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validation_log_2025-11-19_12-42-12.csv
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227 lines (227 loc) · 104 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,900,13.03675064515422,8.291180875508113,0.3030883434531543,0.0034124337728961333,2.8615949153900146,0.0,1.0,0.9597969264544457,0.04066044639590194,0.8223448368519729,0.8217503669100529,0.9985150527955845,0.04034028574824333,0.4859267771244049,0.05326400697231293
test,900,8.886065827441735,4.83852297020761,0.30567795087285077,0.0034415898391335683,2.977522611618042,0.0,1.0,0.9796963599780502,0.02030364002194988,0.8949989043363931,0.8937911079231152,1.0,0.020303640514612198,0.32410570979118347,0.03136260807514191,0.021663427352905273,0.02135920524597168,0.0184018611907959,0.020474831263224285,0.5448885194633174,0.4678647118503617,0.5553153743692792,0.5226895352276527,0.8390214462224986,0.8378512407065946,0.8330749539690963,0.370075710958042,[[0.00010281]],[[0.00283024]],[[0.00437669]],0.0024365771574241094,0.15988295252079,0.07587074780069739,0.038716257090803535,0.09148998580409697
train,920,10.14271112051893,5.5947678667522815,0.29867755263182344,0.0034374351516067614,2.8420681953430176,0.0,1.0,0.9808818148554702,0.01916392242956458,0.8668125870027108,0.8663898186655764,0.9994105901865551,0.019118184223771095,0.3836294412612915,0.03658854216337204
test,920,8.669424259533978,4.5812084420586014,0.30522254007443095,0.003512760430335615,2.9238851070404053,0.0,1.0,0.9725626486189867,0.02743735138101335,0.9011996833323184,0.899578130888843,0.9999816250780934,0.027437351644039154,0.29148563742637634,0.029830995947122574,0.004779517650604248,0.00023937225341796875,0.0176846981048584,0.007567862669626872,0.5430671040431823,0.4697785518881693,0.5493996032024303,0.5207484197112606,0.8385073843851317,0.8322098493618838,0.8289687735374489,0.3648894163438831,[[0.00255177]],[[0.00045249]],[[0.00340246]],0.0021355719595672223,0.15691643474390174,0.07713578598754528,0.03649778105730428,0.09018333392958378
train,940,10.080513568924236,5.507956567981328,0.29637869574235903,0.003485065216962645,2.8814690113067627,0.0,1.0,0.9828485181119648,0.017197219173069888,0.8685944687098438,0.8683059892535784,0.99939231391327,0.01715148240327835,0.3757401406764984,0.036257512867450714
test,940,8.540037773722636,4.420559489751006,0.30531416816774226,0.003590135873505052,2.9084744453430176,0.0,1.0,0.983537589171392,0.016462410828608012,0.905239457189801,0.9042709688400423,0.9999816250780934,0.016462411731481552,0.3076431453227997,0.03006962314248085,0.004938006401062012,0.02077043056488037,0.01798039674758911,0.014562944571177164,0.5390943883959461,0.4679063433727207,0.5503071652908728,0.5191026323531799,0.8300653964481666,0.829974355886254,0.8202592553367107,0.35781305916162054,[[0.00155683]],[[0.00316565]],[[0.00288401]],0.002535498863092439,0.16350089998134262,0.07947287419841666,0.04016484903447666,0.09437954107141198
train,960,9.953102428661001,5.354805481202691,0.2949260253850418,0.00354170765364389,2.84368634223938,0.0,1.0,0.9816593487010611,0.018386388583973654,0.8719791205604481,0.8716043656956645,0.9994014520499125,0.018386388197541237,0.3652178943157196,0.03487879037857056
test,960,8.667844762395674,4.49932623528815,0.30409274773731165,0.003651788989027828,2.9007930755615234,0.0,1.0,0.952807755624657,0.047192244375342966,0.9039087749253003,0.901073517075365,1.0,0.04719224572181702,0.2892912030220032,0.029521305114030838,0.003949880599975586,0.00014322996139526367,0.014945149421691895,0.006346086661020915,0.5405053277421974,0.46745103050778275,0.5539295783731987,0.5206286455410596,0.8446384281627524,0.8367278384997503,0.8202475321349982,0.3649821821058105,[[0.00894548]],[[0.00654767]],[[0.0014354]],0.005642852796737278,0.1478627803603357,0.0795707147614473,0.038565932070073264,0.08866647573061875
train,980,9.883681362206536,5.254405161595545,0.29323015865545066,0.0035946425381714726,2.8428313732147217,0.0,1.0,0.9814306622758873,0.01870654957921698,0.8744039951403855,0.8740422961093803,0.9993740376399848,0.018660811707377434,0.3604077100753784,0.033348359167575836
test,980,8.395001205422007,4.241943917589343,0.29845662777267296,0.0036587126471239496,2.9067914485931396,0.0,1.0,0.9877446497164807,0.012255350283519298,0.9095953082033437,0.9088543882897888,1.0,0.0122553501278162,0.27612748742103577,0.025951258838176727,0.016746819019317627,0.017962932586669922,0.01713109016418457,0.017280280590057373,0.5471827768905632,0.47279564632722365,0.5538767227081569,0.5246183819753146,0.8499725229508686,0.8507814593583696,0.8507763081802904,0.3648172817069281,[[0.00128611]],[[0.00458349]],[[0.00732232]],0.004397309069379217,0.1571299634814039,0.07800355867792069,0.035156228655644606,0.09009658360498973
train,1000,16.29543790039107,5.41459512832703,0.29553481784880575,0.003696771152766249,2.1498591899871826,5.374667167663574,1.0,0.9817965605561654,0.018340651298938894,0.870460358836924,0.8701428279382554,0.9993557613666997,0.018294913694262505,0.375758558511734,0.03565249964594841
test,1000,13.925772716647117,4.415809867193216,0.30667864497889324,0.003836166500379731,2.1204349994659424,5.301105976104736,1.0,0.9696359978050119,0.03036400219498811,0.905029906564826,0.9032254142706041,0.9999816250780934,0.030364003032445908,0.29722297191619873,0.027388032525777817,0.01940864324569702,0.020732760429382324,0.019661903381347656,0.019934435685475666,0.7547054335071002,0.6460775979736979,0.7350137055147238,0.711932245665174,0.819829355138058,0.8217570921473103,0.8024856072582415,0.33730010426851825,[[0.00119555]],[[0.00300369]],[[0.0043253]],0.0028415124701318063,0.14208091931870626,0.087500248568665,0.01641063211706037,0.08199726666814387
train,1020,13.287493949664018,5.480652447284206,0.3134372458543439,0.003999059624612964,1.18588387966156,3.0240139961242676,1.0,0.9795096963044274,0.020581778265642153,0.8696471148532927,0.8691755889631015,0.9993831757766274,0.02049030363559723,0.37812522053718567,0.03534862399101257
test,1020,11.533433954655111,4.271305478467395,0.3171111212061074,0.004045933589910393,1.2025295495986938,3.0664608478546143,1.0,0.9914029632339492,0.00859703676605085,0.9080381471389646,0.9075413662723548,0.9999816250780934,0.008597036823630333,0.2902507781982422,0.02645433321595192,0.8011403679847717,0.6394758224487305,0.1916157603263855,0.5440773169199625,0.919635068930793,0.850929698897294,0.8658526162032246,0.878805794677104,0.8810017163402615,0.8594166372361292,0.8760028065045458,0.34882386795679743,[[0.04987155]],[[0.03593879]],[[0.01458659]],0.03346564241081696,0.04212340151564953,0.05888800311966513,0.025886263822159833,0.04229922281915816
train,1040,13.004966932646399,5.351494106232706,0.3159792356075841,0.004110479082248379,1.0391720533370972,2.7018563747406006,1.0,0.9777259421880717,0.022274057811928285,0.8728195233937588,0.8723641212313532,0.999278087205238,0.022274058312177658,0.36232638359069824,0.03395368531346321
test,1040,11.432557107064719,4.297948267552759,0.32325104915269315,0.00420507592311264,1.0558464527130127,2.7452099323272705,1.0,0.9707334918602524,0.029266508139747575,0.9080090139472562,0.9062648170887384,0.9999816250780934,0.029266508296132088,0.29602086544036865,0.026473278179764748,0.8277260661125183,0.6585443615913391,0.19168245792388916,0.5593176285425822,0.9341312883629201,0.877146919770823,0.8751806901373231,0.8954862994236888,0.8861772477024471,0.8539043003510475,0.8722685692647901,0.35029241028323216,[[0.05754131]],[[0.03110789]],[[0.01063728]],0.033095495606862486,0.04706499397683128,0.07968734714057357,0.027967716195033965,0.051573352437479604
train,1060,12.86424784515526,5.265592120743217,0.3163740379313955,0.004194700547370045,0.9645177125930786,2.5559802055358887,1.0,0.9816136114160263,0.01888949871935602,0.8739323153569531,0.8735388436459722,0.9994105901865551,0.01847786270081997,0.3660803735256195,0.03347776085138321
test,1060,11.371750503129752,4.252087364385175,0.3239757927894069,0.00429548974446209,1.0057073831558228,2.665133237838745,1.0,0.9352478507408085,0.06475214925919151,0.9130880718934297,0.9091583285716023,1.0,0.06475214660167694,0.28950247168540955,0.025891533121466637,0.8395951390266418,0.6683180332183838,0.19358527660369873,0.5671661496162415,0.9409975699139409,0.8909090450246464,0.8824542105557122,0.904786941831433,0.8857667574691762,0.8444907784160399,0.8631445824016775,0.35570634456056804,[[0.05874844]],[[0.02487856]],[[0.00133495]],0.02832064911572107,0.06251334790764973,0.09008569164675684,0.03606567745977002,0.06288823900472552
train,1080,12.751271276477489,5.1526097375483815,0.3157186225530999,0.004264932370551933,0.9832533001899719,2.654792547225952,1.0,0.9796469081595317,0.020673252835711673,0.8763381614493506,0.875979825286739,0.9992872253418805,0.020307354629039764,0.35558193922042847,0.03272389993071556
test,1080,11.247923221103186,4.156102966342087,0.32289790322188816,0.004361914760358359,0.9740114212036133,2.6298394203186035,1.0,0.9482348637278215,0.051765136272178526,0.9139929242405758,0.9108482365384849,1.0,0.051765136420726776,0.27168938517570496,0.025212962180376053,0.8480027914047241,0.661853551864624,0.27386045455932617,0.5945722659428915,0.9450792183500898,0.8986690549719282,0.8881029812423261,0.9106170848547813,0.88777556165087,0.8341250459870929,0.8688909996597585,0.36941519819504903,[[0.0548953]],[[0.01333157]],[[0.00454265]],0.024256505933417393,0.06138301811034441,0.10410476502393495,0.045202054230294775,0.07022994578819138
train,1100,12.666700875763487,5.073635225543773,0.3163912529217817,0.00435310860223095,1.0051318407058716,2.7641208171844482,1.0,0.9817508232711306,0.018523600439077935,0.879029304029304,0.8786801612268373,0.9993877448449486,0.01824917644262314,0.35018858313560486,0.03149135410785675
test,1100,11.190242897642145,4.092963944890936,0.3228646783042002,0.004442174034533127,0.9297387003898621,2.5567893981933594,1.0,0.9782330345710627,0.02176696542893726,0.9127422810947696,0.9114439594908392,0.9999816250780934,0.021766966208815575,0.26741576194763184,0.024486808106303215,0.853018045425415,0.6726495027542114,0.2777331471443176,0.6011335651079813,0.9481570692953806,0.9063218157943923,0.8939175562755645,0.916132147121779,0.8884968592031128,0.8311712773187101,0.8798403565188716,0.36786841646410906,[[0.0497001]],[[0.00942461]],[[0.00824787]],0.02245752468620177,0.08133050630491323,0.10161490448377275,0.044740604032119824,0.07589533827360194
train,1120,12.626096131554725,5.002610514724904,0.3155293776968919,0.00442012484040468,0.9202079176902771,2.576590061187744,1.0,0.981293450420783,0.01870654957921698,0.8811339299886448,0.8807763542108459,0.9993694685716635,0.0187065489590168,0.3433288633823395,0.03072858601808548
test,1120,11.102078665451963,3.9690389540724462,0.324288579823222,0.004542828999311588,0.92824786901474,2.5991017818450928,1.0,0.954088165355771,0.04591183464422901,0.9180405833861763,0.9152614494304159,0.9999816250780934,0.04591183364391327,0.27388420701026917,0.023673992604017258,0.8593809604644775,0.6739835739135742,0.2840854525566101,0.605816662311554,0.9505991538164553,0.9124135404090917,0.8989737333318853,0.9206621425191441,0.8862546028474512,0.8130186410449609,0.8843181968547373,0.3796315487702192,[[0.05028271]],[[0.00113551]],[[0.01364728]],0.021688502383320863,0.08138027504208489,0.11132707608937864,0.05248855463947258,0.08173196859031204
train,1140,12.587132267580335,4.944046684904409,0.31476771190320885,0.004488139027750296,0.9184967279434204,2.6177234649658203,1.0,0.9823454079765825,0.017929015733626052,0.8820871784383099,0.8816856198720315,0.9994608499380891,0.01765459217131138,0.34442660212516785,0.03054506704211235
test,1140,11.063755625363175,3.932143643108652,0.3224424533484644,0.0045975699042530805,0.868902325630188,2.476378917694092,1.0,0.9890250594475947,0.010974940552405341,0.916176989427838,0.9155532321009568,0.9999632501561868,0.010974940843880177,0.2702881097793579,0.023968467488884926,0.8601007461547852,0.7843545079231262,0.28515785932540894,0.6432043711344401,0.9523794375499496,0.9156775567789363,0.9038693998232983,0.9239754647173948,0.8903983551573421,0.822999659501192,0.8983070174091761,0.3657261990259878,[[0.05472387]],[[0.00371827]],[[0.02076335]],0.02640182753528425,0.09283210384758678,0.11143569250440344,0.06085820851976434,0.08837533495725151
train,1160,12.572577047993576,4.8947810966193,0.31478930130311955,0.004567136317421375,0.874180018901825,2.5351293087005615,1.0,0.9827113062568605,0.01738016831320893,0.8826466916354557,0.8823080701904271,0.9994151592548763,0.01738016866147518,0.34691664576530457,0.030463803559541702
test,1160,11.106486833529475,3.9249395520852386,0.3208941370167025,0.004655708631613679,0.8420287370681763,2.4418904781341553,1.0,0.9723797329431132,0.027620267056886773,0.9171761954641787,0.9154924440445941,1.0,0.027620267122983932,0.2558712363243103,0.02322002872824669,0.8664300441741943,0.7907041907310486,0.2861076593399048,0.6477472980817159,0.9540527752947489,0.9195929359089497,0.9061213626048313,0.9265890246028433,0.8891421734622335,0.8286090928060845,0.9021799835561997,0.380674884426681,[[0.05362469]],[[0.01012823]],[[0.0240319]],0.02926160571192089,0.0970681363230601,0.11962291248234869,0.06686157635690984,0.09451754172077287
