| iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds | |
| 1,904,-2.714474678039551,-2.7681922912597656,,1.540672779083252,1.540672779083252,1.540672779083252,0,0.0010758829303085804 | |
| 2,420,-1.6914070844650269,-1.6761537790298462,0.9507735371589661,0.517605185508728,2.05827796459198,1.02913898229599,1,0.3511436367407441 | |
| 3,423,-1.9737260341644287,-1.9652330875396729,0.03967435657978058,0.7999241352081299,2.85820209980011,0.9527340332667033,2,0.3432428231462836 | |
| 4,359,-1.6842641830444336,-1.709776759147644,0.07361587136983871,0.5104622840881348,3.3686643838882446,0.8421660959720612,3,0.34359285421669483 | |
| 5,456,-1.729880928993225,-1.6690673828125,-1.1062757968902588,0.5560790300369263,3.924743413925171,0.7849486827850342,4,0.34400831488892436 | |
| 6,456,-1.729880928993225,-1.7245293855667114,-0.16862230002880096,0.5560790300369263,4.480822443962097,0.7468037406603495,5,0.3433049526065588 | |
| 7,430,-2.0400664806365967,-2.04315447807312,0.009048700332641602,0.8662645816802979,5.347087025642395,0.7638695750917707,6,0.34425255469977856 | |
| 8,855,-1.5394926071166992,-1.628481149673462,-0.5636446475982666,0.3656907081604004,5.712777733802795,0.7140972167253494,7,0.3449789979495108 | |
| 9,198,-1.84427011013031,-1.7243311405181885,0.9472923278808594,0.6704682111740112,6.383245944976807,0.7092495494418674,8,0.3444107361137867 | |
| 10,419,-1.4512594938278198,-1.4276043176651,-0.4274711608886719,0.277457594871521,6.660703539848328,0.6660703539848327,9,0.34370347391813993 | |
| 11,783,-1.294532060623169,-1.3047876358032227,-1.3653149604797363,0.12073016166687012,6.781433701515198,0.616493972865018,10,0.34619043208658695 | |
| 12,99,-1.8771995306015015,-1.9268805980682373,-0.48577404022216797,0.7033976316452026,7.4848313331604,0.6237359444300333,11,0.34364780271425843 | |
| 13,277,-1.6959763765335083,-1.6361026763916016,0.914981484413147,0.5221744775772095,8.00700581073761,0.6159235239028931,12,0.34290551114827394 | |
| 14,783,-1.294532060623169,-1.2340660095214844,-0.43650949001312256,0.12073016166687012,8.12773597240448,0.5805525694574628,13,0.3449329477734864 | |
| 15,619,-1.8699895143508911,-1.7292437553405762,-0.8692835569381714,0.6961876153945923,8.823923587799072,0.5882615725199382,14,0.3452578391879797 | |
| 16,783,-1.294532060623169,-1.4407522678375244,-1.047938585281372,0.12073016166687012,8.944653749465942,0.5590408593416214,15,0.3451779489405453 | |
| 17,783,-1.294532060623169,-1.3192875385284424,-1.1030707359313965,0.12073016166687012,9.065383911132812,0.5332578771254596,16,0.3423262098804116 | |
| 18,374,-1.98416006565094,-2.0483224391937256,0.023882567882537842,0.8103581666946411,9.875742077827454,0.5486523376570808,17,0.3422801997512579 | |
| 19,746,-1.3447200059890747,-1.3546721935272217,-0.8279770612716675,0.17091810703277588,10.04666018486023,0.5287715886768541,18,0.3423812501132488 | |
| 20,356,-2.9346609115600586,-3.009500026702881,0.7434564828872681,1.7608590126037598,11.80751919746399,0.5903759598731995,19,0.3425592607818544 | |
| 21,311,-2.1461753845214844,-2.1539244651794434,5.24791145324707,0.9723734855651855,12.779892683029175,0.6085663182394845,20,0.3433154420927167 | |
| 22,783,-1.294532060623169,-1.3550865650177002,-0.7336379289627075,0.12073016166687012,12.900622844696045,0.5863919474861838,21,0.3425817913375795 | |
| 23,783,-1.294532060623169,-1.3322937488555908,-0.6124348640441895,0.12073016166687012,13.021353006362915,0.5661457828853441,22,0.3471232852898538 | |
| 24,99,-1.8771995306015015,-1.9679540395736694,-0.5773442983627319,0.7033976316452026,13.724750638008118,0.5718646099170049,23,0.347135444637388 | |
| 25,855,-1.5394926071166992,-1.6499042510986328,-0.6152650117874146,0.3656907081604004,14.090441346168518,0.5636176538467407,24,0.3449740381911397 | |
| 26,876,-1.6817611455917358,-1.847615361213684,-0.4472128748893738,0.507959246635437,14.598400592803955,0.5614769458770752,25,0.3449084279127419 | |
