eval/CrossEncoderClassificationEvaluator_test_cls_results.csv

epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
0,0,0.5526425637918265,0.95703125,0.6183066872638612,0.23583984,0.44751128174041893,0.9999398007404509,0.4459251044873924
0,0,0.5526425637918265,0.95703125,0.6183066872638612,0.23583984,0.44751128174041893,0.9999398007404509,0.4459251044873924
0,0,0.5526425637918265,0.95703125,0.6183066872638612,0.23583984,0.44751128174041893,0.9999398007404509,0.4459251044873924
0,0,0.5526425637918265,0.95703125,0.6183066872638612,0.23583984,0.44751128174041893,0.9999398007404509,0.4459251044873924
0.09596330363269086,20000,0.6022352386723221,0.14941406,0.664680569347898,0.07373047,0.5150592440590455,0.9368208771032116,0.5896801747708452
0.09596330363269086,20000,0.600444354675823,0.20605469,0.6587224520813983,0.08496094,0.507225175143447,0.9392589471149505,0.5827764263943414
0.09596330363269086,20000,0.6078233353531273,0.14550781,0.6616197444069161,0.068359375,0.5103227492486606,0.9404328326761581,0.5922194743786546
0.09596330363269086,20000,0.6059381943041809,0.18457031,0.6609096749054836,0.068359375,0.5082936469368581,0.9444962826957228,0.5908186531444527
0.19192660726538172,40000,0.6919410220157544,0.10107422,0.7167820089812155,0.071777344,0.5931007293514685,0.9056376606567739,0.6789827361626326
0.19192660726538172,40000,0.6826903655827106,0.09667969,0.7114709532533539,0.06640625,0.5857498734965552,0.905908557324745,0.6720249638588045
0.19192660726538172,40000,0.6913350838214503,0.10498047,0.7182378362007711,0.071777344,0.5858320982024094,0.9279715859494928,0.6832946839030243
0.19192660726538172,40000,0.6769137547970107,0.111328125,0.7088314604140868,0.071777344,0.575812274368231,0.9217710622159347,0.6647313895326512
0.2878899108980726,60000,0.7224129805426514,0.10986328,0.7391941567958481,0.07714844,0.6150862672184569,0.9260452096439213,0.7093559373894631
0.2878899108980726,60000,0.7213896182589375,0.10498047,0.7363964361976292,0.078125,0.6216563412966455,0.9030791921259369,0.7187586803745494
0.2878899108980726,60000,0.7256581162054804,0.103515625,0.738036446244259,0.07080078,0.6256462855587884,0.8996478343316378,0.7252776797681402
0.2878899108980726,60000,0.7210125900491483,0.08496094,0.7349143162289432,0.064453125,0.6157240762206903,0.9113264906841646,0.7182913007717744
0.38385321453076343,80000,0.7397158823133374,0.08886719,0.746300316937436,0.06933594,0.6373750506191521,0.9001294284080306,0.7374673927438672
0.38385321453076343,80000,0.748926142866761,0.106933594,0.750173464367265,0.071777344,0.6457301711406481,0.8949221924570328,0.7563913603471755
0.38385321453076343,80000,0.712960344711506,0.07910156,0.7326585078502561,0.064453125,0.6099401509237575,0.9171959184902025,0.7195756333051038
0.38385321453076343,80000,0.7403756816804686,0.083984375,0.7444161103066493,0.06640625,0.6481456687642254,0.8742738464316889,0.741264046407373
0.4798165181634543,100000,0.7763549451289302,0.106933594,0.7725712164795399,0.08154297,0.6902833049080918,0.8771333112602715,0.7599185064841918
0.4798165181634543,100000,0.7838820440315087,0.09814453,0.7821289656814755,0.078125,0.6977551164931662,0.8897149565060349,0.7757256912616164
0.4798165181634543,100000,0.7834376893556857,0.09423828,0.78273958855996,0.07714844,0.6972313048387476,0.8921530265177738,0.7813638266529485
0.4798165181634543,100000,0.7786171143876658,0.10253906,0.7767620720397058,0.08154297,0.6961125685666587,0.8785479938596755,0.7639504473123555
0.5757798217961452,120000,0.8051302767117754,0.08886719,0.7989077800494996,0.068359375,0.7221857445101043,0.8938687054149234,0.7963531486304596
0.5757798217961452,120000,0.8117552009695012,0.106933594,0.8058307463895262,0.08251953,0.7304671250642327,0.8985341480299792,0.8008820085629811
