| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,588,-2.2413792610168457,-1.8125211000442505,,1.0675773620605469,1.0675773620605469,1.0675773620605469,0,0.0010903840884566307 | |
| 2,844,-2.8300535678863525,-2.9476466178894043,1.813666820526123,1.6562516689300537,2.7238290309906006,1.3619145154953003,1,0.4100937251932919 | |
| 3,446,-1.6109840869903564,-1.687337040901184,0.2851199805736542,0.4371821880340576,3.161011219024658,1.0536704063415527,2,0.4028619322925806 | |
| 4,899,-1.3499534130096436,-1.231714129447937,0.7940062284469604,0.17615151405334473,3.337162733078003,0.8342906832695007,3,0.40690435469150543 | |
| 5,577,-2.542112350463867,-2.5632107257843018,1.0395853519439697,1.3683104515075684,4.705473184585571,0.9410946369171143,4,0.4173043668270111 | |
| 6,855,-1.5394926071166992,-1.6108558177947998,-0.12249422073364258,0.3656907081604004,5.071163892745972,0.8451939821243286,5,0.40492264786735177 | |
| 7,688,-3.1087565422058105,-3.1832308769226074,10.900996208190918,1.9349546432495117,7.006118535995483,1.0008740765707833,6,0.4126930530183017 | |
| 8,456,-1.729880928993225,-1.6574783325195312,-0.559249997138977,0.5560790300369263,7.56219756603241,0.9452746957540512,7,0.4056957708671689 | |
| 9,470,-2.532217502593994,-2.4861514568328857,1.4625542163848877,1.3584156036376953,8.920613169670105,0.9911792410744561,8,0.41936022276058793 | |
| 10,862,-3.0930590629577637,-3.1437649726867676,0.9313890933990479,1.9192571640014648,10.83987033367157,1.083987033367157,9,0.4080818579532206 | |
| 11,783,-1.294532060623169,-1.2461936473846436,-0.544677734375,0.12073016166687012,10.96060049533844,0.9964182268489491,10,0.4058343810029328 | |
| 12,99,-1.8771995306015015,-1.9181681871414185,-0.9301135540008545,0.7033976316452026,11.663998126983643,0.9719998439153036,11,0.3455835240893066 | |
| 13,746,-1.3447200059890747,-1.4707190990447998,-0.9421944618225098,0.17091810703277588,11.834916234016418,0.9103781718474168,12,0.40826933877542615 | |
| 14,318,-1.7115352153778076,-1.8495632410049438,0.381990909576416,0.5377333164215088,12.372649550437927,0.8837606821741376,13,0.40731806587427855 | |
| 15,653,-1.5965672731399536,-1.6859626770019531,-0.1459946483373642,0.4227653741836548,12.795414924621582,0.8530276616414388,14,0.40834646858274937 | |
| 16,746,-1.3447200059890747,-1.4883582592010498,-0.14816424250602722,0.17091810703277588,12.966333031654358,0.8103958144783974,15,0.4051168682053685 | |
| 17,419,-1.4512594938278198,-1.4341709613800049,-1.7012083530426025,0.277457594871521,13.243790626525879,0.7790465074426988,16,0.4105031546205282 | |
| 18,419,-1.4512594938278198,-1.5517799854278564,-1.723775029182434,0.277457594871521,13.5212482213974,0.7511804567443,17,0.40362101374194026 | |
| 19,202,-2.2270431518554688,-2.1568567752838135,1.2195804119110107,1.05324125289917,14.57448947429657,0.7670783933840299,18,0.4056714908219874 | |
| 20,459,-1.8041801452636719,-1.7989153861999512,0.4914079010486603,0.630378246307373,15.204867720603943,0.7602433860301971,19,0.40433302661404014 | |
| 21,791,-1.7792314291000366,-1.695717453956604,0.936691403388977,0.6054295301437378,15.81029725074768,0.7528712976546514,20,0.4006158448755741 | |
| 22,783,-1.294532060623169,-1.4729316234588623,-0.3162572383880615,0.12073016166687012,15.93102741241455,0.7241376096552069,21,0.40397424483671784 | |
| 23,783,-1.294532060623169,-1.4205467700958252,-0.5885878801345825,0.12073016166687012,16.05175757408142,0.6979025032209314,22,0.4108530259691179 | |
| 24,575,-1.4360655546188354,-1.5653984546661377,-0.5735481977462769,0.2622636556625366,16.314021229743958,0.6797508845726649,23,0.40449523692950606 | |
| 25,530,-2.1032450199127197,-2.225545644760132,0.9458415508270264,0.9294431209564209,17.24346435070038,0.6897385740280151,24,0.4055838300846517 | |
| 26,655,-1.4830942153930664,-1.7119861841201782,0.3032373785972595,0.3092923164367676,17.552756667137146,0.675106025659121,25,0.409144370816648 | |
