File size: 25,390 Bytes

a3b47c8

epoch,steps,cosine_accuracy,cosine_accuracy_threshold,cosine_f1,cosine_precision,cosine_recall,cosine_f1_threshold,cosine_ap,cosine_mcc
0.0030599755201958386,100,0.7559531078275735,0.7696366906166077,0.7402572470723747,0.7776283947297661,0.706313347173037,0.7611129283905029,0.8502092682670521,0.5064693930903874
0.006119951040391677,200,0.7756746855537917,0.7585244178771973,0.761779283518414,0.7833548387096774,0.7413603614604958,0.7469871044158936,0.8687513209441853,0.5371015577705064
0.009179926560587515,300,0.8146293808767859,0.740249514579773,0.8054715078164397,0.832442996742671,0.7801929417511295,0.7277845740318298,0.9041132910144216,0.6243841709003597
0.012239902080783354,400,0.8675662474050556,0.7106977105140686,0.8625062158130283,0.8783390302569946,0.847234094517035,0.6993975639343262,0.9430533262229472,0.7303396537711183
0.015299877600979192,500,0.8962022224935889,0.7044580578804016,0.8945278570542252,0.9091940976163451,0.8803272682867261,0.7044580578804016,0.9610205863966098,0.7928041414988424
0.01835985312117503,600,0.907314690438393,0.7202972769737244,0.9071673189823874,0.9086120298909715,0.9057271950177067,0.7202972769737244,0.9676495604280982,0.814633486870792
0.021419828641370868,700,0.9136646721211381,0.6969291567802429,0.9126142147544,0.9166050751416605,0.9086579557943583,0.6790461540222168,0.9711415077998984,0.8260171260672886
0.02447980416156671,800,0.9101843936988643,0.721915602684021,0.909191311817401,0.9136761622888149,0.9047502747588229,0.7162622809410095,0.9688835804334788,0.8193088493594396
0.027539779681762546,900,0.9109781414092075,0.7072920799255371,0.9103532277710109,0.9080306159640384,0.9126877518622543,0.6955622434616089,0.9707151748240789,0.8202574608361136
0.030599755201958383,1000,0.9098180486017828,0.7010331153869629,0.9093235831809872,0.9075538255686656,0.911100256441568,0.6836122274398804,0.9704434872254535,0.8182990795730892
0.033659730722154224,1100,0.9080473806325559,0.7565687298774719,0.9075260941219556,0.9072492067366366,0.9078031505678349,0.7390450239181519,0.9689816552493894,0.8149958778899397
0.03671970624235006,1200,0.9104896812797655,0.688849151134491,0.9099854227405246,0.9052567975830815,0.9147637074123824,0.6731753349304199,0.9710430058201128,0.8190706908389036
0.0397796817625459,1300,0.9083526682134571,0.717343807220459,0.9087525513266899,0.8937300743889479,0.9242886799365002,0.6824024319648743,0.9690473170115579,0.8148616203913853
0.042839657282741736,1400,0.9091464159238002,0.7267435789108276,0.909234029669997,0.9017535431179438,0.9168396629625107,0.7015130519866943,0.9687674453885482,0.8170639163995232
0.04589963280293757,1500,0.9131151544755159,0.7244055271148682,0.9122050397387714,0.9205421536931112,0.9040175845646599,0.721208393573761,0.9711680950381874,0.8261191919360533
0.04895960832313342,1600,0.9166564904139699,0.7304688096046448,0.916590284142988,0.9173189823874756,0.9158627427036268,0.7304688096046448,0.9740223178820855,0.8333140308633251
0.052019583843329255,1700,0.910856026376847,0.6822342276573181,0.9105888054276714,0.9034739752374084,0.9178165832213946,0.6689512729644775,0.971365428285131,0.8198615271071124
0.05507955936352509,1800,0.9196483087068018,0.6848132014274597,0.919547188086446,0.9117647058823529,0.9274636707778727,0.6620544791221619,0.9756741572962884,0.8378333262011458
0.05813953488372093,1900,0.9176334106728539,0.7083348631858826,0.9169033661690941,0.9076334051208423,0.9263646354866284,0.6761096715927124,0.9749239331541188,0.8322690827239765
0.06119951040391677,2000,0.919709366222982,0.7221753597259521,0.9207628903194753,0.9074952561669829,0.9344242276224203,0.6992877721786499,0.9776475248089256,0.8395442113755189