train,1180,12.516812695804377,4.806751193993265,0.31368695289452697,0.004629556736467699,0.8418669700622559,2.4835147857666016,1.0,0.9790980607391145,0.021176362971094036,0.8847863383540818,0.8843615459957221,0.999310070683487,0.020856201648712158,0.33694374561309814,0.03006761334836483
test,1180,11.057881284985525,3.8423839155315416,0.32111416557316197,0.00473917144046565,0.863124668598175,2.5462253093719482,1.0,0.984817998902506,0.015182001097494055,0.9188531373217155,0.9179482815216466,0.9999816250780934,0.015182001516222954,0.258760541677475,0.02265705168247223,0.8691960573196411,0.7932893633842468,0.2906080484390259,0.6510311563809713,0.9550581416647478,0.9222201913209904,0.9081924023240463,0.9284902451032614,0.8887225332857873,0.8339316016924366,0.9073548515905643,0.3857741996666153,[[0.05088764]],[[0.01474556]],[[0.02753089]],0.031054698179104,0.09885848944225673,0.12290463007558183,0.06705523068211935,0.09627278339998598
train,1200,12.471111554084048,4.719675320214594,0.3127991529423546,0.004694646086935329,0.8286256790161133,2.485884428024292,1.0,0.9810190267105745,0.019346871569703623,0.8877254466193691,0.8872968264187443,0.9994014520499125,0.01907244697213173,0.3445206880569458,0.029271556064486504
test,1200,11.035239236760841,3.789270334364139,0.31905787139831177,0.004788580062881562,0.8539537787437439,2.561868906021118,1.0,0.9829888421437717,0.017011157856228278,0.9192307692307692,0.9181914337470973,1.0,0.017011158168315887,0.250351220369339,0.022745562717318535,0.8669778108596802,0.7943859100341797,0.29550856351852417,0.6522907614707947,0.9562375459860315,0.9247317892418343,0.9111788509403325,0.930716062056066,0.893491396119582,0.841532584227431,0.9099477000300357,0.3873362160365767,[[0.05327212]],[[0.01412911]],[[0.02992434]],0.032441855389308,0.10038462906901402,0.12430484581288503,0.074766748125044,0.09981874100231436
train,1220,12.47571822011859,4.6776260281062765,0.3122818099244191,0.004764944189686501,0.8835189938545227,2.6947407722473145,1.0,0.9771313574826198,0.02314306622758873,0.8886449883528166,0.8881481187659618,0.9992689490685954,0.02296011708676815,0.3368011713027954,0.02890956588089466
test,1220,10.914568238008037,3.63995538840286,0.31786222093301997,0.004850092751550962,0.8288324475288391,2.5279462337493896,1.0,0.9893908907993415,0.010609109200658497,0.9244132997554655,0.9237839349324645,0.9999816250780934,0.010609108954668045,0.24471062421798706,0.021536769345402718,0.8701307773590088,0.7998647093772888,0.2956530451774597,0.6552161773045858,0.9575360476079572,0.9284886465287049,0.9143187329945542,0.9334478090437388,0.8963242242250307,0.8463231976036321,0.9116197195536951,0.3863490667358929,[[0.04721923]],[[0.01920941]],[[0.03076974]],0.03239946242598444,0.10415781460003326,0.12878202064138844,0.07563831150824443,0.1028593822498887
train,1240,12.403410161322306,4.567650536412596,0.31031310789497,0.004812475318133749,0.8138958215713501,2.5230839252471924,1.0,0.9854555433589463,0.015047566776436152,0.8917718659959956,0.8915075197490671,0.9994882643480167,0.014635930769145489,0.32918673753738403,0.0280926413834095
test,1240,11.052224715710645,3.712709026709976,0.31734320161022955,0.004921501175012165,0.824641227722168,2.556394577026367,1.0,0.9864642399853667,0.013535760014633254,0.9206020856402332,0.9197962384350723,0.9999816250780934,0.013535760343074799,0.24446021020412445,0.02145261876285076,0.8680530190467834,0.7973374724388123,0.29213374853134155,0.6525080800056458,0.9584016023090052,0.9303988863112552,0.9144380998666525,0.934412862828971,0.8930410861674607,0.8496132963049584,0.9160765331052774,0.3790481254862235,[[0.04602568]],[[0.02013399]],[[0.03535437]],0.0338380115196086,0.10374707251315118,0.13498876110817404,0.07569929640238449,0.10481171000790324
train,1260,12.444500140815787,4.560328389016691,0.3099228670166998,0.004883896255667638,0.7808501124382019,2.459684371948242,1.0,0.9837632638126601,0.01632821075740944,0.8912657277339243,0.8909155817011811,0.9994791262113742,0.016282472759485245,0.3295281231403351,0.02835877239704132
test,1260,11.030007804227264,3.6471942896726954,0.31724944951134365,0.004999351656415795,0.8230615854263306,2.592651128768921,1.0,0.978781781598683,0.021218218401316994,0.9221441702479942,0.9208661082270555,0.9999816250780934,0.02121821790933609,0.242505744099617,0.021328574046492577,0.874215304851532,0.8035434484481812,0.29914629459381104,0.6589683492978414,0.9591911624583479,0.9331174132821527,0.916760235452961,0.9363562703978205,0.895056939945848,0.8558365643234354,0.9192902552999062,0.3870094832363927,[[0.05087055]],[[0.02543798]],[[0.03653486]],0.03761446419464002,0.1192998288888677,0.12821917386624992,0.07675661260550545,0.10809187178687436
train,1280,12.460680492274106,4.514799115948305,0.3096153560768236,0.004956446466220224,0.812425434589386,2.5997681617736816,1.0,0.9817508232711306,0.018340651298938894,0.8929013984776066,0.8926486786661256,0.9992963634785231,0.018294913694262505,0.32883819937705994,0.028238629922270775
test,1280,11.10566999970264,3.6422624882819643,0.31814180537772085,0.0050929412772087075,0.7979173064231873,2.55334210395813,1.0,0.9855496616059997,0.014450338394000365,0.9225059021101565,0.9216198801259529,1.0,0.014450338669121265,0.2428920716047287,0.02111773192882538,0.8768321871757507,0.8114566802978516,0.2986631393432617,0.6623173356056213,0.959805131233329,0.9342717852104188,0.9177859861150968,0.9372876341862814,0.8873795598938535,0.8444974671098284,0.91688240812975,0.3771768358100503,[[0.03718117]],[[0.01286907]],[[0.03820985]],0.02942002887955737,0.12110560719321584,0.139812305338599,0.07483951583321319,0.11191914278834268
train,1300,12.365557539039944,4.391954965657731,0.3078517976628962,0.005005169970827491,0.8170917630195618,2.655555248260498,1.0,0.9818422978412001,0.018157702158799853,0.8955836289588892,0.8950835578527905,0.9995019715529806,0.01824917644262314,0.3198821544647217,0.02769051119685173
test,1300,11.034397648570087,3.537016845390525,0.3172569463299684,0.005158082404787502,0.7621309161186218,2.4769320487976074,1.0,0.9959758551307847,0.004024144869215292,0.9257822475708675,0.9255346309557099,1.0,0.0040241447277367115,0.24698171019554138,0.020806286484003067,0.8785508871078491,0.8029502630233765,0.29768335819244385,0.6597281694412231,0.960430767489812,0.9350379006746441,0.91859848218205,0.9380223834488354,0.8970809875385966,0.8599086528152327,0.9190254105682312,0.3850305681865264,[[0.05474133]],[[0.02695928]],[[0.03729532]],0.039665312816462454,0.1359006597164607,0.12887980594202764,0.08246862911286301,0.11574969825711712
train,1320,12.413380150737407,4.386215098297644,0.30708392199430107,0.00506944886365462,0.7988587617874146,2.6362404823303223,1.0,0.9834431028174168,0.016877058177826563,0.895613049742375,0.8952788363840518,0.9994471427331253,0.016648372635245323,0.3204939663410187,0.027288252487778664
test,1320,11.045306709886841,3.499852676070628,0.31397233219540965,0.005183165150198092,0.815648078918457,2.691645622253418,1.0,0.9798792756539235,0.02012072434607646,0.9276749083914637,0.9264342941898775,1.0,0.02012072503566742,0.24463984370231628,0.020338911563158035,0.8744444847106934,0.806774914264679,0.3025473952293396,0.6612555980682373,0.9613265764864568,0.9363562203696567,0.9204709553318778,0.9393845840626639,0.8986990676656139,0.8656654792319399,0.9242283224339998,0.40085967170889114,[[0.05443599]],[[0.03130649]],[[0.04072523]],0.04215590131351063,0.12135019021382498,0.14123819736175547,0.085011790384908,0.1158667259868295
train,1340,12.413119890818088,4.322378092269255,0.306930971197972,0.0051436489679012555,0.8411219716072083,2.817765712738037,1.0,0.9850896450786681,0.01500182949140139,0.897501793153967,0.8972285704696144,0.9994654190064104,0.015093304216861725,0.3168007731437683,0.027297258377075195
test,1340,10.943383886715122,3.33406413266531,0.31212814830656527,0.005230744950969621,0.8357124328613281,2.7996435165405273,1.0,0.9842692518748857,0.01573074812511432,0.9317990969830471,0.9308475070818085,0.9999816250780934,0.01573074795305729,0.2205544114112854,0.01927497610449791,0.8733653426170349,0.8015170097351074,0.3010598421096802,0.6586473981539408,0.961442789901275,0.9363190987855337,0.9206011262097635,0.9394543382988574,0.9013304033913452,0.8717826773238222,0.9288717087381149,0.3970003182881722,[[0.05375455]],[[0.03245077]],[[0.04264147]],0.042948927166283395,0.13927790986621746,0.13095375572152446,0.08403649009818459,0.11808938522864217
train,1360,12.398175162794473,4.2592697618123685,0.30597618583179503,0.00520413476148292,0.8034510016441345,2.7317397594451904,1.0,0.9816593487010611,0.018660812294182216,0.8983746165468615,0.898061555454526,0.9993466232300572,0.01834065094590187,0.3135185241699219,0.02629966102540493
test,1360,10.992092667930802,3.3469906128889817,0.31058225183397975,0.005282476113867878,0.7652249932289124,2.601771116256714,1.0,0.9833546734955185,0.016645326504481434,0.9298215720162606,0.9287928707767498,1.0,0.01664532721042633,0.23341907560825348,0.020047718659043312,0.8767156600952148,0.8054243922233582,0.3012152910232544,0.6611184477806091,0.96295460687336,0.9385963087964809,0.9223371641684511,0.941296026612764,0.904780531700435,0.8691885680770176,0.9288341672985705,0.38389015880200994,[[0.05786974]],[[0.03245687]],[[0.04378237]],0.04470299135874578,0.12689738951957075,0.14217139764898545,0.08664165429753501,0.11857014715536374
train,1380,12.373290938856485,4.182265950610164,0.3049676450582114,0.005263215484517004,0.7868242263793945,2.714550495147705,1.0,0.9848152213684596,0.015459202341748994,0.8999935899196908,0.8996573472021774,0.9995202478262657,0.015184778720140457,0.3062453269958496,0.02555576153099537
test,1380,11.001108387957025,3.3049939373456647,0.30783113989333727,0.005312634465842686,0.754136860370636,2.601778507232666,1.0,0.9899396378269618,0.01006036217303823,0.9307907542579076,0.9301909960730915,0.9999816250780934,0.01006036251783371,0.2231084704399109,0.019301820546388626,0.8772785067558289,0.8078112006187439,0.30530714988708496,0.6634656190872192,0.9631716856716837,0.9382320393509235,0.9219285097110653,0.941110744911224,0.9075969597363016,0.8753111724246057,0.9325472270607703,0.3934256004136443,[[0.05095519]],[[0.02842279]],[[0.04496085]],0.04144627852426043,0.12088364929331263,0.1408657129744152,0.08878435559566714,0.11684457262113164
train,1400,12.382845893605829,4.146681756620829,0.30400074841205865,0.005322521103385426,0.7575422525405884,2.6514041423797607,1.0,0.9833058909623125,0.016694109037687522,0.9007795521695602,0.9004689735977324,0.9994197283231976,0.016739847138524055,0.3110470771789551,0.026040896773338318
test,1400,11.077635806592875,3.2728448326678823,0.3085057698374194,0.005401396144756,0.7896015048027039,2.7636120319366455,1.0,0.9383574172306567,0.06164258276934333,0.934347380243176,0.9305192515774501,1.0,0.06164258345961571,0.22231991589069366,0.019028374925255775,0.8771567344665527,0.8039987087249756,0.3058508038520813,0.6623354156812032,0.9639425568626905,0.9393095133277699,0.9230185195143722,0.9420901965682775,0.9063129475121781,0.874027241001968,0.9307061468996977,0.39795747874923065,[[0.05821412]],[[0.03389377]],[[0.04324314]],0.04511700935919551,0.14152621932190856,0.13666116146179852,0.0955602547025316,0.12458254516207956
train,1420,12.379088229065276,4.0630432084240935,0.30358841844063905,0.005391191442063019,0.7837192416191101,2.782209873199463,1.0,0.9838547383827296,0.0163739480424442,0.9029131250858372,0.902702471799034,0.9993648995033423,0.016190998256206512,0.3052801489830017,0.025005197152495384
test,1420,10.977683560120377,3.149294559973477,0.3078442551393232,0.005466767547721508,0.8103410005569458,2.8767173290252686,1.0,0.9871959026888605,0.012804097311139564,0.9346580192983951,0.9338625946773977,1.0,0.01280409749597311,0.22444447875022888,0.018860217183828354,0.8743029236793518,0.8015542030334473,0.30402928590774536,0.6599621375401815,0.9642112633179573,0.9396071950607309,0.9227541093445271,0.9421908559077384,0.9049971791506364,0.8767006843688179,0.9314483495786756,0.3790784450057481,[[0.05208847]],[[0.03164458]],[[0.04555363]],0.04309555848898988,0.13100139309239056,0.13662700261586336,0.08805981143952357,0.11856273571592583
train,1440,12.320870442046727,3.967358535783351,0.30162359252326704,0.005431697978877498,0.7852051854133606,2.8267452716827393,1.0,0.9819337724112697,0.018294914013904134,0.9048095794784764,0.9044935420779466,0.999360330435021,0.018066227436065674,0.3023775815963745,0.02522314339876175
test,1440,10.988616405031419,3.0889285017634216,0.3083655073194851,0.005553107728910752,0.7648918628692627,2.75361704826355,1.0,0.9791476129504298,0.020852387049570147,0.9358039420981507,0.9345069480748422,1.0,0.020852386951446533,0.22168156504631042,0.017578737810254097,0.8798716068267822,0.801471471786499,0.3056997060775757,0.6623475948969523,0.9643073290881604,0.9403948289246474,0.9234736121238665,0.9427252567122247,0.9075691817366744,0.8804237933491682,0.9329871667954497,0.3861816188377544,[[0.05578934]],[[0.03424344]],[[0.04494611]],0.04499296274229773,0.14908895842057523,0.12801720022682261,0.09680882974696484,0.12463832946478755
train,1460,12.352643572014852,3.9496468168189574,0.30039049896005743,0.005484582298350047,0.7828467488288879,2.8573970794677734,1.0,0.9844493230881814,0.01646542261251372,0.9062308272260259,0.9059459261542029,0.9994562808697679,0.015596413984894753,0.30198025703430176,0.024696286767721176