| 27,138,-2.4959452152252197,-2.513260841369629,3.116776704788208,1.322143316268921,18.874899983406067,0.6990703697557803,26,0.4047128767706454 | |
| 28,783,-1.294532060623169,-1.2052559852600098,-0.38299354910850525,0.12073016166687012,18.995630145072937,0.6784153623240334,27,0.4093840029090643 | |
| 29,255,-1.5076558589935303,-1.5092464685440063,-1.0053472518920898,0.33385396003723145,19.32948410511017,0.6665339346589714,28,0.4090677108615637 | |
| 30,568,-1.9054112434387207,-1.9330048561096191,0.8438608646392822,0.7316093444824219,20.06109344959259,0.6687031149864197,29,0.4273825976997614 | |
| 31,315,-3.52900767326355,-3.694936752319336,1.7416136264801025,2.355205774307251,22.41629922389984,0.7231064265774142,30,0.41320193419232965 | |
| 32,855,-1.5394926071166992,-1.6164956092834473,-0.5634880065917969,0.3656907081604004,22.78198993206024,0.7119371853768826,31,0.41062539583072066 | |
| 33,456,-1.729880928993225,-1.8543610572814941,-1.2695319652557373,0.5560790300369263,23.338068962097168,0.7072142109726415,32,0.345823444891721 | |
| 34,534,-3.1626124382019043,-3.2066187858581543,0.3315885066986084,1.9888105392456055,25.326879501342773,0.7449082206277287,33,0.5324753751046956 | |
| 35,892,-1.508087396621704,-1.561570167541504,-0.3488745093345642,0.3342854976654053,25.66116499900818,0.733176142828805,34,0.5317530720494688 | |
| 36,746,-1.3447200059890747,-1.2702404260635376,-0.7634366750717163,0.17091810703277588,25.832083106040955,0.7175578640566932,35,0.5301896082237363 | |
| 37,519,-1.5657638311386108,-1.4884698390960693,0.041224077343940735,0.391961932182312,26.224045038223267,0.7087579740060342,36,0.5316350921057165 | |
| 38,182,-1.7627673149108887,-1.5421102046966553,0.6016021966934204,0.5889654159545898,26.813010454177856,0.7056055382678383,37,0.5324204838834703 | |
| 39,687,-1.7413376569747925,-1.6073830127716064,-0.9289520978927612,0.5675357580184937,27.38054621219635,0.7020652874922141,38,0.5312571995891631 | |
| 40,746,-1.3447200059890747,-1.415973424911499,-1.646738886833191,0.17091810703277588,27.551464319229126,0.6887866079807281,39,0.5317439120262861 | |
| 41,783,-1.294532060623169,-1.5230121612548828,-1.3417595624923706,0.12073016166687012,27.672194480895996,0.6749315727047804,40,0.5312663898803294 | |
| 42,783,-1.294532060623169,-1.367536187171936,-1.739406704902649,0.12073016166687012,27.792924642562866,0.6617363010134015,41,0.5338695389218628 | |
| 43,519,-1.5657638311386108,-1.6927194595336914,-1.2558016777038574,0.391961932182312,28.184886574745178,0.655462478482446,42,0.5319652231410146 | |
| 44,746,-1.3447200059890747,-1.3687734603881836,-1.201993703842163,0.17091810703277588,28.355804681777954,0.6444501064040444,43,0.5333102070726454 | |
| 45,783,-1.294532060623169,-1.4825843572616577,-0.05148814618587494,0.12073016166687012,28.476534843444824,0.632811885409885,44,0.5311114001087844 | |
| 46,335,-1.6430690288543701,-1.7094366550445557,-0.7276428937911987,0.4692671298980713,28.945801973342896,0.629256564637889,45,0.5317200128920376 | |
| 47,163,-2.192878007888794,-2.03043270111084,-0.05600553750991821,1.0190761089324951,29.96487808227539,0.637550597495221,46,0.53159652184695 | |
| 48,813,-1.8210010528564453,-1.5992801189422607,1.3888309001922607,0.6471991539001465,30.612077236175537,0.6377516090869904,47,0.5304571478627622 | |
| 49,783,-1.294532060623169,-1.1581625938415527,-0.38196560740470886,0.12073016166687012,30.732807397842407,0.6272001509763756,48,0.5297407056204975 | |
| 50,783,-1.294532060623169,-1.338757872581482,-1.4763617515563965,0.12073016166687012,30.853537559509277,0.6170707511901855,49,0.5303341480903327 | |
| 51,783,-1.294532060623169,-1.0506010055541992,-1.149181604385376,0.12073016166687012,30.974267721176147,0.6073385827681598,50,0.5312045905739069 | |
| 52,783,-1.294532060623169,-1.5413399934768677,-0.9130897521972656,0.12073016166687012,31.094997882843018,0.5979807285162119,51,0.5322685539722443 | |