0.06425948592411261,2100,0.9212358041274881,0.7260379791259766,0.9203821656050956,0.9232092394643077,0.9175723531566736,0.7132608890533447,0.9775198232271886,0.8412661393636754
0.06731946144430845,2200,0.9228843570643547,0.7037719488143921,0.9237425635478637,0.9093705631803124,0.9385761387226768,0.6830299496650696,0.9775932965121992,0.8454721691447477
0.07037943696450429,2300,0.9231896446452559,0.6664034128189087,0.9231143552311436,0.9196461035026058,0.9266088655513494,0.660559356212616,0.9774241318745966,0.8456708372324176
0.07343941248470012,2400,0.9303944315545244,0.6812952756881714,0.9307075127644056,0.9265399975795716,0.9349126877518622,0.6794530153274536,0.9810746518796424,0.8608240106495392
0.07649938800489596,2500,0.9273415557455122,0.7252803444862366,0.9277640089463821,0.918601867368925,0.937110758334351,0.7157295346260071,0.9791145043084131,0.85424595792119
0.0795593635250918,2600,0.9319819269752107,0.6229481101036072,0.9325829097070927,0.9244151169766047,0.9408963243375259,0.6229481101036072,0.9806100496532595,0.8641011990274955
0.08261933904528763,2700,0.9285016485529368,0.7082293629646301,0.9289980092899801,0.9179780639008107,0.9402857491757235,0.6919502019882202,0.9798647887188633,0.8565235471086364
0.08567931456548347,2800,0.9222737819025522,0.6501049995422363,0.9223644119439367,0.9205692738109719,0.9241665649041397,0.6425470113754272,0.9771972333407369,0.8444318960226701
0.08873929008567931,2900,0.9211747466113078,0.6883571147918701,0.9219420763044924,0.9130538922155689,0.9310050067163268,0.6883571147918701,0.975969597193187,0.8425123396586419
0.09179926560587515,3000,0.9260593479057272,0.6892489194869995,0.9260958821398382,0.9159202197539711,0.9365001831725486,0.6606489419937134,0.9796020048558218,0.8507459827657766
0.094859241126071,3100,0.9278300158749542,0.7035562992095947,0.928233151183971,0.9230769230769231,0.9334473073635364,0.7003395557403564,0.9795834338900734,0.8557140357931945
0.09791921664626684,3200,0.9194040786420808,0.7555397748947144,0.9195023783388219,0.9183822633694725,0.9206252289656857,0.7362636923789978,0.9752880697400396,0.8388106589704117
0.10097919216646267,3300,0.9190987910611796,0.7346861362457275,0.918968023255814,0.9115703472305658,0.9264867505189889,0.7147083282470703,0.9758503565408536,0.8367221151140594
0.10403916768665851,3400,0.919953596287703,0.7575704455375671,0.920153480723552,0.917861482381531,0.9224569544510929,0.7575704455375671,0.9767453568130421,0.83991771983763
0.10709914320685435,3500,0.9162901453168885,0.7085926532745361,0.916139240506329,0.9131384204779813,0.9191598485773599,0.7012300491333008,0.9744583715019807,0.831743569218058
0.11015911872705018,3600,0.9235559897423373,0.6762320399284363,0.9230956733698965,0.9212991120301667,0.9248992550983026,0.6497238874435425,0.9772175192096888,0.8458972875992821
0.11321909424724602,3700,0.9289290511661985,0.7182118892669678,0.928354584092289,0.9231976814394397,0.9335694223958969,0.6977107524871826,0.9797755435498244,0.8559582812722278
0.11627906976744186,3800,0.9289901086823787,0.7033054828643799,0.9290377692354629,0.9284146341463415,0.9296617413603615,0.7019356489181519,0.9808550018429334,0.8579809914191769
0.1193390452876377,3900,0.9277689583587739,0.684187114238739,0.9276631988805742,0.9243452958292919,0.9310050067163268,0.6761825084686279,0.9787124270168327,0.854827413409928
0.12239902080783353,4000,0.9266088655513494,0.7015459537506104,0.9268233288688665,0.9241228602646595,0.929539626328001,0.6974666714668274,0.9788650421530724,0.8532323886667315
