accuracy,precision,recall,f1_binary,f1_macro,f1_weighted,fpr,auc_roc,threshold,round,comm_mb,round_time_s
0.6502,0.6045422285308729,0.8567692617179642,0.7088881491344874,0.6353809483147387,0.6349546065499841,0.5539868761185126,0.701601281867122,0.4649481773376465,1,19.016,139.92
0.6529,0.6055149127743388,0.8658217662442165,0.7126417749813726,0.6372197638951806,0.6367823162308808,0.5575661165241599,0.7069746826283236,0.46285831928253174,2,19.016,32.02
0.6478,0.6077003121748179,0.8223697445182055,0.6989228928021884,0.6373438843678492,0.63698672611893,0.5247564128057268,0.7277221805741545,0.49457404017448425,3,19.016,32.21
0.7179,0.7110325873576757,0.7286260309796821,0.7197218082463984,0.7178880807714125,0.7178774451520575,0.29270232650626365,0.7940209308641142,0.5532886981964111,4,19.016,31.1
0.7444,0.8921727833712244,0.5526051096358882,0.6824844720496894,0.7342966293302841,0.7345971398425115,0.06601710081527143,0.8256466347527931,0.5794373750686646,5,19.016,29.37
0.7283,0.7331402565163426,0.7129350231341782,0.7228964813870474,0.7281966467749361,0.7282273877341858,0.256512229071386,0.8308394494390792,0.5692012310028076,6,19.016,30.02
0.7372,0.7805988023952096,0.6556024944679139,0.7126612726875137,0.7352692764764268,0.7354004028984026,0.1821435673096043,0.8375162540467862,0.5530263781547546,7,19.016,30.3
0.7399,0.7825464949928469,0.660229330114665,0.7162029459901801,0.7380737849470974,0.7382006358130475,0.1813481805527938,0.8439968920554488,0.543044924736023,8,19.016,30.4
0.7479,0.822538177988415,0.6284449808891571,0.7125099783327632,0.7440209939745019,0.7442037578652241,0.1340226685225691,0.8500290549774094,0.5591830611228943,9,19.016,29.9
0.7543,0.8064358849341785,0.6654596660631663,0.7291965171387633,0.7521703277558006,0.7523035758573795,0.15788427122688406,0.8551047057223006,0.5262390375137329,10,19.016,29.76
0.7622,0.8015817632007444,0.6932206799436733,0.7434735706580367,0.7609259745182075,0.7610271984605964,0.16961622588983893,0.8629592699498412,0.5069475173950195,11,19.016,30.26
0.7688,0.8257779955893163,0.6779320056326695,0.7445868316394167,0.7667033537079071,0.7668316295359043,0.14137999602306622,0.8703859397830143,0.49862411618232727,12,19.016,29.96
0.7784,0.8280542986425339,0.6994568497284248,0.7583424209378408,0.7768628078835095,0.7769702261277944,0.1435673096042951,0.8759169058447125,0.489203542470932,13,19.016,29.73
0.7804,0.8462690291989019,0.6821565077449205,0.7554020940075741,0.7780821030734659,0.7782136471260481,0.12248956054881686,0.8792049164533894,0.47099369764328003,14,19.016,29.75
0.7854,0.7832364146781632,0.7857573928786964,0.7844948784896566,0.7853962143892219,0.7854014421374393,0.21495327102803738,0.8885661713660048,0.441704124212265,15,19.016,29.23
0.7913,0.8369158878504673,0.7205793602896802,0.7744027672684034,0.7901225856064782,0.7902137605528391,0.1387949890634321,0.8927150909356592,0.49031394720077515,16,19.016,28.9
0.7876,0.8222775639574372,0.7306376986521826,0.7737537281636131,0.7868014777267368,0.7868771546742029,0.15609465102406045,0.8948253019231567,0.45586466789245605,17,19.016,29.83
0.7928,0.7602801221045071,0.8517400925367129,0.8034155597722961,0.7921940378142664,0.7921289529869098,0.26546033008550407,0.8974678308178288,0.43826940655708313,18,19.016,29.7
0.8023,0.7571281346616283,0.8867431100382217,0.8168257203743167,0.8010488979844865,0.8009573924146254,0.2811692185325114,0.9012359175762672,0.43775197863578796,19,19.016,29.78
0.7994,0.8165705744181081,0.7692617179641923,0.7922104827014709,0.7991595618610776,0.7991998665202034,0.17080930602505467,0.9013805824427934,0.46314477920532227,20,19.016,29.86
0.8003,0.8595261121856866,0.7151478575739287,0.780718128911826,0.7986946928411145,0.7987989569119044,0.115529926426725,0.902690826519404,0.4810384213924408,21,19.016,30.07
0.8108,0.8330088686999784,0.7746932206799437,0.8027934125495101,0.8104876153656642,0.8105322417419979,0.15350964406442633,0.9046757132909952,0.47256195545196533,22,19.016,29.87
0.8126,0.8291179596174283,0.7847515590424462,0.8063249276560562,0.8124030682449208,0.8124383214603362,0.1598727381189103,0.9068132851989142,0.47508177161216736,23,19.016,29.22
0.817,0.8455445544554455,0.7730838865419433,0.8076923076923077,0.8165703049335251,0.816621797317524,0.13959037582024258,0.9095094758987692,0.48514991998672485,24,19.016,29.57
0.8187,0.8368174061433447,0.7891772279219473,0.8122994098767988,0.8184889371209736,0.8185248363789899,0.15211771724000794,0.9108404806737699,0.4925917088985443,25,19.016,29.65
0.8122,0.8420703384207033,0.7658418829209415,0.8021491782553729,0.8117141018798752,0.8117695784368975,0.1419765360906741,0.9102503808228108,0.5013488531112671,26,19.016,29.57
0.8184,0.8600776078520885,0.7579963789981895,0.8058169375534645,0.8176342388744031,0.8177027792220646,0.121893020481209,0.9130289142926769,0.5054053068161011,27,19.016,29.75
0.8161,0.8473824312333629,0.7684570508951921,0.8059921932693322,0.8155994613338392,0.8156551834886133,0.13680652217140585,0.9138067004574033,0.5051292777061462,28,19.016,29.48
0.8176,0.8543120918712002,0.7632267149466908,0.806204844878878,0.8169671749894957,0.8170295965041372,0.12865380791409822,0.9166534162209217,0.5194365382194519,29,19.016,28.75
0.8208,0.8572712969206563,0.7672500502916918,0.8097664543524417,0.8201951364389808,0.8202556227950827,0.12626764764366674,0.91875158680338,0.5172531604766846,30,19.016,29.07