| 27,800,-2.2101500034332275,-2.1773674488067627,0.04783523082733154,1.0363481044769287,15.634748697280884,0.5790647665659586,26,0.3463200218975544 | |
| 28,204,-2.2829275131225586,-2.3905527591705322,1.058937907218933,1.1091256141662598,16.743874311447144,0.5979955111231122,27,0.34420987498015165 | |
| 29,688,-3.1087565422058105,-2.993074893951416,2.775028944015503,1.9349546432495117,18.678828954696655,0.6440975501619536,28,0.3441201248206198 | |
| 30,154,-1.5938180685043335,-1.721776008605957,-1.034225583076477,0.42001616954803467,19.09884512424469,0.6366281708081564,29,0.3482117881067097 | |
| 31,783,-1.294532060623169,-1.334843397140503,-0.23333126306533813,0.12073016166687012,19.21957528591156,0.6199862995455342,30,0.34201145777478814 | |
| 32,419,-1.4512594938278198,-1.5772919654846191,-1.4859561920166016,0.277457594871521,19.49703288078308,0.6092822775244713,31,0.342269130051136 | |
| 33,202,-2.2270431518554688,-2.0347862243652344,-0.012772172689437866,1.05324125289917,20.55027413368225,0.6227355798085531,32,0.34282132191583514 | |
| 34,456,-1.729880928993225,-1.7462865114212036,-0.4679192900657654,0.5560790300369263,21.106353163719177,0.620775093050564,33,0.5301742609590292 | |
| 35,876,-1.6817611455917358,-1.9286656379699707,-1.5917034149169922,0.507959246635437,21.614312410354614,0.617551783152989,34,0.5311827440746129 | |
| 36,783,-1.294532060623169,-1.406820297241211,-1.4316365718841553,0.12073016166687012,21.735042572021484,0.6037511825561523,35,0.5301760123111308 | |
| 37,746,-1.3447200059890747,-1.2763296365737915,-1.428495168685913,0.17091810703277588,21.90596067905426,0.5920529913257908,36,0.5295852897688746 | |
| 38,99,-1.8771995306015015,-1.912387490272522,-1.156733512878418,0.7033976316452026,22.609358310699463,0.5949831134394595,37,0.5303843822330236 | |
| 39,783,-1.294532060623169,-1.3236994743347168,-0.8911932706832886,0.12073016166687012,22.730088472366333,0.5828227813427265,38,0.529314729385078 | |
| 40,876,-1.6817611455917358,-1.8314253091812134,-1.0391064882278442,0.507959246635437,23.23804771900177,0.5809511929750443,39,0.5290619181469083 | |
| 41,783,-1.294532060623169,-1.276005506515503,-1.5208444595336914,0.12073016166687012,23.35877788066864,0.5697262897724058,40,0.527770172804594 | |
| 42,783,-1.294532060623169,-1.2011971473693848,-0.5987040400505066,0.12073016166687012,23.47950804233551,0.5590359057698931,41,0.5270579918287694 | |
| 43,746,-1.3447200059890747,-1.2379732131958008,-0.42099297046661377,0.17091810703277588,23.650426149368286,0.5500099104504252,42,0.5272758323699236 | |
| 44,456,-1.729880928993225,-1.61305570602417,-1.191767692565918,0.5560790300369263,24.206505179405212,0.5501478449864821,43,0.5289782867766917 | |
| 45,746,-1.3447200059890747,-1.3067214488983154,-1.7641184329986572,0.17091810703277588,24.37742328643799,0.5417205174763997,44,0.5295001789927483 | |
| 46,423,-1.9737260341644287,-1.9709001779556274,-0.8122680187225342,0.7999241352081299,25.177347421646118,0.5473336396010026,45,0.5278882440179586 | |
| 47,783,-1.294532060623169,-1.4340174198150635,-1.216601014137268,0.12073016166687012,25.29807758331299,0.5382569698577232,46,0.5294856186956167 | |
| 48,783,-1.294532060623169,-1.264453411102295,-1.4683696031570435,0.12073016166687012,25.41880774497986,0.5295584946870804,47,0.5331041398458183 | |
| 49,462,-1.7075631618499756,-1.7117445468902588,-1.453883409500122,0.5337612628936768,25.952569007873535,0.5296442654668069,48,0.5328705902211368 | |
| 50,783,-1.294532060623169,-1.2514104843139648,-1.3350584506988525,0.12073016166687012,26.073299169540405,0.5214659833908081,49,0.5341513641178608 | |
| 51,315,-3.52900767326355,-3.3688056468963623,2.7322652339935303,2.355205774307251,28.428504943847656,0.5574216655656403,50,0.5337922018952668 | |
| 52,783,-1.294532060623169,-1.2432942390441895,-0.8413316607475281,0.12073016166687012,28.549235105514526,0.5490237520291255,51,0.5340347727760673 | |