0.12545899632802937,4100,0.9242886799365002,0.6805301904678345,0.9241033174195127,0.9263713339060007,0.9218463792892905,0.6796755790710449,0.9773555673812847,0.8485874832977017
0.12851897184822522,4200,0.9229454145805349,0.6925046443939209,0.9230114844746915,0.9186018384131591,0.9274636707778727,0.6803103089332581,0.9759578830742893,0.8453195902970937
0.13157894736842105,4300,0.9321650995237514,0.6695188283920288,0.932491500728509,0.9272002897500905,0.9378434485285139,0.6626834869384766,0.9805850689933377,0.8642650250314557
0.1346389228886169,4400,0.9298449139089022,0.7065896987915039,0.9296765972938535,0.9239025566811384,0.9355232629136647,0.6918538808822632,0.9787373412938366,0.8585365913985961
0.13769889840881272,4500,0.9275857858102332,0.7496384382247925,0.9276829268292682,0.9264401412739008,0.9289290511661985,0.7496384382247925,0.9775772365529376,0.8551746577150326
0.14075887392900857,4600,0.9216632067407498,0.6984771490097046,0.9218493025522325,0.9196645600388916,0.9240444498717792,0.6984771490097046,0.9760600587013715,0.8433359775035096
0.1438188494492044,4700,0.9181218708022958,0.7237409353256226,0.9191066403209389,0.9016682330827067,0.9372328733667115,0.7104669809341431,0.9733674031929175,0.8356728985943559
0.14687882496940025,4800,0.9151911100256441,0.6978544592857361,0.9156187351922728,0.9110251450676983,0.9202588838686042,0.6791185140609741,0.9724367590636623,0.8304248756410666
0.1499388004895961,4900,0.9222737819025522,0.6965327262878418,0.921356644220671,0.9323580895223806,0.9106117963121261,0.6963460445404053,0.9753198266948309,0.8447773777347537
0.15299877600979192,5000,0.9291732812309196,0.6511410474777222,0.9292510368382533,0.9282319970756671,0.9302723165221639,0.6506874561309814,0.9793532587085049,0.8583486360261922
0.15605875152998777,5100,0.9253877152277445,0.6887203454971313,0.9256238293758685,0.9160487921549868,0.9354011478813042,0.6666831970214844,0.9772221671893356,0.849866065503859
0.1591187270501836,5200,0.9336915374282574,0.6688129901885986,0.9337077279941399,0.9334797998291224,0.9339357674929784,0.6688129901885986,0.9803618864983662,0.8673831783324276
0.16217870257037945,5300,0.9190377335449994,0.70039963722229,0.9198138860354101,0.9104066985645933,0.9294175112956405,0.6990407705307007,0.976180595456071,0.8381361041603513
0.16523867809057527,5400,0.9192209060935401,0.7586184144020081,0.9191660570592539,0.917711503347535,0.9206252289656857,0.7567623853683472,0.9768240145466124,0.838079691259818
0.16829865361077112,5500,0.9252045426792038,0.7402898073196411,0.9248225229051635,0.9190786300048239,0.9306386616192454,0.7151504158973694,0.9790028176855103,0.8487666159630501
0.17135862913096694,5600,0.920197826352424,0.7248013019561768,0.9209476610661187,0.9116907981333014,0.9303944315545244,0.7155802249908447,0.9762266988111314,0.8404504200746924
0.1744186046511628,5700,0.9263035779704482,0.666603684425354,0.9268440511546154,0.9200962695547533,0.9336915374282574,0.6606016159057617,0.980169986181284,0.8527002450978348
0.17747858017135862,5800,0.9247771400659421,0.6897342801094055,0.9249589191163046,0.9219849551079835,0.9279521309073147,0.6867343187332153,0.9788255429989939,0.8494499561809595
0.18053855569155447,5900,0.9233117596776164,0.6809947490692139,0.9237493929091791,0.9185077870336834,0.9290511661985591,0.6809947490692139,0.9784748915772069,0.8466793017582426
0.1835985312117503,6000,0.9131762119916962,0.7249506711959839,0.9128106384258982,0.8997627520759194,0.9262425204542679,0.7043192386627197,0.9736126316165905,0.8234119774437397
0.18665850673194614,6100,0.9324093295884723,0.6736559867858887,0.9320066334991709,0.9375926841324765,0.9264867505189889,0.6736559867858887,0.9833613583737078,0.8648793359514265