| 53,746,-1.3447200059890747,-1.4341514110565186,-0.7245756387710571,0.17091810703277588,31.265915989875793,0.5899229432052037,52,0.5316604520194232 | |
| 54,59,-1.6475701332092285,-1.6910159587860107,0.35882455110549927,0.4737682342529297,31.739684224128723,0.5877719300764578,53,0.5312370397150517 | |
| 55,456,-1.729880928993225,-1.7542121410369873,-0.8771739602088928,0.5560790300369263,32.29576325416565,0.5871956955302845,54,0.5331681868992746 | |
| 56,783,-1.294532060623169,-1.1779077053070068,-1.155369520187378,0.12073016166687012,32.41649341583252,0.5788659538541522,55,0.532957386225462 | |
| 57,106,-1.797728180885315,-1.8262584209442139,0.6979977488517761,0.6239262819290161,33.040419697761536,0.579656485925641,56,0.5339163290336728 | |
| 58,356,-2.9346609115600586,-3.0493998527526855,1.471055507659912,1.7608590126037598,34.801278710365295,0.6000220467304361,57,0.5308223599568009 | |
| 59,778,-1.955883264541626,-2.2461798191070557,-1.0084404945373535,0.7820813655853271,35.58336007595062,0.6031077978974682,58,0.5329057360067964 | |
| 60,622,-1.7023154497146606,-1.598762035369873,0.09697562456130981,0.5285135507583618,36.111873626708984,0.6018645604451497,59,0.5315700322389603 | |
| 61,209,-1.5942647457122803,-1.5425853729248047,-0.4742613732814789,0.42046284675598145,36.532336473464966,0.5988907618600814,60,0.5300830570049584 | |
| 62,746,-1.3447200059890747,-1.517803430557251,-1.2374491691589355,0.17091810703277588,36.70325458049774,0.5919879771048023,61,0.5309312497265637 | |
| 63,783,-1.294532060623169,-1.307626485824585,-1.1287089586257935,0.12073016166687012,36.82398474216461,0.5845076943200732,62,0.5305119692347944 | |
| 64,849,-1.9173067808151245,-1.857761025428772,0.5381043553352356,0.7435048818588257,37.56748962402344,0.5869920253753662,63,0.5322881038300693 | |
| 65,746,-1.3447200059890747,-1.379584550857544,-1.3412909507751465,0.17091810703277588,37.73840773105621,0.5805908881700956,64,0.5343391606584191 | |
| 66,783,-1.294532060623169,-1.276386022567749,-0.9072265625,0.12073016166687012,37.85913789272308,0.5736233014048953,65,0.7151739578694105 | |
| 67,746,-1.3447200059890747,-1.2773706912994385,-0.9757584929466248,0.17091810703277588,38.03005599975586,0.5676127761157591,66,0.7162564811296761 | |
| 68,56,-1.6680124998092651,-1.8131964206695557,-0.7935258746147156,0.4942106008529663,38.524266600608826,0.5665333323618945,67,0.7164866318926215 | |
| 69,746,-1.3447200059890747,-1.6240193843841553,-1.2607662677764893,0.17091810703277588,38.6951847076416,0.5607997783716174,68,0.7155913491733372 | |
| 70,783,-1.294532060623169,-1.3434252738952637,-1.1084115505218506,0.12073016166687012,38.81591486930847,0.5545130695615496,69,0.7179586160928011 | |
| 71,876,-1.6817611455917358,-1.7601007223129272,-0.676308274269104,0.507959246635437,39.32387411594391,0.5538573819147029,70,0.7176591749303043 | |
| 72,783,-1.294532060623169,-1.293012022972107,-1.1947486400604248,0.12073016166687012,39.44460427761078,0.5478417260779275,71,0.7197384010069072 | |
| 73,619,-1.8699895143508911,-2.0670688152313232,-1.0972505807876587,0.6961876153945923,40.14079189300537,0.5498738615480188,72,0.7168403421528637 | |
| 74,783,-1.294532060623169,-1.257594108581543,-1.2657017707824707,0.12073016166687012,40.26152205467224,0.5440746223604357,73,0.7195373610593379 | |
| 75,855,-1.5394926071166992,-1.687882661819458,-0.9769248962402344,0.3656907081604004,40.62721276283264,0.5416961701711019,74,0.7189060593955219 | |
| 76,746,-1.3447200059890747,-1.4352258443832397,-1.1483380794525146,0.17091810703277588,40.79813086986542,0.5368175114455976,75,0.7200332316569984 | |
| 77,456,-1.729880928993225,-1.7850878238677979,-1.4164097309112549,0.5560790300369263,41.354209899902344,0.5370676610376928,76,0.7175725349225104 | |
| 78,746,-1.3447200059890747,-1.2640588283538818,-1.4058489799499512,0.17091810703277588,41.52512800693512,0.5323734359863477,77,0.7205948643386364 | |