0.5757798217961452,120000,0.8072847236248569,0.103515625,0.8007444236150733,0.07910156,0.7296922581763264,0.8871263883454233,0.8019960266018616
0.5757798217961452,120000,0.8092775870194574,0.08154297,0.8032637766946795,0.059326172,0.7316367413562843,0.8904373476206243,0.8080015985197433
0.671743125428836,140000,0.8151349895643978,0.11279297,0.8093596803207778,0.09814453,0.7441919191919192,0.8870360894560997,0.8078952711624388
0.671743125428836,140000,0.815565878947014,0.091308594,0.8106275644043854,0.06933594,0.732851722124927,0.9068717454775306,0.8073693185637691
0.671743125428836,140000,0.8159833030364236,0.10498047,0.8098513846698724,0.083984375,0.7396735343883747,0.8947415946783854,0.8053925769079872
0.671743125428836,140000,0.8179627011378173,0.103515625,0.8109320823985314,0.08154297,0.7395466494717524,0.8975709598771935,0.8099716688395993
0.7677064290615269,160000,0.8177337911533024,0.10986328,0.8115572026628235,0.09814453,0.7459376261606783,0.8898353550251332,0.8216830016685407
0.7677064290615269,160000,0.8081868982697098,0.111328125,0.8030352391811912,0.08642578,0.731338855235505,0.890316949101526,0.7997524105032596
0.7677064290615269,160000,0.8194438833905608,0.11767578,0.8124686181112514,0.09033203,0.7397568328967529,0.9010324173012672,0.8120779893678176
0.7677064290615269,160000,0.8279135528176126,0.103515625,0.8204764684624579,0.08154297,0.7622085065723213,0.8883905727959546,0.8254048702351642
0.8636697326942178,180000,0.8276981081263044,0.09277344,0.8184416857236197,0.072753906,0.7470738798737606,0.9048851699124101,0.828581835178325
0.8636697326942178,180000,0.825085841244193,0.09033203,0.8181384768365276,0.068359375,0.7472256780293606,0.9039219817596243,0.8235143853751739
0.8636697326942178,180000,0.8143540025584057,0.08251953,0.8064608777712433,0.06298828,0.7390334386123226,0.8874273846431688,0.8098250366762706
0.8636697326942178,180000,0.8210866491617855,0.08496094,0.8128701909770274,0.06933594,0.7523375259369316,0.8839960268488698,0.8166034964256609
0.9596330363269086,200000,0.819659328081869,0.09667969,0.8140425764789581,0.080566406,0.7461937846447114,0.8954639857929747,0.8256828245466141
0.9596330363269086,200000,0.8191745775264256,0.08886719,0.813306838612001,0.06542969,0.7381606713451441,0.9054871625079012,0.8084006006070846
0.9596330363269086,200000,0.8211809062142328,0.06298828,0.812451276720872,0.04736328,0.7445229859126685,0.8940192035637962,0.822481891459373
0.9596330363269086,200000,0.8284790951322965,0.12402344,0.8208922077561558,0.103515625,0.7616876593771733,0.8900761520633296,0.821736702895728
1.0555963399595996,220000,0.82077694741803,0.07714844,0.8144974747129111,0.06298828,0.7468748431146142,0.895584384312073,0.8214217021868186
1.0555963399595996,220000,0.8256783141452905,0.106933594,0.8176366939394353,0.080566406,0.7484745423627088,0.9008819191523945,0.8231963669219198
1.0555963399595996,220000,0.8306200767521713,0.10839844,0.8226494835328301,0.09033203,0.7643639557714168,0.8905577461397225,0.826257122123992
1.0555963399595996,220000,0.8237527772167239,0.091308594,0.8181059600837174,0.07470703,0.7498244734202608,0.9000692291484814,0.8194589146095215
1.1515596435922903,240000,0.8323974954554635,0.115722656,0.8249576277025257,0.10107422,0.7607502287282708,0.9010023176714926,0.8406516505729548
1.1515596435922903,240000,0.8298794856257995,0.08642578,0.8214726051118654,0.07470703,0.760972229351676,0.8924239231857448,0.8295669395095022
1.1515596435922903,240000,0.8279943445768532,0.09277344,0.8216919859092912,0.080566406,0.7568506172526553,0.898684646178852,0.8221976087808189
1.1515596435922903,240000,0.8306874032182051,0.09667969,0.8228413500460624,0.08154297,0.7671985215648507,0.8871865876049725,0.8202392083016461
1.2475229472249811,260000,0.8314414596377836,0.091308594,0.8241700236143908,0.075683594,0.765238476023422,0.8929356168919123,0.8325484042898575
