355650901794434,31.054208636283875,0.463495651287819,66,0.7146116537041962 | |
| 68,452,-1.7564363479614258,-1.760528326034546,0.78936767578125,0.582634449005127,31.636843085289,0.4652476924307206,67,0.7165935700759292 | |
| 69,783,-1.294532060623169,-1.5144500732421875,-1.0391960144042969,0.12073016166687012,31.75757324695587,0.4602546847384909,68,0.7171113919466734 | |
| 70,32,-1.6512494087219238,-1.6794226169586182,-0.8762611150741577,0.477447509765625,32.2350207567215,0.4605002965245928,69,0.7151552950963378 | |
| 71,88,-1.5379464626312256,-1.470915675163269,-1.2250170707702637,0.36414456367492676,32.59916532039642,0.4591431735267102,70,0.7145297541283071 | |
| 72,783,-1.294532060623169,-1.43710458278656,-0.09872737526893616,0.12073016166687012,32.71989548206329,0.45444299280643463,71,0.7146324440836906 | |
| 73,783,-1.294532060623169,-1.297430396080017,-0.9127459526062012,0.12073016166687012,32.840625643730164,0.4498715841606872,72,0.7157456269487739 | |
| 74,783,-1.294532060623169,-1.3508936166763306,-0.9251693487167358,0.12073016166687012,32.961355805397034,0.4454237270999599,73,0.7143450719304383 | |
| 75,783,-1.294532060623169,-1.3159205913543701,-0.7948899865150452,0.12073016166687012,33.082085967063904,0.44109447956085207,74,0.714252763427794 | |
| 76,783,-1.294532060623169,-1.4029476642608643,-1.1381334066390991,0.12073016166687012,33.202816128730774,0.4368791595885628,75,0.71497513493523 | |
| 77,746,-1.3447200059890747,-1.4333425760269165,-1.4460761547088623,0.17091810703277588,33.37373423576355,0.4334251199449812,76,0.7158424570225179 | |
| 78,783,-1.294532060623169,-1.2692240476608276,-0.9105509519577026,0.12073016166687012,33.49446439743042,0.42941621022346693,77,0.7147197336889803 | |
| 79,875,-1.9289581775665283,-1.8656280040740967,0.11670196056365967,0.7551562786102295,34.24962067604065,0.4335395022283626,78,0.7134842397645116 | |
| 80,746,-1.3447200059890747,-1.3737486600875854,-1.3206968307495117,0.17091810703277588,34.420538783073425,0.4302567347884178,79,0.714776364620775 | |
| 81,202,-2.2270431518554688,-2.237565279006958,-0.8024985790252686,1.05324125289917,35.473780035972595,0.43794790167867403,80,0.7133254697546363 | |
| 82,622,-1.7023154497146606,-1.7655965089797974,-1.4149855375289917,0.5285135507583618,36.00229358673096,0.4390523608137922,81,0.7129458789713681 | |
| 83,783,-1.294532060623169,-1.0424280166625977,-1.5323584079742432,0.12073016166687012,36.12302374839783,0.43521715359515456,82,0.7132373293861747 | |
| 84,746,-1.3447200059890747,-1.1505603790283203,-1.0108301639556885,0.17091810703277588,36.2939418554306,0.43207073637417387,83,0.7116478937678039 | |
| 85,783,-1.294532060623169,-1.1508135795593262,-1.2205688953399658,0.12073016166687012,36.41467201709747,0.42840790608349966,84,0.7117565753869712 | |
| 86,783,-1.294532060623169,-1.2369050979614258,-1.287575364112854,0.12073016166687012,36.53540217876434,0.42483025789260864,85,0.7136410209350288 | |
| 87,108,-2.0983619689941406,-2.2362184524536133,1.3224745988845825,0.9245600700378418,37.459962248802185,0.4305742787218642,86,0.7135260310024023 | |
| 88,783,-1.294532060623169,-1.225804090499878,-1.0357328653335571,0.12073016166687012,37.580692410469055,0.42705332284623926,87,0.7136680507101119 | |
| 89,746,-1.3447200059890747,-1.1900959014892578,-1.5615274906158447,0.17091810703277588,37.75161051750183,0.4241753990730543,88,0.7139982506632805 | |
| 90,746,-1.3447200059890747,-1.4446934461593628,-1.3593190908432007,0.17091810703277588,37.92252862453461,0.42136142916149566,89,0.7230669599957764 | |
| 91,157,-1.4711698293685913,-1.5293755531311035,-0.05173695087432861,0.2973679304122925,38.2198965549469,0.4199988632411747,90,0.7199152410030365 | |
| 92,746,-1.3447200059890747,-1.417400598526001,-1.030863881111145,0.17091810703277588,38.390814661979675,0.4172914637171704,91,0.7203683322295547 | |
| 93,783,-1.294532060623169,-1.4805160760879517,-1.0646357536315918,0.12073016166687012,38.511544823646545,0.41410263251232843,92,0.720830702688545 | |
| 94,783,-1.294532060623169,-1.417387843132019,-1.0734580755233765,0.12073016166687012,38.632274985313416,0.41098164877992993,93,0.7208474231883883 | |
| 95,746,-1.3447200059890747,-1.427117109298706,-0.8900275230407715,0.17091810703277588,38.80319309234619,0.4084546641299599,94,0.7221376779489219 | |
| 96,783,-1.294532060623169,-1.1742126941680908,-1.022430419921875,0.12073016166687012,38.92392325401306,0.4054575338959694,95,0.7206190130673349 | |
| 97,642,-1.7273889780044556,-1.642223596572876,1.0446555614471436,0.5535870790481567,39.47751033306122,0.40698464260887857,96,0.7211372638121247 | |
| 98,783,-1.294532060623169,-1.2741990089416504,-0.9907119274139404,0.12073016166687012,39.59824049472809,0.40406367851763353,97,0.9020777251571417 | |
| 99,783,-1.294532060623169,-1.3178894519805908,-0.9554893970489502,0.12073016166687012,39.71897065639496,0.4012017238019693,98,0.9019552548415959 | |
| 100,746,-1.3447200059890747,-1.4009552001953125,-0.9954541921615601,0.17091810703277588,39.889888763427734,0.39889888763427733,99,0.9013182618655264 | |
| 101,783,-1.294532060623169,-1.3054139614105225,-1.1148340702056885,0.12073016166687012,40.010618925094604,0.39614474183261983,100,0.8993082856759429 | |
| 102,619,-1.8699895143508911,-1.8330943584442139,0.002855062484741211,0.6961876153945923,40.7068065404892,0.399086338632247,101,0.8938754289411008 | |
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