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validation_log_2026-01-20_00-14-27.csv
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247 lines (247 loc) · 119 KB
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Mode,Epoch,Total Loss,Cross Entropy Loss,KL Div,KL Div * Beta,Reg Loss,Reg Loss * Gamma,Delta,Length Pred Acc,Length Loss [mae],Token Pre Acc,Amino Acc,Empty Acc,MAE length,MAE charge,MAE hydrophobicity moment,Interpretability - length,Interpretability - charge,Interpretability - hydrophobicity,Interpretability - mic_e_cola,Interpretability - mic_s_aureus,Interpretability - mean,Corr_score - length,Corr_score - charge,Corr_score - hydrophobicity,Corr_score - mic_e_cola,Corr_score - mic_s_aureus,Corr_score - mean,Modularity - length,Modularity - charge,Modularity - hydrophobicity,Modularity - mic_e_cola,Modularity - mic_s_aureus,Modularity - mean,MIG - length,MIG - charge,MIG - hydrophobicity moment,MIG - mic_e_cola,MIG - mic_s_aureus,MIG - mean,SAP_score - length,SAP_score - charge,SAP_score - hydrophobicity,SAP_score - mic_e_cola,SAP_score - mic_s_aureus,SAP_score - mean
train,980,10.357161123064294,5.609938129155661,0.29526638068692224,0.0036196041259053255,2.939246416091919,0.0,1.0,0.03491606190800667,0.9644621295279913,0.035949506037321624,0.8711662061279636,0.8705944095417972,0.9986932464601144,0.035675082355737686,0.3951939344406128,0.044034555554389954
test,980,8.162642100054885,3.9737535207695034,0.2988918730779564,0.0036640482213912253,2.927562952041626,0.0,1.0,0.036312904208898544,0.9968904335101518,0.00310956648984818,0.9126787277502189,0.9126232477842754,0.9998897504685605,0.0031095664016902447,0.23389792442321777,0.030769696459174156,0.014554142951965332,0.00872349739074707,0.008257567882537842,0.010511736075083414,0.521889171082307,0.43015351485860526,0.44884505040713096,0.46696257878268116,0.7947653332604488,0.7957171305202834,0.7885942858100042,0.3617939737091285,[[0.00165093]],[[0.00412967]],[[0.00358825]],0.003122948491753526,0.16517785179438188,0.07861807944189982,0.007041388010550521,0.08361243974894407
train,1000,15.190848284922717,4.762843316612425,0.2971194623548645,0.003716593074731412,1.9066749811172485,4.766704559326172,1.0,0.08365226536989212,0.9760336626417856,0.02437797292352726,0.886634473327554,0.8862960239460299,0.9990770481991017,0.024103548377752304,0.3403448462486267,0.040033865720033646
test,1000,12.96041428988303,4.038348722484052,0.30887193332670027,0.0038636017960003623,1.8908487558364868,4.727138519287109,1.0,0.08952706307172775,0.9943296140479239,0.005670385952076093,0.9115995234737789,0.9116992693275625,0.9996325015618683,0.005670385900884867,0.2790076732635498,0.03333580493927002,0.4993191361427307,0.34607845544815063,0.10680371522903442,0.3174004356066386,0.7405062175276624,0.6753113298972165,0.7713365068928324,0.729051351439237,0.818668990034775,0.7980045993020706,0.8312934453578653,0.34476080622904004,[[0.01763461]],[[0.01209338]],[[0.01332026]],0.014349417457548225,0.01265370839144453,0.03139323727107912,0.019197131661275624,0.02108135910793309
train,1020,12.817014836933515,4.713699268239171,0.3048228561507447,0.0038891509953419105,1.1933932304382324,3.043163299560547,1.0,0.2848467230796814,0.9793267471642884,0.020947676545920235,0.8881502440275069,0.8878643546502226,0.9991867058388124,0.020764727145433426,0.3345666229724884,0.03874341771006584
test,1020,11.515305917878376,3.9082853611369925,0.3084129080904104,0.003934955480775821,1.1399930715560913,2.9069924354553223,1.0,0.2876300811767578,0.9968904335101518,0.00310956648984818,0.9143117704280156,0.9141672644158876,0.9999632501561868,0.0031095664016902447,0.267306387424469,0.03217433765530586,0.801652193069458,0.6438845992088318,0.1924571990966797,0.5459979971249899,0.9226190182601162,0.8700166101774411,0.8704923384184892,0.8877093222853488,0.9069875487632789,0.8815628808669668,0.8971872109066537,0.34798301514397606,[[0.04711576]],[[0.02276761]],[[0.01699495]],0.02895943758787407,0.0362500059673031,0.07280768228328038,0.02477706759910525,0.04461158528322958
train,1040,12.591303296373566,4.576624122505174,0.30409471795884324,0.0039558769575112045,1.1444920301437378,2.9756886959075928,1.0,0.29278379678726196,0.9808360775704354,0.019575557994877424,0.8914137637388632,0.8911474749570539,0.9992598109319528,0.01916392333805561,0.32472172379493713,0.03756526857614517
test,1040,11.461622292585078,3.891522988249097,0.31249472487445984,0.004065150127474386,1.1325758695602417,2.944707155227661,1.0,0.30802005529403687,0.995244192427291,0.004755807572708981,0.9158103391664943,0.9155653897122293,0.9999632501561868,0.0047558075748384,0.24965721368789673,0.03176054731011391,0.8243950605392456,0.6618398427963257,0.1918039321899414,0.5593462785085043,0.9352261275208411,0.8909477116924387,0.8812358540467,0.9024698977533266,0.9106401278170835,0.8836245944250312,0.8969899200472764,0.34491007785823335,[[0.05529031]],[[0.02191062]],[[0.01263388]],0.0299449376532651,0.0553027503356347,0.08287105797561223,0.04321945386560677,0.0604644207256179
train,1060,12.518800785722116,4.504719739426111,0.3027510875055653,0.004014078275132851,1.0792213678359985,2.8599460124969482,1.0,0.36033299565315247,0.9785034760336626,0.021633735821441638,0.8924782704233605,0.8922886338741125,0.9990770481991017,0.021587997674942017,0.3296554982662201,0.037501588463783264
test,1060,11.446550634763392,3.8883089017056887,0.3102356816681338,0.004113314076641244,1.0913090705871582,2.8919785022735596,1.0,0.3113400638103485,0.9925004572891897,0.0074995427108103165,0.914303089272683,0.9139362698017094,0.9999265003123736,0.0074995425529778,0.26350852847099304,0.03201812133193016,0.8343132734298706,0.6625540852546692,0.18850111961364746,0.5617894927660624,0.940324988348521,0.9013237832219876,0.8893021403546387,0.9103169706417158,0.9113475833434901,0.8751422010878258,0.8904737230443535,0.35660408995849935,[[0.05309938]],[[0.01076198]],[[0.00270501]],0.02218879127978556,0.056905539025721597,0.09668720453939661,0.04871939149291302,0.06743737835267707
train,1080,12.51790519376574,4.480999005482042,0.3020789128627002,0.004080678306242716,1.0603501796722412,2.862954616546631,1.0,0.3542864918708801,0.9704079765825101,0.030095133552872303,0.8945201004948424,0.8941193701046876,0.9988485947830378,0.029729235917329788,0.31491219997406006,0.03702307492494583
test,1080,11.39780737439217,3.8147058621258805,0.3089007650975098,0.004172832320434475,1.055924415588379,2.8510048389434814,1.0,0.33768802881240845,0.9959758551307847,0.004024144869215292,0.9153725480658146,0.915127715706418,1.0,0.0040241447277367115,0.2610184848308563,0.031153764575719833,0.8450641632080078,0.670324444770813,0.2894042730331421,0.6015976270039877,0.9439288094279524,0.908054945405994,0.8942177781008243,0.9154005109782569,0.9116716420542151,0.8691961311805316,0.8926553729545128,0.36059016335817723,[[0.05201852]],[[0.00181561]],[[0.00332333]],0.019052486615703208,0.07434540673834722,0.0989461947411443,0.05512777196731308,0.07613979114893486
train,1100,12.415891355618513,4.35105330421512,0.2986760312194489,0.0041093715100366905,1.0728235244750977,2.9502742290496826,1.0,0.35666796565055847,0.9797841200146359,0.020444566410537872,0.8968090691541317,0.8964901735232824,0.9992552418636316,0.020261617377400398,0.3154691159725189,0.036068543791770935
test,1100,11.356173903627676,3.7391353849303206,0.3057125936549696,0.004206184933876107,1.0731967687606812,2.9513001441955566,1.0,0.3510638475418091,0.9968904335101518,0.00310956648984818,0.91817651207471,0.9180090695780093,0.9999816250780934,0.0031095664016902447,0.24290764331817627,0.030424635857343674,0.8459128141403198,0.7796241044998169,0.29469871520996094,0.6400785446166992,0.9463393545406713,0.9125981663574151,0.8976761188975,0.9188712132651955,0.9138269295797784,0.8730165422055212,0.9035143144667752,0.36249945558366686,[[0.05294424]],[[0.00174767]],[[0.00804024]],0.020910716901423654,0.08010414167855251,0.10690274826976165,0.06301750320496557,0.08334146438442658
train,1120,12.40385928051052,4.304955726397417,0.2970189926086046,0.004160820259856899,1.0054924488067627,2.815387725830078,1.0,0.3848016560077667,0.9791895353091841,0.021176362971094036,0.8972749914538263,0.8969997284407925,0.9991684295655273,0.02108488790690899,0.30880647897720337,0.036284949630498886
test,1120,11.409694375428373,3.7411087396181064,0.3057484477622125,0.00428310770532173,1.0241762399673462,2.8677022457122803,1.0,0.37922531366348267,0.9968904335101518,0.00310956648984818,0.9172158856003307,0.9170486182874789,0.9999816250780934,0.0031095664016902447,0.25200292468070984,0.029995782300829887,0.8518966436386108,0.784893810749054,0.29303455352783203,0.6432750026384989,0.9489788060568023,0.9169909482993408,0.9010853427912543,0.9223516990491324,0.9104578052502944,0.8711982235347231,0.9055370565660477,0.3646985819103404,[[0.05356608]],[[0.00726307]],[[0.01371914]],0.024849429439468416,0.08513017217599783,0.11337818753741291,0.06836608501451022,0.08895814824264033
train,1140,12.393050747566768,4.256301131738746,0.29480551347338235,0.004203506524273733,0.9893040060997009,2.8195245265960693,1.0,0.39231809973716736,0.9802414928649835,0.020078668130259787,0.8987759836390831,0.8984460100629468,0.9992872253418805,0.01975850760936737,0.30800554156303406,0.03612104803323746
test,1140,11.421733568895228,3.7139478829654062,0.3029671587541942,0.004319879955633585,1.0235764980316162,2.9172017574310303,1.0,0.3753820061683655,0.9976220962136455,0.0023779037863544904,0.9181358363932592,0.9180577000230995,0.9999448752342802,0.0023779037874192,0.24427784979343414,0.029938288033008575,0.8532431125640869,0.7816016674041748,0.29493248462677,0.6432590881983439,0.9506225860862328,0.919257867026753,0.9047981782066792,0.9248928771065551,0.9116282848614528,0.8809639370136354,0.9139111796876299,0.3701198148501668,[[0.05007998]],[[0.01550266]],[[0.01871633]],0.028099659076617097,0.09268084391250653,0.11627897667497289,0.07785548408452256,0.095605101557334
train,1160,12.385694082953142,4.201747047041869,0.29340703819769015,0.0042569106840430965,1.000423550605774,2.9012365341186523,1.0,0.4015069007873535,0.981476399560922,0.018660812294182216,0.9005942733657483,0.9003011561099296,0.9993146397518082,0.0185693372040987,0.3010319173336029,0.0349091961979866
test,1160,11.447723851815338,3.6954203246824697,0.3012527345804229,0.004370740362296795,0.9993034601211548,2.8979885578155518,1.0,0.3999429941177368,0.9981708432412658,0.0018291567587342234,0.9199499155128189,0.920039390660523,0.9998346257028408,0.0018291567685082555,0.2292935997247696,0.027785319834947586,0.8542173504829407,0.7831314206123352,0.2938978672027588,0.6437488794326782,0.9517916897582634,0.9209354571660955,0.9067151382733596,0.9264807617325728,0.9137423279158461,0.8878541265453742,0.9186799489160914,0.3831588234263282,[[0.0476899]],[[0.01883886]],[[0.02181966]],0.029449473987217204,0.09139481227499968,0.11679626219875772,0.071224391570092,0.09313848868128312
train,1180,12.37233221770816,4.13731622120159,0.2918281310912327,0.004306952768413234,1.0533866882324219,3.1075003147125244,1.0,0.3785962462425232,0.9821167215514087,0.018523600439077935,0.9020278106725592,0.9018084622731031,0.9992826562735593,0.01797475293278694,0.2997661232948303,0.034775275737047195
test,1180,11.489469869930085,3.685682186156713,0.2993671283962654,0.004418217248614493,0.9749433398246765,2.876091241836548,1.0,0.3941515386104584,0.9981708432412658,0.0018291567587342234,0.9184832164176383,0.9184832164176383,0.9999081253904671,0.0018291567685082555,0.23766086995601654,0.0283979345113039,0.8569079041481018,0.7847368121147156,0.3002433180809021,0.6472960114479065,0.9532720166612534,0.9219853153730817,0.9092146430627543,0.928157325032363,0.9170849635469804,0.8915744823603426,0.9213279642827712,0.36359457519438615,[[0.05037719]],[[0.02303688]],[[0.02347483]],0.03229629987664804,0.09356660677621731,0.12317168821987756,0.08197787221614264,0.0995720557374125
train,1200,12.370785534534532,4.0861007405688285,0.2906135087304616,0.004361672845781133,0.9711819887161255,2.9135544300079346,1.0,0.4170033037662506,0.980927552140505,0.019301134284668862,0.9029813160280458,0.9026383960309639,0.9993283469567721,0.019118184223771095,0.2990363538265228,0.03507429361343384
test,1200,11.441521704949212,3.5979123364119374,0.29626450051069914,0.004446485755914828,0.9781218767166138,2.9343738555908203,1.0,0.4089355170726776,0.9928662886409365,0.007133711359063472,0.9210859200155688,0.920671586446695,0.9999816250780934,0.007133711129426956,0.2423316091299057,0.027886133641004562,0.8574151992797852,0.781996488571167,0.3030826449394226,0.6474981109301249,0.9550693343090488,0.9241125467276813,0.9121695609979268,0.930450480678219,0.9198569121644861,0.8934951406714122,0.9260905291129199,0.37185043380663696,[[0.05215832]],[[0.02341759]],[[0.02625933]],0.03394507879449699,0.10269296892688484,0.11785016383598901,0.08642074146711409,0.10232129140999598
train,1220,12.381944423274945,4.050162378528203,0.2883602453595415,0.004399937594812431,0.9925805330276489,3.027379035949707,1.0,0.3990098536014557,0.9812019758507134,0.0190267105744603,0.9043581502812547,0.904096882561322,0.9992598109319528,0.019026709720492363,0.29106226563453674,0.03407224640250206
test,1220,11.475684165082379,3.5724970829951297,0.296024270177171,0.004516878925891609,0.9438779950141907,2.878836154937744,1.0,0.4264160692691803,0.9956100237790378,0.004389976220962136,0.9215764960538957,0.9213524126779571,0.9999632501561868,0.004389976151287556,0.23453573882579803,0.0277920663356781,0.8615331649780273,0.7875469923019409,0.30533933639526367,0.6514731645584106,0.9562795364535259,0.9267114014671037,0.9144944023797259,0.9324951134334518,0.9186927002869756,0.8947189732171337,0.9269773858494599,0.38541990858136577,[[0.05315034]],[[0.0259938]],[[0.02932997]],0.03615803577615223,0.10866103210415112,0.12071974204786384,0.08678668553312083,0.10538915322837861
train,1240,12.331062047157888,3.95490080927302,0.28750627659373,0.004458776715240032,0.9553362727165222,2.96155047416687,1.0,0.42346644401550293,0.9800585437248445,0.020170142700329307,0.9063896281465927,0.9061808706371267,0.9991729986338486,0.0199871938675642,0.2867003083229065,0.03320834040641785
test,1240,11.447425308841575,3.478801654029289,0.2956535991070714,0.004585129059072062,0.9300474524497986,2.8831546306610107,1.0,0.417092889547348,0.9979879275653923,0.002012072434607646,0.9245902436651914,0.9244890763862716,0.9999816250780934,0.0020120723638683558,0.2339002937078476,0.026704851537942886,0.8669994473457336,0.7879654169082642,0.30914580821990967,0.6547035574913025,0.9572998034705922,0.9274554572245727,0.9163425198816652,0.9336992601922766,0.9175856548060538,0.8926396655194551,0.9299864583497242,0.38806760115825084,[[0.05421112]],[[0.02637437]],[[0.03245536]],0.03768028103402744,0.12502673461715974,0.11412107360898127,0.09314496407470449,0.11076425743361518
train,1260,12.378411634998622,3.9335524178318955,0.286805262811621,0.004519599223622218,0.9160811305046082,2.8856632709503174,1.0,0.43816938996315,0.9800128064398097,0.020444566410537872,0.9073357423639427,0.9071389559311277,0.9991501532922422,0.020170142874121666,0.28574246168136597,0.03311774134635925