1.2475229472249811,260000,0.8301487914899347,0.09814453,0.8233530875740784,0.08154297,0.7578979343863913,0.90118291545014,0.8370518340622255
1.2475229472249811,260000,0.8309971049619606,0.09033203,0.8230870930424723,0.072753906,0.7586635862804336,0.8994672365529904,0.8244635033329595
1.2475229472249811,260000,0.8299064162122131,0.10839844,0.8212181830723598,0.08886719,0.7580612296877388,0.895855280980044,0.8283383651283472
1.343486250857672,280000,0.8312260149464754,0.08251953,0.8226689016027816,0.06542969,0.7620624165896726,0.8937483068958252,0.8371437538953215
1.343486250857672,280000,0.8290984986198074,0.09423828,0.8221301284707833,0.08154297,0.7597467255597825,0.8956746832013966,0.8279387294141283
1.343486250857672,280000,0.8298256244529725,0.083984375,0.8217827251885202,0.071777344,0.7592833626827961,0.8954940854227493,0.8282143174041765
1.343486250857672,280000,0.8299737426782469,0.09277344,0.8222551558885858,0.078125,0.761571223316913,0.8934473105980797,0.8279983510464376
1.439449554490363,300000,0.8330976907022151,0.103515625,0.8249017545801739,0.08496094,0.7634012037392752,0.8971796646901243,0.838232529796255
1.439449554490363,300000,0.8280751363360938,0.099609375,0.8196194198439428,0.083984375,0.7595427690726946,0.8900159528037805,0.8250325840354841
1.439449554490363,300000,0.8337036288965192,0.10498047,0.826470384001111,0.09033203,0.7672373781651282,0.8956144839418475,0.8260595186608283
1.439449554490363,300000,0.8280347404564734,0.09033203,0.8211518753843002,0.07470703,0.7519143186026725,0.9044336754657918,0.8252838498021193
1.5354128581230537,320000,0.8333804618595569,0.09423828,0.8252411086854395,0.078125,0.7627646803402212,0.8988652439574993,0.8375202922047917
1.5354128581230537,320000,0.8157678583451154,0.13574219,0.8097866626883483,0.106933594,0.7369538385583806,0.8985943472895284,0.8182032568586508
1.5354128581230537,320000,0.8350097623375748,0.10986328,0.8265155523377238,0.091308594,0.768957745019301,0.8933871113385305,0.8355737103783555
1.5354128581230537,320000,0.8279000875244058,0.08642578,0.8212424129301644,0.07714844,0.7594875204582652,0.8939289046744725,0.8220852761823225
1.6313761617557447,340000,0.8264458358580759,0.07080078,0.8187185895147336,0.05493164,0.7527712547029265,0.897330162838997,0.8385002893307791
1.6313761617557447,340000,0.8307008685114118,0.09667969,0.8230430362588952,0.07080078,0.7486683764056027,0.9138247599554525,0.8285696729349455
1.6313761617557447,340000,0.8312125496532687,0.09667969,0.8245287954511035,0.083984375,0.7598071555442781,0.9013033139692381,0.8331421485277921
1.6313761617557447,340000,0.8305258196997239,0.095214844,0.8231519328153118,0.083984375,0.7671086843473739,0.8880293772386599,0.8251770302880806
1.7273394653884355,360000,0.8290984986198074,0.10107422,0.8215310072122748,0.08886719,0.7643203191792534,0.8879992776088854,0.8347470929012716
1.7273394653884355,360000,0.8362216387261833,0.08496094,0.8280895277092997,0.07373047,0.7706345914558275,0.8948017939379346,0.8395819110718397
1.7273394653884355,360000,0.8291927556722548,0.09033203,0.8207975909272996,0.075683594,0.7584886392647434,0.8942600006019926,0.8253755058079695
1.7273394653884355,360000,0.8268767252406921,0.08154297,0.8207567804024496,0.06738281,0.7518345062485913,0.9035908858321042,0.8298170548510196
1.8233027690211263,380000,0.8316569043290918,0.09423828,0.823757635793297,0.07373047,0.758647778819594,0.9010926165608163,0.8292180389097702
1.8233027690211263,380000,0.8316703696222986,0.09667969,0.823710288341929,0.087402344,0.7688915562049891,0.886945790566776,0.8331189878158287
1.8233027690211263,380000,0.8286810745303979,0.10253906,0.8203333846519896,0.08886719,0.7666509705436091,0.8820997501730728,0.8228728816748747
