iteration,candidate_index,outcome,observation,acquisition,regret,cumulative_regret,average_regret,n_observations_used_for_fit,elapsed_seconds
1,732,-1.7665328979492188,-1.846092939376831,,0.5927309989929199,0.5927309989929199,0.5927309989929199,0,0.0010070530697703362
2,746,-1.3447200059890747,-1.2036815881729126,-0.753501296043396,0.17091810703277588,0.7636491060256958,0.3818245530128479,1,0.35433828504756093
3,84,-1.6573584079742432,-1.6342052221298218,-0.30111363530158997,0.48355650901794434,1.2472056150436401,0.4157352050145467,2,0.3444689540192485
4,781,-1.837785005569458,-1.9541078805923462,0.7315618991851807,0.6639831066131592,1.9111887216567993,0.47779718041419983,3,0.3429109789431095
5,961,-1.7062368392944336,-1.6196403503417969,0.2686516344547272,0.5324349403381348,2.443623661994934,0.48872473239898684,4,0.34390134224668145
6,811,-1.9834246635437012,-2.0389022827148438,-0.040058210492134094,0.8096227645874023,3.2532464265823364,0.5422077377637228,5,0.34553157817572355
7,783,-1.294532060623169,-1.347038984298706,-0.3313247263431549,0.12073016166687012,3.3739765882492065,0.48199665546417236,6,0.3477935642004013
8,746,-1.3447200059890747,-1.3455902338027954,-0.5679505467414856,0.17091810703277588,3.5448946952819824,0.4431118369102478,7,0.3478225441649556
9,855,-1.5394926071166992,-1.5682827234268188,-0.55572509765625,0.3656907081604004,3.910585403442383,0.4345094892713759,8,0.3486701468937099
10,746,-1.3447200059890747,-1.1072962284088135,-0.8791325092315674,0.17091810703277588,4.081503510475159,0.40815035104751585,9,0.34621437918394804
11,746,-1.3447200059890747,-1.3377423286437988,-0.7545044422149658,0.17091810703277588,4.252421617507935,0.38658378340981225,10,0.3475040029734373
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13,649,-3.7056145668029785,-4.0027241706848145,9.16238021850586,2.5318126678466797,6.784234285354614,0.5218641757965088,12,0.34812290500849485
14,265,-1.783605933189392,-1.8336611986160278,-0.05508917570114136,0.6098040342330933,7.3940383195877075,0.5281455942562648,13,0.3470701319165528
15,913,-2.5869059562683105,-2.5597195625305176,1.6219463348388672,1.4131040573120117,8.80714237689972,0.587142825126648,14,0.3464536196552217
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17,746,-1.3447200059890747,-1.4193230867385864,-0.777313232421875,0.17091810703277588,9.148978590965271,0.5381752112332512,16,0.3466101111844182
18,855,-1.5394926071166992,-1.4473224878311157,-1.0513105392456055,0.3656907081604004,9.514669299125671,0.5285927388403151,17,0.346967491786927
19,709,-1.6892738342285156,-1.545337200164795,-0.2518231272697449,0.5154719352722168,10.030141234397888,0.5279021702314678,18,0.34640261018648744
20,427,-2.201070547103882,-2.304617404937744,0.3511601388454437,1.027268648147583,11.057409882545471,0.5528704941272735,19,0.34807781502604485
21,783,-1.294532060623169,-1.086883544921875,0.15165585279464722,0.12073016166687012,11.178140044212341,0.5322923830577305,20,0.3462923797778785
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23,254,-1.4836585521697998,-1.2890383005142212,0.43326783180236816,0.309856653213501,11.608726859092712,0.5047272547431614,22,0.3551779561676085
24,482,-1.9676936864852905,-1.7138057947158813,1.1348981857299805,0.7938917875289917,12.402618646621704,0.516775776942571,23,0.34830880584195256
25,88,-1.5379464626312256,-1.6859384775161743,0.9267179369926453,0.36414456367492676,12.76676321029663,0.5106705284118652,24,0.34492236468940973