test,1260,11.515601585699388,3.468982462780947,0.29583125919490666,0.004661834710678497,0.9534746408462524,3.003453254699707,1.0,0.4247189164161682,0.9954271081031645,0.004572891896835559,0.9240320070045724,0.923796092543737,0.9999632501561868,0.0045728920958936214,0.24160215258598328,0.02754727564752102,0.8675488829612732,0.7871249318122864,0.3105745315551758,0.6550827821095785,0.9570215059478098,0.9271313462292933,0.9173720104197437,0.9338416208656155,0.9150548980393748,0.8867609250986203,0.9315156839781344,0.37942245943407,[[0.0538762]],[[0.0270657]],[[0.03538874]],0.03877688280140593,0.1104045594048555,0.12294741838080103,0.09014117207429073,0.10783104995331576
train,1280,12.369094404771221,3.8633438986908417,0.2853244686580341,0.004567588224065274,0.9440868496894836,3.0210862159729004,1.0,0.417312353849411,0.9807446030003659,0.020078668130259787,0.9087585002869037,0.9085211617852119,0.9992232583853826,0.019346872344613075,0.28622201085090637,0.03213657811284065
test,1280,11.485036207331325,3.3834470334078333,0.29441057578157154,0.004713042261341711,0.9661580920219421,3.0917139053344727,1.0,0.39264822006225586,0.9963416864825315,0.003658313517468447,0.9258354302663409,0.9259479897389761,0.9997243761714013,0.003658313537016511,0.23311157524585724,0.025630583986639977,0.8713508248329163,0.7895172834396362,0.3138284683227539,0.6582321921984354,0.957575685677661,0.9298556811824663,0.919195257039278,0.9355422079664685,0.9152203654248338,0.894989147511555,0.933104249094741,0.36911541222430816,[[0.05152015]],[[0.03249494]],[[0.03713471]],0.0403832671355018,0.12184573914399144,0.12265748120565845,0.10293686835346999,0.11581336290103995
train,1300,12.343733772531866,3.794148182371707,0.28395174712520616,0.004616593986666775,0.9603608250617981,3.121180772781372,1.0,0.40953540802001953,0.981293450420783,0.01893523600439078,0.9106420646185309,0.9103122320641246,0.9993283469567721,0.018798023462295532,0.28003886342048645,0.031605035066604614
test,1300,11.434019433616916,3.287415097831306,0.29204338971060023,0.004748150946186081,0.9227373003959656,2.99890398979187,1.0,0.4519979655742645,0.996524602158405,0.003475397841595025,0.9286096451761959,0.9284403000498462,0.9999632501561868,0.003475397825241089,0.2190307080745697,0.02478809468448162,0.8690264225006104,0.7909043431282043,0.3130488395690918,0.6576598683993021,0.9587708394582654,0.9287224785026764,0.9206627039110434,0.9360520072906616,0.9210559956037061,0.8974573273645693,0.9367280554763361,0.38579910203133794,[[0.05406901]],[[0.03179073]],[[0.03992072]],0.041926818469588734,0.10281485790232225,0.1277622546046182,0.10203554549212412,0.1108708859996882
train,1320,12.307094458472891,3.713859181241853,0.28181508256540255,0.004652302018268563,0.8989764451980591,2.9666295051574707,1.0,0.4649724066257477,0.9817508232711306,0.018432125869008414,0.9127130439029154,0.9124328348645407,0.9993009325468444,0.01834065094590187,0.27696073055267334,0.030734172090888023
test,1320,11.45210387716787,3.2423282593286995,0.28972636478047975,0.0047829042340238334,0.9349037408828735,3.0851898193359375,1.0,0.4500492215156555,0.9957929394549113,0.004207060545088714,0.9299834654476486,0.9299721590701859,0.9997978758590276,0.004207060672342777,0.21199598908424377,0.023484021425247192,0.8667532205581665,0.784763753414154,0.30850255489349365,0.6533398429552714,0.959352164235509,0.9311548248522218,0.9203504818244231,0.9369524903040513,0.9206891497346285,0.9023163898411843,0.9386577374307938,0.396381270577148,[[0.05378079]],[[0.03493744]],[[0.04009823]],0.04293881806859818,0.12407909887793833,0.1235399742502189,0.09812030184808407,0.11524645832541376
train,1340,12.300027213600849,3.660971280379562,0.2809291090059752,0.004707901310682558,0.8951317667961121,2.9986989498138428,1.0,0.4510171115398407,0.9821167215514087,0.018111964873765093,0.9134680247731317,0.9131346170862612,0.9993786067083061,0.017929015681147575,0.27635467052459717,0.030660919845104218
test,1340,11.4446331601224,3.1875407719756037,0.289568937171502,0.004852690359024612,0.9100698828697205,3.048741340637207,1.0,0.46683526039123535,0.9970733491860252,0.0029266508139747576,0.9303024039104583,0.9301666808505464,0.9999632501561868,0.0029266509227454662,0.2321375459432602,0.02412872575223446,0.872240424156189,0.7901155948638916,0.3206125497817993,0.66098952293396,0.9605512104149384,0.9338654940876288,0.9229356292456745,0.9391174445827472,0.922320508244967,0.9012125366900834,0.9399777973893355,0.3888280257212215,[[0.05708181]],[[0.03573164]],[[0.04160809]],0.04480717892056476,0.13407216109558784,0.12344531414538173,0.10925989544316339,0.12225912356137765
train,1360,12.344060444892914,3.6310542665293832,0.2803671551064785,0.004768568684197519,0.9042895436286926,3.074592113494873,1.0,0.4558999240398407,0.9813391877058177,0.019209659714599342,0.9139846971320094,0.9137723235399116,0.9992232583853826,0.018889497965574265,0.2713293731212616,0.030215168371796608
test,1360,11.564715634016837,3.2398661768194392,0.2883031917311754,0.004903547175921351,0.9077426791191101,3.0863330364227295,1.0,0.4509809613227844,0.9967075178342784,0.0032924821657216025,0.9276394985469535,0.9275041639818609,0.9999448752342802,0.0032924821134656668,0.2279859185218811,0.024170245975255966,0.8675801157951355,0.7901136875152588,0.3123263120651245,0.6566733717918396,0.9607223240810852,0.9348364821460641,0.9225779058410387,0.9393789040227293,0.9201811573845908,0.9018237015294062,0.9404829767945273,0.39359404597688,[[0.05392935]],[[0.03689414]],[[0.04514441]],0.04532263147939846,0.1288413296178511,0.12829337792114925,0.10220712621814027,0.11978061125238021
train,1380,12.350962402966273,3.585415334523575,0.2792440854800825,0.00481927121933877,0.93043452501297,3.2100067138671875,1.0,0.4541223645210266,0.9830772045371386,0.017242956458104648,0.9154788575056313,0.915209451480913,0.9993557613666997,0.01706000789999962,0.2699200212955475,0.029996944591403008
test,1380,11.512602608622984,3.1145019307964263,0.2903142203049619,0.005010322650433616,0.8621600270271301,2.974459409713745,1.0,0.5071388483047485,0.996524602158405,0.003475397841595025,0.9325461487949024,0.9323307356570582,1.0,0.003475397825241089,0.2057925909757614,0.023669863119721413,0.8736799955368042,0.7918705344200134,0.3163810968399048,0.6606438755989075,0.9615231287834728,0.9355072230772102,0.9232016197626158,0.940077323874433,0.9225231193592991,0.9002491241093296,0.9378613694417175,0.37695551465917193,[[0.05914674]],[[0.03646014]],[[0.04249765]],0.046034840392340896,0.13159632315843073,0.12938471825968112,0.10667794886647958,0.12255299676153047
train,1400,12.352401530310823,3.5337972295532896,0.27792872398535584,0.0048660455817166074,0.8793190121650696,3.0776240825653076,1.0,0.47072821855545044,0.9821624588364435,0.018432125869008414,0.9161752316764954,0.9158624140698182,0.9993557613666997,0.01797475293278694,0.26805591583251953,0.029895439743995667
test,1400,11.550947540308323,3.1224181470213326,0.2862175689747505,0.0050111687520021765,0.9023279547691345,3.1581554412841797,1.0,0.4489246904850006,0.9957929394549113,0.004207060545088714,0.9319851152835879,0.9317471703159763,0.9999816250780934,0.004207060672342777,0.21058769524097443,0.022945020347833633,0.8725078105926514,0.7872166633605957,0.3118351697921753,0.6571865479151408,0.9623903726787345,0.9351429359939322,0.9256782333289542,0.9410705140005403,0.9272490711324076,0.9074881362878164,0.9435243435218584,0.3840402902808635,[[0.05720612]],[[0.04108298]],[[0.04597715]],0.04808874805681948,0.12448855464656783,0.1332187979258016,0.10465850285095546,0.12078861847444163
train,1420,12.36819960876476,3.494753689980533,0.27794616439601594,0.00493583052523144,0.9256649017333984,3.286118268966675,1.0,0.4427851140499115,0.9815678741309916,0.01884376143432126,0.9173109500190767,0.9170249315762334,0.9993055016151656,0.018523599952459335,0.26449915766716003,0.029598630964756012
test,1420,11.513006969149771,3.0331770898830483,0.2846053063989405,0.005054085067226327,0.9201753735542297,3.266630172729492,1.0,0.4664187431335449,0.9970733491860252,0.0029266508139747576,0.9337540582935103,0.933595127229402,0.9999816250780934,0.0029266509227454662,0.20420432090759277,0.022394951432943344,0.876227855682373,0.7926782965660095,0.31281232833862305,0.6605728268623352,0.9632694878289692,0.9386645959291574,0.9258400353783751,0.9425913730455004,0.9283755300679783,0.9116843536702665,0.9446643292718028,0.39653780699639757,[[0.0582987]],[[0.04165561]],[[0.04620368]],0.048719331965299505,0.13924504249114222,0.12677227239375088,0.10290042550529468,0.12297258013006258
train,1440,12.41606896097216,3.4861583800443223,0.27627676256488976,0.004975247195621048,0.8907022476196289,3.2065353393554688,1.0,0.4831174910068512,0.9795096963044274,0.020993413830954995,0.9177542822957745,0.9174826156338771,0.9991912749071337,0.02049030363559723,0.26480743288993835,0.029218481853604317
test,1440,11.561540314761773,3.0141669218078357,0.2813434757827862,0.005066489580591572,0.8569132685661316,3.084894895553589,1.0,0.5107657313346863,0.9881104810682275,0.011889518931772453,0.9346043410550905,0.9339112251224879,0.9999632501561868,0.011889519169926643,0.22030693292617798,0.024839529767632484,0.8689717054367065,0.7893155217170715,0.31181252002716064,0.6566999157269796,0.9628898917339418,0.9361844506624796,0.9260854829374098,0.9417199417779437,0.9320580529862168,0.9114300952642441,0.9454609487041779,0.3873504019605681,[[0.05888456]],[[0.03746497]],[[0.04490049]],0.04708333832111542,0.12154620546515149,0.13792533093302028,0.09968654799270804,0.1197193614636266
train,1460,12.382277395539436,3.4056585530330965,0.27485251470315253,0.005018305312640232,0.8992521166801453,3.282277822494507,1.0,0.4555046260356903,0.9829857299670691,0.01733443102817417,0.9196041090622769,0.9194262472653377,0.9992872253418805,0.017105745151638985,0.2541493773460388,0.02889883518218994
test,1460,11.597243981494838,2.9851914442978895,0.28273671737902556,0.005162256464831791,0.8482798933982849,3.0962283611297607,1.0,0.5432124137878418,0.9963416864825315,0.003658313517468447,0.9358003379569408,0.9358686005373664,0.9997611260152144,0.003658313537016511,0.20461860299110413,0.023200467228889465,0.8725846409797668,0.7833384871482849,0.3140690326690674,0.6566640535990397,0.9641852817803598,0.9384408583375228,0.9267347244989115,0.943120288205598,0.9308740507719373,0.9108600774173778,0.9480408157997314,0.39346490940094947,[[0.06183705]],[[0.03984756]],[[0.04764152]],0.04977537418552896,0.14791998567191578,0.12378842982098526,0.10976896292135066,0.1271591261380839
train,1480,12.382980654451641,3.358840451064321,0.2737692711861893,0.005066962736504671,0.8559140563011169,3.166888952255249,1.0,0.5084930658340454,0.9829399926820344,0.01733443102817417,0.9204512159390565,0.920216515071536,0.9993283469567721,0.017197219654917717,0.26208972930908203,0.02847391739487648
test,1480,11.595600483163262,2.939373054734658,0.28079862788235094,0.0051970631246407335,0.8762758374214172,3.242227554321289,1.0,0.4828377664089203,0.9945125297237973,0.0054874702762026705,0.9368911375162667,0.9365494267686285,1.0,0.005487470421940088,0.20019827783107758,0.02240993268787861,0.8738138675689697,0.7915867567062378,0.31894445419311523,0.6614483594894409,0.9642483636663333,0.9406112841282066,0.927602297513869,0.9441539817694696,0.9312493307348578,0.9140266278689702,0.9483245512887013,0.38627627487400334,[[0.0614519]],[[0.04099934]],[[0.04886264]],0.05043795962882394,0.1500423175655734,0.127337595885898,0.11111805034116048,0.12949932126421063
train,1500,12.431372598549668,3.3437304086751483,0.27352924046828725,0.005130895683859191,0.8531069159507751,3.199157476425171,1.0,0.4796140789985657,0.9843578485181119,0.015779363336992317,0.9208924887386013,0.9207077626267404,0.9993694685716635,0.01564215123653412,0.25861021876335144,0.028824226930737495
test,1500,11.607345385156341,2.904951358988448,0.27998690886887373,0.0052520294349259426,0.8835034370422363,3.313145160675049,1.0,0.5010806322097778,0.997805011889519,0.002194988110481068,0.9375053193429548,0.9374369323915237,0.9999448752342802,0.002194988075643778,0.19551801681518555,0.022983498871326447,0.8742204904556274,0.7877504825592041,0.31491631269454956,0.6589624285697937,0.9656169793560466,0.9417058491176598,0.9285945433800182,0.9453057906179082,0.9336512127305304,0.9149571585904679,0.9493055307463412,0.39909559308553977,[[0.06309695]],[[0.0430554]],[[0.04992278]],0.05202504350520417,0.151010562168854,0.13157514620747113,0.10785949025555497,0.13014839954396004
train,1520,12.45558801484204,3.31688890900317,0.27224348858953,0.005174831455458645,0.8544241786003113,3.2468185424804688,1.0,0.49592122435569763,0.9824368825466521,0.01788327844859129,0.9218979839718745,0.9217360261429134,0.9992323965220252,0.017837541177868843,0.25217801332473755,0.028315475210547447
test,1520,11.661727470564019,2.8958798958523873,0.278493724576686,0.005293636566126104,0.8640342950820923,3.283337354660034,1.0,0.5109148025512695,0.9981708432412658,0.0018291567587342234,0.9382090096662411,0.9381177586227858,0.9999816250780934,0.0018291567685082555,0.19188494980335236,0.022818904370069504,0.8779469728469849,0.7930559515953064,0.31874698400497437,0.6632499694824219,0.9652637047303814,0.9421292769408596,0.9287530080949783,0.9453819965887398,0.9339729649595822,0.9170565409588359,0.9500640114292898,0.3927280736046444,[[0.062257]],[[0.04353919]],[[0.05041658]],0.05207091915566647,0.14782973962883927,0.1306660221316479,0.11343669467687204,0.1306441521457864
train,1540,12.463290530336327,3.268090318944312,0.2711593419956803,0.005222006945103462,0.8790914416313171,3.384509325027466,1.0,0.49630051851272583,0.9840834248079035,0.01628247347237468,0.9227085577900337,0.9224683206351434,0.9993877448449486,0.016053786501288414,0.2530006468296051,0.027869226410984993
test,1540,11.743342990432161,2.908920676044906,0.278760701750453,0.005368394501362856,0.8570103645324707,3.29949688911438,1.0,0.5308117270469666,0.998719590268886,0.0012804097311139564,0.9381170062734037,0.9381056010115133,0.9999448752342802,0.001280409749597311,0.19828003644943237,0.02192603051662445,0.8779104948043823,0.79271399974823,0.3225255012512207,0.664383331934611,0.9656890836666389,0.9430213097300635,0.9298043099466063,0.946171567781103,0.9351541571867182,0.9180132817480569,0.9519968763079785,0.39977553419111295,[[0.06190782]],[[0.0429943]],[[0.05074128]],0.0518811316037515,0.14792842058775535,0.12867066762941637,0.11636842016768226,0.13098916946161798
train,1560,12.487116976967235,3.2347313064033627,0.27001878310593325,0.005267539921769702,0.8209902048110962,3.2018680572509766,1.0,0.5490201115608215,0.983580314672521,0.016602634467618,0.9233234247486739,0.9231212832240485,0.9993192088201295,0.016648372635245323,0.2527844309806824,0.028403375297784805
test,1560,11.773121619237632,2.8823295552791177,0.276223277051335,0.005388577499881296,0.8073648810386658,3.1487295627593994,1.0,0.5725849270820618,0.9957929394549113,0.004207060545088714,0.9374969599688701,0.9373031986675258,0.9999448752342802,0.004207060672342777,0.19331279397010803,0.021806132048368454,0.8755165338516235,0.7939207553863525,0.32602667808532715,0.6651546557744344,0.9664772162732208,0.9429305588598618,0.9292267369026341,0.9462115040119056,0.936124431727615,0.9179734046161389,0.9515986848159057,0.3949940208951113,[[0.06425738]],[[0.04427324]],[[0.050837]],0.05312254123876192,0.13746842214689647,0.1361002423064006,0.11938358175655164,0.13098408206994958