| 53,783,-1.294532060623169,-1.24061918258667,-1.2030675411224365,0.12073016166687012,28.669965267181396,0.540942740890215,52,0.5326901786029339 | |
| 54,829,-1.7958227396011353,-1.9114010334014893,0.5122038125991821,0.6220208406448364,29.291986107826233,0.5424441871819673,53,0.5330533101223409 | |
| 55,746,-1.3447200059890747,-1.183619499206543,-0.9679858684539795,0.17091810703277588,29.46290421485901,0.5356891675428911,54,0.5349588361568749 | |
| 56,456,-1.729880928993225,-1.778557300567627,-1.567139983177185,0.5560790300369263,30.018983244895935,0.5360532722302845,55,0.5359472590498626 | |
| 57,783,-1.294532060623169,-1.0000569820404053,-1.4238698482513428,0.12073016166687012,30.139713406562805,0.5287669018695229,56,0.5339942430146039 | |
| 58,876,-1.6817611455917358,-1.6965243816375732,-1.0209205150604248,0.507959246635437,30.647672653198242,0.5284081491930731,57,0.5337804020382464 | |
| 59,897,-2.5538763999938965,-2.5340871810913086,-0.1804499328136444,1.3800745010375977,32.02774715423584,0.5428431721056922,58,0.5330005302093923 | |
| 60,783,-1.294532060623169,-1.3829532861709595,-1.5526652336120605,0.12073016166687012,32.14847731590271,0.5358079552650452,59,0.5310482941567898 | |
| 61,783,-1.294532060623169,-1.4590284824371338,-1.6476151943206787,0.12073016166687012,32.26920747756958,0.5290034012716325,60,0.535910019185394 | |
| 62,783,-1.294532060623169,-1.2220731973648071,-1.0814536809921265,0.12073016166687012,32.38993763923645,0.5224183490199428,61,0.5334135112352669 | |
| 63,596,-1.7911038398742676,-1.9824151992797852,-0.6899882555007935,0.6173019409179688,33.00723958015442,0.5239244377802289,62,0.5325698778033257 | |
| 64,50,-1.7738158702850342,-1.8095786571502686,-1.3164738416671753,0.6000139713287354,33.607253551483154,0.5251133367419243,63,0.5363133898936212 | |
| 65,746,-1.3447200059890747,-1.1645243167877197,-0.992401123046875,0.17091810703277588,33.77817165851593,0.5196641793617836,64,0.5375827141106129 | |
| 66,783,-1.294532060623169,-1.3285284042358398,-1.4909024238586426,0.12073016166687012,33.8989018201828,0.5136197245482242,65,0.7206082907505333 | |
| 67,783,-1.294532060623169,-1.249997854232788,-1.6229307651519775,0.12073016166687012,34.01963198184967,0.5077557012216368,66,0.7180413631722331 | |
| 68,783,-1.294532060623169,-1.318777322769165,-1.2901127338409424,0.12073016166687012,34.14036214351654,0.5020641491693609,67,0.7194543383084238 | |
| 69,783,-1.294532060623169,-1.1926144361495972,-1.2568413019180298,0.12073016166687012,34.26109230518341,0.4965375696403393,68,0.7176754716783762 | |
| 70,575,-1.4360655546188354,-1.2460733652114868,-0.22390708327293396,0.2622636556625366,34.52335596084595,0.4931907994406564,69,0.7179106120020151 | |
| 71,746,-1.3447200059890747,-1.302130937576294,-1.0881106853485107,0.17091810703277588,34.69427406787872,0.4886517474349116,70,0.7200444391928613 | |
| 72,998,-1.5963633060455322,-1.648043155670166,-0.9271194934844971,0.4225614070892334,35.11683547496796,0.4877338260412216,71,0.7179481228813529 | |
| 73,783,-1.294532060623169,-1.142635464668274,-1.012673258781433,0.12073016166687012,35.23756563663483,0.4827063785840387,72,0.7173869009129703 | |
| 74,855,-1.5394926071166992,-1.4210448265075684,-1.1146214008331299,0.3656907081604004,35.60325634479523,0.481125085740476,73,0.7177400318905711 | |
| 75,783,-1.294532060623169,-1.1080069541931152,-1.2941433191299438,0.12073016166687012,35.7239865064621,0.4763198200861613,74,0.7173077613115311 | |
| 76,198,-1.84427011013031,-1.8113579750061035,-0.7387640476226807,0.6704682111740112,36.39445471763611,0.47887440417942245,75,0.7191654560156167 | |
| 77,783,-1.294532060623169,-1.2269461154937744,-0.9152345657348633,0.12073016166687012,36.51518487930298,0.47422318025068805,76,0.7171852411702275 | |