0.189718482252142,6200,0.9286237635852973,0.7209097743034363,0.9293707135122127,0.9159255306533856,0.9432165099523752,0.7056418657302856,0.9810741730295642,0.8570174689645386
0.19277845777233782,6300,0.9134814995725974,0.702934980392456,0.9140785498489427,0.9046764741059682,0.9236781047746978,0.6981043815612793,0.9740247914554327,0.8265347607230861
0.19583843329253367,6400,0.9209915740627671,0.7268674373626709,0.9199654704649155,0.9291318968738324,0.9109781414092075,0.7183736562728882,0.9776924607195169,0.8416553539924754
0.1988984088127295,6500,0.9296006838441813,0.7444727420806885,0.9296565188213043,0.928919775664472,0.9303944315545244,0.7444727420806885,0.9811236859525676,0.8592024503450111
0.20195838433292534,6600,0.9137867871534986,0.7916911840438843,0.9135937690154557,0.9104912067919951,0.9167175479301503,0.7843399047851562,0.9729929802613886,0.8266159823273621
0.20501835985312117,6700,0.9190987910611796,0.7128933668136597,0.9194861588565226,0.9083651096282174,0.9308828916839663,0.704377293586731,0.975305259713017,0.8372337163932873
0.20807833537331702,6800,0.9140310172182196,0.7480050921440125,0.9129846153846154,0.9202332216846545,0.9058493100500672,0.7420458793640137,0.9719784379238866,0.8274304291266643
0.21113831089351284,6900,0.9081084381487361,0.6377015709877014,0.9083602265115995,0.9058780665533155,0.910856026376847,0.6377015709877014,0.9700462837906066,0.8162292002125128
0.2141982864137087,7000,0.9125656368298938,0.6842540502548218,0.9133121363009178,0.8976415094339623,0.929539626328001,0.6702393293380737,0.9726227031410407,0.8240642443773057
0.21725826193390452,7100,0.9200757113200635,0.7225253582000732,0.9197756644720799,0.9183201460742544,0.9212358041274881,0.7061017751693726,0.9778441787456593,0.8393008477384131
0.22031823745410037,7200,0.9142752472829405,0.6875817775726318,0.9142580136944798,0.9073851335097426,0.9212358041274881,0.6739457845687866,0.9733452968143599,0.8273036162204643
0.2233782129742962,7300,0.8910733911344486,0.7347515821456909,0.8916028679061855,0.8872898778570565,0.895957992428868,0.7347515821456909,0.9587852356057759,0.7821841079366836
0.22643818849449204,7400,0.9161069727683477,0.6995314955711365,0.9155436307091896,0.9143727161997564,0.9167175479301503,0.6825233697891235,0.9741739531359902,0.8308734121916284
0.2294981640146879,7500,0.9134814995725974,0.7267876267433167,0.9137962236834168,0.9029566046733428,0.9248992550983026,0.69972825050354,0.9712517748781218,0.8257414686900146
0.23255813953488372,7600,0.9187324459640982,0.6799970865249634,0.9194667310128491,0.9085598474010491,0.9306386616192454,0.6650669574737549,0.976064989675818,0.8372236725445799
0.23561811505507957,7700,0.9148858224447429,0.7106497287750244,0.9144785276073619,0.9188756010356306,0.910123336182684,0.7106497287750244,0.9725892205634219,0.8298092880092747
0.2386780905752754,7800,0.9027353767248748,0.7086963057518005,0.9036115472883199,0.893894133110288,0.9135425570887776,0.7048485279083252,0.9637950468986387,0.8052989725309959
0.24173806609547124,7900,0.9106117963121261,0.7007696628570557,0.9107969778211065,0.908914021646601,0.9126877518622543,0.7007696628570557,0.9688550199103038,0.821230670992107
0.24479804161566707,8000,0.9074978629869337,0.668808102607727,0.9079813908525164,0.8985888543410667,0.9175723531566736,0.6610849499702454,0.9662521440804235,0.8142005163335333
0.24785801713586292,8100,0.8988887532055196,0.6615221500396729,0.8986251145737856,0.899339530332681,0.8979118329466357,0.6592295169830322,0.9626822261678896,0.797412166110421