test,1460,10.943906876337426,3.0093077775959736,0.30409455914285427,0.005552211677378084,0.782723605632782,2.856947898864746,1.0,0.9681726723980245,0.03182732760197549,0.939180545571949,0.937193780166073,1.0,0.031827326864004135,0.20984011888504028,0.01833914779126644,0.8799858689308167,0.8012446761131287,0.3069279193878174,0.6627194881439209,0.9651571564734452,0.9414868189410872,0.9251415521770657,0.9439285091971995,0.9136351499368401,0.8889281305190562,0.9377336764554789,0.3831237844802381,[[0.06375153]],[[0.03914264]],[[0.04671325]],0.049869141296295216,0.14385283176345431,0.1345924487674749,0.09743123600027331,0.1252921721770675
train,1480,12.372178846778688,3.902892876578651,0.3002231352241145,0.005556574820198195,0.759453296661377,2.809983491897583,1.0,0.9811562385656788,0.01916392242956458,0.9079301608620005,0.9075996912158224,0.9993283469567721,0.018889497965574265,0.2929474115371704,0.024108311161398888
test,1480,10.929170906816298,2.9364356862053,0.3072227560363959,0.005686124852135022,0.7171763777732849,2.6535582542419434,1.0,0.9842692518748857,0.01573074812511432,0.9400625540045516,0.9391025251358613,0.9999816250780934,0.01573074795305729,0.2017049491405487,0.016873769462108612,0.880626916885376,0.8021358847618103,0.30970340967178345,0.6641554037729899,0.9657211167433368,0.9428191077733723,0.9247204933187781,0.9444202392784957,0.9087261015641743,0.8824630039884792,0.9347706654391634,0.38843547883712565,[[0.05116638]],[[0.03236921]],[[0.04600012]],0.04317856768478103,0.14335966992813964,0.1406876779502294,0.09450433996861585,0.12618389594899496
train,1500,12.359577337726323,3.839730378258067,0.29956401122868215,0.0056192591681290234,0.768032431602478,2.8801276683807373,1.0,0.9816593487010611,0.018523600439077935,0.9089488462947137,0.9086920305000656,0.9992917944102018,0.018386388197541237,0.29567623138427734,0.023790471255779266
test,1500,10.950513203008445,2.891006394367626,0.3048641636752332,0.005718680090240484,0.7921825647354126,2.970690965652466,1.0,0.9890250594475947,0.010974940552405341,0.940774986313036,0.9401116068714819,0.9999816250780934,0.010974940843880177,0.20500493049621582,0.016172677278518677,0.8802046775817871,0.8031041622161865,0.3095065951347351,0.6642718116442362,0.9656954371129001,0.9419538173601585,0.9251574329945617,0.9442688958225401,0.907090492478464,0.8812617192813043,0.9351292666076145,0.3855915079269783,[[0.05021945]],[[0.03185014]],[[0.04927552]],0.04378170393048789,0.1294017834590785,0.1413605245496774,0.10518265447087449,0.12531498749321013
train,1520,12.344733179248038,3.784364361838024,0.29756764322246687,0.005656195519136972,0.7688711285591125,2.9217166900634766,1.0,0.9818422978412001,0.018386388583973654,0.9102725699584019,0.9100711851270988,0.9992552418636316,0.018203439190983772,0.2902814745903015,0.02346344292163849
test,1520,11.066782032394618,2.9293543130230244,0.3034411301795146,0.005767839346565231,0.7317073345184326,2.780493974685669,1.0,0.9491494421071885,0.05085055789281141,0.9429596106224917,0.9397955089783959,0.9999816250780934,0.050850559026002884,0.2045481950044632,0.01779983751475811,0.8800345063209534,0.8013872504234314,0.3109295964241028,0.6641171177228292,0.9659250221116682,0.9422146130474384,0.9254298092562767,0.9445231481384612,0.9089346066091235,0.8826967456643195,0.9343360935655525,0.38029604237816683,[[0.05258294]],[[0.03220776]],[[0.04634041]],0.04371036900102133,0.1542756824498771,0.1362979455911112,0.09920787423272534,0.12992716742457122
train,1540,12.349584645069958,3.7186829071100753,0.2972038149004928,0.005723573357639809,0.7629575133323669,2.937392473220825,1.0,0.9835345773874863,0.016694109037687522,0.911882844166626,0.911605952333731,0.9994060211182337,0.01646542176604271,0.2816535234451294,0.023000668734312057
test,1540,10.854714707960175,2.6925400279875276,0.30033346720057563,0.005783844436358726,0.7230083346366882,2.783587694168091,1.0,0.9910371318822023,0.008962868117797696,0.9456109191766824,0.945047597048132,1.0,0.00896286778151989,0.19249077141284943,0.01574484072625637,0.880210280418396,0.8066647052764893,0.30875271558761597,0.6652092337608337,0.9668073194767368,0.9432228827681624,0.925916386563604,0.9453155296028344,0.9136123783663381,0.8897480436571348,0.9375122097460931,0.39139354138440413,[[0.05880809]],[[0.03956835]],[[0.04831739]],0.04889794376596635,0.12952208388275654,0.14821007291245092,0.09494418868419577,0.1242254484931344
train,1560,12.285813889571523,3.6253211603817204,0.29610090538385014,0.0057763512672734186,0.7330378293991089,2.858853578567505,1.0,0.9830772045371386,0.017151481888035128,0.9139459353861933,0.9135984035980069,0.9994334355281614,0.016877058893442154,0.283530056476593,0.022906146943569183
test,1560,10.995852789277892,2.766606407800496,0.3019707545253767,0.005890860577818776,0.7464051246643066,2.9109857082366943,1.0,0.9710993232119993,0.02890067678800073,0.9447103964918692,0.9428956998528929,1.0,0.02890067733824253,0.20073294639587402,0.01663578860461712,0.8794443607330322,0.8002399206161499,0.30423128604888916,0.6613051891326904,0.9671298459490202,0.9445004507096291,0.9261319780124563,0.9459207582237018,0.9137016302725016,0.8924945097612117,0.936059420037148,0.3978679714735817,[[0.05703094]],[[0.04084957]],[[0.04604023]],0.047973581320251514,0.14706548798135843,0.14309441595564842,0.09470822080206046,0.12828937491302242
train,1580,12.31459038326516,3.5918275209909125,0.2953312870699802,0.005835162953210846,0.7585219144821167,2.9961674213409424,1.0,0.9843578485181119,0.015825100622027077,0.9143579209537559,0.9140743950179565,0.9994471427331253,0.015687888488173485,0.2805051803588867,0.0226063784211874
test,1580,10.924104798008019,2.6338359636690885,0.30001750113607784,0.005927753287884155,0.7793236970901489,3.0783348083496094,1.0,0.9820742637644047,0.01792573623559539,0.948088462615173,0.9470049724630105,0.9999632501561868,0.01792573556303978,0.18725334107875824,0.015391236171126366,0.8802103400230408,0.8042047023773193,0.3053910732269287,0.6632687052090963,0.9676536577069066,0.9439507649057973,0.9258768039614734,0.9458270755247259,0.9152888002431692,0.8890911619551687,0.9382528556518728,0.40500919092890053,[[0.06191928]],[[0.03991551]],[[0.04646632]],0.04943370339778492,0.14472537112304007,0.14247529612748788,0.09514215364340642,0.12744760696464477
train,1600,12.365428230852336,3.588083517756429,0.2944387511983705,0.005891130533976997,0.745661199092865,2.9826507568359375,1.0,0.9840834248079035,0.0161452616172704,0.9152057670943562,0.9149806094520911,0.9993877448449486,0.015916574746370316,0.2677362263202667,0.021849699318408966
test,1600,11.03294750399927,2.6854440965751896,0.2983177942834564,0.005968742428023397,0.7453569769859314,2.981433868408203,1.0,0.9619535394183282,0.03804646058167185,0.9478091291364495,0.9454123253863081,1.0,0.0380464605987072,0.19167423248291016,0.015153906308114529,0.8826227188110352,0.805576741695404,0.31666743755340576,0.6682889660199484,0.9676042842050461,0.9445052062024532,0.9265021780202037,0.946203889475901,0.9168300727891865,0.89472924986207,0.9405852388460199,0.39631366215678104,[[0.06275675]],[[0.04246283]],[[0.04835579]],0.05119179149804778,0.15204142975732116,0.1347808341009461,0.10325174197457196,0.13002466861094641
train,1620,12.318213377686329,3.49734972755943,0.2936286807627282,0.005948322474174329,0.7356507182121277,2.979391098022461,1.0,0.9850896450786681,0.015184778631540432,0.9175484914615349,0.9172812346485139,0.9994608499380891,0.014956092461943626,0.2675454616546631,0.0212971530854702
test,1620,10.955665005917128,2.5593007507938252,0.297974140787552,0.006036352694720709,0.7610320448875427,3.082185745239258,1.0,0.9893908907993415,0.010609109200658497,0.9487207562319793,0.9480748422549937,0.9999816250780934,0.010609108954668045,0.2024754136800766,0.015242332592606544,0.8820146918296814,0.8008792400360107,0.31052809953689575,0.6644740104675293,0.9682126221765955,0.9457885677522496,0.9269342736581528,0.9469784878623327,0.9208600987037312,0.8955158931511414,0.9402173588384326,0.3898841521376334,[[0.06821249]],[[0.04382209]],[[0.04860932]],0.05354796690701951,0.15258503982145633,0.13981621228141228,0.1070711024533833,0.13315745151875064
train,1640,12.334211374960493,3.456443415340643,0.2921547092363767,0.005991494169284152,0.7410804033279419,3.038435697555542,1.0,0.9855927552140505,0.014635931211123308,0.918081570489832,0.9178335067447374,0.9994791262113742,0.014452981762588024,0.2700716555118561,0.021431852132081985
test,1640,11.064003282040767,2.5981205280332564,0.2981513850057018,0.006114473696127683,0.7187822461128235,2.9470131397247314,1.0,0.988293396744101,0.01170660325589903,0.9480369374520945,0.9473453855786416,0.9999632501561868,0.011706603690981865,0.18718455731868744,0.014226977713406086,0.8815533518791199,0.800398588180542,0.3046201467514038,0.6621906956036886,0.9685201538093325,0.9450394892109407,0.9262635850268196,0.9466077426823643,0.9160178251717382,0.8932762435309591,0.9399640525683671,0.4084047769662962,[[0.05944891]],[[0.04007313]],[[0.04951811]],0.04968005362319772,0.14741632641555824,0.14347389753708395,0.0985854435006698,0.1298252224844373
train,1660,12.349777611803319,3.41094330872453,0.2925390773233022,0.006072504226646308,0.7217290997505188,2.9951815605163574,1.0,0.9846322722283205,0.015550676911818514,0.9189721209161796,0.9187793871305345,0.9993877448449486,0.015367727726697922,0.26089945435523987,0.02052422985434532
test,1660,11.035486642067537,2.510467166457552,0.2977119977499943,0.00617988332089455,0.762989342212677,3.1664116382598877,1.0,0.984817998902506,0.015182001097494055,0.9508458074723135,0.9498863263346018,1.0,0.015182001516222954,0.18331405520439148,0.013437592424452305,0.8792259097099304,0.8003293871879578,0.30876338481903076,0.6627728939056396,0.9684372689194611,0.945484213517657,0.9276458545348749,0.9471891123239976,0.9171032092193331,0.8963205070579544,0.9395379313868207,0.40718245705809747,[[0.06481242]],[[0.04545477]],[[0.0484446]],0.05290392845139624,0.1339942683931179,0.14400041352161885,0.10140303755157873,0.12646590648877185
train,1680,12.351417124860243,3.3729740258672933,0.2906128185117284,0.006105165030012539,0.7188187837600708,3.0190446376800537,1.0,0.9865532381997805,0.013995609220636663,0.9206997903192824,0.9204636644626637,0.9995019715529806,0.013629711233079433,0.2641405165195465,0.02036183327436447
test,1680,11.08942696257529,2.502413182932824,0.2961616188162355,0.0062217336719295946,0.7342867851257324,3.084010362625122,1.0,0.9795134443021767,0.020486555697823303,0.9507067116300021,0.9494121794949728,1.0,0.020486555993556976,0.16980098187923431,0.013739862479269505,0.8825164437294006,0.8066877126693726,0.310208797454834,0.666470984617869,0.9690737781079953,0.9472714539025789,0.9275108382371426,0.9479520234159056,0.919513093198015,0.8958860752548675,0.9404569002928251,0.41153652106625366,[[0.06657957]],[[0.04509042]],[[0.04878212]],0.05348403482953031,0.15135424823971133,0.14668972803655378,0.10733157194990792,0.13512518274205768
train,1700,12.357112084035249,3.321023739348215,0.29019860143064796,0.0061690055943875366,0.6977989077568054,2.965651035308838,1.0,0.984540797658251,0.01641968532747896,0.9218072833371992,0.9216322844231808,0.9993694685716635,0.01550493948161602,0.2659737765789032,0.020161911845207214
test,1700,11.108103293179376,2.4477197100393555,0.29606458441701344,0.0062937039274638205,0.7482312321662903,3.1799888610839844,1.0,0.9698189134808853,0.030181086519114688,0.9542220922867027,0.9523543214229269,0.9999632501561868,0.03018108569085598,0.1930188685655594,0.013445398770272732,0.8849216103553772,0.8124380111694336,0.31336015462875366,0.6702399253845215,0.9694767175335599,0.9469750995787837,0.9275389491578543,0.9479969220900659,0.9180562011598136,0.893147168724772,0.9406284684408036,0.40603653966537945,[[0.06176714]],[[0.04149614]],[[0.05022119]],0.05116148959676369,0.13890971984506806,0.15253516682584534,0.1097169745688325,0.13372062041324864
train,1720,12.385656462891653,3.2866461286604123,0.2894094176140627,0.006224574342630619,0.7439398169517517,3.198946952819824,1.0,0.9838547383827296,0.01619099890230516,0.922653653534512,0.9224652694080925,0.9993420541617358,0.016190998256206512,0.2608357071876526,0.020254911854863167
test,1720,11.032439653847714,2.3454984501290412,0.2939078507354496,0.00632132596744044,0.7697855234146118,3.3100838661193848,1.0,0.9910371318822023,0.008962868117797696,0.9541152713913826,0.9535700825501805,0.9999816250780934,0.00896286778151989,0.16873019933700562,0.01234009861946106,0.8833259344100952,0.8043211102485657,0.3171722888946533,0.6682731111844381,0.9694609937160151,0.9476024901325266,0.9283708757446447,0.9484781198643955,0.9205459988979425,0.8965463604228845,0.9427115823098903,0.40036530937055304,[[0.06297777]],[[0.0418764]],[[0.05096619]],0.05194012012017254,0.15563601634418256,0.14211885391765866,0.1172137216955852,0.1383228639858088
train,1740,12.408484501146022,3.2716821809413448,0.2885620502425863,0.0062784825908194,0.7079368829727173,3.079530715942383,1.0,0.9833516282473472,0.016922795462861323,0.9235324101346339,0.9232402810790359,0.9993877448449486,0.016877058893442154,0.26180100440979004,0.020002489909529686