| 78,653,-1.5965672731399536,-1.793959379196167,-1.3594841957092285,0.4227653741836548,36.93795025348663,0.47356346478829014,77,0.7186779151670635 | |
| 79,247,-1.9238181114196777,-1.716099739074707,-0.16804003715515137,0.7500162124633789,37.68796646595001,0.47706286665759506,78,0.7184494542889297 | |
| 80,746,-1.3447200059890747,-1.085796594619751,-1.0017468929290771,0.17091810703277588,37.85888457298279,0.47323605716228484,79,0.7181170228868723 | |
| 81,233,-1.1738018989562988,-1.1606066226959229,-0.5747472643852234,0.0,37.85888457298279,0.4673936367034912,80,0.7186406850814819 | |
| 82,783,-1.294532060623169,-1.2857177257537842,-0.9774050712585449,0.12073016166687012,37.97961473464966,0.46316603334938605,81,0.719315336085856 | |
| 83,99,-1.8771995306015015,-1.9576473236083984,-1.1314196586608887,0.7033976316452026,38.68301236629486,0.46606038995535976,82,0.7176669021137059 | |
| 84,783,-1.294532060623169,-1.4024138450622559,-0.8386608362197876,0.12073016166687012,38.80374252796173,0.46194931580906823,83,0.7203665897250175 | |
| 85,783,-1.294532060623169,-1.1584548950195312,-1.475093126296997,0.12073016166687012,38.9244726896286,0.45793497281916,84,0.7213621530681849 | |
| 86,783,-1.294532060623169,-1.3808643817901611,-1.0070292949676514,0.12073016166687012,39.04520285129547,0.4540139866429706,85,0.7211263030767441 | |
| 87,0,-1.3719077110290527,-1.4529048204421997,-0.3211163878440857,0.1981058120727539,39.243308663368225,0.45107251337204857,86,0.7188687659800053 | |
| 88,783,-1.294532060623169,-1.276753306388855,-1.0656931400299072,0.12073016166687012,39.364038825035095,0.44731862301176245,87,0.7189046652056277 | |
| 89,233,-1.1738018989562988,-1.273681402206421,-1.1843736171722412,0.0,39.364038825035095,0.44229257106781006,88,0.7190579660236835 | |
| 90,855,-1.5394926071166992,-1.48473060131073,-1.022925615310669,0.3656907081604004,39.729729533195496,0.4414414392577277,89,0.7186661651358008 | |
| 91,783,-1.294532060623169,-1.3547565937042236,-0.9935926198959351,0.12073016166687012,39.850459694862366,0.43791713950398203,90,0.7212487431243062 | |
| 92,653,-1.5965672731399536,-1.5327969789505005,-0.45792168378829956,0.4227653741836548,40.27322506904602,0.43775244640267413,91,0.7179624927230179 | |
| 93,783,-1.294532060623169,-1.4677971601486206,-1.5488841533660889,0.12073016166687012,40.39395523071289,0.4343436046313214,92,0.7239615111611784 | |
| 94,783,-1.294532060623169,-1.2964286804199219,-1.0993125438690186,0.12073016166687012,40.51468539237976,0.4310072914082953,93,0.7205217108130455 | |
| 95,233,-1.1738018989562988,-1.182939052581787,-1.810377836227417,0.0,40.51468539237976,0.4264703725513659,94,0.7195656881667674 | |
| 96,783,-1.294532060623169,-1.2595463991165161,-0.9550210237503052,0.12073016166687012,40.63541555404663,0.4232855786879857,95,0.7204789500683546 | |
| 97,783,-1.294532060623169,-1.3710358142852783,-1.316483974456787,0.12073016166687012,40.7561457157135,0.4201664506774588,96,0.7178783928975463 | |
| 98,778,-1.955883264541626,-1.9281010627746582,-1.1632362604141235,0.7820813655853271,41.53822708129883,0.42385946001325336,97,0.9039069078862667 | |
| 99,783,-1.294532060623169,-1.1901259422302246,-1.127373456954956,0.12073016166687012,41.6589572429657,0.4207975479087444,98,0.9041198780760169 | |
| 100,746,-1.3447200059890747,-1.3024916648864746,-1.0209723711013794,0.17091810703277588,41.829875349998474,0.41829875349998474,99,0.9050158811733127 | |
| 101,783,-1.294532060623169,-1.3423250913619995,-1.5216584205627441,0.12073016166687012,41.950605511665344,0.41535252981846876,100,0.9047015910036862 | |
| 102,488,-1.5257058143615723,-1.4853533506393433,1.0674606561660767,0.35190391540527344,42.30250942707062,0.4147304845791237,101,0.9044906497001648 | |
| 103,488,-1.5257058143615723,-1.4373044967651367,-0.9512745141983032,0.35190391540527344,42.65441334247589,0.41412051788811544,102,0.9054459230974317 | |
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