0.25091799265605874,8200,0.9093295884723409,0.7155593633651733,0.9097821495383502,0.8993080410403245,0.9205031139333252,0.7080960273742676,0.9721053386946339,0.8176651483513268
0.25397796817625456,8300,0.912626694346074,0.7570853233337402,0.9135608577469043,0.9038967248386326,0.9234338747099768,0.7570853233337402,0.9742303094747796,0.8254462274450498
0.25703794369645044,8400,0.9034680669190377,0.7379767298698425,0.9034890093162029,0.901020160310906,0.9059714250824277,0.726468563079834,0.9677331960513507,0.8064598501202026
0.26009791921664627,8500,0.8915007937477103,0.7983366250991821,0.8921220723917671,0.8650074549833696,0.9209915740627671,0.7742539644241333,0.9597153025686048,0.7788952124116455
0.2631578947368421,8600,0.8983392355598975,0.6519132256507874,0.8984464039349769,0.8829285545861825,0.9145194773476615,0.6313162446022034,0.9645205957459244,0.7937674984456169
0.26621787025703797,8700,0.8971791427524728,0.7447474002838135,0.8973189859565931,0.8934624697336562,0.9012089388203688,0.7302950620651245,0.9642360557785197,0.7937775457476901
0.2692778457772338,8800,0.910123336182684,0.7241223454475403,0.9102197333982591,0.9074029126213592,0.9130540969593357,0.7112690210342407,0.9716486851812819,0.8198962278024342
0.2723378212974296,8900,0.9063377701795091,0.7285130620002747,0.9058405779355944,0.9082872928176795,0.9034070094028575,0.7157334089279175,0.9700994599315976,0.8121988043182744
0.27539779681762544,9000,0.9004762486262059,0.7136240601539612,0.900609756097561,0.8994032395566922,0.9018195139821712,0.713106095790863,0.965624661522658,0.8009553876842638
0.2784577723378213,9100,0.899987788496764,0.647773802280426,0.8995436568299361,0.8964346349745331,0.9026743192086946,0.6295216083526611,0.9650809143927708,0.7984074229680862
0.28151774785801714,9200,0.9187324459640982,0.7114584445953369,0.9187442852788784,0.9172346640701071,0.9202588838686042,0.7100129127502441,0.9744382713041218,0.8372252125746147
0.28457772337821297,9300,0.8986445231407987,0.7167163491249084,0.8991448844684334,0.8931325301204819,0.9052387348882648,0.7141998410224915,0.9628304202717828,0.7969959212761946
0.2876376988984088,9400,0.8847844669678837,0.7382583618164062,0.8864415959559488,0.8738728049359279,0.8993772133349616,0.7215628027915955,0.95631198170941,0.7698969001802933
0.29069767441860467,9500,0.8980339479789962,0.7310707569122314,0.8983184605111395,0.8931675519072911,0.9035291244352179,0.7160929441452026,0.9642848802071772,0.7955108531321082
0.2937576499388005,9600,0.8908291610697276,0.7059417963027954,0.8911741576432158,0.8830016782546152,0.899499328367322,0.6886712312698364,0.9604522524496325,0.7804512874340647
0.2968176254589963,9700,0.8986445231407987,0.7302447557449341,0.8986527491200388,0.8932319942091929,0.9041396995970203,0.7167613506317139,0.9629384671506672,0.7961272577423743
0.2998776009791922,9800,0.8948589571376236,0.6535990238189697,0.8950980987669319,0.8905003625815808,0.899743558432043,0.6473233103752136,0.9623062387346794,0.7891498516766804
0.302937576499388,9900,0.8956527048479668,0.7588706016540527,0.8953460038986355,0.8932782302175762,0.8974233728171938,0.7471199035644531,0.9619912325949354,0.7902148823168591
0.30599755201958384,10000,0.8951031872023446,0.7186424732208252,0.8942561147551031,0.8978335795174791,0.8907070460373672,0.7096943259239197,0.9610932510317467,0.7893764363258844
0.30905752753977966,10100,0.8718402735376725,0.7709835171699524,0.8722446077269496,0.8472430067917578,0.8987666381731592,0.7293912172317505,0.9445641575302932,0.738086069961593
0.31211750305997554,10200,0.9028574917572353,0.6604634523391724,0.9035119261656479,0.887136636459927,0.9205031139333252,0.6390008926391602,0.967468331268384,0.803963650543019