test,1740,11.085928017682734,2.382155861304189,0.2908202053228462,0.006327615133878556,0.7553266882896423,3.2856767177581787,1.0,0.9826230107920249,0.017376989207975122,0.9543440687455877,0.953241827045822,1.0,0.017376989126205444,0.17961697280406952,0.01337174791842699,0.8845658302307129,0.8063673973083496,0.31299924850463867,0.667977492014567,0.9699628285957599,0.9483950816736497,0.9292082700170902,0.9491887267621665,0.9246766877359984,0.9027800724136639,0.9441565818166926,0.4128156205514069,[[0.06355841]],[[0.04403931]],[[0.04930955]],0.05230242463821725,0.1649885586282862,0.1439172499175927,0.10818961009823058,0.13903180621470315
train,1760,12.424131425186866,3.2257326184023967,0.28842252346782776,0.00634754521197526,0.7245059013366699,3.1878316402435303,1.0,0.9832601536772777,0.016922795462861323,0.9247441465804309,0.9244516182182665,0.9993877448449486,0.016877058893442154,0.2572108209133148,0.01985173113644123
test,1760,11.09950158276374,2.2910979839441477,0.2910758451633094,0.00640593898518508,0.7491371631622314,3.2962098121643066,1.0,0.9577464788732394,0.04225352112676056,0.9572919460632513,0.9546034795083462,1.0,0.0422535203397274,0.16854654252529144,0.012789318338036537,0.8833736181259155,0.8043957352638245,0.30616384744644165,0.6646444002787272,0.9698803751071824,0.9489125789553292,0.928620857076461,0.9491379370463241,0.9203186070225786,0.8967921768236838,0.9418114413016679,0.4035749689933918,[[0.05799221]],[[0.03791104]],[[0.04863846]],0.04818057066416485,0.15425831327596073,0.14876387977823158,0.10418270111909356,0.13573496472442861
train,1780,12.430174404999907,3.188625794908654,0.2871201867983972,0.006390656515716695,0.6928108930587769,3.0830140113830566,1.0,0.9842206366630076,0.015870837907061838,0.9252050931464707,0.9249825317251332,0.9993740376399848,0.01596231199800968,0.2502983808517456,0.01945396699011326
test,1780,11.141026535438884,2.2900990593775723,0.29106179490829925,0.0064783879421650694,0.7499229311943054,3.337162733078003,1.0,0.9935979513444302,0.006402048655569782,0.9547422705490282,0.9543360120603503,1.0,0.006402048747986555,0.16505177319049835,0.012396114878356457,0.8837506771087646,0.8054676055908203,0.31628215312957764,0.6685001452763876,0.9704111798662648,0.9485108859137111,0.9294385250562652,0.9494535302787471,0.9222477949154732,0.89930009795227,0.9426101429979012,0.41417530869748953,[[0.06044864]],[[0.03903213]],[[0.05151035]],0.05033037636518523,0.1468430731095084,0.14221216044241825,0.11263273920357211,0.13389599091849957
train,1800,12.447303015453842,3.1530187685673723,0.28681073989616923,0.006455464430898003,0.7413915991783142,3.3362679481506348,1.0,0.9842206366630076,0.01605378704720088,0.925829726710577,0.9255683673189173,0.9994060211182337,0.01587083749473095,0.2561723589897156,0.019483070820569992
test,1800,11.305751008221627,2.3651531659773983,0.29153815549100714,0.006561867919252717,0.7524486184120178,3.3860244750976562,1.0,0.9509785988659228,0.04902140113407719,0.9556515057265176,0.95256100081456,0.9999816250780934,0.0490214005112648,0.16790983080863953,0.01290314830839634,0.8858372569084167,0.8101818561553955,0.31225383281707764,0.66942431529363,0.9710344467284298,0.9491316426267787,0.9297617624697528,0.9499759506083204,0.9211591819924856,0.9000423219674477,0.9414077963787408,0.40196464460852166,[[0.06570485]],[[0.04680228]],[[0.05134516]],0.054617429787857545,0.15925508648403608,0.1476586253749289,0.10978278818930523,0.1388988333494234
train,1820,12.44667178285545,3.106752978372696,0.285565569947763,0.006498822710339456,0.7289392352104187,3.3166794776916504,1.0,0.9854098060739115,0.014864617636297109,0.9273493056615291,0.9271214418878552,0.9994380045964827,0.014773143455386162,0.2511132061481476,0.018758133053779602
test,1820,11.271266349037495,2.3148268718311287,0.2869310227263796,0.006529897309175697,0.7508460879325867,3.4163551330566406,1.0,0.9720139015913664,0.02798609840863362,0.9547381242387333,0.9529622019865537,1.0,0.02798609808087349,0.1740691363811493,0.01263403706252575,0.8857764005661011,0.805436909198761,0.31921595335006714,0.6701430877049764,0.9708255977725838,0.949968932308231,0.9301367116541724,0.9503104139116624,0.9283987908743297,0.9084134784813213,0.9457434250659535,0.3990484132988632,[[0.07217136]],[[0.05075887]],[[0.05082362]],0.057917951877887196,0.16745794241865541,0.14631188193554778,0.11837041577739224,0.14404674671053183
train,1840,12.526040477452591,3.1294052620925092,0.2849343324641016,0.006555683641034311,0.7061271071434021,3.248189926147461,1.0,0.9824826198316868,0.01765459202341749,0.9264548342891326,0.9262152274537205,0.999310070683487,0.017608854919672012,0.24761344492435455,0.019205015152692795
test,1840,11.36775564009166,2.3217197695226757,0.2879400760922067,0.006624838888706664,0.7085220813751221,3.259207248687744,1.0,0.9590268886043534,0.040973111395646605,0.9559667922320155,0.9533634031585474,1.0,0.04097311198711395,0.16685330867767334,0.01270419079810381,0.8832757472991943,0.805199146270752,0.3184152841567993,0.6689633925755819,0.970625866744198,0.9485977064927268,0.9313338616611635,0.9501858116326961,0.9268707886310269,0.9073515321172202,0.946943336087603,0.4213954167363701,[[0.06363223]],[[0.04744507]],[[0.0508741]],0.053983799184227764,0.18063205958941686,0.13453152278363023,0.11060868675150656,0.14192408970818457
train,1860,12.505831407532341,3.0648872216368086,0.28426909071597434,0.006611438124417648,0.6775192022323608,3.1504693031311035,1.0,0.9855927552140505,0.014727405781192828,0.9280034675058682,0.9276737139840787,0.9995385240995509,0.014407244510948658,0.24529944360256195,0.018438616767525673
test,1860,11.29585917514531,2.2005250273837627,0.29185773878444676,0.006787932434883558,0.732085645198822,3.4042038917541504,1.0,0.99304920431681,0.00695079568319005,0.9561171991875357,0.9557219797454196,0.9999632501561868,0.006950795650482178,0.1657978743314743,0.011506372131407261,0.8797367811203003,0.8021880984306335,0.3141435384750366,0.6653561393419901,0.9713081696133552,0.9502672540197055,0.9312903463592338,0.9509552566640981,0.9237028571937866,0.9022835862206672,0.9440997818091399,0.408207524478234,[[0.06925139]],[[0.04955331]],[[0.05388798]],0.05756422634327444,0.15065594751538303,0.15112178324894765,0.11451963708418991,0.1387657892828402
train,1880,12.551055924254724,3.0544175930700153,0.2839938637279478,0.006676028350664293,0.7060078978538513,3.318242311477661,1.0,0.9837175265276253,0.01655689718258324,0.9288166942890368,0.928540262466551,0.9993968829815912,0.016419684514403343,0.24939297139644623,0.018811801448464394
test,1880,11.27836926964229,2.160137360026637,0.2871218594637784,0.006749560179623691,0.7304747700691223,3.433236837387085,1.0,0.977501371867569,0.022498628132430948,0.958858910047241,0.9574483605461199,0.9999816250780934,0.02249862812459469,0.16629302501678467,0.011888307519257069,0.884518563747406,0.8086774945259094,0.3181419372558594,0.670445998509725,0.9717767645332929,0.9513584829317129,0.9316969648051655,0.9516107374233904,0.9299521638112587,0.9100084867215207,0.9468763297801082,0.4188306907002223,[[0.07315432]],[[0.04947307]],[[0.05364375]],0.05875704503758745,0.15510047753592904,0.14796682281797469,0.11215443791627433,0.13840724609005936
train,1900,12.526381155880127,2.9918534927563574,0.28333597221611795,0.00673138977692095,0.7073327302932739,3.3598358631134033,1.0,0.9860501280643981,0.014087083790706183,0.9301456786280021,0.9298766999148708,0.999506540621302,0.014087083749473095,0.2407103031873703,0.01803276129066944
test,1900,11.32215895756564,2.1487479788175072,0.2875332522701907,0.006831107182465591,0.7220267653465271,3.4296326637268066,1.0,0.9921346259374428,0.00786537406255716,0.9580353233104656,0.9575577790475728,0.9999816250780934,0.007865373976528645,0.1594020426273346,0.011749169789254665,0.8847642540931702,0.8042248487472534,0.31813210248947144,0.6690404017766317,0.9724196538049557,0.9503703804982667,0.9317884559110248,0.951526163404749,0.9300385216645854,0.9088818232303775,0.9480127706725102,0.4245060421580019,[[0.06986962]],[[0.04809065]],[[0.05404439]],0.057334888702901286,0.16383384538593493,0.1425113475261114,0.1198782870510762,0.14207449332104083
train,1920,12.589284458572159,2.9941945081222987,0.28194336205491904,0.0067687834588696745,0.7044505476951599,3.381368398666382,1.0,0.9828027808269301,0.01738016831320893,0.929982693311438,0.9296570115672017,0.9993968829815912,0.01728869415819645,0.23929984867572784,0.018569158390164375
test,1920,11.438629966430218,2.1802463283786526,0.2854976706385329,0.006854113877621642,0.7625190019607544,3.660097599029541,1.0,0.9517102615694165,0.0482897384305835,0.9605556842991133,0.957472675768665,1.0,0.04828973859548569,0.14836236834526062,0.011751405894756317,0.8860388398170471,0.8117920756340027,0.3151680827140808,0.6709996660550436,0.9724593306831064,0.9512273061263276,0.9317926122581212,0.9518264163558517,0.9291676890723092,0.9094645679213595,0.9458853983537031,0.4253447948504598,[[0.05598885]],[[0.03778573]],[[0.05183645]],0.0485370097431461,0.15777627760323776,0.149869444398411,0.11702322628006309,0.14155631609390396
train,1940,12.589463907765941,2.9472155160970233,0.2812850929815779,0.006823294239382599,0.7179937362670898,3.4822747707366943,1.0,0.9809732894255397,0.019575557994877424,0.9315561849707454,0.9313168790829232,0.9992186893170614,0.019255397841334343,0.2384883016347885,0.017925847321748734
test,1940,11.343464720896792,2.044329598417922,0.2854428707364928,0.00692415184510578,0.7373692989349365,3.576246738433838,1.0,0.9946954453996707,0.0053045546003292485,0.9618602841019653,0.9615211603224199,1.0,0.0053045544773340225,0.1432643085718155,0.010239864699542522,0.88405442237854,0.8037813305854797,0.3152461647987366,0.6676939725875854,0.9722809224338658,0.9508284163351005,0.9318009193386112,0.9516367527025258,0.9276376029105051,0.9081164329813121,0.944397781757286,0.40867667841673405,[[0.0664716]],[[0.04801624]],[[0.05208905]],0.05552562910713854,0.17901476423946305,0.1461346865885903,0.11512389053744607,0.1467577804551665
train,1960,12.63858380197301,2.948674430526136,0.2808623162111519,0.006883247257660616,0.7011393904685974,3.4355885982513428,1.0,0.9839462129527992,0.01655689718258324,0.9307422996975127,0.9304320232381452,0.999442573664804,0.016145261004567146,0.24136744439601898,0.0181829072535038
test,1960,11.400172619272766,2.053696189477061,0.28349966520536574,0.006947882220003762,0.7115448117256165,3.48657488822937,1.0,0.9914029632339492,0.00859703676605085,0.961341961852861,0.9608160188686127,0.9999816250780934,0.008597036823630333,0.1485161930322647,0.010930181480944157,0.8816882371902466,0.7979525327682495,0.3137577176094055,0.6644661625226339,0.9721418523219388,0.9512195719425676,0.931653248811652,0.9516715576920528,0.9283863337297391,0.9091336322451479,0.947390007619597,0.4209976369711898,[[0.06280054]],[[0.04581548]],[[0.05314608]],0.053920699738288606,0.16045091267401568,0.13584248275955246,0.1127128767488074,0.13633542406079183
train,1980,12.672364687160655,2.9333725450154935,0.2798210908936529,0.006927677653326886,0.6717578172683716,3.3252060413360596,1.0,0.9854098060739115,0.014727405781192828,0.9321591092907349,0.931917970811962,0.9994608499380891,0.014635930769145489,0.24170199036598206,0.01772415265440941
test,1980,11.514368617209739,2.0936318260236133,0.28611429932131854,0.007083481918305028,0.7254127860069275,3.5907986164093018,1.0,0.9932321199926833,0.006767880007316627,0.95970370730758,0.9592720022370005,1.0,0.006767880171537399,0.16192646324634552,0.01046691369265318,0.8853578567504883,0.8076914548873901,0.3173440098762512,0.6701311071713766,0.9730173440410786,0.9516044214899472,0.9318283627458018,0.9521500427589425,0.9294747654744471,0.9094729240528179,0.9466613796607742,0.40113227768823095,[[0.06560053]],[[0.0449087]],[[0.05440086]],0.05497003044648039,0.15463814506431472,0.15253459467079822,0.1183679761775186,0.1418469053042105
train,2000,12.689709565336784,2.897818449866933,0.2786141816748833,0.006967444148234645,0.6980994939804077,3.4905030727386475,1.0,0.9843578485181119,0.01632821075740944,0.932166863045562,0.9318142290922294,0.9994974024846593,0.01573362573981285,0.2388828694820404,0.018180187791585922
test,2000,11.479103987452882,1.9994842769329042,0.28491273736613576,0.00712495527968364,0.7113081216812134,3.5565459728240967,1.0,0.985732577281873,0.014267422718126943,0.9624946759963493,0.9615819483787825,1.0,0.014267422258853912,0.13759960234165192,0.01031322032213211,0.8839929699897766,0.8075168132781982,0.3130306005477905,0.6681801279385885,0.9729528774779657,0.9517657363189567,0.9320080166047656,0.952242210133896,0.9285119239802916,0.9082240929325599,0.9461200602594197,0.41797595543296145,[[0.06798485]],[[0.04837686]],[[0.05347559]],0.056612433185530435,0.16831818368690743,0.15192954429082794,0.11260183302613425,0.14428318700128986
train,2020,12.740892235804424,2.9006506162295183,0.2780696940081834,0.007023338344669343,0.6979427337646484,3.524616003036499,1.0,0.9802414928649835,0.020032930845225026,0.9326980890786618,0.9324488843188288,0.9992141202487401,0.01975850760936737,0.229333758354187,0.017753129824995995