train,1580,12.525457167599257,3.214787069712198,0.2692024644111217,0.005318909021896554,0.8369442224502563,3.305936574935913,1.0,0.5265798568725586,0.9819795096963044,0.018294914013904134,0.9242017745465201,0.9239237559384507,0.9993192088201295,0.01811196468770504,0.24900804460048676,0.027823029085993767
test,1580,11.829177348295818,2.865463778766348,0.27559112721874574,0.005445136381366159,0.8808714151382446,3.4794487953186035,1.0,0.5255708694458008,0.9972562648618987,0.0027437351381013352,0.9387554107290501,0.9386526935187774,0.9999448752342802,0.002743735210970044,0.20214781165122986,0.023062290623784065,0.8721135258674622,0.7918944358825684,0.3197624683380127,0.6612568100293478,0.9658408259771295,0.942023763654105,0.9300174523654061,0.9459606806655468,0.9358892389645396,0.9183842608259422,0.9520011691237547,0.39361972450299637,[[0.06097961]],[[0.04368504]],[[0.05088117]],0.05184860468347611,0.12651212006405332,0.13768431176167972,0.12074203008827805,0.1283128206380037
train,1600,12.536704989174021,3.173560350838922,0.26805991791474965,0.005363342837638311,0.8607794046401978,3.443124532699585,1.0,0.5274990200996399,0.9833516282473472,0.016739846322722282,0.9255587670651719,0.9252876544302291,0.9993648995033423,0.016877058893442154,0.24260185658931732,0.027380535379052162
test,1600,11.852903771840918,2.838762823746456,0.27571429721350116,0.005516491658647732,0.8298618197441101,3.3194541931152344,1.0,0.5278864502906799,0.995244192427291,0.004755807572708981,0.9391835195972322,0.9389323185780458,0.9999632501561868,0.0047558075748384,0.19310498237609863,0.02211865596473217,0.8789158463478088,0.7979360818862915,0.32001739740371704,0.6656231085459391,0.9671599305866324,0.9442369804659618,0.9300851069260239,0.9471606726595393,0.9368743238447398,0.9195032523641189,0.951778397569029,0.3906777999707155,[[0.06436948]],[[0.04502733]],[[0.05058156]],0.053326121623719004,0.13860486203430034,0.1437352150394664,0.11284712096301969,0.13172906601226214
train,1620,12.531662752198248,3.1183317193520885,0.2670782412359054,0.005410464334000942,0.8513189554214478,3.4478485584259033,1.0,0.534552812576294,0.9821624588364435,0.018249176728869373,0.926230008545965,0.9259772317437458,0.999310070683487,0.017929015681147575,0.24558159708976746,0.027621950954198837
test,1620,11.918870512126938,2.8439130209166934,0.27553433728257326,0.005581767716311938,0.8085905313491821,3.2747979164123535,1.0,0.5564661026000977,0.9983537589171392,0.0016462410828608012,0.9395516218450615,0.9395401991416726,0.9999265003123736,0.0016462410567328334,0.18768025934696198,0.021544495597481728,0.8756669759750366,0.7917637825012207,0.32150793075561523,0.6629795630772909,0.9672980185711968,0.9443791641035224,0.9298484211595913,0.9471752012781035,0.937740680763087,0.9223620243133845,0.9535543601373103,0.41051306577784274,[[0.06059528]],[[0.04504382]],[[0.05154942]],0.05239617633846139,0.13612902289831963,0.13567009689154308,0.11735493257991658,0.1297180174565931
train,1640,12.58815294894551,3.11019474257055,0.26646932315093624,0.005464739555713243,0.8082171678543091,3.3136966228485107,1.0,0.5537449717521667,0.9825283571167216,0.01756311745334797,0.9268350002899497,0.9265752722457337,0.9993283469567721,0.017563117668032646,0.24407832324504852,0.027303997427225113
test,1640,11.958052494592634,2.838566868183533,0.272805855351391,0.0055946888412535594,0.8229021430015564,3.373905658721924,1.0,0.5632962584495544,0.998719590268886,0.0012804097311139564,0.939209726443769,0.9391754708034965,0.9999632501561868,0.001280409749597311,0.18352770805358887,0.021290849894285202,0.8791368007659912,0.7951999306678772,0.3180531859397888,0.6641299724578857,0.9680577726881276,0.9460309603846049,0.9305481639978457,0.9482122990235261,0.9395998258403773,0.9243531683216781,0.9527065985713907,0.40498038170854833,[[0.06263278]],[[0.0453697]],[[0.05163984]],0.053214108761124757,0.1373281513581338,0.13851125767004746,0.11198762698128609,0.12927567866982245
train,1660,12.594582628165677,3.0827574019810675,0.26527991575763815,0.00550666059530337,0.8285209536552429,3.438368558883667,1.0,0.5758785605430603,0.9839919502378339,0.01623673618733992,0.927704261630675,0.9275181014044798,0.9993374850934146,0.016190998256206512,0.2421841025352478,0.02727702632546425
test,1660,11.985330484849738,2.7977412593458477,0.27315778995707196,0.005670188917094653,0.8596135973930359,3.567403554916382,1.0,0.5477559566497803,0.9970733491860252,0.0029266508139747576,0.9402594875910456,0.9400994492602094,0.9999816250780934,0.0029266509227454662,0.1897958666086197,0.020437683910131454,0.8747501969337463,0.7876237630844116,0.3162797689437866,0.6595512429873148,0.9682800150358079,0.9455107934475458,0.9307573123442364,0.94818270694253,0.9380689630635403,0.9222122899755297,0.9529827906679714,0.40636078074692916,[[0.05770289]],[[0.04081402]],[[0.05170305]],0.050073320944686285,0.13885367104788726,0.1389099884520386,0.1127615475064809,0.1301750690021356
train,1680,12.624837772077665,3.055905891694824,0.2649287291162842,0.005565596248401987,0.8004480600357056,3.3618881702423096,1.0,0.5870357751846313,0.9832144163922429,0.016968532747896083,0.9278555340564362,0.9276554066217729,0.9993009325468444,0.017014270648360252,0.2432449460029602,0.02735918201506138
test,1680,12.006054358572198,2.7582270746281665,0.27299399033137034,0.005735030449482395,0.8256614804267883,3.467784881591797,1.0,0.5434843897819519,0.991768794585696,0.008231205414304006,0.9411628755625836,0.9406708569900186,0.9999816250780934,0.008231205865740776,0.19494569301605225,0.022365208715200424,0.8755249977111816,0.7969207763671875,0.3249416947364807,0.6657958229382833,0.9682367733199079,0.9475280760938118,0.9316168994149835,0.9491272496095676,0.9395172474193074,0.9239429417979435,0.9536780445489139,0.4013198806018497,[[0.06279579]],[[0.04561252]],[[0.05308726]],0.05383185897776412,0.15683029915945335,0.14057051087948036,0.11947223081507466,0.13895768028466945
train,1700,12.689233820385171,3.0504200080790627,0.2646236531341028,0.0056253365403681165,0.8368083834648132,3.5564422607421875,1.0,0.515778660774231,0.9807446030003659,0.019575557994877424,0.928239377077502,0.9279208633752063,0.9992735181369167,0.01930113509297371,0.23877926170825958,0.026854678988456726
test,1700,12.130723223730701,2.817879243679406,0.27001735142299105,0.005739995104381017,0.855259120464325,3.6348578929901123,1.0,0.49454185366630554,0.993963782696177,0.006036217303822937,0.9397291580559676,0.9398319818122135,0.9996141266399617,0.006036217324435711,0.19378544390201569,0.02262479066848755,0.8772562146186829,0.7916479706764221,0.32693564891815186,0.6652799447377523,0.9689386153102568,0.9468770634109384,0.9318904813188811,0.9492353866800253,0.9406908126422824,0.9259145587159847,0.9534851058179082,0.39861741917127447,[[0.05791348]],[[0.0407031]],[[0.05166896]],0.050095178926299146,0.14694818130494325,0.1422345021004625,0.1238568074197432,0.13767983027504965
train,1720,12.728361769730993,3.0470386146408623,0.2630497492410916,0.005657634549215012,0.8162322044372559,3.5098044872283936,1.0,0.5414508581161499,0.9824368825466521,0.01779180387852177,0.9284157642203963,0.9281222443605696,0.9993466232300572,0.017700329422950745,0.2450045347213745,0.027149271219968796
test,1720,12.129528643118086,2.773987195992003,0.2687788747533139,0.005780855721363064,0.8154841661453247,3.5065884590148926,1.0,0.5649782419204712,0.9945125297237973,0.0054874702762026705,0.9409697308735361,0.9406951722125637,0.9999448752342802,0.005487470421940088,0.19144245982170105,0.021799109876155853,0.8761902451515198,0.7921810746192932,0.3191372752189636,0.6625028649965922,0.9690921120927115,0.9480808128982151,0.9309254219978249,0.9493661156629173,0.9431980057653736,0.9294448847214425,0.9564418568711939,0.401020006918323,[[0.06212136]],[[0.04674498]],[[0.0539411]],0.054269144716906276,0.15248247422407346,0.13849607407970177,0.11543600613498642,0.13547151814625388
train,1740,12.745999716246821,3.008687599648323,0.2627113934100612,0.005716028523322265,0.7959226965904236,3.4622700214385986,1.0,0.5851332545280457,0.981110501280644,0.019301134284668862,0.9291890093724917,0.9289979465241947,0.9992004130437763,0.019026709720492363,0.23883724212646484,0.026615044102072716
test,1740,12.197417683284767,2.781907431360178,0.2671120467254879,0.005811777168044988,0.8309774398803711,3.6147587299346924,1.0,0.5638086199760437,0.9972562648618987,0.0027437351381013352,0.9395457419386216,0.9394429382514924,0.9999448752342802,0.002743735210970044,0.19087451696395874,0.021444516256451607,0.8774271011352539,0.7902111411094666,0.3232190012931824,0.6636190811793009,0.9687193847403913,0.9461603542241593,0.9317593290216296,0.9488796893287268,0.9451806105996051,0.9305656039301219,0.9569822711658881,0.40115325138181884,[[0.06670583]],[[0.04855336]],[[0.05071352]],0.055324234661737526,0.13715993286468475,0.13944172479963357,0.12341799838963616,0.13333988535131816
train,1760,12.746669738230755,2.9668745116964175,0.26156727734651924,0.005756520326386726,0.7996887564659119,3.518636465072632,1.0,0.5680797696113586,0.9851353823637029,0.015047566776436152,0.9298631625204463,0.9297363434705267,0.9993420541617358,0.015047566965222359,0.23491401970386505,0.026452699676156044
test,1760,12.27400029379379,2.7644641709454167,0.2706824721857423,0.00595712571136938,0.8285388946533203,3.6455776691436768,1.0,0.5633681416511536,0.996524602158405,0.003475397841595025,0.9408166739627414,0.9406222265449284,0.9999816250780934,0.003475397825241089,0.18910133838653564,0.02130427025258541,0.8811728954315186,0.8016299605369568,0.3304416537284851,0.6710815032323202,0.9697446542884329,0.9493120436897673,0.9311949331681652,0.9500838770487885,0.9419335324220118,0.9261676429176929,0.9541957031868266,0.4012883099165441,[[0.06625844]],[[0.04824427]],[[0.05131499]],0.05527256863962149,0.15709298690439089,0.14402433406199477,0.12670110901153941,0.14260614332597502
train,1780,12.79747365797303,2.9618512351478885,0.260541019795624,0.005799063396881546,0.7927900552749634,3.527921676635742,1.0,0.592477023601532,0.9850439077936334,0.015276253201609953,0.9304286782547652,0.9301574128035589,0.9994608499380891,0.015093304216861725,0.23708122968673706,0.02650401182472706
test,1780,12.3523405075771,2.809880590360344,0.26629938153869953,0.005927231716927528,0.8361875414848328,3.721041440963745,1.0,0.5316769480705261,0.9901225535028352,0.009877446497164807,0.9403034100171535,0.9396860904769431,1.0,0.009877446107566357,0.1916663497686386,0.021017607301473618,0.87529456615448,0.7914997339248657,0.3299502730369568,0.6655815243721008,0.9695324717943106,0.9491262164867388,0.931554672234865,0.9500711201719714,0.9434107057035587,0.9299403471688191,0.9568277718424706,0.40417635771346283,[[0.06559196]],[[0.04946727]],[[0.05486751]],0.056642247380595805,0.14406023892967745,0.14405660783040142,0.13363639393814608,0.14058441356607498
train,1800,12.83491000089286,2.9406474867540533,0.2598154987121649,0.00584786229113873,0.8072816729545593,3.6327741146087646,1.0,0.5558391809463501,0.9847694840834248,0.015367727771679473,0.9311625493995758,0.9310209100589802,0.9993466232300572,0.015321990475058556,0.23282857239246368,0.025979433208703995
test,1800,12.387315274942111,2.774042928111996,0.26741486684221094,0.006018906969167774,0.8564141392707825,3.853870391845703,1.0,0.5238991975784302,0.9945125297237973,0.0054874702762026705,0.9413803587716632,0.9410599005507397,0.9999816250780934,0.005487470421940088,0.18801113963127136,0.021003391593694687,0.8785885572433472,0.7932119369506836,0.3280341625213623,0.6666115522384644,0.9701632257986766,0.9502414712072825,0.9322887394860678,0.9508978121640089,0.9419575119961898,0.9276996490842333,0.9549587021800903,0.3971409112993309,[[0.05744786]],[[0.04004608]],[[0.05298103]],0.05015832242545525,0.16283985018056146,0.1387384435068969,0.13149701670130817,0.1443584367962555
train,1820,12.907190702531175,2.952043853659269,0.259882871458219,0.005914342920856497,0.7835639715194702,3.5652222633361816,1.0,0.62892746925354,0.9826198316867911,0.01756311745334797,0.9308056900966559,0.9305906870447951,0.9992917944102018,0.017425905913114548,0.23146075010299683,0.02648182027041912
test,1820,12.410582703603826,2.7460583257178013,0.26496159853742485,0.006029923195075118,0.8368690609931946,3.8077609539031982,1.0,0.5597973465919495,0.9928662886409365,0.007133711359063472,0.9417753235379974,0.9413516832212807,0.9999816250780934,0.007133711129426956,0.1858145147562027,0.0213225819170475,0.8790982961654663,0.7961173057556152,0.3254924416542053,0.6669026811917623,0.9702166201232107,0.950864506414327,0.9304673261307415,0.9505161508894263,0.9448287950796168,0.9297623688982903,0.9565064840132657,0.41002249398460805,[[0.06262628]],[[0.04426693]],[[0.0539994]],0.053630869800958554,0.17036713265554626,0.13776733463953994,0.123566267164335,0.14390024481980707
train,1840,12.92309527636185,2.9295836308043475,0.25811013432156243,0.005938520537430212,0.7984265685081482,3.6727676391601562,1.0,0.563818633556366,0.9851811196487377,0.01500182949140139,0.9314199736923222,0.9312161885902416,0.9994014520499125,0.015047566965222359,0.2322881519794464,0.025988521054387093
test,1840,12.467782450568334,2.7464499800650493,0.2637337753884815,0.006067907584005565,0.8267959952354431,3.80326771736145,1.0,0.5807222723960876,0.9934150356685568,0.006584964331443205,0.9406813676003746,0.9402696558180249,1.0,0.0065849642269313335,0.17475415766239166,0.020968757569789886,0.8781641721725464,0.790076494216919,0.3229601979255676,0.6637336214383444,0.9704713000881117,0.9509233131904963,0.9315343961301951,0.950976336469601,0.9456158638584496,0.9323393126107281,0.9561467975538942,0.4038550023133521,[[0.06198731]],[[0.04610017]],[[0.05206211]],0.05338319634860065,0.17211397477170376,0.13438959462467237,0.12259637114546384,0.14303331351394666
train,1860,12.946347351786072,2.8950116366551466,0.25752129050518974,0.00598934648015029,0.7698163986206055,3.5796525478363037,1.0,0.5655521750450134,0.9860958653494328,0.014178558360775704,0.9327477973736332,0.932589240763173,0.9994197283231976,0.014087083749473095,0.2282179743051529,0.02581252157688141
test,1860,12.53773876673041,2.753930320202465,0.2634780183230062,0.006127886119800524,0.8129941821098328,3.7804291248321533,1.0,0.5820356607437134,0.9974391805377721,0.002560819462227913,0.9406615850322769,0.9407073298238362,0.9998346257028408,0.002560819499194622,0.19760270416736603,0.022054551169276237,0.8775286674499512,0.7906004190444946,0.325684130191803,0.6646044055620829,0.9697737804896612,0.9497587071606456,0.9318926504920472,0.9504750460474513,0.9468600121249436,0.9352639376562966,0.9578580111687444,0.4005296815152183,[[0.06649605]],[[0.05070927]],[[0.0538962]],0.05703384069856954,0.14637741306844587,0.1399551606341608,0.12869473227586806,0.13834243532615823
train,1880,13.002252488706821,2.896587568632727,0.25723449834048245,0.006046978554913643,0.810147225856781,3.8076977729797363,1.0,0.5436043739318848,0.983397365532382,0.016922795462861323,0.9325263475959822,0.9322658106957713,0.999360330435021,0.016739847138524055,0.23221436142921448,0.025715427473187447