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27,783,-1.294532060623169,-1.4104368686676025,-1.3633984327316284,0.12073016166687012,13.008223533630371,0.48178605680112485,26,0.34393232222646475
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37,860,-2.4281227588653564,-2.3357644081115723,0.2256232500076294,1.2543208599090576,21.09840214252472,0.5702270849331005,36,0.5313510759733617
38,419,-1.4512594938278198,-1.3552922010421753,-0.5601867437362671,0.277457594871521,21.37585973739624,0.5625226246683221,37,0.5307627329602838
39,20,-2.0050508975982666,-1.8530793190002441,1.0629949569702148,0.8312489986419678,22.207108736038208,0.5694130445138003,38,0.5306007331237197
40,653,-1.5965672731399536,-1.6038856506347656,0.316171795129776,0.4227653741836548,22.629874110221863,0.5657468527555466,39,0.5324700991623104
41,783,-1.294532060623169,-1.2465476989746094,-0.7938677668571472,0.12073016166687012,22.750604271888733,0.5548927871192374,40,0.5304855331778526
42,783,-1.294532060623169,-1.2730518579483032,-0.6466958522796631,0.12073016166687012,22.871334433555603,0.5445555817513239,41,0.5309065347537398
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44,746,-1.3447200059890747,-1.1568803787231445,-1.2348512411117554,0.17091810703277588,23.16298270225525,0.5264314250512556,43,0.5300394520163536
45,617,-1.6322894096374512,-1.7066898345947266,0.5274767875671387,0.45848751068115234,23.6214702129364,0.5249215602874756,44,0.5298509909771383
46,746,-1.3447200059890747,-1.4100831747055054,-0.20831626653671265,0.17091810703277588,23.792388319969177,0.5172258330428082,45,0.5296619897708297
47,746,-1.3447200059890747,-1.2900896072387695,-1.0441868305206299,0.17091810703277588,23.963306427001953,0.5098575835532331,46,0.531653736717999
48,783,-1.294532060623169,-1.4189684391021729,-1.6650381088256836,0.12073016166687012,24.084036588668823,0.5017507622639338,47,0.5305814342573285
49,783,-1.294532060623169,-1.1802053451538086,-0.8778223991394043,0.12073016166687012,24.204766750335693,0.49397483163950395,48,0.5300126220099628
50,783,-1.294532060623169,-1.3156646490097046,-0.9779402017593384,0.12073016166687012,24.325496912002563,0.4865099382400513,49,0.5291438088752329
51,475,-1.584910273551941,-1.6478536128997803,-0.17262232303619385,0.4111083745956421,24.736605286598206,0.48503147620780795,50,0.5295204198919237
52,783,-1.294532060623169,-1.3277626037597656,-0.7254553437232971,0.12073016166687012,24.857335448265076,0.4780256816974053,51,0.5325469300150871
53,687,-1.7413376569747925,-1.8447117805480957,-1.1434974670410156,0.5675357580184937,25.42487120628357,0.47971455106195415,52,0.5295936400070786
54,331,-3.028745174407959,-3.2545571327209473,1.0448946952819824,1.8549432754516602,27.27981448173523,0.5051817496617635,53,0.5306000742129982
55,783,-1.294532060623169,-1.2133772373199463,-0.7918818593025208,0.12073016166687012,27.4005446434021,0.4981917207891291,54,0.5289405779913068
56,379,-1.6921745538711548,-1.8432414531707764,1.7307348251342773,0.518372654914856,27.918917298316956,0.49855209461280275,55,0.5306160328909755
57,205,-1.86483895778656,-1.9335461854934692,0.44479048252105713,0.6910370588302612,28.609954357147217,0.5019290238096002,56,0.5295819509774446
58,836,-1.4943549633026123,-1.6276285648345947,-0.07478772103786469,0.3205530643463135,28.93050742149353,0.49880185209471606,57,0.5288558378815651
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