test,2020,11.524658908393933,2.023502297520921,0.2817002919728956,0.007115038081998113,0.7180914878845215,3.6263673305511475,1.0,0.9868300713371136,0.01316992866288641,0.9612440831822441,0.9604026600853465,1.0,0.013169928453862667,0.15046094357967377,0.010658683255314827,0.886713981628418,0.8067216277122498,0.3138231039047241,0.669086237748464,0.9732976397826945,0.9528086446948103,0.9323464309320431,0.9528175718031826,0.9338830039670032,0.9179258408018063,0.9490855290196151,0.42370889984588445,[[0.07126627]],[[0.05404129]],[[0.0526864]],0.05933132049441625,0.16023012717541674,0.14539814735741685,0.10860891693177555,0.13807906382153637
train,2040,12.721846714501323,2.834058843250463,0.27744781530431195,0.007076986276483972,0.7045767903327942,3.5933468341827393,1.0,0.9850439077936334,0.015184778631540432,0.9342826885103812,0.9340812907910916,0.9994105901865551,0.015001829713582993,0.2303854078054428,0.01750391349196434
test,2040,11.491164117620876,1.9094824517952889,0.2848251032964477,0.0072651620810789755,0.7227358818054199,3.6859586238861084,1.0,0.9919517102615694,0.008048289738430584,0.9645051028476201,0.9639891554107449,1.0,0.008048289455473423,0.13832467794418335,0.010201998986303806,0.8850061297416687,0.8017562031745911,0.3147355914115906,0.6671659747759501,0.9734082301050814,0.9524306228220544,0.9324764973420362,0.9527717834230574,0.9306429801907558,0.9138372520129027,0.9488420604371859,0.40704290748113375,[[0.07017387]],[[0.05205794]],[[0.05384916]],0.05869365573294404,0.1574604557510818,0.13938427087918182,0.11155362407851621,0.13613278356959327
train,2060,12.755998224118146,2.8155084603704292,0.2772068145115472,0.00714013373427009,0.7088332176208496,3.650496006011963,1.0,0.9849981705085986,0.015413465056714233,0.9346877231965717,0.9343986184043913,0.9994654190064104,0.015184778720140457,0.22821299731731415,0.017214184626936913
test,2060,11.60228796059326,1.9699549279876702,0.28203640399302776,0.0072645315231201135,0.7328864932060242,3.7743706703186035,1.0,0.9860984086336199,0.0139015913663801,0.9629214987161858,0.9620317799958664,1.0,0.013901591300964355,0.13786573708057404,0.010715853422880173,0.8854827284812927,0.7981235980987549,0.3246135711669922,0.6694066325823466,0.9736622727054258,0.9518574050274112,0.9326102877268906,0.9527099884865758,0.9322579336506666,0.914503997836593,0.9468500456072709,0.41166158997596053,[[0.0679083]],[[0.0482392]],[[0.05195263]],0.056033377652167704,0.16662715258649363,0.14309820812807417,0.1227070125891403,0.14414412443456937
train,2080,12.755713811079486,2.778104322191302,0.27552090675194885,0.007165582430260635,0.6684392094612122,3.475888967514038,1.0,0.9842206366630076,0.0161452616172704,0.9356793153126755,0.9353811135148,0.9994517118014465,0.015779362991452217,0.22307923436164856,0.017383866012096405
test,2080,11.591168360538319,1.8922397801224964,0.2822463065413075,0.007340492592742403,0.6910051107406616,3.593231201171875,1.0,0.9919517102615694,0.008048289738430584,0.9645181301772269,0.9640256282445625,0.9999816250780934,0.008048289455473423,0.13634023070335388,0.010022442787885666,0.8803231120109558,0.8007408380508423,0.31461870670318604,0.6652275522549947,0.9731758680365746,0.9522974563867593,0.9319892556802061,0.9524875267011801,0.9325256299754178,0.9171241267720561,0.9480342308119171,0.4116691284561092,[[0.06841528]],[[0.05330639]],[[0.05337128]],0.05836431659116533,0.14761298517934063,0.15259403723145948,0.11628167035467363,0.1388295642551579
train,2100,12.806222971481061,2.7733252672236612,0.27528204780073334,0.007228183959871782,0.6940719485282898,3.6438827514648438,1.0,0.9844493230881814,0.015870837907061838,0.9354172135300617,0.9351187079884176,0.9994562808697679,0.01564215123653412,0.22489295899868011,0.017290571704506874
test,2100,11.767051097918019,2.0329780083198052,0.2793491796839274,0.007334976166903265,0.6952263116836548,3.6499431133270264,1.0,0.9846350832266325,0.015364916773367477,0.9621642671988901,0.9612050624293339,0.9999816250780934,0.015364916995167732,0.14841796457767487,0.01086120679974556,0.8862609267234802,0.8057425022125244,0.32259905338287354,0.6715341607729594,0.974255573177711,0.9522721138564044,0.9330518139908517,0.9531931670083225,0.9349938185084937,0.9174502587577533,0.9495436022949771,0.389453111783656,[[0.07304418]],[[0.05249804]],[[0.0538027]],0.05978163876200518,0.17327839127730627,0.1491984523948603,0.12189947246726923,0.14812543871314526
train,2120,12.83395677288068,2.7511809119103465,0.274850012049586,0.007285545466902595,0.6874149441719055,3.6433045864105225,1.0,0.9850896450786681,0.01500182949140139,0.9363374177895106,0.9361378178234377,0.9994105901865551,0.014956092461943626,0.22523102164268494,0.017206570133566856
test,2120,11.696350863107668,1.8891728723727308,0.28087834368158526,0.00744534056338807,0.7196911573410034,3.814368486404419,1.0,0.9903054691787087,0.009694530821291385,0.9654136253041362,0.9647915577547324,1.0,0.009694530628621578,0.1397150158882141,0.009869052097201347,0.8853948712348938,0.80386883020401,0.321383535861969,0.6702157457669576,0.9737922671241531,0.9520791461009536,0.9327972043670846,0.9528895391973972,0.9340366976315492,0.9165860850968909,0.9493359237517961,0.41438116952179355,[[0.0708389]],[[0.05422003]],[[0.05274963]],0.05926951962339863,0.1912596917823608,0.1443078386617237,0.12307743657086634,0.15288165567165027
train,2140,12.934677589519792,2.786878243148698,0.27385077003677205,0.0073275140553741725,0.6894863247871399,3.6887574195861816,1.0,0.9834888401024515,0.017242956458104648,0.9359276465596709,0.9356191092247748,0.9994197283231976,0.01655689626932144,0.22952653467655182,0.017312875017523766
test,2140,11.814119987215664,1.954357313983332,0.27733804784048754,0.007420824280933473,0.7053892612457275,3.7738380432128906,1.0,0.974025974025974,0.025974025974025976,0.9641835032211709,0.962542399669313,0.9999816250780934,0.025974025949835777,0.13589170575141907,0.010878791101276875,0.8823011517524719,0.7991150617599487,0.322085976600647,0.6678340633710226,0.9736475694421269,0.9522032727305308,0.9321974643796028,0.9526827688507535,0.935234369037388,0.9189336244895486,0.9499711248135951,0.4013069555692575,[[0.06858454]],[[0.05015146]],[[0.05132855]],0.05668818333179179,0.1707667754928507,0.1383540673801137,0.11934473373334142,0.1428218588687686
train,2160,12.874017773728383,2.6994475201726438,0.273217737565667,0.007378873403757238,0.6928337812423706,3.741307497024536,1.0,0.9839004756677644,0.01651115989754848,0.9377125136588671,0.9374223844118913,0.9994151592548763,0.01623673550784588,0.2228546142578125,0.01678934320807457
test,2160,11.79934349813648,1.9147740223300027,0.27719959951916756,0.007486412744094014,0.7020481824874878,3.791065216064453,1.0,0.9860984086336199,0.0139015913663801,0.9655256336931258,0.9646335088081893,1.0,0.013901591300964355,0.1508670300245285,0.010791410692036152,0.8875709176063538,0.805033802986145,0.3204951286315918,0.6710332830746969,0.9743910999980737,0.9534634309096126,0.9337479939852629,0.9538675082976497,0.9383286349228868,0.9218176841940635,0.9521149833526062,0.42850220533586014,[[0.07678446]],[[0.05627766]],[[0.05394917]],0.062337099530940576,0.16016686929120516,0.14546215610355862,0.1149033003659913,0.1401774419202517
train,2180,12.901203916921661,2.675024167286621,0.2723149042447059,0.007422562231596616,0.6584122776985168,3.5883519649505615,1.0,0.9852268569337724,0.014864617636297109,0.9389328352742987,0.9387527194061092,0.9994060211182337,0.014773143455386162,0.2191644310951233,0.016616428270936012
test,2180,11.780227387607784,1.8171898489659548,0.2769669162435551,0.0075493634019525475,0.681532621383667,3.71435809135437,1.0,0.99304920431681,0.00695079568319005,0.966113239676458,0.965666905766355,1.0,0.006950795650482178,0.136611670255661,0.01014893688261509,0.8876508474349976,0.8038375973701477,0.3221568465232849,0.6712150971094767,0.974359526729084,0.9536339069182048,0.933453969330277,0.9538158009925221,0.935545514330284,0.9189762909979003,0.9502678291430229,0.400950390694519,[[0.07068723]],[[0.05329995]],[[0.05304227]],0.059009817732336045,0.173404417852126,0.15146613467277736,0.12208456332308157,0.148985038615995
train,2200,12.937485009900737,2.66057709778703,0.2721965509240897,0.007487378575406667,0.7057360410690308,3.8815534114837646,1.0,0.9849066959385291,0.01632821075740944,0.9389159193441061,0.9386337215511218,0.9994608499380891,0.015230515971779823,0.22170385718345642,0.016895851120352745
test,2200,11.936409336569454,1.9241152481294015,0.2767811676298916,0.007613488773287336,0.7000393271446228,3.8502209186553955,1.0,0.9828059264678983,0.0171940735321017,0.9640331552234083,0.9629314432300342,1.0,0.017194073647260666,0.1266731172800064,0.010112203657627106,0.8866655230522156,0.8042774796485901,0.31781136989593506,0.6695847908655802,0.9744872525463006,0.9546116180521403,0.9341422736279742,0.9544137147421384,0.9373415435767222,0.9221190780194534,0.9528033781273385,0.4135125076744887,[[0.07717115]],[[0.05693575]],[[0.05535429]],0.06315372828064497,0.16832434003759156,0.14536297881373617,0.12099301537494081,0.1448934447420895
train,2220,12.980381891660276,2.6693355394203584,0.2709850921240038,0.007521794173731703,0.6549469828605652,3.634960174560547,1.0,0.9831686791072082,0.017014270032930844,0.939138928315248,0.9388015390389245,0.999424297391519,0.01678558439016342,0.21966050565242767,0.016946258023381233
test,2220,12.05321614380748,1.9563649318674834,0.2761764875251152,0.007665892903944316,0.707472026348114,3.9264752864837646,1.0,0.969270166453265,0.030729833546734954,0.9638432394898095,0.9618980462718685,0.9999816250780934,0.030729833990335464,0.14131608605384827,0.01136088278144598,0.8844156861305237,0.8009192943572998,0.32004523277282715,0.6684600710868835,0.9742303509916589,0.9538345966561781,0.932614570948246,0.9535598395320277,0.937213931701083,0.921480783477604,0.9518461999323248,0.4182073809774827,[[0.07739187]],[[0.05734621]],[[0.05446945]],0.06306917658552785,0.17422116725590364,0.1448762568276657,0.12385694860656146,0.14765145756337694
train,2240,13.09316223687494,2.704764060820584,0.2706090136408326,0.007579000766841528,0.6592597365379333,3.691859006881714,1.0,0.9836260519575558,0.016968532747896083,0.9379830291191014,0.9376847899382736,0.9994060211182337,0.016511159017682076,0.22582699358463287,0.01714138127863407
test,2240,12.037194563393099,1.8928359976978348,0.27282258224417527,0.007640996625429067,0.7246522307395935,4.0580573081970215,1.0,0.9948783610755442,0.005121638924455826,0.9646223259999757,0.9643174109151034,0.9999816250780934,0.005121638998389244,0.14531351625919342,0.010516122914850712,0.882756233215332,0.8015439510345459,0.3167821764945984,0.6670274535814921,0.9739992342310727,0.9533916408432306,0.9327648315072488,0.953385235527184,0.9364545102005035,0.9212965332644107,0.9512255888454766,0.40611989767708895,[[0.07030309]],[[0.0550369]],[[0.05322728]],0.0595224215159362,0.17207995346528626,0.15227025374658354,0.12178560104141406,0.14871193608442795
train,2260,13.101277430939492,2.675094911566245,0.2702202383432901,0.00763566056340806,0.6381412744522095,3.6055028438568115,1.0,0.9807903402854007,0.019438346139773143,0.9392478008460867,0.9389449467103196,0.9992689490685954,0.019346872344613075,0.22297516465187073,0.016998015344142914
test,2260,12.017190246449456,1.8323810382715326,0.2736264332264896,0.007731910008306732,0.6744112372398376,3.8104283809661865,1.0,0.9789646972745565,0.021035302725443572,0.9666780296574058,0.965326492650724,1.0,0.02103530243039131,0.12152020633220673,0.009848091751337051,0.8856446743011475,0.8051530122756958,0.3246714472770691,0.6718230446179708,0.9745250851368628,0.9545285749613661,0.9337595272193802,0.954271062439203,0.9366026655454579,0.9203854937568197,0.9516852740252306,0.4257431903371093,[[0.06425364]],[[0.04612629]],[[0.05456403]],0.054981319097374796,0.17471628026548602,0.146109059381909,0.12024649930235848,0.1470239463165845
train,2280,13.139520525801457,2.638755075320018,0.26973248330656097,0.00768930436149263,0.6754700541496277,3.8501839637756348,1.0,0.9828027808269301,0.01742590559824369,0.9393575008087701,0.9391463276956828,0.9993009325468444,0.017197219654917717,0.21851211786270142,0.016670942306518555
test,2280,12.03318593199824,1.813474284985481,0.2710259107691247,0.007726176292182054,0.675023078918457,3.8476364612579346,1.0,0.9928662886409365,0.007133711359063472,0.9657600895224657,0.9653021774281789,1.0,0.007133711129426956,0.13093267381191254,0.009743383154273033,0.8882633447647095,0.8056859970092773,0.3259139060974121,0.6732877492904663,0.9747031808318436,0.954272955385043,0.9330353298926019,0.9540038220364963,0.9399087201081665,0.9244548889018178,0.954230318577329,0.4253359836797473,[[0.07167238]],[[0.05344164]],[[0.05545143]],0.060188481628377276,0.174107326879143,0.14517990941863568,0.1290259230339921,0.14943771977725692
train,2300,13.108873314269506,2.587913917963033,0.2690075317058989,0.007735883215207998,0.646940290927887,3.7199113368988037,1.0,0.9847694840834248,0.015596414196853274,0.9408432477307273,0.9405834556366843,0.9994288664598402,0.015413464978337288,0.22053946554660797,0.01641986332833767