test,1880,12.50792273093517,2.698306203520841,0.2627282945944488,0.006176124794423195,0.8187654614448547,3.8482041358947754,1.0,0.5691391825675964,0.996524602158405,0.003475397841595025,0.943035358202422,0.9429321726867105,0.9999081253904671,0.003475397825241089,0.17490780353546143,0.021306490525603294,0.8768945336341858,0.7917828559875488,0.32715362310409546,0.6652770042419434,0.9710058241132065,0.9514488851933092,0.9331298594373938,0.9518615229146364,0.9480178786503394,0.9356588980762257,0.9581823542234874,0.405424813037023,[[0.0689289]],[[0.05214601]],[[0.0541553]],0.05841006948207019,0.1532580875415307,0.13992689513730583,0.12970850297499384,0.14096449521794344
train,1900,13.040657682729387,2.875110038592621,0.25645429329954134,0.006092744929850516,0.8087400794029236,3.8415210247039795,1.0,0.5612214207649231,0.9860501280643981,0.014132821075740943,0.9326359092046558,0.9324854990434404,0.9994151592548763,0.014041346497833729,0.2310715764760971,0.025655822828412056
test,1900,12.651328795610802,2.71476885996376,0.26400926253990564,0.006272233055949626,0.8375677466392517,3.9784531593322754,1.0,0.5715805292129517,0.9950612767514176,0.005121638924455826,0.9431114786394426,0.9428713846303478,0.9999448752342802,0.004938723053783178,0.18211285769939423,0.020612681284546852,0.8761658072471619,0.7968196868896484,0.32116931676864624,0.6647182703018188,0.9703893285782739,0.9504462074954556,0.9309862706874723,0.9506072689204007,0.9445977349191634,0.9321035770289312,0.9554666027930487,0.40378956468657184,[[0.06639602]],[[0.05118012]],[[0.05164876]],0.056408300560644054,0.15162773293812448,0.1428862665119337,0.12224608516192031,0.13892002820399282
train,1920,13.089362490277477,2.8619062058706666,0.25559086386118446,0.006136123223233773,0.7697004675865173,3.694567918777466,1.0,0.5735784769058228,0.9838090010976949,0.0163739480424442,0.9327878808223902,0.9326350091689373,0.9993055016151656,0.016282472759485245,0.23325186967849731,0.026363743469119072
test,1920,12.70154484224991,2.741658714717281,0.26207369058991736,0.0062917603342065006,0.8054494857788086,3.866163730621338,1.0,0.5959746241569519,0.996524602158405,0.003475397841595025,0.9424260110405875,0.9422999769005386,0.9999265003123736,0.003475397825241089,0.17825333774089813,0.02106393128633499,0.8769596815109253,0.793042778968811,0.3322756290435791,0.6674260298411051,0.9710092877884768,0.9521042272453577,0.9327281270040612,0.9519472140126318,0.9475488857278637,0.9357246421845675,0.956950740811675,0.41377926712228746,[[0.06527247]],[[0.0490511]],[[0.05260925]],0.055644271307092326,0.17603538525949458,0.1351085122888659,0.1330281587535237,0.14805735210062806
train,1940,13.099699209515446,2.830707531903543,0.25479427886192413,0.00618069132906404,0.74415123462677,3.6091389656066895,1.0,0.6551797986030579,0.9836717892425906,0.01646542261251372,0.9337099535786554,0.9334740966079509,0.9993694685716635,0.016373947262763977,0.2272677719593048,0.025415465235710144
test,1940,12.728755144133567,2.7094728348785897,0.26262817047883896,0.006370722542503223,0.8103250861167908,3.9300827980041504,1.0,0.5648625493049622,0.9976220962136455,0.0023779037863544904,0.9429974951971012,0.9428713846303478,0.9999816250780934,0.0023779037874192,0.18196450173854828,0.020140117034316063,0.8731240034103394,0.7879430651664734,0.3253543972969055,0.6621404886245728,0.9711425428905613,0.9514859428688187,0.9331660437573012,0.9519315098388937,0.944514622102082,0.9309521743442524,0.9565887386415636,0.4086753449304132,[[0.05434261]],[[0.03645685]],[[0.05118326]],0.04732757161887246,0.14466809480004983,0.1406415451777261,0.12763709161007855,0.13764891052928482
train,1960,13.159788206039748,2.8452375783965653,0.25401757062680985,0.006225348313015074,0.7680310606956482,3.7633583545684814,1.0,0.5920870304107666,0.9836717892425906,0.016602634467618,0.9332094266722821,0.933022515004409,0.9993283469567721,0.016419684514403343,0.23249267041683197,0.02570643089711666
test,1960,12.810685633653605,2.7140172578439388,0.2627488075760136,0.006439329539109533,0.8022433519363403,3.9309983253479004,1.0,0.607224702835083,0.9945125297237973,0.0054874702762026705,0.9427966874612382,0.9425674443485343,0.9999081253904671,0.005487470421940088,0.18253777921199799,0.021558301523327827,0.8759976625442505,0.7883304953575134,0.32259035110473633,0.6623061696688334,0.9711836360347871,0.9523294851299066,0.9328503971015888,0.9521211727554274,0.9469961085250582,0.9347890475341564,0.9573159188148902,0.41075874490185343,[[0.06279792]],[[0.04674702]],[[0.05374253]],0.05442915793714789,0.16403612422674307,0.13504987156383375,0.12290104644560637,0.14066234741206107
train,1980,13.199577518230038,2.817102300348711,0.2537557924356471,0.006282365375120344,0.7995509505271912,3.9577832221984863,1.0,0.6018878221511841,0.9856842297841201,0.014361507500914746,0.9344161730101905,0.9341911349649261,0.9994517118014465,0.014452981762588024,0.2248034030199051,0.025366943329572678
test,1980,12.87995017536471,2.713678198452076,0.26174554987060145,0.006480171994560163,0.7856295108795166,3.888871908187866,1.0,0.6111411452293396,0.9976220962136455,0.0023779037863544904,0.9429488582476107,0.9428227541852576,0.9999816250780934,0.0023779037874192,0.18219205737113953,0.020445454865694046,0.877773106098175,0.7949911952018738,0.3200935125350952,0.664285937945048,0.9716084339198648,0.9517080207888656,0.9320550276003388,0.951790494103023,0.9473078620235696,0.9326562906131559,0.9568646271605303,0.4078507646065551,[[0.06232029]],[[0.04305344]],[[0.0525581]],0.05264394418968236,0.17737960069860048,0.13817984195076483,0.1144340595400834,0.1433311673964829
train,2000,13.248570246091047,2.8231328440113814,0.2525558761306355,0.006315791072336868,0.7581489682197571,3.790750503540039,1.0,0.6150092482566833,0.9827113062568605,0.01765459202341749,0.9345871108900438,0.9345115138052768,0.9991958439754549,0.017334431409835815,0.22420184314250946,0.024872230365872383
test,2000,12.924179205363295,2.7413583619079533,0.2591319791529718,0.0064802429686679425,0.837981641292572,4.189914703369141,1.0,0.6137283444404602,0.9935979513444302,0.006584964331443205,0.940948952163178,0.9405492808772933,1.0,0.006402048747986555,0.19387798011302948,0.020987777039408684,0.8820086121559143,0.7985090017318726,0.3243699073791504,0.6682958404223124,0.9719922607020628,0.95315123749976,0.9332636094261161,0.9528023692093129,0.949314423674967,0.9376770574578068,0.9596021032050248,0.40497220583023424,[[0.06324653]],[[0.04663012]],[[0.05472131]],0.0548659845232198,0.15339976559144997,0.14032440481242825,0.12614205487763464,0.13995540842717094
train,2020,13.312526566093325,2.8294677734375,0.2521223880587765,0.006367974913334847,0.800898551940918,4.044543743133545,1.0,0.5607606768608093,0.9844950603732162,0.015642151481888036,0.9339973573309653,0.9338951659409832,0.9992963634785231,0.015550676733255386,0.23055803775787354,0.02552337571978569
test,2020,12.97576640889482,2.706713358096019,0.2602055914030883,0.006572136219723717,0.8004499673843384,4.042278289794922,1.0,0.6005589365959167,0.9976220962136455,0.0023779037863544904,0.94291515696812,0.9428349117965302,0.9999448752342802,0.0023779037874192,0.1767890900373459,0.021158628165721893,0.8833783268928528,0.7972437143325806,0.33178287744522095,0.6708016395568848,0.9720357086553536,0.9533975319207624,0.932819305474369,0.952750848683495,0.9484740794208051,0.9356167156663633,0.958727882686941,0.4102810549899748,[[0.06463344]],[[0.04621702]],[[0.05479356]],0.05521467271327022,0.16818978661969297,0.14628878404877155,0.13787190319184717,0.15078349128677057
train,2040,13.378349739686064,2.8349290687960234,0.2518074249898476,0.0064229653025572875,0.7736867666244507,3.945808172225952,1.0,0.6254621744155884,0.9829857299670691,0.017242956458104648,0.9335597958785038,0.933318484028352,0.9993374850934146,0.017105745151638985,0.2325620800256729,0.025599539279937744
test,2040,13.044644960215393,2.7078604550777676,0.259321180322346,0.0066146220410132255,0.8005009889602661,4.082561016082764,1.0,0.6169795989990234,0.9972562648618987,0.0027437351381013352,0.9430812256809339,0.9429321726867105,0.9999816250780934,0.002743735210970044,0.17926816642284393,0.020034700632095337,0.8737964630126953,0.7913172841072083,0.32366234064102173,0.6629253625869751,0.9722596365093563,0.9532671425731434,0.9318260914871451,0.9524509568565483,0.9500536629994297,0.9374274594650759,0.9579787332006827,0.4083847806843116,[[0.07044121]],[[0.05358405]],[[0.05224383]],0.058756362318112376,0.15948044203513112,0.14172190676722207,0.12570492222377064,0.1423024236753746
train,2060,13.39234738327233,2.8017673150462805,0.2512153418911188,0.006470660327609851,0.7276081442832947,3.7471871376037598,1.0,0.6590437889099121,0.9855470179290158,0.014773143066227588,0.9345604707519701,0.9343192865010664,0.9994608499380891,0.01449871901422739,0.22870253026485443,0.025205818936228752
test,2060,13.117779628480834,2.7497761002270726,0.25529950973820553,0.0065758579746185986,0.8057286143302917,4.149508953094482,1.0,0.5751485228538513,0.9967075178342784,0.0032924821657216025,0.9411335530235782,0.940950482049287,0.9999816250780934,0.0032924821134656668,0.1885412484407425,0.020284008234739304,0.8764238953590393,0.7934784293174744,0.3242083191871643,0.6647035479545593,0.9719193532571336,0.9523996843103908,0.9321034419438523,0.9521408265037922,0.9526017119064988,0.9393121108601105,0.9608186596667616,0.4012242838251173,[[0.06667689]],[[0.04691222]],[[0.0542252]],0.055938106983610465,0.16396566980966865,0.14416555627449434,0.13073870091420706,0.14628997566612334
train,2080,13.436240594028511,2.793261218498445,0.25020367314952485,0.006507147009068953,0.7602872252464294,3.9534988403320312,1.0,0.6004502773284912,0.9841291620929382,0.0161452616172704,0.9351094480594792,0.934859353689086,0.9994014520499125,0.01596231199800968,0.22245833277702332,0.025287194177508354
test,2080,13.135301335106085,2.6937785493143522,0.25897488786813566,0.006735263498741752,0.7727908492088318,4.018517971038818,1.0,0.614715039730072,0.996524602158405,0.003475397841595025,0.9433136353687896,0.9431874825234338,0.9999265003123736,0.003475397825241089,0.1774064302444458,0.020163001492619514,0.8793075680732727,0.7924847602844238,0.3220393657684326,0.6646105647087097,0.9725252632085105,0.954358005823629,0.9336853177879425,0.9535228622733607,0.9495056687530439,0.9376951767852654,0.9591931435223268,0.40421363764819834,[[0.06692881]],[[0.05012825]],[[0.05443704]],0.05716469729322462,0.16838626399623557,0.1372642980814922,0.12322610020369018,0.14295888742713933
train,2100,13.50507900700044,2.7949619397897227,0.24962997052680866,0.006554627747361364,0.7884564399719238,4.139401912689209,1.0,0.5519938468933105,0.9856842297841201,0.014498719356019027,0.9351417829372201,0.9350027613604811,0.9993968829815912,0.014315770007669926,0.2248346209526062,0.02514614351093769
test,2100,13.180931079620981,2.7101595055060477,0.2545365968002618,0.006683462873408275,0.811984658241272,4.262925148010254,1.0,0.5919227004051208,0.993963782696177,0.006036217303822937,0.9424648538210828,0.9421784007878132,0.9999265003123736,0.006036217324435711,0.1879807859659195,0.0212495569139719,0.8824116587638855,0.7993241548538208,0.32813870906829834,0.6699581742286682,0.9730872880947861,0.9544016948527163,0.9333161882215338,0.9536017237230121,0.9523714596383291,0.9409169863361144,0.9602435828498415,0.41300563984262456,[[0.06954909]],[[0.05194043]],[[0.05535364]],0.0589477188353264,0.1655145113412143,0.1432580087454427,0.1258493510066626,0.14487395703110653
train,2120,13.526725673780222,2.7728925245042864,0.24937871346053211,0.006610368840248037,0.7555646896362305,4.004498481750488,1.0,0.6183668375015259,0.9841291620929382,0.01605378704720088,0.9350249035597441,0.9348288414185765,0.999360330435021,0.015916574746370316,0.2255990207195282,0.025110440328717232
test,2120,13.21837317374456,2.6528531317521606,0.2579331231418161,0.006837123571713219,0.7815513610839844,4.142228126525879,1.0,0.6709269285202026,0.9959758551307847,0.004024144869215292,0.9441600291846537,0.9439534120336036,0.9999632501561868,0.0040241447277367115,0.1775103360414505,0.02003084123134613,0.881523609161377,0.7981580495834351,0.32640767097473145,0.6686964432398478,0.9729265029730005,0.9543397678885985,0.9329570438793683,0.9534077715803225,0.9503792689289712,0.9378811547690582,0.9584729605370299,0.40143993181075466,[[0.06261923]],[[0.04506483]],[[0.05292625]],0.053536770963816156,0.16936433173848497,0.14077074044660387,0.12611963041832364,0.1454182342011375
train,2140,13.569397907138438,2.7570031811979026,0.24871036154073192,0.006654823974612865,0.7591255307197571,4.0613274574279785,1.0,0.5923042297363281,0.9832144163922429,0.01733443102817417,0.935551214747894,0.935307884065577,0.9993466232300572,0.01692279614508152,0.22678877413272858,0.025492679327726364
test,2140,13.299471889703087,2.687729961980691,0.2545383579665136,0.006810765569076343,0.8186349272727966,4.379703044891357,1.0,0.6051037907600403,0.9946954453996707,0.0053045546003292485,0.9435270082934066,0.9433090586361592,0.9999081253904671,0.0053045544773340225,0.18884141743183136,0.020783837884664536,0.8808720707893372,0.7982673645019531,0.32895463705062866,0.6693646907806396,0.9727173013233138,0.9542473232013481,0.9321568193939188,0.9530404813061936,0.9529289758153183,0.941673275374859,0.9597357766776532,0.41559343925101355,[[0.06647412]],[[0.04800103]],[[0.0528183]],0.05576448401295989,0.16099947761759004,0.1388660999338558,0.1308770509067693,0.14358087615273837
train,2160,13.5981685563055,2.739464657584957,0.24761940034544602,0.006687531430949565,0.7286374568939209,3.93464732170105,1.0,0.6397197842597961,0.9827113062568605,0.01751738016831321,0.9364600246603103,0.9362293546349665,0.9993192088201295,0.017334431409835815,0.22126828134059906,0.02487272024154663
test,2160,13.328525907098866,2.6354111998875354,0.2551563654387261,0.0068910845083133086,0.7769109010696411,4.195324897766113,1.0,0.652644693851471,0.997805011889519,0.002194988110481068,0.9441979210990213,0.9442208794815995,0.999871375546654,0.002194988075643778,0.17639216780662537,0.019661158323287964,0.8761815428733826,0.7946691513061523,0.32641541957855225,0.6657553712526957,0.9731562434002341,0.9526783073300051,0.9327853595486957,0.9528733034263116,0.9509440610647006,0.9395632730012178,0.959034696839495,0.403908109523721,[[0.05992664]],[[0.0414257]],[[0.05093918]],0.05076384095139066,0.15002858932819563,0.148658398326865,0.12694234510723074,0.14187644425409712
train,2180,13.660126806483179,2.7457482553950343,0.24679684281305564,0.006727009413687231,0.7679988741874695,4.185599327087402,1.0,0.606935977935791,0.9851353823637029,0.015184778631540432,0.9358311944748785,0.9356526727223353,0.9993968829815912,0.01491035521030426,0.22331036627292633,0.024963272735476494
test,2180,13.423806712770018,2.7033373670646035,0.2539850196259231,0.006922939525824185,0.7539044618606567,4.1087846755981445,1.0,0.6569904685020447,0.9948783610755442,0.005121638924455826,0.9434967109662828,0.9433820043037944,0.9998346257028408,0.005121638998389244,0.18320322036743164,0.021032385528087616,0.8821824193000793,0.7953556776046753,0.33285748958587646,0.6701318621635437,0.973265399208467,0.9536932561144223,0.9341996309387877,0.9537194287538924,0.9535098568697841,0.9413909691644002,0.9615654792332253,0.40233838229152774,[[0.0698706]],[[0.05064742]],[[0.05530648]],0.05860816550456633,0.16188218109333197,0.14031219809779727,0.13666380935180364,0.1462860628476443