0.31517747858017137,10300,0.8925387715227745,0.7181675434112549,0.8949346697691067,0.8749416705552963,0.9158627427036268,0.7126755714416504,0.961468054811879,0.7858153598276649
0.3182374541003672,10400,0.8535840761997802,0.8207187056541443,0.8517060367454068,0.832536443148688,0.8717792160214922,0.7934520840644836,0.9344171505523892,0.6971969904850782
0.321297429620563,10500,0.981316400048846,0.9999999403953552,0.9809606769537084,1.0,0.962632800097692,0.9999999403953552,0.5000127554850988,0.0
0.3243574051407589,10600,0.8630479912077177,0.9999998807907104,0.8515454364948044,0.9296242774566474,0.7855660031749908,0.9999998807907104,0.5003198698403345,-0.0010421113938178714
0.3274173806609547,10700,0.9464525583099279,0.9999999403953552,0.9460805410390408,0.9526993561168895,0.9395530589815606,0.9999999403953552,0.4992052753212509,-0.0017994154061395154
0.33047735618115054,10800,0.8581023323971181,1.0,0.8346378255300982,1.0,0.7162046647942362,1.0,0.5027651555723502,0.012252937094201676
0.33353733170134636,10900,0.9612895347417267,1.0,0.9597306910569104,1.0,0.9225790694834534,1.0,0.5009200484599935,0.006780835952842553
0.33659730722154224,11000,0.8817926486750519,1.0,0.8659465447998892,1.0,0.7635852973501038,1.0,0.5004045047232222,0.0018660121652432891
0.33965728274173806,11100,0.8115765050677738,1.0,0.7678302738489317,1.0,0.6231530101355477,1.0,0.5010030004433417,0.004027802963461666
0.3427172582619339,11200,0.907314690438393,1.0,0.8978465679676986,1.0,0.8146293808767859,1.0,0.5032929861637256,0.016590123322427507
0.34577723378212977,11300,0.9666015386494078,1.0,0.9654475396374201,1.0,0.9332030772988155,1.0,0.5020236365850217,0.01570855189259346
0.3488372093023256,11400,0.8855782146782268,1.0,0.8707942636514064,1.0,0.7711564293564538,1.0,0.4971214200082962,-0.013933809661017227
0.3518971848225214,11500,0.9651361582610819,1.0,0.9638767634592269,1.0,0.9302723165221639,1.0,0.5006747292442486,0.005227866450637751
0.35495716034271724,11600,0.9769202588838686,1.0,0.9763750000000001,1.0,0.9538405177677373,1.0,0.5013163711016957,0.01218779883156445
0.3580171358629131,11700,0.8759311271217487,1.0,0.8583577303778057,1.0,0.7518622542434974,1.0,0.4992763117666774,-0.003399367955729297
0.36107711138310894,11800,0.8675051898888754,1.0,0.8472691441441442,1.0,0.7350103797777506,1.0,0.5006728698219275,0.0030387844149791583
0.36413708690330476,11900,0.9428501648552937,1.0,0.9393860898847299,1.0,0.8857003297105873,1.0,0.5015624636669682,0.00967322937360083
0.3671970624235006,12000,0.8896080107461228,1.0,0.8759094028826355,1.0,0.7792160214922457,1.0,0.5003361172258244,0.001617509293056509
0.37025703794369647,12100,0.9551837831237026,1.0,0.9530810534390182,1.0,0.910367566247405,1.0,0.5017748679487658,0.012183112554208278
0.3733170134638923,12200,0.9799120771767005,1.0,0.9795002803913015,1.0,0.9598241543534008,1.0,0.4998779197609656,-0.0012473536424786745
0.3763769889840881,12300,0.9533520576382952,1.0,0.9510695529652876,1.0,0.9067041152765906,1.0,0.5016238233580085,0.010957793142987216
0.379436964504284,12400,0.9810111124679448,1.0,0.9806435551129644,1.0,0.9620222249358896,1.0,0.5003971978509989,0.0041116178416418505
0.3824969400244798,12500,0.8854560996458664,1.0,0.8706385326161908,1.0,0.7709121992917328,1.0,0.5017172305847231,0.008094162484762088
0.38555691554467564,12600,0.9683111491024545,1.0,0.9672741030329781,1.0,0.936622298204909,1.0,0.5001813237044285,0.0014995925410829206
0.38861689106487146,12700,0.8482720722920991,1.0,0.8211329446483842,1.0,0.6965441445841983,1.0,0.5004251441267094,0.0017252051422621843