test,2300,12.077793425564707,1.7645932859229239,0.2757858156351104,0.007930807173445823,0.7122904062271118,4.095674991607666,1.0,0.9925004572891897,0.0074995427108103165,0.968666374738481,0.9681835312997702,1.0,0.0074995425529778,0.11903329193592072,0.009493107907474041,0.8850698471069336,0.8044185042381287,0.32396382093429565,0.6711507240931193,0.9747585896684833,0.9548279497585007,0.9331753423186362,0.9542539605818735,0.9359712444686915,0.9210859085553842,0.9487298748310234,0.4156425839665732,[[0.07162471]],[[0.0540967]],[[0.05199922]],0.059240209341308886,0.16245272407098688,0.14740556750896783,0.12336755075948033,0.144408614113145
train,2320,13.19711513847298,2.6238397848811115,0.26782747401974816,0.007768898321638236,0.6584581732749939,3.819061756134033,1.0,0.985318331503842,0.014818880351262349,0.9396957165311074,0.9394697577630844,0.999442573664804,0.014727406203746796,0.21642841398715973,0.016602884978055954
test,2320,12.168484037311025,1.8146943182532695,0.27274739077218996,0.007911610838867992,0.6568958759307861,3.8100011348724365,1.0,0.983537589171392,0.016462410828608012,0.9672967150663924,0.9662383134961643,1.0,0.016462411731481552,0.13311083614826202,0.009970998391509056,0.8844072818756104,0.8030976057052612,0.3236451745033264,0.670383354028066,0.9749247803028767,0.9541563736716342,0.9337472160059387,0.9542761233268165,0.9409478849515559,0.9252470702315878,0.9528779343073348,0.4352518303425926,[[0.0767256]],[[0.05586707]],[[0.05308523]],0.061892636020341375,0.16391625380319608,0.1500406432141167,0.1267399487709184,0.14689894859607708
train,2340,13.20528083330888,2.5760457876005147,0.2678479691193822,0.00783644812112345,0.6426345705986023,3.7594165802001953,1.0,0.9836260519575558,0.016602634467618,0.9416736360806051,0.9413584673076277,0.999424297391519,0.01646542176604271,0.21323534846305847,0.016299208626151085
test,2340,12.208085592865443,1.8011598532959119,0.27215497742759825,0.00796245858622255,0.6726559996604919,3.9350426197052,1.0,0.9756722151088348,0.024327784891165175,0.968375547978568,0.9668097212259735,1.0,0.024327784776687622,0.1394071727991104,0.00992110650986433,0.8855831623077393,0.8053524494171143,0.3207722306251526,0.6705692807833353,0.9748361033445824,0.9557044618703516,0.9337428233689378,0.9547611295279573,0.9402303577567664,0.925038478722283,0.9521356507143732,0.41775098642586234,[[0.07666771]],[[0.05417121]],[[0.05417894]],0.0616726186123828,0.1696917796674401,0.15352467181145713,0.12090024931800047,0.14803890026563257
train,2360,13.235455317240778,2.566864516156696,0.266654640250794,0.007868191802612192,0.6680152416229248,3.9412949085235596,1.0,0.9839919502378339,0.01619099890230516,0.9414680450381983,0.9411784449116212,0.9994197283231976,0.01609952375292778,0.21544286608695984,0.016681866720318794
test,2360,12.2491681554406,1.7704125476402448,0.2723698117995973,0.008036829655261308,0.6750680804252625,3.9829063415527344,1.0,0.9879275653923542,0.012072434607645875,0.9683039896820665,0.9675270202910532,1.0,0.012072434648871422,0.12453960627317429,0.009534068405628204,0.8855677247047424,0.7966099977493286,0.3283941149711609,0.6701906124750773,0.9752220196251945,0.9553203268556393,0.9334761498697763,0.95467283211687,0.9393332125942406,0.9227436078531741,0.9522013069644734,0.40876890046110986,[[0.07029798]],[[0.05038959]],[[0.05500987]],0.058565813410228894,0.18119693632622746,0.1411229659470512,0.1319675667548332,0.15142915634270396
train,2380,13.296620454449728,2.569032897279239,0.2661344812241745,0.007919370411149792,0.6632677316665649,3.9464478492736816,1.0,0.9849524332235639,0.015276253201609953,0.9413120248083973,0.9410197811049713,0.9994654190064104,0.015184778720140457,0.2180808186531067,0.016256017610430717
test,2380,12.306735183020843,1.775421896167488,0.26882780224046693,0.00799951563196463,0.7058283686637878,4.199683666229248,1.0,0.9813426010609109,0.01865739893908908,0.9686674538350112,0.9674662322346905,1.0,0.018657399341464043,0.1201465055346489,0.01022277120500803,0.879500687122345,0.7919175624847412,0.31628668308258057,0.6625683108965555,0.9750194747917201,0.9548628644161175,0.9336377185570898,0.9545066859216425,0.9416714539336639,0.9260263062241928,0.9536802368565733,0.41098593010101775,[[0.08129261]],[[0.0577746]],[[0.05284442]],0.06397054350004445,0.18861610052304423,0.14649889776051528,0.11771406398180789,0.15094302075512248
train,2400,13.343111642236636,2.5567521850049952,0.2658825883750204,0.007978338829369238,0.6430262923240662,3.8581626415252686,1.0,0.9836717892425906,0.01646542261251372,0.9416613514082637,0.941486618843768,0.9993237778884507,0.01632821001112461,0.2119922786951065,0.016414668411016464
test,2400,12.346569890402039,1.7631513512895556,0.2695841128982703,0.008089410475738398,0.7162657976150513,4.297599792480469,1.0,0.9818913480885312,0.018291567587342236,0.9683281601850161,0.9671866071754222,0.9999816250780934,0.018108651041984558,0.12091420590877533,0.01014402974396944,0.8838714361190796,0.7979500889778137,0.3191235065460205,0.6669816772143046,0.9753130917376173,0.9553187989237906,0.9334166361133952,0.9546828422582676,0.9415097994251945,0.9256426247534283,0.9530809806516816,0.4259786674942049,[[0.07605521]],[[0.05687414]],[[0.05467421]],0.0625345187931061,0.16747126493751585,0.14496489806784918,0.12101665312664955,0.14448427204400485
train,2420,13.402545898247672,2.5762468429437018,0.2658219384571331,0.008042967746349015,0.6604298949241638,3.995605230331421,1.0,0.9837175265276253,0.016831320892791803,0.9414425551007701,0.9411631887763664,0.9993968829815912,0.016419684514403343,0.22001540660858154,0.016446949914097786
test,2420,12.437195936984153,1.8009530348818765,0.26807298201495905,0.008111077515002067,0.7105244398117065,4.298677444458008,1.0,0.9950612767514176,0.004938723248582404,0.9664955976066547,0.9662018406623467,0.9999816250780934,0.004938723053783178,0.13260655105113983,0.009975841268897057,0.8814648985862732,0.7954171895980835,0.3191053867340088,0.6653291583061218,0.9749765086433838,0.9550006630250103,0.9337598410694494,0.9545790042459479,0.9426118905169512,0.9271807067191693,0.9540342782554239,0.4208887701185115,[[0.07471633]],[[0.05390009]],[[0.05368822]],0.06076821532497737,0.1584390708198612,0.14479104102530616,0.12061125078850621,0.1412804542112245
train,2440,13.379925211052559,2.4999096951029305,0.2642864711634458,0.008062574161459682,0.6520819067955017,3.9777047634124756,1.0,0.9855470179290158,0.014681668496158068,0.9430242211153433,0.9427803391133744,0.9994699880747316,0.014452981762588024,0.21430131793022156,0.016054939478635788
test,2440,12.546850485668248,1.841121871052308,0.26894998698690725,0.008204843805510231,0.6832202076911926,4.167647838592529,1.0,0.9871959026888605,0.012804097311139564,0.9666370593889545,0.9658614275467157,0.9999632501561868,0.01280409749597311,0.12805432081222534,0.009490801021456718,0.8876327872276306,0.8093298077583313,0.3307373523712158,0.6758999824523926,0.9751194154229452,0.9562270519065326,0.9329761721661531,0.9547742131652104,0.9430799753778218,0.928292108005471,0.9546810688756223,0.4360170699159614,[[0.07950972]],[[0.0567886]],[[0.05369671]],0.06333167926718804,0.1724286748757935,0.14765991111557009,0.132249497005226,0.15077936099886322
train,2460,13.473073233539179,2.544677600379048,0.26392257933297353,0.008117446978350817,0.6609776616096497,4.065017223358154,1.0,0.982070984266374,0.018249176728869373,0.9417740911643351,0.9416086679258063,0.9992369655903465,0.017929015681147575,0.2172744870185852,0.016448527574539185
test,2460,12.576432290364167,1.791081192856714,0.270192728414164,0.00831029748337981,0.6966461539268494,4.2843780517578125,1.0,0.9908542162063289,0.009145783793671118,0.9669963383331509,0.9664085200539798,1.0,0.009145784191787243,0.12374464422464371,0.009434593841433525,0.8846354484558105,0.8021281957626343,0.32815366983413696,0.671639104684194,0.9750309884137559,0.9548222093608428,0.9338418966801875,0.9545650314849287,0.9393711319992033,0.9243140485701373,0.9529311651439772,0.41673573215965565,[[0.07324356]],[[0.05448952]],[[0.05588537]],0.061206149612595184,0.1532928515824905,0.14646144901805758,0.12492326279940527,0.14155918779998444
train,2480,13.455912817191868,2.506778201994074,0.262805344113665,0.008148779024398001,0.6676532030105591,4.139454364776611,1.0,0.985318331503842,0.014773143066227588,0.9430819375946091,0.9428749271519542,0.9994288664598402,0.014727406203746796,0.21151399612426758,0.015943272039294243
test,2480,12.530974357769654,1.7386376028722048,0.2663894857068548,0.008259912144363876,0.6723372340202332,4.168495178222656,1.0,0.9915858789098225,0.008414121090177428,0.9683854565801798,0.9678674334066842,0.9999816250780934,0.008414121344685555,0.12839582562446594,0.00920141115784645,0.8856798410415649,0.8002064824104309,0.32654398679733276,0.6708101034164429,0.9753599395881756,0.9559681508267021,0.9337163144666569,0.9550148016271782,0.9439508121941824,0.9294921387689684,0.9555472010586618,0.4005759161526884,[[0.07901192]],[[0.05906703]],[[0.05571132]],0.06459675391501847,0.16786166413745118,0.14751446626593112,0.12927449334733962,0.148216874583574
train,2500,13.522175719438783,2.495255155873918,0.2625844496926937,0.008207569320988317,0.6640199422836304,4.1501288414001465,1.0,0.9828485181119648,0.018477863154043175,0.9435261581853646,0.9432288694898654,0.9993648995033423,0.017242956906557083,0.2098454087972641,0.016063109040260315
test,2500,12.55469264917843,1.6958400572111647,0.26683864171356264,0.008340542069210614,0.6940178275108337,4.337615489959717,1.0,0.9961587708066582,0.0038412291933418692,0.9700245640489336,0.9698004935990177,0.9999816250780934,0.003841229248791933,0.11809877306222916,0.009113449603319168,0.8904038071632385,0.8047564029693604,0.3234485983848572,0.672869602839152,0.9754845856585316,0.9552577296123638,0.9343581580427491,0.955033491104548,0.9432431106426686,0.927164662972297,0.9551309455435584,0.4128109703460482,[[0.07792741]],[[0.05649512]],[[0.05420532]],0.06287595121430248,0.1738558555546792,0.13780955265864536,0.12460772758322275,0.1454243785988491
train,2520,13.508237831068266,2.461491863587118,0.26203036526380946,0.008255751413812054,0.648546040058136,4.08584451675415,1.0,0.9838090010976949,0.01632821075740944,0.9442881209028651,0.9440954179723375,0.9993283469567721,0.016373947262763977,0.20849774777889252,0.015754036605358124
test,2520,12.555968446663535,1.6564177266636038,0.26653707478803934,0.008397743634785538,0.6912855505943298,4.355103969573975,1.0,0.9956100237790378,0.004389976220962136,0.9701078694864342,0.9698248088215627,1.0,0.004389976151287556,0.12515181303024292,0.00879796501249075,0.8843951225280762,0.8055956363677979,0.32475829124450684,0.6715830167134603,0.9753384866888742,0.9559761551704047,0.9335295876291028,0.9549480764961272,0.9447212555375409,0.9303128020035529,0.9554256237888372,0.43468518939632755,[[0.07978307]],[[0.05895097]],[[0.05363396]],0.06412266407986666,0.16201325584484205,0.15343169807494184,0.12341437195219393,0.14628644195732596
train,2540,13.551860117711648,2.447288744884928,0.26172388930308527,0.008311519750917453,0.6515678763389587,4.137460231781006,1.0,0.9842206366630076,0.015916575192096598,0.9447871486434103,0.9444676676725545,0.9994517118014465,0.015916574746370316,0.20702655613422394,0.015666084364056587
test,2540,12.737768275789659,1.7517693999133295,0.26454044814429906,0.008400964717140082,0.7026071548461914,4.4615607261657715,1.0,0.9844521675507591,0.0155478324492409,0.9687834680167462,0.9677823301277765,1.0,0.01554783247411251,0.12014321982860565,0.009166005998849869,0.884701669216156,0.8030177354812622,0.32597607374191284,0.6712318261464437,0.9756586182148091,0.9553358872530001,0.9335399002487731,0.9548448019055275,0.9422687847842185,0.9298764078966688,0.9551034827102469,0.4106454478387326,[[0.07471458]],[[0.05876558]],[[0.05584763]],0.06310926279746144,0.15321352094058904,0.14831598525786116,0.12399121613702765,0.14184024077849264
train,2560,13.62615910057964,2.4705328552268426,0.2614497789479942,0.008368170784832664,0.6525344848632812,4.176225185394287,1.0,0.9859129162092938,0.014132821075740943,0.9440809350871303,0.9438879345328723,0.9994380045964827,0.014224295504391193,0.2102605551481247,0.016004499047994614
test,2560,12.67928424700536,1.6679833640514965,0.2625171779299733,0.008402334810569071,0.708043098449707,4.53148078918457,1.0,0.9855496616059997,0.014450338394000365,0.9712811526479751,0.9703719013288269,0.9999816250780934,0.014450338669121265,0.12011341750621796,0.008866504766047001,0.8827067017555237,0.7993607521057129,0.327354371547699,0.6698072751363119,0.9757824205275438,0.9562600151882945,0.9338537466614591,0.9552987274590992,0.9451084772399428,0.9318679389900884,0.956740551034244,0.4188429529581516,[[0.07779704]],[[0.0605069]],[[0.05630151]],0.06486848288291337,0.1602781996834609,0.15144342217460793,0.1332141452061824,0.1483119223547504
train,2580,13.640701707797394,2.4394761053058107,0.2599849128653355,0.008386274837691735,0.6329658031463623,4.0826334953308105,1.0,0.985318331503842,0.014910354921331869,0.9449570124491459,0.944730073198937,0.9994471427331253,0.01468166895210743,0.20445388555526733,0.016163326799869537
test,2580,12.807035701550054,1.6957651001892033,0.2678206942516248,0.008639031874818457,0.7027851939201355,4.532969951629639,1.0,0.982257179440278,0.01774282055972197,0.9699717610399727,0.9688278846972147,1.0,0.017742820084095,0.12367532402276993,0.009676518850028515,0.8906137347221375,0.8062810301780701,0.3248082399368286,0.6739010016123453,0.9757049768459851,0.9576981545104901,0.9336014490643112,0.9556681934735956,0.9421978461579067,0.929549822597705,0.9551627474661274,0.43112475557050384,[[0.0794041]],[[0.05948113]],[[0.05482655]],0.0645705942049654,0.182604004170154,0.13392262417881395,0.12356001043772696,0.14669554626223164