train,2200,13.711117707108388,2.7333642685321764,0.24716691311313868,0.006798882070731385,0.7668214440345764,4.217523097991943,1.0,0.6165258288383484,0.9827570435418953,0.01728869374313941,0.9362496909991486,0.9360584859201128,0.9992735181369167,0.017425905913114548,0.22150301933288574,0.02493848279118538
test,2200,13.44083392347521,2.646337006413481,0.2533073236895628,0.006967787879559728,0.8022050857543945,4.41213321685791,1.0,0.5975844264030457,0.9967075178342784,0.0032924821657216025,0.9444532247279801,0.9444761893183228,0.9998162507809342,0.0032924821134656668,0.17268246412277222,0.020046843215823174,0.8776795864105225,0.7964034080505371,0.3332652449607849,0.6691160798072815,0.973301744847395,0.9535682262741543,0.9339102315420645,0.9535934008878714,0.9514665612777671,0.9400400557142803,0.9601845438772759,0.398213348477308,[[0.05676789]],[[0.03861165]],[[0.05080622]],0.04872858569955618,0.16598167302720512,0.1453995117643978,0.13358769681907048,0.14832296053689112
train,2220,13.736386317627534,2.7285405035818013,0.2454815504099919,0.006813886628078987,0.7721020579338074,4.285172462463379,1.0,0.5955941081047058,0.9849981705085986,0.015230515916575193,0.9363104757486601,0.9360798445094695,0.9994334355281614,0.015047566965222359,0.22167623043060303,0.02526126801967621
test,2220,13.52075121924758,2.653797608091732,0.2543833223059951,0.007060975113495024,0.7732905745506287,4.291768550872803,1.0,0.6584081649780273,0.9972562648618987,0.0027437351381013352,0.9443471705454634,0.9442208794815995,0.9999632501561868,0.002743735210970044,0.18044759333133698,0.01970457099378109,0.8733124136924744,0.786456286907196,0.3272647261619568,0.6623444755872091,0.9735258258701248,0.9541047926530853,0.9336474741463815,0.9537593642231972,0.952066542117304,0.94038159069215,0.9610347814633112,0.3997117834697988,[[0.0672049]],[[0.05007313]],[[0.05516947]],0.05748249889164964,0.17526884804156384,0.14080237554141417,0.13150031232139162,0.1491905119681232
train,2240,13.799438913445137,2.729695504024881,0.24551024019958073,0.006876054399317697,0.7609068155288696,4.261083602905273,1.0,0.6231126189231873,0.982070984266374,0.018111964873765093,0.9366463494660249,0.9363727623063615,0.9993192088201295,0.01797475293278694,0.22728188335895538,0.02539435401558876
test,2240,13.602715359498188,2.693177598081386,0.2508572079002781,0.007025807993104669,0.7985886931419373,4.472102642059326,1.0,0.6197490692138672,0.9928662886409365,0.007133711359063472,0.9435693624055033,0.9438561511434234,0.9994120024989894,0.007133711129426956,0.1841631680727005,0.02112058736383915,0.8746019005775452,0.7928406000137329,0.32129794359207153,0.6629134813944498,0.9734802219073367,0.9537876617274859,0.9337473954285878,0.9536717596878036,0.9536180149278509,0.9416898996696852,0.9622657844965499,0.40771898508796045,[[0.06256996]],[[0.04469119]],[[0.05517375]],0.05414496621983244,0.16524732860733826,0.1372084328290648,0.11610635771593639,0.13952070638411315
train,2260,13.827232798420376,2.7071116001144504,0.24464604412292412,0.006913006081839189,0.7139712572097778,4.033942699432373,1.0,0.7040064930915833,0.9836260519575558,0.016602634467618,0.9371585533343507,0.9369189319484831,0.999360330435021,0.01655689626932144,0.22527022659778595,0.025195088237524033
test,2260,13.682885813150499,2.687611185132814,0.25522153138111336,0.007211839476004114,0.7647125720977783,4.320631504058838,1.0,0.6857448816299438,0.9956100237790378,0.004389976220962136,0.9436616293630627,0.9436616293630627,0.999779500937121,0.004389976151287556,0.18625004589557648,0.020917532965540886,0.8778881430625916,0.7952653169631958,0.3299027681350708,0.6676854093869528,0.9738524421513582,0.9542191642788223,0.9342410247797233,0.9541042104033012,0.9519874889136247,0.9400034378864952,0.9599794459345747,0.40423204740943053,[[0.0619001]],[[0.04289104]],[[0.05350123]],0.05276412270370113,0.16280248407318765,0.14495446463664274,0.12943838167542857,0.1457317767950863
train,2280,13.896394802893294,2.714267991725839,0.2444120763729136,0.006967491722974104,0.7687031626701355,4.381613731384277,1.0,0.6408886313438416,0.9833058909623125,0.017197219173069888,0.9369809835104971,0.9367999340934957,0.9993009325468444,0.016831321641802788,0.22214818000793457,0.02483201213181019
test,2280,13.673649577176917,2.6320440174784503,0.25146623370371374,0.007168585644126825,0.7762635350227356,4.424707412719727,1.0,0.6593855619430542,0.9921346259374428,0.00786537406255716,0.9450025540609569,0.9446463958761383,0.9998897504685605,0.007865373976528645,0.17409418523311615,0.019800910726189613,0.878150463104248,0.7989665269851685,0.32768213748931885,0.6682663758595785,0.9733746821534178,0.9542213209602695,0.9338877289075499,0.9538279106737457,0.9530629492995712,0.9411631448008401,0.9610670194942526,0.40371273539207014,[[0.06287796]],[[0.04470746]],[[0.05330937]],0.05363159466556988,0.1752399717220191,0.1416782121249197,0.13117581143942525,0.14936466509545468
train,2300,13.939205555265044,2.707819899926463,0.24371463511830235,0.007008532226426411,0.7400994300842285,4.255577087402344,1.0,0.6408740878105164,0.9866904500548848,0.01358397365532382,0.9366221685070226,0.9364002233498201,0.9994974024846593,0.013492499478161335,0.22249889373779297,0.025045758113265038
test,2300,13.811243084638368,2.699256507618152,0.25119538950008646,0.007223657215277674,0.7934667468070984,4.562439441680908,1.0,0.658837616443634,0.9950612767514176,0.004938723248582404,0.9432108373665394,0.9429929607430731,0.9999265003123736,0.004938723053783178,0.1841907799243927,0.020677102729678154,0.8788895606994629,0.7889090180397034,0.3274574875831604,0.6650853554407755,0.9741872533607073,0.954223975583336,0.9322718710174642,0.9535610333205025,0.9536647010410922,0.9420115912502343,0.960505668322558,0.4130870300112868,[[0.06628124]],[[0.04730648]],[[0.0528956]],0.05549443928402892,0.1754484402631179,0.13600912962748923,0.13034941117407653,0.14726899368822788
train,2320,14.003271598760087,2.7050275582775196,0.24376997300394718,0.007071059983922796,0.7240656614303589,4.199585914611816,1.0,0.6574602127075195,0.9835345773874863,0.016602634467618,0.9373554132662716,0.9371355690691011,0.9993374850934146,0.016648372635245323,0.2242397516965866,0.02511667087674141
test,2320,13.898887472744068,2.716121949202316,0.2494971186538621,0.007237187870504443,0.7967445254325867,4.621123790740967,1.0,0.6410728096961975,0.9963416864825315,0.003658313517468447,0.9435426014421382,0.9433820043037944,0.9999448752342802,0.003658313537016511,0.18342602252960205,0.02012418396770954,0.8716444373130798,0.7879518270492554,0.3222414255142212,0.6606125632921854,0.9736458164075589,0.95273646141242,0.9327541815651447,0.9530454864617078,0.9538346868008472,0.9413065995295724,0.9609544996330176,0.41589626006697894,[[0.06448677]],[[0.0438042]],[[0.05246662]],0.05358586097053192,0.18728288632356105,0.14338040043262268,0.12660090335355845,0.1524213967032474
train,2340,14.009156206523897,2.67360321558573,0.24269420848501674,0.007100522659711772,0.7232648730278015,4.231105327606201,1.0,0.6670680642127991,0.9854555433589463,0.014681668496158068,0.9380195554253488,0.9378770172424841,0.9993786067083061,0.014635930769145489,0.2207040786743164,0.02458971180021763
test,2340,13.842376450112473,2.6266585664555513,0.2501275868657435,0.007318001568500073,0.7507776618003845,4.392054080963135,1.0,0.6861071586608887,0.9914029632339492,0.00859703676605085,0.9469068528474469,0.9464578799557463,0.9999265003123736,0.008597036823630333,0.17763599753379822,0.019810223951935768,0.8762876987457275,0.7883985638618469,0.3276447653770447,0.6641103426615397,0.97409277204392,0.954094238137174,0.9337677448785796,0.9539849183532246,0.9540593915651895,0.9423331320239244,0.9614425265625173,0.40204950508838566,[[0.06175938]],[[0.04260846]],[[0.05294215]],0.05243666402623761,0.16915962080460656,0.13021729423913309,0.13006912826646352,0.14314868110340107
train,2360,14.085627404054879,2.6909463479760536,0.2422628765615665,0.007148462811845971,0.7461349368095398,4.4022016525268555,1.0,0.6465052962303162,0.9865989754848152,0.013721185510428101,0.937446020221626,0.9372728742863943,0.9994608499380891,0.013492499478161335,0.22418829798698425,0.024699093773961067
test,2360,13.890104332549361,2.6223833702677712,0.2507360404994777,0.007398480883820114,0.746513307094574,4.404433727264404,1.0,0.6889247298240662,0.9970733491860252,0.0029266508139747576,0.9448800709969972,0.9449260209354066,0.9998162507809342,0.0029266509227454662,0.17296889424324036,0.02046803943812847,0.8802092671394348,0.792049765586853,0.3318437933921814,0.6680342753728231,0.9742334529226279,0.9553140247840727,0.9344553856162182,0.9546676211076396,0.9540213851164726,0.9437609282078973,0.9625106039515903,0.4032835084196991,[[0.06845816]],[[0.05085447]],[[0.05575653]],0.05835638555926354,0.17773110295609396,0.13433924386259355,0.13785296930292998,0.14997443870720584
train,2380,14.090639090651432,2.660920146965867,0.2415648246483187,0.007188250526180636,0.7129563093185425,4.242095470428467,1.0,0.6819989085197449,0.9844035858031467,0.015733626051957557,0.9384821507594739,0.9382736767591087,0.9993786067083061,0.015687888488173485,0.2216707319021225,0.024710169062018394
test,2380,14.049955729834663,2.6927154635912065,0.2511431322643782,0.007473272465369408,0.7746496796607971,4.609171390533447,1.0,0.7062742114067078,0.991768794585696,0.008231205414304006,0.9436403882172655,0.9432847434136141,0.999871375546654,0.008231205865740776,0.17238596081733704,0.019741397351026535,0.8771859407424927,0.7972868084907532,0.32942330837249756,0.6679653525352478,0.9742617398209279,0.9542147524371078,0.9332771875773535,0.953917893278463,0.954211210801793,0.9421669921820028,0.9610763024152125,0.41408247838383555,[[0.06380623]],[[0.04388262]],[[0.0530078]],0.05356554822759029,0.1641079271381214,0.14303222107414937,0.12780792607965907,0.14498269143064327
train,2400,14.173823170639245,2.67378118733456,0.24104983179376452,0.0072331823026354925,0.7421123385429382,4.452679634094238,1.0,0.6662642359733582,0.985867178924259,0.014315770215879986,0.93878173828125,0.9386276190970199,0.9994014520499125,0.014315770007669926,0.21943360567092896,0.024528251960873604
test,2400,14.049753503256923,2.6622000848307175,0.2490598288885479,0.007473538285458657,0.7388636469841003,4.433187007904053,1.0,0.6988725066184998,0.9970733491860252,0.0029266508139747576,0.9451719986867545,0.9450111242143143,0.9999816250780934,0.0029266509227454662,0.1704465001821518,0.020072560757398605,0.8745899796485901,0.7894150614738464,0.32625967264175415,0.6634215712547302,0.9748836654377,0.9544843967155066,0.9333344500292416,0.9542341707274827,0.9559733546455254,0.9447952993133618,0.9604895475634561,0.4128780691974256,[[0.06548379]],[[0.04582451]],[[0.04975312]],0.053687136797917645,0.1623655939708778,0.14355962460861926,0.13491315299657164,0.14694612385868958
train,2420,14.215235993140702,2.669805915461239,0.24076742555385888,0.0072848939757974695,0.7102737426757812,4.297161102294922,1.0,0.6771344542503357,0.9828942553969996,0.01751738016831321,0.9382854701376385,0.9381028080442549,0.9992643800002742,0.01751738041639328,0.2233947068452835,0.02463650144636631
test,2420,14.080040388489328,2.655226033938003,0.24612879748751743,0.007447112872359878,0.7544135451316833,4.564206600189209,1.0,0.7056913375854492,0.9957929394549113,0.004207060545088714,0.9446579273779702,0.9444397164845051,0.9999632501561868,0.004207060672342777,0.1765800267457962,0.02114328183233738,0.8744475841522217,0.7923697829246521,0.32801365852355957,0.6649436752001444,0.9748449481272514,0.9547084413983964,0.9334414620285737,0.9543316171847405,0.9568224541148975,0.9452786398414637,0.9624073196441895,0.41425446908949837,[[0.06968088]],[[0.05008039]],[[0.05419392]],0.057985063811177025,0.16506428196099043,0.1481446070152963,0.13515531564589353,0.1494547348740601
train,2440,14.257545112124127,2.65948347865641,0.2401154117186428,0.00732518885953005,0.7414016127586365,4.522554874420166,1.0,0.6636092662811279,0.9849524332235639,0.015321990486644713,0.9387753233515025,0.9385757482371536,0.9994060211182337,0.015093304216861725,0.22355180978775024,0.024707479402422905
test,2440,14.17121671212969,2.6861734147784433,0.2465193144730421,0.007520552400663371,0.7472360134124756,4.558145046234131,1.0,0.7019592523574829,0.9956100237790378,0.004389976220962136,0.9430141917281804,0.942761966128895,0.9999816250780934,0.004389976151287556,0.18175910413265228,0.021012701094150543,0.8834370374679565,0.7965714335441589,0.3320653438568115,0.6706912716229757,0.974873703827242,0.9546461855708147,0.9339667462230855,0.9544955452070475,0.9569601555651471,0.9450410298988233,0.9624237921806998,0.4165866982476646,[[0.0655514]],[[0.04655558]],[[0.05319371]],0.0551002305232077,0.16728275717942875,0.13508555202418915,0.133433738248087,0.1452673491505683
train,2460,14.344449693014715,2.6783738288083794,0.2400717894061773,0.007383870021381589,0.7353222370147705,4.5222368240356445,1.0,0.6566765904426575,0.9849524332235639,0.015413465056714233,0.9378586078081891,0.9376481752136622,0.9994151592548763,0.015047566965222359,0.22089004516601562,0.025124182924628258
test,2460,14.227530144502547,2.681981135749154,0.24610371691709204,0.007569393563440232,0.7805694937705994,4.800507545471191,1.0,0.6740521192550659,0.9979879275653923,0.002012072434607646,0.9434028790973641,0.9433455314699768,0.9999448752342802,0.0020120723638683558,0.180827334523201,0.0197594054043293,0.8797160387039185,0.7979561686515808,0.3341926336288452,0.6706216136614481,0.9748740135703977,0.9559449272890201,0.9343210376307511,0.955046659496723,0.9574806690446932,0.9464753515507366,0.9629268507916745,0.4109988844514453,[[0.07212351]],[[0.05286758]],[[0.055158]],0.0600496974653679,0.173181468615889,0.14281952353185545,0.1315160269434086,0.14917233969705102
train,2480,14.383016148374232,2.6660619206015026,0.2394662432037253,0.007425105856393591,0.7044314742088318,4.3674798011779785,1.0,0.6989923715591431,0.984174899377973,0.0161452616172704,0.9384575474577306,0.938252318169752,0.9993557613666997,0.01596231199800968,0.2216808944940567,0.025039296597242355
test,2480,14.279810034991051,2.662468440793911,0.24661440907742263,0.0076467483208227365,0.7969158291816711,4.940883636474609,1.0,0.6717535257339478,0.9954271081031645,0.004572891896835559,0.9446511514797792,0.9445248197634128,0.999871375546654,0.0045728920958936214,0.16847337782382965,0.01946781389415264,0.8782538175582886,0.7986839413642883,0.3282585144042969,0.6683987577756246,0.9750052018039135,0.95589318753201,0.9345113276820699,0.9551365723393311,0.956102748409655,0.9443475500329707,0.9630182034835228,0.4165250731843712,[[0.06847953]],[[0.04797818]],[[0.05490795]],0.05712188506012759,0.17050641750170803,0.14871017759562344,0.1309412370364247,0.15005261071125206
train,2500,14.376873689477714,2.6122394482207483,0.2387348531673472,0.007462105463595125,0.7472268342971802,4.670172214508057,1.0,0.6304329037666321,0.9846322722283205,0.015687888766922797,0.9392671403457369,0.9390334322947973,0.9994197283231976,0.015367727726697922,0.2207418531179428,0.024144571274518967