1.8233027690211263,380000,0.8311182926008214,0.10498047,0.8241521377315764,0.078125,0.7536615185009606,0.9091894169701713,0.8378144278153706
1.919266072653817,400000,0.8334477883255907,0.087402344,0.8255276051788794,0.068359375,0.7569460131014231,0.9077747343707673,0.8314089192795202
1.919266072653817,400000,0.8325725442671514,0.10107422,0.8264602198106035,0.08496094,0.7642411536101452,0.8997080335911868,0.826649431914026
1.919266072653817,400000,0.8304854238201037,0.08886719,0.8240148658249986,0.07080078,0.7545101964218691,0.9076242362218945,0.8292876880087007
1.919266072653817,400000,0.8304988891133105,0.08886719,0.8224388640906976,0.072753906,0.7543894903418653,0.9039821810191735,0.8338664339080624
2.015229376286508,420000,0.8304315626472767,0.09667969,0.8235212901087977,0.078125,0.7606937890575182,0.8976612587665171,0.8300593098527485
2.015229376286508,420000,0.8295293880024237,0.095214844,0.8244448714077897,0.07910156,0.7576873596851903,0.9041025795382717,0.8370046171044669
2.015229376286508,420000,0.832087793711708,0.10107422,0.8241103970174999,0.08154297,0.7661329953702506,0.8915811335520573,0.827369427376931
2.015229376286508,420000,0.8394263785093921,0.09033203,0.8311848967485275,0.08251953,0.7797647307063353,0.8898654546549077,0.8383330173626322
2.111192679919199,440000,0.8290446374469804,0.08886719,0.8231924383158067,0.072753906,0.7526562577941837,0.9083165277067092,0.8268392095222944
2.111192679919199,440000,0.8323974954554635,0.10107422,0.82580255057168,0.075683594,0.7597926412947276,0.9043734762062426,0.8299441879694286
2.111192679919199,440000,0.8307951255638591,0.09033203,0.8225997189643418,0.078125,0.7648108863248305,0.8898353550251332,0.8311875743979166
2.111192679919199,440000,0.8308085908570659,0.09814453,0.8231414617856992,0.087402344,0.7653694887186918,0.8903470487313005,0.8245488649199159
2.20715598355189,460000,0.8335151147916245,0.09033203,0.8249344271443719,0.07910156,0.7688346812992485,0.8898654546549077,0.8329800076676078
2.20715598355189,460000,0.8315491819834376,0.103515625,0.824879094306441,0.083984375,0.7588028614039078,0.9035607862023297,0.8372319872903697
2.20715598355189,460000,0.830579680872551,0.10498047,0.8226551126516465,0.087402344,0.7626086062413243,0.8929657165216868,0.8285143477633005
2.20715598355189,460000,0.8321551201777418,0.10107422,0.8251176166743449,0.09277344,0.7694230368673193,0.8895042590976131,0.8286341150187345
2.3031192871845807,480000,0.8329226418905271,0.09277344,0.8257768303681232,0.07373047,0.7561750794564428,0.9094904132679168,0.8339898204511518
2.3031192871845807,480000,0.8330034336497677,0.09814453,0.824111942442107,0.078125,0.7552775409918268,0.9067513469584324,0.8338040873376208
2.3031192871845807,480000,0.8291927556722548,0.10253906,0.8216180279505257,0.083984375,0.7609811165845649,0.8927550191132649,0.8279667059007079
2.3031192871845807,480000,0.8325052178011176,0.09423828,0.8246205733558178,0.078125,0.7624415305574725,0.8978418565451645,0.8345615824532541
2.3990825908172715,500000,0.8338517471217936,0.095214844,0.8254586648983201,0.07910156,0.7628763310436404,0.899226439514794,0.8340220787577095
2.3990825908172715,500000,0.8351578805628492,0.08642578,0.8275698654958534,0.07470703,0.7706505373552776,0.8935677091171779,0.8300316374449509
2.3990825908172715,500000,0.832707197199219,0.10253906,0.8248362762165299,0.08251953,0.7623547439662879,0.8984739487704301,0.8306040234111381
2.3990825908172715,500000,0.8292600821382886,0.09423828,0.82260989010989,0.080566406,0.7565757889683402,0.9012732143394636,0.8293421819106154
2.4950458944499623,520000,0.8296909715209049,0.087402344,0.8222283356258596,0.07373047,0.7570990703447577,0.8996177347018631,0.8277347188486555
2.4950458944499623,520000,0.8342691712112031,0.09814453,0.8258172997408898,0.07714844,0.7616759464063255,0.9017548084158565,0.8296325292705858