train,2600,13.690981037573984,2.428503991918079,0.2597332251974832,0.00844308301818829,0.6523109674453735,4.240025520324707,1.0,0.9851811196487377,0.015184778631540432,0.9448267863846255,0.9446263314792044,0.9994105901865551,0.014818880707025528,0.2041792869567871,0.015880614519119263
test,2600,12.766019325751763,1.6222942904229354,0.26491643062387105,0.008611572181182522,0.6841096878051758,4.446717262268066,1.0,0.9923175416133163,0.0076824583866837385,0.9705642659919964,0.9700922762695585,0.9999816250780934,0.007682458497583866,0.11554216593503952,0.008893074467778206,0.880933403968811,0.7963483333587646,0.3232536315917969,0.6668451229731241,0.9760183570941613,0.9569974424739002,0.9340364818497139,0.9556840938059251,0.9446498350233705,0.9300721026186576,0.955022007022798,0.4257603538332022,[[0.07728583]],[[0.05839482]],[[0.05387219]],0.06318428326723945,0.1676477919501146,0.14438812535274026,0.12643527290745213,0.14615706340343568
train,2620,13.780382559755719,2.454209780980936,0.25950102696172755,0.008500403777402896,0.646935760974884,4.237433910369873,1.0,0.9850439077936334,0.015047566776436152,0.9450239888662362,0.9447849952858542,0.9994380045964827,0.015001829713582993,0.20885460078716278,0.015764981508255005
test,2620,12.842112112071455,1.6534799618020624,0.263537501643383,0.008632625468519348,0.6906384229660034,4.523686408996582,1.0,0.9908542162063289,0.009145783793671118,0.9708404802744426,0.9702503252161016,1.0,0.009145784191787243,0.11887726187705994,0.009000022895634174,0.8811762928962708,0.7957311272621155,0.32566970586776733,0.6675257086753845,0.975821897013318,0.9558657149749807,0.9334840463760956,0.955057219454798,0.9463068195157921,0.932014140304535,0.956625960318599,0.43688398635292053,[[0.07933842]],[[0.05796842]],[[0.05366287]],0.06365657079050753,0.18924794436693126,0.13888063952698615,0.12557495294816462,0.151234512280694
train,2640,13.81224854752296,2.441393699045806,0.25940742101854253,0.00856218292333273,0.649701714515686,4.288035869598389,1.0,0.9823454079765825,0.01783754116355653,0.9446453696158412,0.9444096943585863,0.9992872253418805,0.017837541177868843,0.20849785208702087,0.015968725085258484
test,2640,12.907606042541314,1.6379824356294015,0.26418805859392863,0.008719975993592225,0.7082851529121399,4.674686908721924,1.0,0.9956100237790378,0.004389976220962136,0.9704390967569342,0.9702503252161016,0.9999265003123736,0.004389976151287556,0.12197256088256836,0.008663037791848183,0.882858395576477,0.7994327545166016,0.328843891620636,0.6703783472379049,0.9758009670700049,0.9570923593473712,0.9328228045831546,0.9552387103335103,0.9438613413170129,0.9293427838159342,0.9550532497606683,0.41926475927966766,[[0.07678132]],[[0.05856144]],[[0.05427483]],0.06320586053296513,0.18134276516407444,0.14633249462077713,0.12842004901159793,0.1520317695988165
train,2660,13.803582146453019,2.3947356022019286,0.2581385760092709,0.008584830727303122,0.6293883919715881,4.185437202453613,1.0,0.9849981705085986,0.015504939626783754,0.9461960602379484,0.9459292054299636,0.9994562808697679,0.015093304216861725,0.20056232810020447,0.015558082610368729
test,2660,12.93624708302304,1.6161590347303993,0.2636363767544007,0.00876766929989866,0.6905348896980286,4.592061519622803,1.0,0.9948783610755442,0.005121638924455826,0.9709942231681362,0.9706636839993678,1.0,0.005121638998389244,0.11400366574525833,0.008701812475919724,0.8873056173324585,0.7990240454673767,0.328399121761322,0.6715762615203857,0.9759762575503708,0.9567442163876413,0.9335738982755977,0.9554314574045367,0.9439693285339251,0.9306334045881031,0.9553681869772268,0.4286742105002887,[[0.07771754]],[[0.06042253]],[[0.05643427]],0.06485811262937453,0.17321660246496595,0.14030755777149184,0.13591960506239367,0.14981458843295048
train,2680,13.869798686100458,2.4093221531130653,0.25798987365231335,0.008644376400012288,0.6472724080085754,4.336729526519775,1.0,0.9822996706915478,0.017929015733626052,0.9459662380549799,0.9457156195363966,0.9992917944102018,0.01788327842950821,0.20470699667930603,0.015913596376776695
test,2680,13.002800079200567,1.6265200288199366,0.2642218277706009,0.008853188305469805,0.695294201374054,4.658475399017334,1.0,0.991768794585696,0.008231205414304006,0.9712078822527673,0.9707001568331854,0.9999816250780934,0.008231205865740776,0.11914322525262833,0.009213225916028023,0.8846114277839661,0.7990186810493469,0.33018016815185547,0.6712700923283895,0.9761975521255546,0.9574859689918453,0.9336508352179119,0.9557781187784373,0.9448697825557096,0.9311801677109754,0.9550241042194711,0.4205005162559799,[[0.07589357]],[[0.05811984]],[[0.05375722]],0.06259021184990976,0.17929703535549513,0.1416808964720946,0.1305491648925024,0.1505090322400307
train,2700,13.877937428906773,2.3749489056684574,0.25757966388767994,0.008695020121482456,0.6270853877067566,4.232831001281738,1.0,0.9853640687888767,0.014727405781192828,0.946274925144446,0.945974973835728,0.9994974024846593,0.014727406203746796,0.2026023268699646,0.01584130898118019
test,2700,13.110841648526748,1.6686884222594087,0.26362169990379064,0.008898978865514799,0.6830706000328064,4.6107306480407715,1.0,0.993963782696177,0.006036217303822937,0.969837022622233,0.9694479228721141,1.0,0.006036217324435711,0.1070844978094101,0.008708123117685318,0.8876622915267944,0.8015124201774597,0.3290036916732788,0.6727261344591776,0.976130686935714,0.9569194134367952,0.9336898341647734,0.9555799781790942,0.9458648572589436,0.9340474834151625,0.9563478704664992,0.42903766051641196,[[0.08200492]],[[0.06139607]],[[0.05420507]],0.06586868989191531,0.18664268122934569,0.13572271176058104,0.1298235766179793,0.15072965653596868
train,2720,13.981382648804404,2.3987425976169443,0.25682236692035676,0.008733655502913804,0.6536093950271606,4.444548606872559,1.0,0.9832144163922429,0.017151481888035128,0.9462914586359696,0.9461336376423779,0.9992735181369167,0.016877058893442154,0.20186744630336761,0.015510950237512589
test,2720,13.193746321507033,1.7220657597038196,0.2603929965178143,0.008855080475382703,0.7017226815223694,4.771718502044678,1.0,0.9659776842875435,0.0343881470642034,0.9710107841345275,0.9688035694746696,1.0,0.034022316336631775,0.1265692263841629,0.009503842331469059,0.886086106300354,0.798492431640625,0.3253710865974426,0.6699832081794739,0.976122771343718,0.9570386220345279,0.9334287382576736,0.9555300438786398,0.9468642250488569,0.9327146339214167,0.9572199849643279,0.42548560716640965,[[0.07630531]],[[0.05671205]],[[0.05510059]],0.0627059833678201,0.17735657183738973,0.1406899523650431,0.12856448316154775,0.14887033578799355
train,2740,14.013814270823508,2.3834519398504677,0.25629977817025934,0.008779952573372853,0.6519824266433716,4.466084003448486,1.0,0.9850439077936334,0.015184778631540432,0.9459681332531731,0.9458102075749762,0.999360330435021,0.015139041468501091,0.2084987461566925,0.01565079763531685
test,2740,13.25016492338095,1.7320036719786045,0.2562660690371812,0.008778797813927377,0.718739926815033,4.923372745513916,1.0,0.9701847448326322,0.029815255167367844,0.9705567060543306,0.9686333629168541,1.0,0.029815254732966423,0.12297182530164719,0.010171233676373959,0.8837965726852417,0.7977091670036316,0.32705968618392944,0.6695218086242676,0.9759674305930965,0.9574081327865079,0.9324762863990331,0.9552839499262126,0.9492520939112161,0.9378859010351966,0.9584186601138883,0.43386574438234077,[[0.08311408]],[[0.06011877]],[[0.05371443]],0.06564909420951576,0.19112769910652527,0.13698684382206983,0.13076721563197616,0.15296058618685707
train,2760,14.029006198697417,2.379051951056996,0.25551956510351903,0.008817098649222836,0.6003550887107849,4.142453670501709,1.0,0.9837175265276253,0.0163739480424442,0.9465151695492015,0.9463075575842825,0.9993329160250933,0.01646542176604271,0.20426084101200104,0.015898941084742546
test,2760,13.249040422915801,1.6631246105896744,0.25614178261374,0.00883856922885015,0.7053273916244507,4.866764068603516,1.0,0.9906713005304555,0.00932869946954454,0.9712172453224982,0.9706150535542777,1.0,0.009328699670732021,0.11623559147119522,0.009374924935400486,0.8892192244529724,0.8036121129989624,0.3263920545578003,0.673074464003245,0.9762043963628376,0.9568912330780799,0.9335058669765297,0.955533832139149,0.9487202487454717,0.9352813186135278,0.9578295546467366,0.4225036642360315,[[0.08465948]],[[0.06073674]],[[0.05458412]],0.06666011245514657,0.18440901839578827,0.1455509208764323,0.1251849741725273,0.15171497114824928
train,2780,14.13664391465646,2.4119594614452553,0.2549678503790924,0.008861796465897185,0.6395155191421509,4.444636821746826,1.0,0.9824368825466521,0.018340651298938894,0.9461129933156305,0.9458529247536897,0.9993192088201295,0.01765459217131138,0.20288702845573425,0.015514698810875416
test,2780,13.361131247685643,1.690244617116763,0.2615510219408604,0.009090604632863063,0.6885668635368347,4.785544395446777,1.0,0.99304920431681,0.00695079568319005,0.9706751645036914,0.9702503252161016,0.9999816250780934,0.006950795650482178,0.11351235210895538,0.008461776189506054,0.8856174945831299,0.8053897619247437,0.3277466893196106,0.6729179819424947,0.9763115474998084,0.9579546645818526,0.9345099214083951,0.9562587111633521,0.9451446587708242,0.932332830733356,0.9556604239378086,0.42314400968113536,[[0.0787079]],[[0.06091535]],[[0.05523044]],0.06495123304026258,0.17334441812860846,0.15076770906468606,0.1264039655045978,0.15017203089929743
train,2800,14.138082322819608,2.3716945543509023,0.25450970705201936,0.008909494059916518,0.6646337509155273,4.652440547943115,1.0,0.9843578485181119,0.015870837907061838,0.9463147677882502,0.9460237934685434,0.9994380045964827,0.015779362991452217,0.2075284868478775,0.015961959958076477
test,2800,13.28209888806438,1.5552841362360956,0.2623034767330903,0.009182326658256927,0.650296688079834,4.55208158493042,1.0,0.9899396378269618,0.01006036217303823,0.9735888077858881,0.9729614725298773,0.9999816250780934,0.01006036251783371,0.1007748395204544,0.007858564145863056,0.8860834836959839,0.7985063791275024,0.32637548446655273,0.6703217824300131,0.9762877691777969,0.9582856185810004,0.9335648384284001,0.9560460753957325,0.9461957509328045,0.9339714417903772,0.9561323476519268,0.4260216827269135,[[0.08120105]],[[0.06045855]],[[0.05383971]],0.06516643442857156,0.1726476265788629,0.13824081562489143,0.12351311476231136,0.14480051898868856
train,2820,14.165365203762509,2.3655040474370685,0.2538622996766097,0.0089502898219909,0.6323612332344055,4.458150386810303,1.0,0.9859129162092938,0.014315770215879986,0.9477287154820909,0.9475066898153093,0.9994608499380891,0.014178558252751827,0.20297293365001678,0.015618876554071903
test,2820,13.417775119399815,1.6727652402340178,0.2600660699146941,0.009169012892295669,0.6725869178771973,4.7417426109313965,1.0,0.9915858789098225,0.008414121090177428,0.9697150293727728,0.9693141891481162,0.9998897504685605,0.008414121344685555,0.12011176347732544,0.009216764941811562,0.8868834376335144,0.7990311980247498,0.33072197437286377,0.6722122033437093,0.9768612348037277,0.9584036724327007,0.9334575301177378,0.9562408124513887,0.9493696206919077,0.9369197576171631,0.9572509754912859,0.43070045905607474,[[0.07995422]],[[0.05931188]],[[0.05260384]],0.06395664405409283,0.1621001119281631,0.1381720796594379,0.1339857426932041,0.14475264476026836
train,2840,14.200119169649081,2.336737790824815,0.25385021875509184,0.009013320099716733,0.6201053857803345,4.402751922607422,1.0,0.9804701792901573,0.019804244420051225,0.948175775074318,0.9479247079212906,0.9992049821120975,0.019712770357728004,0.1975131630897522,0.015443142503499985
test,2840,13.471121715980363,1.6450415807165435,0.2589357542516284,0.009193889411547734,0.6691266894340515,4.750804424285889,1.0,0.99304920431681,0.00695079568319005,0.9711008672172422,0.9706758416106404,0.9999816250780934,0.006950795650482178,0.11708999425172806,0.00870470330119133,0.8860707879066467,0.801472544670105,0.3258565068244934,0.671133279800415,0.9766412657030727,0.9581937590157594,0.9335111169222459,0.956115380547026,0.9471495382252741,0.9350949353184402,0.956432180096336,0.441695721161082,[[0.08080094]],[[0.06235969]],[[0.05369271]],0.06561778157874393,0.17295416678058828,0.147881401700662,0.1271382408925,0.14932460312458343
train,2860,14.27839015160905,2.365354440956381,0.25312157668257823,0.009050722672532359,0.6427414417266846,4.595605373382568,1.0,0.9830314672521039,0.018111964873765093,0.9467517206647641,0.9465211434778497,0.999310070683487,0.017242956906557083,0.20278297364711761,0.015664836391806602
test,2860,13.533928706307112,1.6799859102234143,0.2566211156878237,0.009175853676507993,0.6687043309211731,4.781239986419678,1.0,0.9875617340406073,0.01243826595939272,0.9708469709321426,0.9700679610470134,0.9999816250780934,0.012438265606760979,0.12605507671833038,0.008937778882682323,0.8861404061317444,0.8041627407073975,0.3294416666030884,0.67324827114741,0.9766082201541859,0.9576540032018601,0.9338482415345775,0.9560368216302079,0.9485585838086695,0.935486968023927,0.958605076128508,0.43539091289337056,[[0.08145621]],[[0.06176429]],[[0.0566932]],0.06663789637015967,0.16678414173628886,0.15464351797995357,0.13058230335141377,0.15066998768921872