test,2500,14.228299284670369,2.5667794497810728,0.2450231967644825,0.007658659433367835,0.7752155661582947,4.845101833343506,1.0,0.659063994884491,0.997805011889519,0.002194988110481068,0.9473089127448239,0.9473089127448239,0.9998897504685605,0.002194988075643778,0.1669202446937561,0.019924331456422806,0.875481903553009,0.7941868305206299,0.32675427198410034,0.6654743353525797,0.9748802995588346,0.9549600657306339,0.9340984516285937,0.9546462723060207,0.9575465323861613,0.9471488314634456,0.9633192734208372,0.41151971746108656,[[0.06923267]],[[0.05219465]],[[0.05500022]],0.058809181528518516,0.15412572377171485,0.14759261707106375,0.12727225601148354,0.14299686561808736
train,2520,14.459240968175918,2.6336011275938045,0.23833900539595,0.007509311292159387,0.7496542930603027,4.722827434539795,1.0,0.6425212025642395,0.9822081961214782,0.018249176728869373,0.9397289956358531,0.9395612945746131,0.9992141202487401,0.018157701939344406,0.21687421202659607,0.024131998419761658
test,2520,14.40410469785041,2.625919379022716,0.24504398606214703,0.007720564112262158,0.7873992919921875,4.960620880126953,1.0,0.645239531993866,0.9934150356685568,0.006584964331443205,0.9451370054607592,0.9447922872114087,0.9999448752342802,0.0065849642269313335,0.16870641708374023,0.019986113533377647,0.8790087699890137,0.7924277782440186,0.32957231998443604,0.6670029560724894,0.9746759263536093,0.9540618804704643,0.9337975352159094,0.9541784473466611,0.9558375625462392,0.9436222850900299,0.9625074132760202,0.3940515558970135,[[0.06435147]],[[0.04440055]],[[0.05206209]],0.05360470436497647,0.1876817040240032,0.1392617683425048,0.13271240611173818,0.1532186261594154
train,2540,14.4951212733297,2.619108259394367,0.2380850991180342,0.007560826827799068,0.7140339016914368,4.534120082855225,1.0,0.7350241541862488,0.9852725942188072,0.01500182949140139,0.9391497010739365,0.938984612661982,0.99939231391327,0.014773143455386162,0.2238980084657669,0.02471999265253544
test,2540,14.425836714525992,2.602650392768543,0.24635801564759652,0.007823548390267988,0.7719984650611877,4.902195453643799,1.0,0.6499409675598145,0.9959758551307847,0.004024144869215292,0.9460484567038258,0.9461174668401152,0.9997427510933079,0.0040241447277367115,0.17300549149513245,0.01922721043229103,0.87989741563797,0.7929660081863403,0.33064383268356323,0.6678357521692911,0.9749572509258008,0.9551107458109971,0.9345750988751247,0.9548810318706408,0.9565777612539789,0.9460128677132157,0.9620340284220006,0.41031624512667664,[[0.06729026]],[[0.0493261]],[[0.05240776]],0.05634137145205378,0.1770339127843371,0.14209226755399862,0.13063143271050318,0.14991920434961295
train,2560,14.520645319913884,2.6038201308014886,0.23691520977055158,0.007582897736084093,0.7375218272209167,4.720144748687744,1.0,0.6555720567703247,0.9855470179290158,0.014544456641053787,0.9393759060044251,0.9392012497826001,0.9994060211182337,0.014590193517506123,0.21896672248840332,0.024579968303442
test,2560,14.55487810193849,2.681657550058876,0.24529233701882816,0.007851022772494233,0.7410880327224731,4.742968559265137,1.0,0.7042533159255981,0.9945125297237973,0.0054874702762026705,0.9442248519270764,0.9438804663659685,1.0,0.005487470421940088,0.17119261622428894,0.019538652151823044,0.8784316778182983,0.7982468605041504,0.3322909474372864,0.669656495253245,0.9747146982113233,0.9555612592935334,0.9346311957827441,0.9549690510958669,0.9565740339818856,0.9467493949022775,0.9632236219376984,0.42112568024236724,[[0.06694355]],[[0.05024621]],[[0.0552301]],0.05747328668026148,0.1685294949710222,0.14965499106466829,0.13161486860904623,0.14993311821491226
train,2580,14.562595650777247,2.6030502626409993,0.23670507236317406,0.007635342260577626,0.7313869595527649,4.7174506187438965,1.0,0.647294819355011,0.9837175265276253,0.01646542261251372,0.9400936989729738,0.9398389562362504,0.9993786067083061,0.016419684514403343,0.21689817309379578,0.02433578111231327
test,2580,14.577284390603207,2.6574203521912727,0.24233700933852403,0.007817010384405671,0.7677276134490967,4.951848030090332,1.0,0.7008452415466309,0.9935979513444302,0.006402048655569782,0.9448417621445425,0.9444397164845051,1.0,0.006402048747986555,0.17421108484268188,0.02024923451244831,0.8741912841796875,0.7809414863586426,0.3302633762359619,0.6617987155914307,0.9748669808581396,0.953751167987862,0.9336196860019791,0.9540792782826601,0.9571317014913931,0.9461383844895538,0.9631219011507947,0.4250569669353726,[[0.06346387]],[[0.04600083]],[[0.05226514]],0.05390994492749321,0.1713613908345859,0.13219178778148544,0.13849957918432845,0.1473509192667999
train,2600,14.667910824317527,2.631539979523632,0.23647309710505765,0.007686971849319835,0.7005473375320435,4.553561687469482,1.0,0.7367063164710999,0.9830314672521039,0.017060007317965607,0.9397195805305629,0.9394819626712883,0.9993374850934146,0.017014270648360252,0.21841686964035034,0.02427339181303978
test,2600,14.576338821210175,2.597808876965629,0.24481575873252656,0.00795816466517856,0.7680240273475647,4.992160797119141,1.0,0.6792535185813904,0.9970733491860252,0.0029266508139747576,0.9458621570033919,0.9458621570033919,0.9998530006247474,0.0029266509227454662,0.1751049906015396,0.020174197852611542,0.8758457899093628,0.7950670719146729,0.3395932912826538,0.6701687177022299,0.9754409256004324,0.9551917334543423,0.9348996579320019,0.9551774389955922,0.9570672622250441,0.9457608033562932,0.9625912244602243,0.4223523787238815,[[0.06586443]],[[0.04704026]],[[0.05212287]],0.0550091866067692,0.1613035832894001,0.1456674833278524,0.1405384514401692,0.14916983935247388
train,2620,14.663594550542067,2.5931006723648893,0.2362358405221045,0.007738312463126435,0.7010184526443481,4.591675758361816,1.0,0.6826368570327759,0.9826655689718259,0.01751738016831321,0.9401472284788222,0.9399182881395753,0.9993009325468444,0.01751738041639328,0.21983179450035095,0.02493376098573208
test,2620,14.697013774911598,2.6620816875685933,0.241272109418764,0.007903284138400364,0.7768317461013794,5.088253021240234,1.0,0.6818947196006775,0.9976220962136455,0.0023779037863544904,0.9446808510638298,0.9446463958761383,0.9999081253904671,0.0023779037874192,0.17893800139427185,0.020189199596643448,0.8788255453109741,0.7958362102508545,0.3387971520423889,0.6711529692014059,0.9752694143858306,0.954434475559582,0.934072813680201,0.9545922345418711,0.9569970433828886,0.9473780637346502,0.9635138564422948,0.4153346312643996,[[0.06239403]],[[0.0458275]],[[0.0513898]],0.05320377539558129,0.16430560861817534,0.1464053693257713,0.14078249673117046,0.1504978248917057
train,2640,14.718365012530743,2.584390081244426,0.2354993122294845,0.007773055148964928,0.7273668646812439,4.800625801086426,1.0,0.6389223337173462,0.985867178924259,0.014270032930845226,0.9409041386024396,0.9407207608539774,0.9994380045964827,0.014178558252751827,0.2197866439819336,0.02420978806912899
test,2640,14.774678312796702,2.6559081718649966,0.24111529445002758,0.007958420189323728,0.7716752886772156,5.093061923980713,1.0,0.6888118982315063,0.9961587708066582,0.0038412291933418692,0.9449051556420234,0.944755814377591,0.9999265003123736,0.003841229248791933,0.18042728304862976,0.01882006786763668,0.8780283331871033,0.7848650217056274,0.33269691467285156,0.6651967565218607,0.974338956170877,0.9543793198683928,0.9337843724128594,0.954167549484043,0.9568983312733236,0.9470729219791065,0.9626839657961009,0.401043793648729,[[0.06524538]],[[0.04753465]],[[0.05193507]],0.054905032529354664,0.18617489831481582,0.13187505199344784,0.13941342479647745,0.15248779170158036
train,2660,14.766739492140713,2.5849489364875264,0.23505066935500513,0.007817003719271865,0.6842171549797058,4.550048828125,1.0,0.7384556531906128,0.9875137211855104,0.012532016099524331,0.9407980468451972,0.9406231215883467,0.999506540621302,0.012577753514051437,0.22036059200763702,0.023659447208046913
test,2660,14.789345849426002,2.6694255777920364,0.23939193884677026,0.007961379907846915,0.7756720781326294,5.158224582672119,1.0,0.6719310283660889,0.9948783610755442,0.005121638924455826,0.9448748039060695,0.9446220806535932,0.9999448752342802,0.005121638998389244,0.17827729880809784,0.019812926650047302,0.8771079182624817,0.7874906659126282,0.3340665102005005,0.6662216981252035,0.9753719808086521,0.9556305092054255,0.933686768766282,0.9548964195934532,0.9604351521037956,0.9509255966726109,0.9647934605812316,0.40921318305885546,[[0.07536318]],[[0.05729002]],[[0.05460906]],0.06242075131958683,0.1627687789850396,0.1332798116097652,0.13807411799399227,0.14470756952959904
train,2680,14.829258324504117,2.595176049130241,0.2343736788836583,0.00785307682756713,0.7459694743156433,4.998000621795654,1.0,0.6683576703071594,0.9859586534943285,0.014132821075740943,0.9401864081936594,0.9399915175887983,0.9994334355281614,0.01427003275603056,0.22336237132549286,0.024190127849578857
test,2680,14.895846710009703,2.6641242608348956,0.24306400257903957,0.008144260462014977,0.7524339556694031,5.0413126945495605,1.0,0.7054539322853088,0.991768794585696,0.008231205414304006,0.9464376930748462,0.9460809940062976,0.999871375546654,0.008231205865740776,0.17227676510810852,0.02007937990128994,0.8747326135635376,0.7884962558746338,0.31913572549819946,0.6607881983121237,0.9756135452373912,0.9547342737492973,0.9342354277806278,0.9548610822557722,0.9583915336637049,0.9466741103417972,0.9638509160578537,0.42810430546367517,[[0.0722861]],[[0.05118822]],[[0.05541199]],0.059628769113745206,0.16862425072527776,0.1411108851253522,0.12391417094295817,0.14454976893119606
train,2700,14.90693922388305,2.6008095990769644,0.23425026861163578,0.00790749847367226,0.7126332521438599,4.810279369354248,1.0,0.6734135150909424,0.9780918404683498,0.022548481522136846,0.9407206426330375,0.9405132774145123,0.9990587719258166,0.022091109305620193,0.22244270145893097,0.024531347677111626
test,2700,14.960713651687458,2.6953925479367684,0.23998646363711387,0.008101133058074191,0.7714455723762512,5.207262992858887,1.0,0.6496903896331787,0.9871959026888605,0.012804097311139564,0.944612763886354,0.9438318359208783,0.9999816250780934,0.01280409749597311,0.1771358996629715,0.01958535797894001,0.8710542917251587,0.7848793864250183,0.32863688468933105,0.6615235209465027,0.9752799872956526,0.954624027884505,0.9341131045064068,0.9546723732288548,0.9582475472981962,0.9469910665354874,0.9635624494716035,0.41291188240417254,[[0.06287867]],[[0.04199077]],[[0.05087528]],0.05191490695518324,0.164355801315757,0.1434208314916814,0.13500632572119645,0.14759431950954494
train,2720,14.949965354509072,2.592063337117379,0.23384665047079925,0.007952329503900284,0.7335755228996277,4.98831844329834,1.0,0.6718353629112244,0.9836717892425906,0.01646542261251372,0.940400584732857,0.9402203596176202,0.9993192088201295,0.016419684514403343,0.21916840970516205,0.024557141587138176
test,2720,14.97098342675013,2.6575313810240706,0.23979365500754884,0.008154566908379712,0.8051086664199829,5.474743366241455,1.0,0.660785973072052,0.9976220962136455,0.0023779037863544904,0.9448010893881919,0.9447436567663186,0.9999265003123736,0.0023779037874192,0.1748150736093521,0.019639166072010994,0.8799161911010742,0.7927134037017822,0.3344264030456543,0.6690186659495035,0.9755345659253312,0.9556755255246528,0.9349798603738168,0.9553966506079337,0.9583767101810715,0.9468910150999829,0.9644223056614155,0.4247332613192795,[[0.06403018]],[[0.04339712]],[[0.05152947]],0.05298558758073616,0.17901885511919935,0.14499335293426974,0.13857404651228902,0.15419541818858604
train,2740,14.952778950568044,2.564059925044451,0.23313198480421138,0.007986303322344328,0.7100812196731567,4.864060878753662,1.0,0.6889762282371521,0.9847694840834248,0.015321990486644713,0.9409877794191256,0.9407268633080793,0.999442573664804,0.01527625322341919,0.21775421500205994,0.023963196203112602
test,2740,15.020993174637871,2.6593976367080323,0.2395291911938606,0.008205449702821827,0.7676234841346741,5.258225917816162,1.0,0.6925014853477478,0.9963416864825315,0.003658313517468447,0.9447057822509086,0.944889548101589,0.9996692514056815,0.003658313537016511,0.1770387887954712,0.019994180649518967,0.8757390379905701,0.7898961305618286,0.3267800807952881,0.6641384164492289,0.9756296651492815,0.9553878103365763,0.9353309915187582,0.9554494890015386,0.9605363471469217,0.9505876562330993,0.9654420440141496,0.4235855028998713,[[0.0755093]],[[0.05706435]],[[0.05547167]],0.06268177571871493,0.17282514768440638,0.1410315006041506,0.1346946281102151,0.14951709213292402
train,2760,14.988964053243672,2.5479692723608873,0.2321984493117432,0.008012367401098132,0.719036340713501,4.961355686187744,1.0,0.7025247812271118,0.9865075009147457,0.01358397365532382,0.9415021210364086,0.9413157501289143,0.9994699880747316,0.013538236729800701,0.2222444862127304,0.024157242849469185
test,2760,15.062794174597645,2.59859145998148,0.2421988764083078,0.008357447638727094,0.7718917727470398,5.326058864593506,1.0,0.7110373377799988,0.9954271081031645,0.004572891896835559,0.9472519455252918,0.9471022333531908,0.9998897504685605,0.0045728920958936214,0.17566873133182526,0.01969829760491848,0.8702728152275085,0.7846114039421082,0.32568877935409546,0.660190999507904,0.9753911837683125,0.9559585784749748,0.9349603408543447,0.9554367010325439,0.9592803547009512,0.9498110233427368,0.9644451069092836,0.4300899378990944,[[0.07364947]],[[0.05591563]],[[0.05419972]],0.061254937500583896,0.16267430245533032,0.14011029532609143,0.13830238523041877,0.14702899433728017
train,2780,15.022081784786778,2.538296392100921,0.23246020900867292,0.008079509065915166,0.6805617213249207,4.729908466339111,1.0,0.7628723382949829,0.9849066959385291,0.015321990486644713,0.9418461275515188,0.9416056166987554,0.999424297391519,0.015230515971779823,0.219651997089386,0.02398480288684368
test,2780,15.173975490621006,2.6295964708706787,0.2414280354311594,0.008391199549163978,0.7670518159866333,5.331014633178711,1.0,0.7039026021957397,0.996524602158405,0.003475397841595025,0.9462679309506443,0.9463484614542934,0.9997611260152144,0.003475397825241089,0.16189993917942047,0.01905614510178566,0.8725655674934387,0.7957976460456848,0.33309853076934814,0.6671539147694906,0.9749416472663238,0.9563154920766084,0.9340230686777331,0.9550934026735551,0.9576196358366443,0.9481284771726246,0.9639771599455467,0.41269123790473533,[[0.06624707]],[[0.04811307]],[[0.05419215]],0.05618409869739104,0.17030760273429557,0.1481597379003492,0.1402250592579939,0.15289746663087955
train,2800,15.094989099652611,2.542782724536124,0.23206801018434,0.008123888798518102,0.7144995331764221,5.001501560211182,1.0,0.7174641489982605,0.985867178924259,0.014178558360775704,0.941888324253384,0.9416269752881121,0.9994928334163381,0.014224295504391193,0.21668335795402527,0.02391296997666359
test,2800,15.130354945830154,2.560083043538218,0.23906957425036726,0.008368989050995484,0.7728493809700012,5.409950256347656,1.0,0.722995936870575,0.9959758551307847,0.004024144869215292,0.946915456147815,0.9470536029081006,0.9996876263275881,0.0040241447277367115,0.1730671375989914,0.01954626850783825,0.870044469833374,0.7791358232498169,0.3293164372444153,0.659498910109202,0.9754424143815927,0.9549746824354578,0.9345412344869721,0.9549861104346743,0.9596473685618538,0.9481788276413908,0.9652467568890442,0.4135518341871011,[[0.0685604]],[[0.04755322]],[[0.05579475]],0.057302790089693,0.1600891895238684,0.1410795001427435,0.13890075989438508,0.14668981652033233