2.4950458944499623,520000,0.830579680872551,0.099609375,0.8234554744924447,0.080566406,0.7539466112931875,0.9070824428859525,0.8247096881646468
2.4950458944499623,520000,0.8321012590049148,0.09033203,0.8241703401813191,0.078125,0.7638956700501092,0.8947716943081601,0.8298079217555357
2.591009198082653,540000,0.8336093718440719,0.10498047,0.8259440346951742,0.080566406,0.7631639398657444,0.8999789302591578,0.8293742428115649
2.591009198082653,540000,0.8279404834040262,0.087402344,0.8219540055875916,0.075683594,0.7571884984025559,0.8988351443277248,0.8293700223074489
2.591009198082653,540000,0.8284790951322965,0.09277344,0.8208582625552626,0.07910156,0.7647869022869023,0.885802004635343,0.8209058007262761
2.591009198082653,540000,0.8316569043290918,0.083984375,0.8233818502591246,0.07080078,0.759465025807928,0.8990458417361467,0.8275380907148692
2.686972501715344,560000,0.8293004780179088,0.10107422,0.8225489792275904,0.080566406,0.7561973039834402,0.9016645095265329,0.830698418088539
2.686972501715344,560000,0.8306066114589645,0.091308594,0.8233356401384083,0.07373047,0.7621134086657955,0.8952532883845529,0.8294211543854915
2.686972501715344,560000,0.8328014542516663,0.09423828,0.8251191277241455,0.072753906,0.7586999343401182,0.904283177316919,0.8318913227037037
2.686972501715344,560000,0.8307277990978253,0.09814453,0.8225209482794205,0.07714844,0.7575527169505272,0.8996779339614123,0.8270433374614176
2.7829358053480346,580000,0.8294485962431832,0.10498047,0.8222265397318826,0.08886719,0.7628170464786919,0.8916714324413809,0.8270043277555281
2.7829358053480346,580000,0.8313202719989228,0.083984375,0.8240580232703268,0.07373047,0.7640539011469424,0.8942901002317671,0.8345188407144682
2.7829358053480346,580000,0.8354271864269844,0.09667969,0.8273284703863135,0.07910156,0.7658364083640836,0.8995575354423141,0.8299828507861705
2.7829358053480346,580000,0.8343768935568572,0.095214844,0.8264433209813618,0.075683594,0.7619253238506477,0.9028985943472895,0.8316195127427073
2.878899108980726,600000,0.8272402881572746,0.09033203,0.8216688727112288,0.08154297,0.758096934232286,0.8968786683923787,0.8285728401758043
2.878899108980726,600000,0.8338517471217936,0.09277344,0.8263845328203627,0.080566406,0.7696022432235954,0.892213225777323,0.8299004998021403
2.878899108980726,600000,0.8322089813505689,0.10498047,0.824556594204885,0.07910156,0.7569900591418145,0.9053667639888029,0.8317897090726981
2.878899108980726,600000,0.834726991180233,0.09033203,0.8263825865992768,0.07910156,0.7706770833333333,0.8907684435481443,0.8321015436727817
2.9748624126134167,620000,0.8323974954554635,0.099609375,0.8243995678550652,0.08154297,0.763566388710712,0.8957649820907203,0.8309920195887806
2.9748624126134167,620000,0.828842658048879,0.09423828,0.8225084447862026,0.07714844,0.7562558392041007,0.9014839117478854,0.8312753403661242
2.9748624126134167,620000,0.8328283848380799,0.103515625,0.8246782677965637,0.078125,0.7583994341433841,0.9036510850916534,0.8295668875451743
2.9748624126134167,620000,0.8332862048071097,0.087402344,0.8247258726040009,0.075683594,0.7685847265919551,0.8897149565060349,0.8298758273119023
3.0708257162461075,640000,0.8311586884804416,0.09423828,0.8238947702585194,0.080566406,0.7608340980931987,0.8983535502513319,0.828228781279132
3.0708257162461075,640000,0.8333804618595569,0.09277344,0.8253549389079013,0.075683594,0.7594597329016592,0.9037714836107515,0.829706561793422
3.0708257162461075,640000,0.8278058304719585,0.09033203,0.8215508341031355,0.07373047,0.7486691921067617,0.910152605122957,0.8299841775665262
3.0708257162461075,640000,0.833043829529388,0.09667969,0.8249377113984661,0.08251953,0.76729673744174,0.891942329109352,0.8279299958896755