| 79,783,-1.294532060623169,-1.4544634819030762,-1.0470802783966064,0.12073016166687012,41.64585816860199,0.5271627616278732,78,0.7178226159885526 | |
| 80,50,-1.7738158702850342,-1.8375349044799805,-1.095885992050171,0.6000139713287354,42.245872139930725,0.5280734017491341,79,0.7179656657390296 | |
| 81,783,-1.294532060623169,-1.2933907508850098,-1.1120376586914062,0.12073016166687012,42.366602301597595,0.5230444728592296,80,0.7171177729032934 | |
| 82,783,-1.294532060623169,-1.3281843662261963,-1.2192509174346924,0.12073016166687012,42.487332463264465,0.5181382007715178,81,0.7219277578406036 | |
| 83,783,-1.294532060623169,-1.4004638195037842,-0.8907707929611206,0.12073016166687012,42.608062624931335,0.5133501521076065,82,0.7240899251773953 | |
| 84,430,-2.0400664806365967,-2.314505100250244,1.1457843780517578,0.8662645816802979,43.47432720661163,0.5175515143644243,83,0.7168806926347315 | |
| 85,783,-1.294532060623169,-1.4351582527160645,-1.3852601051330566,0.12073016166687012,43.5950573682785,0.5128830278621,84,0.7164800120517612 | |
| 86,359,-1.6842641830444336,-1.4358261823654175,-1.0509905815124512,0.5104622840881348,44.10551965236664,0.5128548796786818,85,0.7159382086247206 | |
| 87,849,-1.9173067808151245,-1.992652416229248,-1.3121240139007568,0.7435048818588257,44.849024534225464,0.5155060291290283,86,0.7161526507698 | |
| 88,783,-1.294532060623169,-1.1728577613830566,-1.1004167795181274,0.12073016166687012,44.969754695892334,0.5110199397260492,87,0.7145710452459753 | |
| 89,783,-1.294532060623169,-1.142927646636963,-1.2963298559188843,0.12073016166687012,45.090484857559204,0.50663466132089,88,0.715399238280952 | |
| 90,526,-1.8964835405349731,-1.9541481733322144,-0.838388204574585,0.7226816415786743,45.81316649913788,0.5090351833237542,89,0.7153502381406724 | |
| 91,783,-1.294532060623169,-1.4950062036514282,-1.1451516151428223,0.12073016166687012,45.93389666080475,0.5047680951736786,90,0.7149080969393253 | |
| 92,783,-1.294532060623169,-1.2947255373001099,-1.4229764938354492,0.12073016166687012,46.05462682247162,0.5005937698094741,91,0.7147580459713936 | |
| 93,50,-1.7738158702850342,-1.798210620880127,-1.3965439796447754,0.6000139713287354,46.654640793800354,0.5016628042344125,92,0.7154929079115391 | |
| 94,783,-1.294532060623169,-1.1014883518218994,-0.8064581751823425,0.12073016166687012,46.775370955467224,0.4976103293134811,93,0.7150788772851229 | |
| 95,50,-1.7738158702850342,-1.9495655298233032,-0.9916304349899292,0.6000139713287354,47.37538492679596,0.4986882623873259,94,0.714675675611943 | |
| 96,783,-1.294532060623169,-1.2110047340393066,-0.8448281288146973,0.12073016166687012,47.49611508846283,0.4947511988381545,95,0.714248875156045 | |
| 97,783,-1.294532060623169,-1.2919445037841797,-1.0495845079421997,0.12073016166687012,47.6168452501297,0.4908953118570072,96,0.716209621168673 | |
| 98,855,-1.5394926071166992,-1.453732967376709,-1.293656349182129,0.3656907081604004,47.9825359582901,0.48961771386010305,97,0.9093949217349291 | |
| 99,746,-1.3447200059890747,-1.1488525867462158,-1.231679081916809,0.17091810703277588,48.153454065322876,0.4863985259123523,98,0.9060171921737492 | |
| 100,783,-1.294532060623169,-1.294252872467041,-1.1481680870056152,0.12073016166687012,48.274184226989746,0.48274184226989747,99,0.9077154169790447 | |
| 101,783,-1.294532060623169,-1.2243378162384033,-1.8391265869140625,0.12073016166687012,48.394914388656616,0.47915756820452093,100,0.9081699191592634 | |
| 102,488,-1.5257058143615723,-1.4897327423095703,-1.2579141855239868,0.35190391540527344,48.74681830406189,0.47790998337315577,101,0.9068633639253676 | |
| 103,783,-1.294532060623169,-1.3183209896087646,-0.29144948720932007,0.12073016166687012,48.86754846572876,0.47444221811387144,102,0.9098642938770354 | |
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