train,2820,15.129458601205199,2.5338385784708883,0.23159373325608915,0.008165178666699977,0.7079501152038574,4.991053104400635,1.0,0.7169614434242249,0.9828485181119648,0.01756311745334797,0.9424238447381834,0.9421975547466414,0.999310070683487,0.01738016866147518,0.21810829639434814,0.023986268788576126
test,2820,15.250541358188583,2.6371101475686505,0.23867050123450217,0.008414680560011698,0.7755867838859558,5.467891693115234,1.0,0.7099592089653015,0.9932321199926833,0.006767880007316627,0.9456334054816509,0.9454609558313982,0.9997978758590276,0.006767880171537399,0.1816910356283188,0.020420698449015617,0.8727638721466064,0.7870668172836304,0.32910633087158203,0.662979006767273,0.9761403186701119,0.95606649664978,0.9342905351726627,0.9554991168308516,0.9603356843309773,0.9491565299482613,0.9648639877610686,0.41969727737038387,[[0.06886579]],[[0.04789223]],[[0.05365702]],0.056805016577153124,0.18325100461214094,0.14308645568338918,0.139075784773222,0.15513774835625072
train,2840,15.199627817309562,2.5418679900017582,0.23121880246220688,0.008209758848684228,0.648426353931427,4.603831768035889,1.0,0.8234823346138,0.9842663739480424,0.015962312477131358,0.9415644265397058,0.9413523648535258,0.9993740376399848,0.01587083749473095,0.21419493854045868,0.023677105084061623
test,2840,15.333454804205035,2.6569741826312994,0.2382869898389806,0.008460725090368276,0.7678157687187195,5.451497554779053,1.0,0.7308297753334045,0.9935979513444302,0.006402048655569782,0.9438944295791778,0.9435157380277923,0.9999816250780934,0.006402048747986555,0.18567459285259247,0.019928140565752983,0.8780834078788757,0.7958469986915588,0.32684510946273804,0.6669251720110575,0.9756591735857121,0.956665371452988,0.9355948860031497,0.9559731436806166,0.9596219364417836,0.9504262389894351,0.9657180649043385,0.42269679227628787,[[0.06983449]],[[0.05357561]],[[0.05681833]],0.06007614440387504,0.1715800970124931,0.1445398129816644,0.13335091058879567,0.1498236068609844
train,2860,15.214984608010587,2.528798705965357,0.23036008172535957,0.008236852985206692,0.7383634448051453,5.279303550720215,1.0,0.6156176924705505,0.9855927552140505,0.014590193926088547,0.9419779911256507,0.9418436124087302,0.9993877448449486,0.014407244510948658,0.2180410772562027,0.024181513115763664
test,2860,15.307424244026782,2.6023465008802815,0.2353589295337901,0.008415593911955253,0.7804936766624451,5.580534934997559,1.0,0.6696075797080994,0.995244192427291,0.004755807572708981,0.9466689364185746,0.9465308256233815,0.999871375546654,0.0047558075748384,0.1829698234796524,0.019612103700637817,0.8761047124862671,0.7903319597244263,0.3355581760406494,0.6673316160837809,0.9753480065382357,0.9566619937395887,0.9354269230490504,0.955812307775625,0.959355469314621,0.9501066648283266,0.9665386689289435,0.42303774048024756,[[0.06681299]],[[0.05138506]],[[0.05605004]],0.05808269684323381,0.17729217772810035,0.1306049160040732,0.13668963055810598,0.1481955747634265
train,2880,15.264814041143278,2.5186859812005467,0.22994195468426623,0.008279381997143564,0.7122789621353149,5.128413677215576,1.0,0.6882078051567078,0.9839462129527992,0.01623673618733992,0.9423970165469339,0.9422250157901,0.9993237778884507,0.016145261004567146,0.2140956073999405,0.024006027728319168
test,2880,15.449734654312316,2.648719409407439,0.2388926314679626,0.00860166364568805,0.7256587743759155,5.224747657775879,1.0,0.8029243350028992,0.9928662886409365,0.007133711359063472,0.9442701111678707,0.9438683087546959,0.9999632501561868,0.007133711129426956,0.1817420870065689,0.019390199333429337,0.8752682209014893,0.794750452041626,0.33431708812713623,0.6681119203567505,0.9756732307508891,0.9558042515320954,0.935903438763525,0.9557936403488364,0.9598025013418834,0.9492498896409183,0.9649608381134223,0.41411253593571057,[[0.06956283]],[[0.04898042]],[[0.054667]],0.05773674928037711,0.16869840314098072,0.15015178321754752,0.13780581261110458,0.15221866632321093
train,2900,15.363151181455152,2.547588458656174,0.23035661772062524,0.008351895915810635,0.6988165378570557,5.06642484664917,1.0,0.7514292597770691,0.9817508232711306,0.018432125869008414,0.9421088294183718,0.9418192025923225,0.9993146397518082,0.018294913694262505,0.21400205790996552,0.023729858919978142
test,2900,15.576805203711505,2.6950637596888147,0.23881144616947067,0.008658437346612643,0.7587774991989136,5.5011420249938965,1.0,0.7331306338310242,0.996524602158405,0.003475397841595025,0.9439945526616571,0.9438683087546959,0.9999265003123736,0.003475397825241089,0.18534040451049805,0.019932342693209648,0.8778964877128601,0.7975189685821533,0.34193700551986694,0.6724508206049601,0.9761293726000668,0.9554423303568966,0.934231684148382,0.9552677957017819,0.9603684853809433,0.9498410759903984,0.9645555188667047,0.4159774148984671,[[0.07110396]],[[0.05238459]],[[0.0547796]],0.059422717860683365,0.17283661958812147,0.1466550005282805,0.14954043030359598,0.156344016806666
train,2920,15.368679819899167,2.5238521672237324,0.22926515159788385,0.00836963386703541,0.6955127716064453,5.077247619628906,1.0,0.7009378671646118,0.9824368825466521,0.01774606659348701,0.942615570105154,0.9422768866499663,0.9993786067083061,0.017608854919672012,0.21408195793628693,0.023448925465345383
test,2920,15.466815960522824,2.5951637559733403,0.2344739393056671,0.008559787694171442,0.7504962682723999,5.478627681732178,1.0,0.6836103796958923,0.9943296140479239,0.005670385952076093,0.9467386546038231,0.946542983234654,0.999871375546654,0.005670385900884867,0.17287342250347137,0.019312631338834763,0.8732889890670776,0.7939868569374084,0.3296322226524353,0.6656360228856405,0.9758157241761161,0.9566303376262878,0.93525759175902,0.9559012178538079,0.9612464871655739,0.9516867642407347,0.9657090404377362,0.4450441303206194,[[0.06831295]],[[0.05058696]],[[0.05319724]],0.057365719402614423,0.1688622275756,0.1500308211679965,0.13854428485063255,0.15247911119807633
train,2940,15.419294269364961,2.521429062587544,0.22880263106970397,0.008409943868453139,0.6997937560081482,5.143487930297852,1.0,0.6514275074005127,0.9835345773874863,0.016694109037687522,0.9422419581273271,0.9420358397129406,0.9993237778884507,0.016648372635245323,0.21172919869422913,0.023246753960847855
test,2940,15.505134734284056,2.5728025378835513,0.2342768589408432,0.008611156367208791,0.7550684809684753,5.549758434295654,1.0,0.6874289512634277,0.9967075178342784,0.0032924821657216025,0.9471048056700342,0.947150863798281,0.9997978758590276,0.0032924821134656668,0.16579915583133698,0.01874539814889431,0.8764601349830627,0.7938946485519409,0.33653515577316284,0.6689633131027222,0.9763567959453362,0.9561665929551301,0.9348591298022155,0.955794172900894,0.961674267590211,0.9524195168471179,0.9661568977616231,0.4304029452724282,[[0.07109253]],[[0.05326755]],[[0.05523243]],0.05986416939897584,0.17858801531897173,0.14132233314271514,0.14097178828285653,0.1536273789148478
train,2960,15.455871235526093,2.5043154736381723,0.2289885333550094,0.008474018361895487,0.6841499209403992,5.062713623046875,1.0,0.738987147808075,0.9850896450786681,0.015139041346505672,0.9425760220711208,0.9423928332779027,0.9993968829815912,0.014956092461943626,0.21153773367404938,0.023497622460126877
test,2960,15.650992709582525,2.6392124497696408,0.23374939802165265,0.008650200348008685,0.7448779344558716,5.512101173400879,1.0,0.7506698966026306,0.9963416864825315,0.003658313517468447,0.9458611506329576,0.9456311623892137,1.0,0.003658313537016511,0.17481306195259094,0.020111510530114174,0.8790113925933838,0.795775830745697,0.33248817920684814,0.669091800848643,0.9759619823349067,0.9558833398328811,0.9339401139099821,0.9552618120259234,0.9618706817862692,0.9530381128451392,0.9658286839302587,0.41507923671839153,[[0.07590769]],[[0.05832506]],[[0.05411786]],0.0627835382101492,0.17435839698848665,0.14610172522116427,0.13374984988391692,0.15140332403118928
train,2980,15.531180677333682,2.5259180498175513,0.22857596191171758,0.008515888895372477,0.7070430517196655,5.267475128173828,1.0,0.7099364399909973,0.9835345773874863,0.016602634467618,0.9421328938131429,0.9418344587275773,0.9994060211182337,0.01655689626932144,0.21436110138893127,0.023932838812470436
test,2980,15.677439392387093,2.6123148023438927,0.23437740450828193,0.008732029036146793,0.7263063788414001,5.410987377166748,1.0,0.7482041120529175,0.9926833729650631,0.007316627034936894,0.9464409500529023,0.9461417820626603,0.999871375546654,0.007316627074033022,0.17538265883922577,0.019487585872411728,0.8782140612602234,0.790947437286377,0.3305255174636841,0.6665623386700948,0.9756543687137921,0.9570466460330043,0.9346580063216748,0.9557863403561572,0.9601533131681778,0.9516037049433309,0.9653131979302818,0.4201759553119212,[[0.06285931]],[[0.04615036]],[[0.05116654]],0.05339207168977833,0.17242741948971663,0.14460309590106935,0.13330082167072407,0.15011044568717002
train,3000,15.547054260413027,2.493819218959034,0.22814002527319988,0.008556676822902953,0.7174791693687439,5.38109827041626,1.0,0.7251045107841492,0.9852268569337724,0.014864617636297109,0.9432280825973106,0.9430152835962983,0.9994151592548763,0.01491035521030426,0.2125958353281021,0.02344493381679058
test,3000,15.657239630472208,2.5563201318171815,0.2357511267444868,0.008842140697460409,0.733341634273529,5.500066757202148,1.0,0.7907218933105469,0.9968904335101518,0.00310956648984818,0.9478310557797986,0.9478195324182704,0.9998530006247474,0.0031095664016902447,0.16769617795944214,0.019089141860604286,0.8793216943740845,0.7957584857940674,0.3318021297454834,0.6689607699712118,0.9768695252162785,0.9582980191161482,0.9351381359864238,0.9567685601062834,0.9619665427636224,0.9526179230322512,0.9657191194523451,0.43514671693573276,[[0.07281847]],[[0.0538405]],[[0.05439282]],0.06035059964636678,0.17068445578394287,0.14753774765059946,0.13753637465362453,0.15191952602938896
train,3020,15.625237004642647,2.5045866423633742,0.22759909478029489,0.00859328263232114,0.6560943722724915,4.953516960144043,1.0,0.7710175514221191,0.9848609586534943,0.015276253201609953,0.9430352897371963,0.942813902610935,0.9994151592548763,0.015230515971779823,0.21115848422050476,0.023654503747820854
test,3020,15.713308326151813,2.522938009805995,0.23503408227909717,0.008873999693198107,0.7289075255393982,5.503256797790527,1.0,0.7487758994102478,0.9956100237790378,0.004389976220962136,0.9479859447761012,0.9479167933084508,0.9998346257028408,0.004389976151287556,0.1674313247203827,0.019552649930119514,0.8748267292976379,0.7917484641075134,0.3326101303100586,0.66639510790507,0.976234098432197,0.9567979197061387,0.9337848735930486,0.9556056305771281,0.9619195419002018,0.9522924346757226,0.9658727764376058,0.42569690578404934,[[0.07094391]],[[0.05135885]],[[0.05429977]],0.05886751106286223,0.1756357769048651,0.1433667945025866,0.1418750321700796,0.1536258678591771
train,3040,15.687266491116336,2.5181163476580366,0.2274017602674175,0.008642676781075524,0.7112547755241394,5.405540943145752,1.0,0.7514668703079224,0.9834888401024515,0.016877058177826563,0.9425191226474413,0.9422097596548452,0.9994060211182337,0.01669410988688469,0.21291247010231018,0.02361580915749073
test,3040,15.807160685043655,2.588085866048564,0.2324963603308416,0.008836303170006032,0.762163519859314,5.792447566986084,1.0,0.7301249504089355,0.997805011889519,0.002194988110481068,0.9473306666342448,0.9472845975222788,0.9999265003123736,0.002194988075643778,0.17777828872203827,0.01883317343890667,0.8716461658477783,0.7868660688400269,0.3279684782028198,0.6621602376302084,0.9763422663039311,0.9578460255877486,0.933552269697018,0.9559135205295659,0.9619129959879869,0.9530880715754373,0.9657301310685156,0.4171381882828061,[[0.07012412]],[[0.05209225]],[[0.05188921]],0.05803519121206629,0.17577265795725627,0.14628050963199823,0.13965003637402304,0.15390106798775918
train,3060,15.703783011200922,2.4930359847023076,0.22675746934474103,0.00867487342980955,0.7099984288215637,5.431492805480957,1.0,0.683241069316864,0.9855470179290158,0.014681668496158068,0.943964254321711,0.9437170658180187,0.9994654190064104,0.01449871901422739,0.20815667510032654,0.023203864693641663
test,3060,15.833309800354026,2.5647238366277207,0.2316725224839806,0.0088629045628386,0.7497714161872864,5.7357563972473145,1.0,0.6867898106575012,0.9959758551307847,0.004024144869215292,0.9470042440382814,0.9467739778488322,0.9999816250780934,0.0040241447277367115,0.17421767115592957,0.01894945651292801,0.8751893639564514,0.7947293519973755,0.3380401134490967,0.6693196098009745,0.9764153068798959,0.9577228201481676,0.9340048189197997,0.9560476486492878,0.9619185981551424,0.9536348564438692,0.9658242279127444,0.43195145601215107,[[0.07347021]],[[0.05575004]],[[0.05508322]],0.061434489504311185,0.16431759867403106,0.1436885808885009,0.14164786936332494,0.14988468297528565
train,3080,15.763835439741328,2.5080725582274943,0.22638435726675235,0.00871719001856716,0.6813909411430359,5.2467145919799805,1.0,0.7501155138015747,0.9821624588364435,0.018249176728869373,0.9426640785232933,0.9424294480025142,0.9992872253418805,0.01797475293278694,0.2149306684732437,0.02376069873571396
test,3080,15.908082273339188,2.5608912820852674,0.231384189424991,0.00890971430562712,0.7338043451309204,5.65029764175415,1.0,0.7696208357810974,0.9967075178342784,0.0032924821657216025,0.9481523814155957,0.948014054198631,0.9999448752342802,0.0032924821134656668,0.16722169518470764,0.018523231148719788,0.8790695071220398,0.798119306564331,0.3331453800201416,0.6701113979021708,0.9760961220039825,0.9562172373714456,0.9342032723663296,0.9555055439139193,0.9622742642413193,0.9525369611372574,0.9659188330013988,0.42026655817758435,[[0.07511434]],[[0.05541891]],[[0.05419283]],0.06157536046336165,0.16548361348447638,0.14297331069730357,0.13603706394431614,0.14816466270869869
train,3100,15.814686366938602,2.499026712026083,0.2257692073231602,0.008749939620167313,0.6995112895965576,5.4212164878845215,1.0,0.7265369892120361,0.9827570435418953,0.01733443102817417,0.9429407707192606,0.9426704949395399,0.9993466232300572,0.017334431409835815,0.21477831900119781,0.023737715557217598
test,3100,15.9440609154109,2.5361892702986384,0.23324337392876435,0.009039609355404933,0.774816632270813,6.004833698272705,1.0,0.699181854724884,0.9943296140479239,0.005670385952076093,0.948168507077881,0.9478803204746331,0.9999448752342802,0.005670385900884867,0.17673183977603912,0.018750278279185295,0.8824273347854614,0.7996039390563965,0.33867084980010986,0.6735673745473226,0.9761450035171045,0.9565937493355126,0.9355965759346455,0.9561117762624209,0.9617467849931716,0.9523343915119837,0.9663786877905933,0.4245103767735855,[[0.07164266]],[[0.05368405]],[[0.05558078]],0.060302499393290805,0.18435777325263536,0.14139565015528532,0.14107814324028298,0.1556105222160679
train,3120,15.816486396328939,2.4596520656637337,0.22556439904646694,0.008798387505646396,0.7151921391487122,5.578502655029297,1.0,0.690004825592041,0.9857299670691547,0.014498719356019027,0.9441405749238461,0.9438269099918533,0.9995202478262657,0.01449871901422739,0.2072121948003769,0.022501150146126747