3.1667890198787982,660000,0.8309836396687538,0.099609375,0.8232173115919885,0.08496094,0.76428110896196,0.892002528368901,0.8287382021642178
3.1667890198787982,660000,0.831360667878543,0.08886719,0.8231480968474707,0.075683594,0.7624252687758192,0.8943803991210908,0.8295101847612044
3.1667890198787982,660000,0.8299064162122131,0.09033203,0.8235797375429496,0.07910156,0.7603832237680274,0.8982331517322337,0.8305616985893636
3.1667890198787982,660000,0.8331515518750421,0.091308594,0.8253959363141165,0.08154297,0.77172034564022,0.8870962887156488,0.827972106827546
3.262752323511489,680000,0.832087793711708,0.09667969,0.8242874914387152,0.08251953,0.7694676409185803,0.8875176835324925,0.8300353641469795
3.262752323511489,680000,0.8302026526627617,0.095214844,0.8231115779000027,0.080566406,0.7609034466900023,0.8963970743159859,0.8330482945326193
3.262752323511489,680000,0.8336632330168989,0.10107422,0.8253302986566005,0.08154297,0.7657147271650401,0.8950124913463564,0.8312938096830533
3.262752323511489,680000,0.8321012590049148,0.09277344,0.8245055662881683,0.080566406,0.7659058045858294,0.892815218372814,0.82642417399939
3.3587156271441803,700000,0.831535716690231,0.09667969,0.8234224053581025,0.078125,0.7594051855617692,0.899226439514794,0.8304715077377904
3.3587156271441803,700000,0.8289503803945331,0.091308594,0.8225248476195706,0.075683594,0.7561141818732491,0.9017247087860819,0.8308533106631706
3.3587156271441803,700000,0.831643439035885,0.09667969,0.8232422556034422,0.083984375,0.767063471435255,0.8883002739066309,0.8272350519898636
3.3587156271441803,700000,0.8307412643910321,0.09423828,0.8231395830456993,0.07714844,0.7603234116356773,0.897269963579448,0.8246489791190336
3.454678930776871,720000,0.8302026526627617,0.09277344,0.8225419331566753,0.07910156,0.7629194976322833,0.892273425036872,0.8278462599272117
3.454678930776871,720000,0.8290984986198074,0.10107422,0.8225159375686966,0.078125,0.756629003311342,0.9009722180417181,0.8292377175011314
3.454678930776871,720000,0.8330976907022151,0.09423828,0.8246233033082894,0.080566406,0.7630985915492958,0.8969388676519279,0.8274308708982431
3.454678930776871,720000,0.8317107655019188,0.091308594,0.823391812865497,0.07910156,0.7660699018058398,0.8899858531740059,0.8253569064984947
3.550642234409562,740000,0.82850602571871,0.09277344,0.821547984194092,0.07910156,0.759315540799387,0.8948920928272582,0.827835257552168
3.550642234409562,740000,0.8311586884804416,0.08886719,0.8229368138366705,0.080566406,0.7652158161680985,0.8900761520633296,0.8277584161652194
3.550642234409562,740000,0.8315626472766444,0.091308594,0.8241306521497611,0.078125,0.7650380301663015,0.8931162146705596,0.8260044892783966
3.550642234409562,740000,0.832424426041877,0.099609375,0.8242537626001731,0.08251953,0.7686639064656408,0.8885109713150529,0.8269744378380672
3.6466055380422526,760000,0.828344442200229,0.091308594,0.8218832654963066,0.075683594,0.7544406984350627,0.9025674984197695,0.8280830429902868
3.6466055380422526,760000,0.832707197199219,0.09277344,0.8244717965893551,0.08496094,0.7685703135163263,0.8891430635403185,0.8279779738052697
3.6466055380422526,760000,0.8310778967212011,0.09033203,0.82287076300546,0.078125,0.7624746398212588,0.8936580080065015,0.8276529283161187
3.6466055380422526,760000,0.8311856190668552,0.09033203,0.8234396247883885,0.078125,0.7638699379553587,0.893086115040785,0.8253369724664321
3.7425688416749434,780000,0.8303642361812429,0.09423828,0.8222390421798665,0.07714844,0.7574159525379037,0.8991963398850195,0.827795572614344
3.7425688416749434,780000,0.8337036288965192,0.09277344,0.825303042911431,0.080566406,0.7652717405283058,0.8955542846822984,0.8295385009526748
3.7425688416749434,780000,0.828223254561368,0.09277344,0.821795065009796,0.075683594,0.7541869939143993,0.9027179965686422,0.8276757841627861
