query_id,target_molecule,target_dose_um,context,method,ablation,candidates,dose_regret,seconds,endpoint_loss,regret,success,best_of_10,entropy,effective_actions,unique_molecules_10,solver_status,solver_violation,estimated_worst_regret 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,uniform,none,6,0.0,0.0013273689983179793,1.4797382676103594,0.8229970926981272,0.3333333333333333,0.6818549554841797,1.7917594692280547,5.999999999999998,5.030966502660926,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,mean,none,6,0.0,0.0010496300019440241,0.8361253218547141,0.17938414694248184,1.0,0.8361253218547142,-0.0,1.0,1.0,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,gibbs,none,6,0.0,0.0012023710005450994,0.8437882195275845,0.18704704461535226,0.904385896615232,0.660328857851082,0.964014801904684,2.622202994086098,2.7102352149497677,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,marginal,none,6,0.0,0.0011351690009178128,0.7723094618408193,0.115568286928587,0.9877254010412058,0.6576380956469449,0.7526491311714294,2.122615662353522,2.115452159537401,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,absolute,none,6,0.0,0.1759201889981341,0.8938512037512288,0.23711002883899657,0.8510410125018211,0.6576380956469446,1.151514064974648,3.162978240694389,3.1071433102924257,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,thompson,none,6,0.0,0.001231784997798968,0.9635401592192263,0.30679898430699404,0.6875,0.6576380956469446,1.2511559833636317,3.4943800688212554,3.386541112971827,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,finite-minimax,none,6,0.0,0.005598998999630567,1.0640742220456179,0.4073330471333856,0.4650288000851047,0.6773703518106177,1.1152006558760126,3.0501801543532907,3.0690752592099746,,, 0,4d2dddf7eaaab030af74,5.0,CVCL_0023,remedi,none,6,0.0,0.021281839999574004,0.9479419169923252,0.29120074208009294,0.6918164639744862,0.6719888274023432,1.1353011500543702,3.1121106140791635,3.0516120561961366,optimal,0.0,0.1805705751537281 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,uniform,none,6,0.0,0.001499417001468828,2.3186385688646336,1.863473864868645,0.16666666666666666,0.7939951969861689,1.7917594692280547,5.999999999999998,5.030966502660926,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,mean,none,6,0.0,0.001110150999011239,0.45516470399598863,0.0,1.0,0.4551647039959886,-0.0,1.0,1.0,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,gibbs,none,6,0.0,0.0012694809993263334,1.1493566627048921,0.6941919587089035,0.7150570849791218,0.4551647039959886,0.6130092370519638,1.8459780345237102,1.9888700487191797,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,marginal,none,6,0.0,0.0012514839982031845,0.814321378458233,0.3591566744622444,0.8527255077375564,0.4551647039959886,0.4225841351547329,1.5258995960015183,1.801780461663748,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,absolute,none,6,0.0,0.006859246997919399,1.3636923643606615,0.9085276603646729,0.6227596603882732,0.4551647039959886,0.7602652466647268,2.138843466359281,2.204928400110453,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,thompson,none,6,0.0,0.0010454939983901568,2.23359208609533,1.7784273820993417,0.25,0.5751017060380507,1.2130075659799042,3.363585661014858,3.4165587704628706,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,finite-minimax,none,6,0.0,0.005003091999242315,1.4319966741921175,0.9768319701961289,0.5958061003331557,0.4551647039959886,0.7667494824698613,2.1527572932618186,2.1856554603285705,,, 1,952d4eb68fe7ff02293e,5.0,CVCL_0023,remedi,none,6,0.0,0.012374489997455385,1.5029403424617436,1.047775638465755,0.5702032760750585,0.4551647039959886,0.6995428689912393,2.012832369037561,2.020686665733723,optimal,0.0,0.15921518655635364 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,uniform,none,6,0.0,0.0012619500012078788,1.843886655203399,1.1871454802911667,0.16666666666666666,0.750352056712608,1.7917594692280547,5.999999999999998,5.030966502660926,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,mean,none,6,0.0,0.0010836020010174252,1.1844419840640414,0.5277008091518092,0.0,1.1844419840640412,-0.0,1.0,1.0,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,gibbs,none,6,0.0,0.0011860160011565313,1.811495327413881,1.1547541525016487,0.00018426967577716134,1.1844419840640412,0.9087260139024683,2.4811595562377593,2.579600967875729,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,marginal,none,6,0.0,0.0012810789994546212,2.6627841000681203,2.006042925155888,6.556237635930052e-05,1.7707369188718212,0.48754927434281414,1.6283207586040636,1.947327568468316,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,absolute,none,6,0.0,0.006626345999393379,2.2712622465978116,1.6145210716855793,0.0020254421148502037,1.2018175342903652,1.3729351889797083,3.946918662242241,3.7819180616639283,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,thompson,none,6,0.0,0.0011304519975965377,1.738914945707029,1.0821737707947967,0.125,0.7889261754258163,1.461472129304024,4.31230312570097,4.021673919129171,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,finite-minimax,none,6,0.0,0.005141850997461006,2.1717990799792997,1.5150579050670674,0.07573218629383602,0.9316162860861898,1.5381906792239834,4.6561581613950676,4.3312157166056995,,, 2,7e32a4923f53cf86b1ac,5.0,CVCL_0023,remedi,none,6,0.0,0.019209931000659708,2.0099986658548454,1.3532574909426132,0.00022779351908091826,1.1791649759725231,1.1190650129027855,3.0619899433897673,3.031866728797554,optimal,0.0,0.2642535768314859 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,uniform,none,6,0.0,0.0013346289997571148,1.7108286910786454,1.2556639870826567,0.16666666666666666,0.6387157319132072,1.7917594692280547,5.999999999999998,5.030966502660926,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,mean,none,6,0.0,0.0010698209989641327,1.6686370480157346,1.213472344019746,0.0,1.6686370480157349,-0.0,1.0,1.0,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,gibbs,none,6,0.0,0.001193427000544034,1.5576594632468097,1.102494759250821,0.1727505918538528,0.6553876407592466,1.2242500690614362,3.4016141503314765,3.493234091303685,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,marginal,none,6,0.0,0.0011461649992270395,1.6951754027700967,1.2400106987741082,0.022429546181702533,1.4684141112524762,0.613016062151079,1.845990633549755,2.2323819363202313,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,absolute,none,6,0.0,0.0064251929979946,1.6275169218522685,1.1723522178562797,0.13074741532920992,0.78280223688132,1.3085825014018688,3.7009239378216603,3.731772125370696,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,thompson,none,6,0.0,0.0011979139999311883,1.8060006554754133,1.3508359514794246,0.0625,1.0877004992005133,1.6843729712135975,5.389070770225885,4.675035286509228,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,finite-minimax,none,6,0.0,0.004858926000451902,1.7321354866050187,1.27697078260903,0.15914354634750294,0.7039265345200366,1.5679213874531976,4.796667411215066,4.249188314216482,,, 3,c2b4eac6bdcc4471946b,5.0,CVCL_0023,remedi,none,6,0.0,0.02921563400013838,1.3783086766733001,0.9231439726773115,0.33147565921296035,0.4733667891562848,1.4538691089986715,4.2796409205169565,3.974118065400982,optimal,0.0,0.20126312730353998