test,3120,16.000820809010726,2.5679985340844786,0.2290787725621306,0.008935469510435725,0.7393385767936707,5.766845226287842,1.0,0.7190334796905518,0.9976220962136455,0.0023779037863544904,0.9468110973326526,0.9468226082939224,0.999871375546654,0.0023779037874192,0.18374739587306976,0.01923147216439247,0.8769547939300537,0.7913768291473389,0.3387969732284546,0.6690428654352824,0.9766297216320188,0.9564633748919241,0.9339628265195891,0.9556853076811773,0.9636864707570092,0.9545656388517686,0.9664799428989621,0.41909741463445666,[[0.07453793]],[[0.05543291]],[[0.05421945]],0.061396764210145886,0.16110561887722852,0.14202267594328377,0.14463498256324978,0.14925442579458736
train,3140,15.913904264040408,2.482758668242816,0.2252638091371036,0.008842972986271826,0.6867368221282959,5.39088773727417,1.0,0.7283915281295776,0.9838547383827296,0.01632821075740944,0.9432591643011934,0.94295731028233,0.999424297391519,0.016282472759485245,0.2148045301437378,0.0235450379550457
test,3140,16.008116699255034,2.510950066521287,0.23099801534705391,0.009068075415315102,0.7547133564949036,5.92450475692749,1.0,0.7375490069389343,0.9974391805377721,0.002560819462227913,0.9487653345329427,0.9487191956524382,0.9999081253904671,0.002560819499194622,0.17725132405757904,0.0186042170971632,0.8843002915382385,0.7991223931312561,0.3330206274986267,0.6721477707227071,0.9770612014513456,0.9574749773385228,0.9343621214538097,0.9562994334145594,0.9627082875762698,0.9530688108555724,0.9655494573506408,0.40977994697461545,[[0.07255977]],[[0.05250695]],[[0.05238041]],0.05914904431300094,0.16428042833224277,0.1411885477302277,0.1355650094874682,0.14701132851664622
train,3160,15.917817045645185,2.464100962979777,0.22465146752534398,0.008875092108629619,0.6873616576194763,5.430161476135254,1.0,0.7190566658973694,0.9850896450786681,0.015093304061470912,0.9435554999435403,0.9433631234801075,0.9994014520499125,0.015001829713582993,0.2144625335931778,0.02362375520169735
test,3160,16.108334936780775,2.5315213033349244,0.23182651149260622,0.009158549754352477,0.736305832862854,5.81682014465332,1.0,0.7944989800453186,0.996524602158405,0.003475397841595025,0.9477005763758847,0.9475277497477296,0.9999632501561868,0.003475397825241089,0.18119826912879944,0.018566042184829712,0.8755792379379272,0.7915687561035156,0.32949042320251465,0.6655461390813192,0.9767597313347599,0.9565370306726556,0.9352614836847819,0.9561860818973992,0.9624194883532127,0.9539525283764348,0.9673207876321447,0.44883511070463084,[[0.0735874]],[[0.05705665]],[[0.0553812]],0.06200841653382692,0.1635810919983065,0.1439563499274954,0.13697502946286738,0.1481708237962231
train,3180,15.9893629860625,2.473457205221411,0.2246181789528002,0.008929925937902001,0.6875929236412048,5.466368198394775,1.0,0.737420380115509,0.9813849249908525,0.01884376143432126,0.9444870053565706,0.9442083133732231,0.9992917944102018,0.018615074455738068,0.2118169665336609,0.022868232801556587
test,3180,16.14383819165604,2.5165540249665606,0.2315627775441713,0.009206015573115513,0.7314215898513794,5.81480598449707,1.0,0.7539364695549011,0.9967075178342784,0.0032924821657216025,0.9476500273606129,0.9474426464688218,1.0,0.0032924821134656668,0.17772085964679718,0.018765365704894066,0.8729814887046814,0.7908903360366821,0.32737451791763306,0.6637487808863322,0.9763679593176658,0.9572292569138255,0.9354825077804874,0.9563599080039928,0.9616899639244141,0.9530735326913808,0.9666889900772297,0.4181888244806494,[[0.071099]],[[0.05355247]],[[0.05592937]],0.060193615469071475,0.15982317995229922,0.14627503861041957,0.13534419136304088,0.14714746997525321
train,3200,16.005357786276992,2.4387890494353948,0.22410972537987406,0.008965733673547244,0.6817647218704224,5.4541215896606445,1.0,0.7470783591270447,0.982253933406513,0.018020490303695572,0.9449723014940407,0.9446904072472745,0.9993283469567721,0.017837541177868843,0.2121596485376358,0.023171691223978996
test,3200,16.207739492122972,2.4904908633262646,0.231981192687017,0.009280639594636802,0.7409990429878235,5.92799711227417,1.0,0.7757996916770935,0.993963782696177,0.006036217303822937,0.9487391484084332,0.9486584075960756,0.9997611260152144,0.006036217324435711,0.1802377849817276,0.018578067421913147,0.8739748597145081,0.7909342050552368,0.33318614959716797,0.6660317381223043,0.9765699243795777,0.9568779903536776,0.9346311990242243,0.9560263712524932,0.9619947626151188,0.9522007925190459,0.9661074440173976,0.4518570412899004,[[0.06970804]],[[0.05086272]],[[0.05471193]],0.05842756504834753,0.17844750023145506,0.15246457976201344,0.1433369916010082,0.15808302386482556
train,3220,16.046404720966606,2.432764555131652,0.22376360336677784,0.009007822023042926,0.656849205493927,5.287639617919922,1.0,0.8026384711265564,0.9847694840834248,0.015276253201609953,0.9443489884547421,0.9441503400592548,0.99939231391327,0.01527625322341919,0.21270018815994263,0.023232631385326385
test,3220,16.16405376900435,2.4685892789263995,0.22939380780421165,0.00923447139212115,0.7856404185295105,6.324410438537598,1.0,0.715658962726593,0.9945125297237973,0.0054874702762026705,0.9488538943272329,0.948646249984803,0.9998897504685605,0.005487470421940088,0.17926540970802307,0.0182682815939188,0.8759064674377441,0.7935137152671814,0.3321925401687622,0.6672042409578959,0.9769869896361287,0.9580375698611587,0.9359139340867695,0.9569794978613523,0.963516285958695,0.9540189707405562,0.9674548512681308,0.45470565180278893,[[0.07287662]],[[0.05223652]],[[0.05659998]],0.06057104066105063,0.17793474484852434,0.14605513198144282,0.13568267942384105,0.15322418541793606
train,3240,16.131172075840393,2.4586352625043237,0.2233316531078396,0.009046260774203497,0.6842228770256042,5.542209148406982,1.0,0.7345228791236877,0.9821167215514087,0.018066227588730333,0.9439968013868796,0.9437353731803245,0.999310070683487,0.017929015681147575,0.21230538189411163,0.023224450647830963
test,3240,16.303882466998814,2.4796569947025904,0.23254402485804385,0.009419416643698685,0.7725164294242859,6.257388114929199,1.0,0.7713133692741394,0.9945125297237973,0.0054874702762026705,0.9489558882551111,0.9486097771509854,1.0,0.005487470421940088,0.18336071074008942,0.0184636227786541,0.8803799748420715,0.7969153523445129,0.3343169093132019,0.6705374121665955,0.9768091509210537,0.9573065443712678,0.9350729723867421,0.9563962225596878,0.9622601805665344,0.9520712512105846,0.9657071251197169,0.4259492037994796,[[0.06764245]],[[0.04897317]],[[0.05274257]],0.056452728595183244,0.1828161723260754,0.14308797841152354,0.1375544418375406,0.15448619752504653
train,3260,16.138894246865924,2.4228017187973454,0.22311463933526662,0.009093243507150177,0.6891035437583923,5.6161980628967285,1.0,0.7432317137718201,0.9833058909623125,0.016785583607757042,0.9454468324065654,0.9452335256623451,0.9993237778884507,0.016831321641802788,0.20814689993858337,0.022588122636079788
test,3260,16.341052284750095,2.492327276871456,0.2299957959203195,0.009373691408843848,0.7610536813735962,6.202592372894287,1.0,0.7697166800498962,0.9948783610755442,0.005121638924455826,0.9486328433696855,0.9486097771509854,0.9997611260152144,0.005121638998389244,0.18821127712726593,0.018718719482421875,0.8715149164199829,0.7874734401702881,0.33291178941726685,0.663966715335846,0.9766381197527283,0.9578727589851979,0.9353058113647056,0.9566055633675439,0.9634242843340344,0.9543468127992761,0.9674869328051404,0.4404330473879052,[[0.07403113]],[[0.05449746]],[[0.05527244]],0.06126701051516922,0.1679810752859241,0.14795566869947818,0.145296164541813,0.1537443028424051
train,3280,16.214007375879774,2.4394498811813228,0.22294495509650478,0.009142058534191765,0.6698493361473083,5.492768287658691,1.0,0.7701314687728882,0.9846780095133553,0.015504939626783754,0.9445933242174147,0.9442998501847518,0.9994608499380891,0.015413464978337288,0.21256136894226074,0.02293827012181282
test,3280,16.37027495247977,2.4560487480993918,0.22932370585149747,0.009403624949775922,0.7283644080162048,5.972591400146484,1.0,0.7193557620048523,0.9941466983720505,0.005853301627949515,0.9491906748227511,0.9489137174327988,0.9999265003123736,0.0058533018454909325,0.1823630928993225,0.018096378073096275,0.8754768371582031,0.7939826250076294,0.33479028940200806,0.6680832505226135,0.9769402886936256,0.9577118365280343,0.9344658678156934,0.9563726643457845,0.9620087726688422,0.9527028193429531,0.9660116757823729,0.4266108267180514,[[0.06755926]],[[0.04834024]],[[0.05409346]],0.056664319771791684,0.17128235051006802,0.14830362983918577,0.13894346723153095,0.1528431491935949
train,3300,16.24105313632936,2.420691871573277,0.2225501607984926,0.00918150161513251,0.6948739886283875,5.732714653015137,1.0,0.7553176283836365,0.98472374679839,0.015550676911818514,0.945859493512479,0.9455600069567976,0.9994654190064104,0.015413464978337288,0.2037518322467804,0.022042198106646538
test,3300,16.52684405535999,2.542540789391891,0.22891035789934921,0.009443897111700815,0.747475266456604,6.166675090789795,1.0,0.7240492105484009,0.9948783610755442,0.005121638924455826,0.9473338602784702,0.9471265485757359,0.9999081253904671,0.005121638998389244,0.1953727900981903,0.01865224726498127,0.8826236128807068,0.7999733686447144,0.32830023765563965,0.6702990730603536,0.9766467482227065,0.9582106998226603,0.9345122620518275,0.956456570032398,0.9623732256548937,0.9532413751701362,0.9659150617081996,0.4313788969001866,[[0.07258573]],[[0.05420755]],[[0.05486478]],0.060552686753478274,0.1644062204568717,0.14525371734499593,0.1323156725220216,0.1473252034412964
train,3320,16.28462235987775,2.4091716198270414,0.2218856923186731,0.009209554262524998,0.6634209156036377,5.506397724151611,1.0,0.8167096972465515,0.9843121112330772,0.015962312477131358,0.9451959467708461,0.9449253517301983,0.9994197283231976,0.015825100243091583,0.21150363981723785,0.022879861295223236
test,3320,16.511516370087758,2.475226067877435,0.2293441071901937,0.009519122111420102,0.7332730889320374,6.0861711502075195,1.0,0.7798128128051758,0.9946954453996707,0.0053045546003292485,0.9500875443801372,0.949983587224782,0.9998162507809342,0.0053045544773340225,0.17884798347949982,0.018642723560333252,0.8746946454048157,0.7923232913017273,0.3347885012626648,0.6672688126564026,0.9766422377159782,0.9588742788260367,0.934751989760357,0.9567561687674573,0.961662214473198,0.9518080327752467,0.9663361764898282,0.44472028374246053,[[0.06820599]],[[0.04899324]],[[0.05386206]],0.05702042801320705,0.16863677293446244,0.14883804576995663,0.14277222424374525,0.15341568098272143
train,3340,16.274410911501434,2.3723840249400414,0.22121775494885018,0.009237129862537073,0.6746637225151062,5.633445739746094,1.0,0.7714125514030457,0.9846322722283205,0.015642151481888036,0.9462979297462771,0.9460359983767472,0.9994380045964827,0.015413464978337288,0.20788098871707916,0.022652270272374153
test,3340,16.55098168907075,2.459224541138879,0.23053165796537034,0.009626039566961862,0.7298320531845093,6.094101905822754,1.0,0.7854186296463013,0.9976220962136455,0.0023779037863544904,0.9502845053983076,0.9502267394502328,0.9999265003123736,0.0023779037874192,0.17884963750839233,0.018140671774744987,0.8770260214805603,0.7896472215652466,0.3248897194862366,0.6638543208440145,0.976803679379176,0.9586267109326919,0.9354986156350468,0.9569763353156383,0.9622288422209531,0.9534980154672574,0.9673509839476476,0.4294740621286092,[[0.06773717]],[[0.05047115]],[[0.05566749]],0.05795860248849554,0.1812447938809918,0.13837496470466204,0.13031363790260497,0.1499777988294196
train,3360,16.32220653836822,2.3707036821998346,0.22044902435816385,0.009260137627384162,0.6638640761375427,5.576461315155029,1.0,0.7761209011077881,0.9827113062568605,0.01756311745334797,0.9466726088907476,0.9462892502219767,0.999424297391519,0.017471643164753914,0.20648027956485748,0.022308025509119034
test,3360,16.564704407977516,2.4444428020538003,0.22981650026445963,0.00965362594680884,0.7039552927017212,5.913228511810303,1.0,0.8276821970939636,0.9961587708066582,0.0038412291933418692,0.9499890593469645,0.9500930057262349,0.9997243761714013,0.003841229248791933,0.1688377559185028,0.01742219179868698,0.8788595199584961,0.8021507263183594,0.3334926962852478,0.6715009808540344,0.9772903577373855,0.9586300870828199,0.9354106869951415,0.9571103772717823,0.9635845422352839,0.954934544416969,0.9675186264832505,0.4205629520593442,[[0.07433332]],[[0.05627352]],[[0.05523987]],0.06194890291184787,0.17868482782875716,0.15420378321509165,0.1358472947432927,0.15624530192904718
train,3380,16.41823534820702,2.396379037432037,0.22099635315778882,0.009338372174856065,0.6990326046943665,5.906829357147217,1.0,0.7633549571037292,0.9839004756677644,0.01628247347237468,0.9464590385090818,0.9461824572751932,0.9994060211182337,0.016190998256206512,0.20641165971755981,0.022127658128738403
test,3380,16.62612389340705,2.4268927663995337,0.227176545545914,0.009599520993865395,0.7243813872337341,6.121026515960693,1.0,0.7785727977752686,0.993963782696177,0.006036217303822937,0.9505202003014245,0.9507859895687695,0.9994855021866157,0.006036217324435711,0.18451471626758575,0.018462659791111946,0.8746318817138672,0.7936348915100098,0.339874804019928,0.6693805257479349,0.9764007828100609,0.9572965184870096,0.9343729590124851,0.9560234201031852,0.9626458996830732,0.9544517787122109,0.9672544833424082,0.4390959584683185,[[0.06743311]],[[0.05069014]],[[0.05553968]],0.05788764460173868,0.1770615709509431,0.14461849672698357,0.14232060664975574,0.15466689144256082
train,3400,16.463279692715794,2.381673629319672,0.22072951557258524,0.009382273606549418,0.6923422813415527,5.884913444519043,1.0,0.7333359122276306,0.9831229418221734,0.017060007317965607,0.9466427773470646,0.9463228137195373,0.9994105901865551,0.016877058893442154,0.20605742931365967,0.02235017530620098
test,3400,16.648987646052316,2.403756623994678,0.22639328848624418,0.009623016522074175,0.7382444143295288,6.275081634521484,1.0,0.7561785578727722,0.9928662886409365,0.007133711359063472,0.9513610158359483,0.950956196126585,0.9999632501561868,0.007133711129426956,0.16906821727752686,0.01839035004377365,0.876746416091919,0.7946293354034424,0.3361946940422058,0.6691901485125223,0.9770750866770993,0.9573390355301358,0.9344208087712373,0.9562783103261575,0.9633122508276961,0.9539165350167034,0.9675009747606449,0.4386602204814949,[[0.0691358]],[[0.04891386]],[[0.05508304]],0.05771090165713997,0.16645904605071393,0.14493585614290883,0.13911727234684204,0.1501707248468216
train,3420,16.435336002359623,2.3355728746812683,0.22023410811077052,0.009416268962004376,0.6494773030281067,5.553034782409668,1.0,0.8297984004020691,0.9836260519575558,0.016602634467618,0.9469099477462519,0.9466218339705312,0.9994105901865551,0.016373947262763977,0.20235788822174072,0.022281251847743988
test,3420,16.797354251435237,2.4747626606585538,0.22631706292218867,0.009676350105108797,0.7537917494773865,6.444923400878906,1.0,0.7425835728645325,0.9954271081031645,0.004572891896835559,0.9492011769569341,0.9491203968244319,0.9998346257028408,0.0045728920958936214,0.18512949347496033,0.01830149069428444,0.8792997002601624,0.7980401515960693,0.3339345455169678,0.6704247991243998,0.9760904594690575,0.9573726977126199,0.9347804936972773,0.9560812169596516,0.9629458488858753,0.9547779805859109,0.9670887546598691,0.4355888351397447,[[0.07115943]],[[0.0539313]],[[0.05544113]],0.06017729049205647,0.17259130952910307,0.14955589568174876,0.13928657123214855,0.15381125881433347