3.7425688416749434,780000,0.8312394802396822,0.09277344,0.8238737557123332,0.07714844,0.7609926545602939,0.8980826535833609,0.8260034721193976
3.838532145307634,800000,0.8304180973540699,0.091308594,0.8222371665545842,0.08251953,0.7691138311535135,0.8832435361045059,0.8281576823986118
3.838532145307634,800000,0.8332592742206961,0.09277344,0.8248493892665673,0.07910156,0.762420496053539,0.898413749510881,0.8293659887303084
3.838532145307634,800000,0.8312664108260958,0.09667969,0.8238537957407895,0.078125,0.7632862644415918,0.8948619931974837,0.8256055206385262
3.838532145307634,800000,0.8285464215983303,0.091308594,0.8218581644322581,0.07910156,0.7578391014890481,0.8976913583962918,0.8284634590543336
3.934495448940325,820000,0.8330976907022151,0.09423828,0.8246629736071195,0.080566406,0.7653592413153283,0.8939289046744725,0.8289732953498544
3.934495448940325,820000,0.8282367198545748,0.091308594,0.8216110506672543,0.078125,0.7573118716360313,0.8978418565451645,0.8278996526645618
3.934495448940325,820000,0.8306066114589645,0.091308594,0.8226309053475044,0.080566406,0.7647758723261168,0.8899557535442314,0.8289861336908312
3.934495448940325,820000,0.8318454184339864,0.09033203,0.8240137506584236,0.078125,0.7637143811505949,0.8946512957890618,0.8270121385577174
4.030458752573016,840000,0.831306806705716,0.09033203,0.8227983596302216,0.07910156,0.7644657987187435,0.8907684435481443,0.8299042645009712
4.030458752573016,840000,0.8327879889584596,0.095214844,0.8243203984229094,0.078125,0.7627105626952025,0.8967582698732806,0.8288942320865782
4.030458752573016,840000,0.828559886891537,0.091308594,0.8216521521382266,0.08154297,0.7638842184226183,0.8888721668723475,0.8282959297041601
4.030458752573016,840000,0.8315087861038174,0.087402344,0.8239871507296946,0.07714844,0.7629682812379804,0.8956144839418475,0.8268237898761259
4.126422056205707,860000,0.8333669965663503,0.09423828,0.8249256518431426,0.07910156,0.7631807944307945,0.897540860247419,0.8293330369360278
4.126422056205707,860000,0.8313337372921296,0.091308594,0.8230982787340366,0.07910156,0.7637890614936754,0.8923938235559703,0.8295148196772659
4.126422056205707,860000,0.8315626472766444,0.08886719,0.8241755216649232,0.07470703,0.759314210352786,0.9011528158203654,0.826953434468302
4.126422056205707,860000,0.8280751363360938,0.091308594,0.8214895139538725,0.07714844,0.7566992014196983,0.898413749510881,0.8281576501083888
4.222385359838398,880000,0.833043829529388,0.09423828,0.8245526286539958,0.080566406,0.7657213635073413,0.8931764139301087,0.8291420366248787
4.222385359838398,880000,0.8311586884804416,0.091308594,0.8229718427655421,0.080566406,0.7664148298154062,0.8885410709448274,0.8298308706467599
4.222385359838398,880000,0.8284386992526762,0.091308594,0.8214844236544556,0.07910156,0.7603371419787878,0.8933269120789814,0.8280329657373635
4.222385359838398,880000,0.8318319531407796,0.091308594,0.8242829141705547,0.075683594,0.7612370292940367,0.8987147458086265,0.8272136219179695
4.318348663471089,900000,0.82850602571871,0.09033203,0.8220395955382991,0.075683594,0.7552944735780557,0.9017247087860819,0.8281280332209685
4.318348663471089,900000,0.8310778967212011,0.08886719,0.8228788952333319,0.07910156,0.7641397461038291,0.8914005357734099,0.829782026955979
4.318348663471089,900000,0.8330707601158015,0.091308594,0.8249095735170744,0.07714844,0.7594712317666127,0.9026878969388676,0.8293653631408827
4.318348663471089,900000,0.8316569043290918,0.091308594,0.82398312071206,0.080566406,0.768959941581473,0.887487583902718,0.8270558253676001
4.41431196710378,920000,0.8310913620144078,0.09033203,0.8230284874205985,0.078125,0.7631626327837651,0.893086115040785,0.8298776715567406