0.39167686658506734,12800,0.7667602881914763,1.0,0.787618396640953,0.6561457740177337,0.9849798510196606,0.9999999403953552,0.5044827248329115,0.0024851714207437836
0.39473684210526316,12900,0.8678715349859568,0.9999999403953552,0.8828624012125149,0.7929022848808945,0.9958480888997435,0.9999999403953552,0.5008016770116756,0.006330436314359067
0.397796817625459,13000,0.7986323116375625,1.0,0.7680182318868104,0.6282917734793755,0.9876663817315912,0.9999999403953552,0.5032959652942042,0.0011010478483544444
0.4008567931456548,13100,0.778788618878984,1.0,0.7805738251834907,0.640115688267021,1.0,0.9999999403953552,0.49884471455644475,0.0
0.4039167686658507,13200,0.8761753571864697,1.0,0.8586759581881533,1.0,0.7523507143729393,1.0,0.5026439261783292,0.01208018735157186
0.4069767441860465,13300,0.9558554158016852,1.0,0.9538166719897796,1.0,0.9117108316033704,1.0,0.5005195804269948,0.003639277140140096
0.41003671970624234,13400,0.9431554524361949,1.0,0.939729397293973,1.0,0.8863109048723898,1.0,0.5017162313510668,0.01063358186931358
0.4130966952264382,13500,0.9195261936744413,1.0,0.9124833997343957,1.0,0.8390523873488827,1.0,0.5020862791553211,0.011182986002179394
0.41615667074663404,13600,0.9479179386982538,1.0,0.9450563607085347,1.0,0.8958358773965075,1.0,0.5015316575663324,0.009867436920542795
0.41921664626682986,13700,0.92172426425693,1.0,0.9150768415474297,1.0,0.8434485285138601,1.0,0.5007033324688499,0.003850629577604178
0.4222766217870257,13800,0.9444987177921602,1.0,0.9412373133363501,1.0,0.8889974355843204,1.0,0.5009484107819917,0.005981021676233732
0.42533659730722156,13900,0.9526193674441323,1.0,0.9502627868222023,1.0,0.9052387348882648,1.0,0.5030426643156767,0.02007726330198755
0.4283965728274174,14000,0.9402246916595433,1.0,0.9364244431456588,1.0,0.8804493833190866,1.0,0.5015624928161067,0.009492201205108903
0.4314565483476132,14100,0.9306997191354256,1.0,0.925539591943843,1.0,0.8613994382708512,1.0,0.5015011228563651,0.008581604399134917
0.43451652386780903,14200,0.7710343143240933,0.9999999403953552,0.8136923688394276,0.6859033419884413,1.0,0.9999999403953552,0.5013202200492485,0.0
0.4375764993880049,14300,0.9372939308828917,1.0,0.9330988209237183,1.0,0.8745878617657834,1.0,0.5024868923963712,0.014688767005027458
0.44063647490820074,14400,0.9620222249358896,1.0,0.9605229753744605,1.0,0.9240444498717792,1.0,0.5006726104386309,0.005029732120832319
0.44369645042839656,14500,0.9396751740139211,1.0,0.9358024691358025,1.0,0.8793503480278422,1.0,0.5021474506126831,0.01292682369322942
0.4467564259485924,14600,0.9481011112467945,1.0,0.9452601751674394,1.0,0.8962022224935889,1.0,0.5019623970931844,0.012605095259407659
0.44981640146878826,14700,0.918671388447918,1.0,0.9114714874385219,1.0,0.8373427768958359,1.0,0.5001832527232775,0.0009917645298424488
0.4528763769889841,14800,0.8850897545487849,1.0,0.8701710816777042,1.0,0.7701795090975699,1.0,0.5006421730203704,0.0030417376340382343
0.4559363525091799,14900,0.8880815728416168,1.0,0.8739773117909935,1.0,0.7761631456832336,1.0,0.5021488459182815,0.010185602258508043
0.4589963280293758,15000,0.9336915374282574,1.0,0.9289824744964688,1.0,0.8673830748565149,1.0,0.5018702851737804,0.010853854554404012
0.4620563035495716,15100,0.9208694590304066,1.0,0.9140697520222781,1.0,0.8417389180608132,1.0,0.5013168439742638,0.007145578136261272
0.46511627906976744,15200,0.9106728538283063,1.0,0.9019108280254777,1.0,0.8213457076566125,1.0,0.5023024941344938,0.011837197729014886
0.46817625458996326,15300,0.935340090365124,1.0,0.9308701612376787,1.0,0.8706801807302479,1.0,0.501747122801578,0.010255460860727171