train,2880,14.256817561909257,2.3225861935662646,0.2525061081496517,0.00909183593247962,0.6218072772026062,4.477016925811768,1.0,0.9858214416392242,0.014452982070984267,0.9485413277747428,0.94833662357317,0.999442573664804,0.01427003275603056,0.19976770877838135,0.01525464653968811
test,2880,13.605569134034162,1.6317213695882682,0.2572825006010852,0.009263816629642915,0.6944151520729065,4.999793529510498,1.0,0.989573806475215,0.010609109200658497,0.9704383158355738,0.9698369664328352,0.9999448752342802,0.010426193475723267,0.11808175593614578,0.009089578874409199,0.8894948363304138,0.8085975646972656,0.3361974358558655,0.678096612294515,0.9760516274074248,0.9566277968221311,0.9328492032131264,0.9551762091475607,0.9477716798421301,0.9349674330452713,0.9579500897334463,0.4286445156983057,[[0.0827851]],[[0.06151758]],[[0.05501789]],0.06644018763499214,0.19150222346845547,0.14000158523814044,0.1344575830234083,0.1553204639100014
train,2900,14.388931875302161,2.375078856617899,0.25210316138436756,0.009140346757837151,0.6454833149909973,4.679758071899414,1.0,0.98472374679839,0.015504939626783754,0.9467735732729414,0.9465028361155439,0.9994471427331253,0.015321990475058556,0.19655323028564453,0.015707528218626976
test,2900,13.620135082107414,1.6421344506581392,0.25561422679811113,0.009267645262127366,0.6720876097679138,4.8726396560668945,1.0,0.9910371318822023,0.009145783793671118,0.971229760471029,0.9706515263880953,1.0,0.00896286778151989,0.11723101884126663,0.009109812788665295,0.8829735517501831,0.7972383499145508,0.33207011222839355,0.6707606712977091,0.9764649667434039,0.9575844871558428,0.9334710685124781,0.9558401741372414,0.9497468268460564,0.9382069381986479,0.9582949122047347,0.4178050520364836,[[0.08060971]],[[0.06301666]],[[0.05445181]],0.06602605854486593,0.19357243058703621,0.1429284474607836,0.1339623077849097,0.15682106194424317
train,2920,14.336029347944207,2.2857470437366363,0.2516469637901845,0.009186712136561803,0.6479710936546326,4.730193614959717,1.0,0.9844493230881814,0.015916575192096598,0.9489988677943964,0.9488553321718329,0.9993374850934146,0.015550676733255386,0.19773975014686584,0.015213322825729847
test,2920,13.593331543863288,1.568485090452159,0.25621517524000537,0.009353480862622972,0.6701417565345764,4.8920392990112305,1.0,0.9901225535028352,0.009877446497164807,0.9732004914662482,0.9726089018029738,0.9999632501561868,0.009877446107566357,0.11409511417150497,0.008595304563641548,0.8864696621894836,0.7975841760635376,0.33211153745651245,0.6720551252365112,0.9768110980388912,0.9579942890351579,0.9328984387547323,0.9559012752762605,0.9506595406477042,0.9380133801470666,0.9587874625245296,0.4375467799852658,[[0.08402778]],[[0.06081964]],[[0.05576687]],0.06687143067128166,0.18451754047751956,0.13288630348821173,0.13620121972634927,0.1512016878973602
train,2940,14.423894350056765,2.3166581065585836,0.2512143491346497,0.009233716261456654,0.6240180134773254,4.586536407470703,1.0,0.9821624588364435,0.018066227588730333,0.9490623168587615,0.9487271806356926,0.999360330435021,0.01797475293278694,0.19704404473304749,0.015299116261303425
test,2940,13.783063772720329,1.660562339770155,0.2564034106985664,0.009424447094744985,0.6799360513687134,4.997534275054932,1.0,0.9908542162063289,0.009145783793671118,0.9701835699427028,0.9695938142073846,1.0,0.009145784191787243,0.11661405861377716,0.008768267929553986,0.885447084903717,0.7938812971115112,0.3254914879798889,0.6682732899983724,0.9760317126720351,0.9566118092881527,0.9341877106129278,0.9556104108577053,0.9494889840440152,0.9358369064667945,0.9595366554093706,0.44856427504104107,[[0.08157043]],[[0.05965675]],[[0.05623888]],0.06582201877867226,0.1751361830492637,0.1383422482122899,0.12949013193081982,0.14765618773079114
train,2960,14.458986141024777,2.2947002233623195,0.2506242295651483,0.009274675426556748,0.6494037508964539,4.8055925369262695,1.0,0.9837632638126601,0.0163739480424442,0.9488599775993457,0.9486722585487753,0.9993283469567721,0.01632821001112461,0.1940973401069641,0.015212983824312687
test,2960,13.834681916502902,1.6826540184823429,0.2554108762906809,0.009451811511275825,0.6996046900749207,5.177079200744629,1.0,0.9811596853850375,0.0188403146149625,0.9705667543090856,0.9693749772044788,0.9999816250780934,0.01884031482040882,0.10865941643714905,0.009478380903601646,0.8859504461288452,0.7955743670463562,0.3271637558937073,0.6695628563563029,0.9766910866469303,0.9586635824558555,0.9340443864102406,0.9564663518376756,0.9482931539736591,0.9361405086123098,0.9589984579124349,0.4399918107933153,[[0.08089027]],[[0.06076952]],[[0.05661338]],0.06609105682813972,0.17091958149076558,0.1386928226832712,0.12846573904244027,0.1460260477388257
train,2980,14.473108868785625,2.2567152741449985,0.25044516002656425,0.009330653754368687,0.6484925746917725,4.831273555755615,1.0,0.9848609586534943,0.015367727771679473,0.9496235346540395,0.9493923481328016,0.9994105901865551,0.015321990475058556,0.1981009989976883,0.015019296668469906
test,2980,13.880927137860176,1.6835326813508895,0.2503770333180725,0.009328115606982273,0.6829259991645813,5.087802886962891,1.0,0.9826230107920249,0.01774282055972197,0.9703490919713715,0.9692290858692084,1.0,0.017376989126205444,0.11327967792749405,0.009706946089863777,0.885411262512207,0.7892888784408569,0.32826560735702515,0.6676552494366964,0.9761908756286953,0.9574990366183878,0.9326655434515875,0.9554518185662234,0.9528206282825384,0.9403190622629625,0.9595397460468728,0.4450860639148839,[[0.08388976]],[[0.06003113]],[[0.05294761]],0.06562282989183818,0.18778401749035845,0.12927088785804497,0.12528329932223106,0.1474460682235448
train,3000,14.548873999072569,2.2785085209812648,0.25015403078974624,0.009382339617307922,0.6332236528396606,4.749181270599365,1.0,0.9827113062568605,0.01788327844859129,0.9489266509189236,0.9487546416791512,0.9992598109319528,0.017425905913114548,0.20059287548065186,0.015393302775919437
test,3000,13.860623876202885,1.5978599870708627,0.2516721157131889,0.009439277289967794,0.670097291469574,5.0257344245910645,1.0,0.9789646972745565,0.021035302725443572,0.9726314251625313,0.9712715645629947,1.0,0.02103530243039131,0.11214689165353775,0.009152044542133808,0.8853352665901184,0.7961689233779907,0.3329240679740906,0.6714760859807333,0.9762075583326819,0.9567402653925188,0.9338545161741113,0.9556007799664373,0.9510221154071745,0.9386060486711174,0.9592500292529055,0.43036389887400056,[[0.07972992]],[[0.062463]],[[0.05438055]],0.06552448713967012,0.15527429377226964,0.15097024799943204,0.13928951453558688,0.14851135210242952
train,3020,14.575143943895492,2.2675767599162366,0.24938115783981732,0.009415691106160657,0.6369218826293945,4.808764934539795,1.0,0.9836260519575558,0.01655689718258324,0.9500572213321126,0.949883595688006,0.9993009325468444,0.01655689626932144,0.1908104121685028,0.0149625139310956
test,3020,13.880491466044246,1.5918684269144698,0.25411563480447674,0.009594447083695655,0.6973575949668884,5.265054225921631,1.0,0.984817998902506,0.015182001097494055,0.9724838748935134,0.9715025591771729,1.0,0.015182001516222954,0.11198152601718903,0.00879171397536993,0.8889623880386353,0.7992904782295227,0.3323408365249634,0.6735312342643738,0.9767396885998461,0.9589899096707489,0.9343369158882032,0.9566888380529327,0.9508007058295795,0.940585472754256,0.9597862957178211,0.43587373996305045,[[0.08286931]],[[0.06330089]],[[0.05696483]],0.06771167438996546,0.17966600056311866,0.1354387285882751,0.13424519381971003,0.1497833076570346
train,3040,14.592950451038192,2.2550604353010373,0.24878009875702675,0.00945518618937931,0.6313657164573669,4.7983832359313965,1.0,0.9832601536772777,0.017060007317965607,0.9502914695559286,0.9500575156299106,0.9993329160250933,0.016877058893442154,0.19217361509799957,0.015254255384206772
test,3040,13.962075056749745,1.6179383541126018,0.2524736445238369,0.009595563828501852,0.6776072382926941,5.149819374084473,1.0,0.970550576184379,0.029449423815621,0.9723846416215953,0.9704813198302797,1.0,0.029449423775076866,0.10770934075117111,0.009420664981007576,0.8889548778533936,0.8025472164154053,0.33761531114578247,0.6763724684715271,0.9769369039479292,0.9587706094724995,0.9336302628983755,0.9564459254396014,0.952140685087394,0.9407876344295671,0.9599916954304965,0.42567520071357423,[[0.08270975]],[[0.06384302]],[[0.05617996]],0.06757757497649526,0.1723669289865667,0.14624063406021293,0.13963610497183956,0.15274788933953973
train,3060,14.621916423732005,2.228357180369629,0.24854264152909303,0.009508290789299254,0.6139578223228455,4.696781158447266,1.0,0.9827113062568605,0.01747164288327845,0.9502409517211491,0.95002395213235,0.9992963634785231,0.017425905913114548,0.19577999413013458,0.015022393316030502
test,3060,14.056770867919363,1.6398344791761936,0.2528818848147479,0.00967429363980284,0.6912373304367065,5.287969589233398,1.0,0.9941466983720505,0.006036217303822937,0.9702262223303333,0.9698491240441078,1.0,0.0058533018454909325,0.11638157069683075,0.009057563729584217,0.8873906135559082,0.8058891892433167,0.3340510129928589,0.6757769385973612,0.9768691666169382,0.9584377763294071,0.9341667352713487,0.9564912260725645,0.951342992271695,0.938140229978312,0.9591144291694434,0.42121811726187186,[[0.08372443]],[[0.0613419]],[[0.05554706]],0.06687112853785224,0.17359138465161628,0.15011229633100476,0.13452110744626447,0.15274159614296182
train,3080,14.713505410991045,2.24795856329272,0.247607600326901,0.0095344153993277,0.6604529619216919,5.08549165725708,1.0,0.9840376875228687,0.01641968532747896,0.9495824736604364,0.9493374260458843,0.9993877448449486,0.01609952375292778,0.1941651850938797,0.015269625000655651
test,3080,14.038019124476417,1.5824378868202111,0.24976682689130164,0.009617558901300498,0.6900226473808289,5.313178539276123,1.0,0.9884763124199744,0.011523687580025609,0.9732577379793654,0.9725359561353385,0.9999816250780934,0.011523687280714512,0.10886501520872116,0.008699155412614346,0.8863444328308105,0.8003708124160767,0.32907307147979736,0.6719294389088949,0.9768301063251453,0.9582953684346538,0.9332301702783834,0.9561185483460609,0.953790034145628,0.9406392304357319,0.9601275522730058,0.4319210526267688,[[0.08745653]],[[0.06144553]],[[0.05334287]],0.06741497434152734,0.1881748447272963,0.1439299459325587,0.13238466087618483,0.15482981717867994
train,3100,14.739716693502706,2.246332332584564,0.2469615339578572,0.00957127208026246,0.6268954873085022,4.858443737030029,1.0,0.9855470179290158,0.014498719356019027,0.9499951170086796,0.949798161330579,0.9994197283231976,0.014590193517506123,0.19344772398471832,0.01505427248775959
test,3100,14.12192046910508,1.5357429667672227,0.2562641194735887,0.009931804247333339,0.6903428435325623,5.350161552429199,1.0,0.988293396744101,0.01170660325589903,0.9737933887314005,0.9730830486426028,0.9999632501561868,0.011706603690981865,0.11090268939733505,0.008401245810091496,0.8839104175567627,0.8025885224342346,0.3308597803115845,0.6724529067675272,0.9766924528146591,0.9572058217972517,0.934427779837656,0.9561086848165222,0.9498320839986293,0.9371799904389535,0.9594630682617569,0.43469474273256,[[0.08539596]],[[0.06194615]],[[0.05691957]],0.06808722544329938,0.18745282600231006,0.14883162167376562,0.13538068358659777,0.15722171042089114
train,3120,14.768774530890221,2.2202353702549353,0.24709173649865718,0.009638084983040274,0.6222905516624451,4.853869915008545,1.0,0.9838547383827296,0.01655689718258324,0.9506868798471497,0.9504358677842294,0.9993694685716635,0.016282472759485245,0.19485628604888916,0.015191758051514626
test,3120,14.211079907456547,1.589012535350598,0.25253463920954705,0.009850391390471516,0.6761724352836609,5.274149417877197,1.0,0.9791476129504298,0.020852387049570147,0.9726074093913976,0.9712594069517221,1.0,0.020852386951446533,0.11328151822090149,0.009407193399965763,0.8878887295722961,0.8012105226516724,0.33539801836013794,0.6748324235280355,0.9770196429892104,0.957211386419128,0.9334523698104236,0.955894466406254,0.9520800056392653,0.9375487399829736,0.9598228670837483,0.4335712620580405,[[0.08614653]],[[0.06020606]],[[0.05485963]],0.06707073938448073,0.19075502238457187,0.14193415239992024,0.1394106459117449,0.15736660689874568
train,3140,14.82005832712597,2.2200612620560625,0.24617590173190215,0.009663899661580183,0.6214418411254883,4.878322124481201,1.0,0.9829857299670691,0.017197219173069888,0.9510997445577369,0.950905756750077,0.9993009325468444,0.01706000789999962,0.18390797078609467,0.014680096879601479
test,3140,14.211123716118175,1.5988021412387678,0.24627062300561178,0.009667618047005024,0.7049630880355835,5.533964157104492,1.0,0.982257179440278,0.01774282055972197,0.9724426700423584,0.9712958797855398,1.0,0.017742820084095,0.11017780005931854,0.009254119358956814,0.884428858757019,0.7976387739181519,0.3363897204399109,0.6728191177050272,0.9769571916239731,0.9580781636875475,0.9342236238480506,0.9564196597198572,0.9539995936346826,0.941431788171799,0.9610678265185674,0.4292680886641347,[[0.08441149]],[[0.06186505]],[[0.05588133]],0.06738595445520217,0.18875060864697923,0.13971410907810733,0.1349828194529953,0.15448251239269395