4.41431196710378,920000,0.8330034336497677,0.09033203,0.824606351008877,0.07910156,0.7636587492946186,0.8961261776480149,0.8294353900911855
4.41431196710378,920000,0.8284790951322965,0.091308594,0.8218549635197877,0.078125,0.759688338229659,0.8951027902356801,0.8280269094484776
4.41431196710378,920000,0.8318184878475728,0.08642578,0.8241951918045879,0.07470703,0.7595614547115702,0.9008518195226198,0.8270085002357125
4.510275270736471,940000,0.8311721537736484,0.09277344,0.822906267332224,0.078125,0.7628865979381443,0.8931764139301087,0.8296060178530626
4.510275270736471,940000,0.8332727395139029,0.09667969,0.8246014929300484,0.07910156,0.7636722758054586,0.8960960780182404,0.829372067283777
4.510275270736471,940000,0.8285464215983303,0.091308594,0.821556189579236,0.07910156,0.760896893198902,0.8927249194834903,0.8279450851294687
4.510275270736471,940000,0.831643439035885,0.091308594,0.8239735335703599,0.07373047,0.7574197456087219,0.9033500887939079,0.8271147429224789
4.606238574369161,960000,0.8331650171682489,0.095214844,0.8247116968698517,0.075683594,0.7581593760254436,0.9040724799084972,0.8293644986055224
4.606238574369161,960000,0.828344442200229,0.091308594,0.8215936047388557,0.075683594,0.7545207273459931,0.9017548084158565,0.8281393316387198
4.606238574369161,960000,0.8312125496532687,0.08886719,0.8231104731408382,0.07714844,0.7601009457289251,0.8975107606176445,0.8294688511597342
4.606238574369161,960000,0.8316165084494714,0.091308594,0.8241186290876953,0.08154297,0.7717694045929896,0.8840863257381935,0.8268127092370208
4.702201878001852,980000,0.8331515518750421,0.09277344,0.8248276621214415,0.07714844,0.7596948344907994,0.9021762032327002,0.8290810522816425
4.702201878001852,980000,0.8310509661347876,0.08886719,0.8229196979145015,0.078125,0.7624929382158081,0.8937483068958252,0.829391513745574
4.702201878001852,980000,0.8283848380798492,0.091308594,0.8218148914876408,0.075683594,0.7546200715041039,0.9021461036029257,0.8284285726305309
4.702201878001852,980000,0.8315222513970242,0.08886719,0.8239112719437577,0.075683594,0.7612946041145541,0.8977515576558408,0.8269689613719644
4.798165181634543,1000000,0.8312260149464754,0.09033203,0.8229305740987983,0.07910156,0.7648716424084175,0.890527646509948,0.8297394787813825
4.798165181634543,1000000,0.8331111559954218,0.09277344,0.8247258115565096,0.07714844,0.7596714495766365,0.9019655058242784,0.8292689307059056
4.798165181634543,1000000,0.8284117686662628,0.091308594,0.8215134869230138,0.07470703,0.7522710778548012,0.9047948710230864,0.8280411723341644
4.798165181634543,1000000,0.8316165084494714,0.09033203,0.8241841214799073,0.080566406,0.7696043869956913,0.8870962887156488,0.8271460526379995
4.894128485267234,1020000,0.8309836396687538,0.09277344,0.822844791753263,0.078125,0.7623424302328566,0.8937784065255997,0.8295046870722986
4.894128485267234,1020000,0.8329361071837339,0.09033203,0.8245163593426057,0.075683594,0.7580408987629387,0.9037714836107515,0.8294410125758872
4.894128485267234,1020000,0.8315626472766444,0.091308594,0.8240736893136644,0.07714844,0.7632915939648979,0.895373686903651,0.8269929027491111
4.894128485267234,1020000,0.82850602571871,0.09277344,0.8216728037874802,0.07910156,0.7606817890554914,0.8932968124492069,0.8279186340602689
4.9900917888999246,1040000,0.8330572948225947,0.09423828,0.8246109542005872,0.07910156,0.7634918600179464,0.8963669746862114,0.8293188590653924
4.9900917888999246,1040000,0.828344442200229,0.091308594,0.8216811336975512,0.07910156,0.7617688648926597,0.8918219305902537,0.828107662058813
4.9900917888999246,1040000,0.8316299737426782,0.087402344,0.8239799840655271,0.080566406,0.7691805845511482,0.8871865876049725,0.8268037933477288
4.9900917888999246,1040000,0.8310913620144078,0.091308594,0.8227021597187344,0.080566406,0.766754219436715,0.8874574842729435,0.8295734334395886