method,query_count,metric,value,ci_lower,ci_upper,targets,trial_values random,0,nfe,0.9799952161612602,0.7198079267672908,1.2785767903167262,14,18018 random,0,rmse,0.17422045296359712,0.15803831415827074,0.19068204978054845,14,18018 random,0,epsilon_regret,0.06904761904761907,0.03809523809523809,0.10357142857142858,14,18018 random,0,decision_utility,0.0,0.0,0.0,14,18018 random,0,improved,0.0,0.0,0.0,14,18018 random,0,near_optimal,0.2857142857142857,0.07142857142857142,0.5714285714285714,14,18018 random,1,nfe,0.8799158713050245,0.684786172297497,1.0878615713824853,14,18018 random,1,rmse,0.15938997408195463,0.14340121617750895,0.17497046826692683,14,18018 random,1,epsilon_regret,0.06636141636141636,0.035813977688977684,0.10071581196581197,14,18018 random,1,decision_utility,0.006513856513856513,-0.000932863432863433,0.013656944906944905,14,18018 random,1,improved,0.18492618492618493,0.10384060384060383,0.26756576756576755,14,18018 random,1,near_optimal,0.3956043956043956,0.20062853812853815,0.6104173604173602,14,18018 random,2,nfe,0.8398658237528779,0.6556398730723605,1.0301509413479844,14,18018 random,2,rmse,0.15278013486401096,0.13471908869211666,0.17027613209332784,14,18018 random,2,epsilon_regret,0.05263162763162764,0.027464988714988713,0.08134761072261072,14,18018 random,2,decision_utility,0.02372442372442372,0.013352342102342105,0.03447668072668073,14,18018 random,2,improved,0.3281163281163281,0.19497030747030744,0.4588758463758463,14,18018 random,2,near_optimal,0.4915639915639916,0.3173396048396048,0.6776029526029524,14,18018 random,3,nfe,0.8138360856463628,0.6363710889898566,0.9959105710905526,14,18018 random,3,rmse,0.14845990581269314,0.12966195624349397,0.16673739674458848,14,18018 random,3,epsilon_regret,0.04234839234839235,0.020153688903688904,0.06845268157768156,14,18018 random,3,decision_utility,0.03747548747548747,0.02258237133237133,0.052049894549894546,14,18018 random,3,improved,0.4287934287934287,0.26162726162726163,0.5860320235320233,14,18018 random,3,near_optimal,0.5773115773115772,0.4146395271395271,0.7424270174270174,14,18018 random,5,nfe,0.7847261992796869,0.6113809462648211,0.9616641022621254,14,18018 random,5,rmse,0.1432863969458826,0.12386293403574293,0.16216678454184003,14,18018 random,5,epsilon_regret,0.0277962777962778,0.010724345099345098,0.0484933584933585,14,18018 random,5,decision_utility,0.057960557960557955,0.03566983941983942,0.07869454619454616,14,18018 random,5,improved,0.5574980574980575,0.35037046287046286,0.7450924075924076,14,18018 random,5,near_optimal,0.7072927072927072,0.5693195693195694,0.8398892773892774,14,18018 random,AUC,nfe,0.8430519261775528,0.6559241437016641,1.038681983026626,14, random,AUC,rmse,0.1530513182185373,0.13620890079765344,0.16945156712677456,14, random,AUC,epsilon_regret,0.04896714396714397,0.024976065601065602,0.07668142736892732,14, farthest_first,0,nfe,0.9799952161612602,0.7198079267672908,1.2785767903167262,14,18018 farthest_first,0,rmse,0.17422045296359712,0.15803831415827074,0.19068204978054845,14,18018 farthest_first,0,epsilon_regret,0.06904761904761907,0.03809523809523809,0.10357142857142858,14,18018 farthest_first,0,decision_utility,0.0,0.0,0.0,14,18018 farthest_first,0,improved,0.0,0.0,0.0,14,18018 farthest_first,0,near_optimal,0.2857142857142857,0.07142857142857142,0.5714285714285714,14,18018 farthest_first,1,nfe,0.9187580937646925,0.6963508861774701,1.1628105944162939,14,18018 farthest_first,1,rmse,0.16457751921164473,0.14857690203562116,0.17989177009550691,14,18018 farthest_first,1,epsilon_regret,0.058607133607133606,0.031700937950937945,0.08843522218522216,14,18018 farthest_first,1,decision_utility,0.015445665445665446,0.00313196063196063,0.029997779997779996,14,18018 farthest_first,1,improved,0.185980685980686,0.10606060606060608,0.26728826728826727,14,18018 farthest_first,1,near_optimal,0.416971916971917,0.22516233766233765,0.6281066156066154,14,18018 farthest_first,2,nfe,0.8570873900025123,0.6621316113451126,1.0620507798150587,14,18018 farthest_first,2,rmse,0.1554371107472042,0.13700655991113317,0.172993237657259,14,18018 farthest_first,2,epsilon_regret,0.04483664483664484,0.024437090687090688,0.06733923483923485,14,18018 farthest_first,2,decision_utility,0.03337773337773337,0.017262321012321013,0.0505037555037555,14,18018 farthest_first,2,improved,0.36063936063936064,0.217005217005217,0.5025585525585525,14,18018 farthest_first,2,near_optimal,0.5246975246975246,0.35730380730380723,0.7007992007992009,14,18018 farthest_first,3,nfe,0.813908782615127,0.6313431540180219,1.0011073755252284,14,18018 farthest_first,3,rmse,0.14839660161778231,0.12946203031626038,0.1665787528046133,14,18018 farthest_first,3,epsilon_regret,0.036790061790061786,0.01809061309061309,0.058158161283161265,14,18018 farthest_first,3,decision_utility,0.043989343989343996,0.02579055204055204,0.06199730824730823,14,18018 farthest_first,3,improved,0.4494949494949495,0.27849372849372855,0.6141095016095015,14,18018 farthest_first,3,near_optimal,0.5926850926850926,0.44250194250194247,0.7493617493617493,14,18018 farthest_first,5,nfe,0.7847261992796869,0.6113809462648211,0.9616641022621254,14,18018 farthest_first,5,rmse,0.1432863969458826,0.12386293403574293,0.16216678454184003,14,18018 farthest_first,5,epsilon_regret,0.0277962777962778,0.010724345099345098,0.0484933584933585,14,18018 farthest_first,5,decision_utility,0.057960557960557955,0.03566983941983942,0.07869454619454616,14,18018 farthest_first,5,improved,0.5574980574980575,0.35037046287046286,0.7450924075924076,14,18018 farthest_first,5,near_optimal,0.7072927072927072,0.5693195693195694,0.8398892773892774,14,18018 farthest_first,AUC,nfe,0.8542864930100426,0.6579408597005802,1.063350278888106,14, farthest_first,AUC,rmse,0.15460123116264074,0.13785322175170606,0.17059357737525338,14, farthest_first,AUC,epsilon_regret,0.04418979168979169,0.022918065730565734,0.06812749287749288,14,