,epoch,iteration,mode,accuracy,loss,mean_accuracy,mean_recall,mean_precision,mean_f1,kappa
0,1,,train,0.1278805582603051,2.3111374,0.12982507275487498,0.12982507275487498,0.08776486473883402,0.06532128842441629,0.020556414877766046
1,1,,valid,0.1608300907911803,2.1410716,0.16287993942359016,0.16287993942359016,0.1430624001916413,0.11621484161121821,0.05677106082694699
2,2,,train,0.1694255111976631,2.101449,0.1691649729135285,0.1691649729135285,0.18205111378900973,0.16128198953438475,0.06530804443257351
3,2,,valid,0.24773022049286642,1.9305676,0.23279574875932646,0.23279574875932646,0.16803181386513177,0.1351083939525862,0.14621363560860776
4,3,,train,0.2395326192794547,1.8217813,0.2408759154229461,0.2408759154229461,0.23047585317019545,0.20112937274919573,0.14497133512848556
5,4,,train,0.29276209023044464,1.6714653,0.2935239151630744,0.2935239151630744,0.29030074170614006,0.276792025276147,0.20456163561156818
6,4,,valid,0.2619974059662776,1.6954992,0.271239984157805,0.271239984157805,0.30534908472932126,0.18776296190383013,0.17406750559157766
7,5,,train,0.3031483284647842,1.644796,0.30307917347809177,0.30307917347809177,0.3058118381221673,0.2954105694128166,0.21584959179151905
8,6,,train,0.34079844206426485,1.5816314,0.34045405605791124,0.34045405605791124,0.3322519964645758,0.32919634289758926,0.2581638583046262
9,6,,valid,0.36964980544747084,1.5535562,0.37246651562923266,0.37246651562923266,0.30795391169294334,0.3108598943589077,0.2922370203032358
10,7,,train,0.3638429081467056,1.5420307,0.3637700112340295,0.3637700112340295,0.3587845436012931,0.35392927958208464,0.2842112949048137
11,8,,train,0.3894839337877313,1.5124403,0.3900426852524926,0.3900426852524926,0.37497239292815726,0.3761899879703364,0.313278726889773
12,8,,valid,0.43320363164721143,1.484041,0.4281254812125273,0.4281254812125273,0.5263775333849129,0.39364755476488567,0.36127704023309914
13,9,,train,0.41090555014605645,1.4404068,0.4116426710749908,0.4116426710749908,0.40876092660618923,0.40663871607763596,0.33733392805636725
14,10,,train,0.4345991561181435,1.3742778,0.4345159961391754,0.4345159961391754,0.42219080192387143,0.4222242994298594,0.36380537437333
15,10,,valid,0.5149156939040207,1.3395122,0.5103751552611744,0.5103751552611744,0.5257476693771795,0.49462161223056367,0.45357384467575873
16,11,,train,0.4800389483933788,1.3347332,0.4804679170163378,0.4804679170163378,0.4705338312172255,0.4725694249092933,0.4150579589847685
17,12,,train,0.45472249269717624,1.3670162,0.45437447231491046,0.45437447231491046,0.45201066566835874,0.4463668739727532,0.38638245327521603
18,12,,valid,0.5265888456549935,1.2121446,0.5227448302496884,0.5227448302496884,0.5846223883150233,0.49957490211835853,0.46711998818410083
19,13,,train,0.5141187925998053,1.2533633,0.5146804748086196,0.5146804748086196,0.5071330768179266,0.5089487812269591,0.4534154475954524
20,14,,train,0.474845829276209,1.3184345,0.47537996029036234,0.47537996029036234,0.4701887425669663,0.4696503511451762,0.4091745998523012
21,14,,valid,0.5551232166018158,1.1659949,0.5543346318156228,0.5543346318156228,0.5877781800124213,0.533025418756472,0.49973421612674396
22,15,,train,0.5507951963648167,1.1968925,0.5513592616103303,0.5513592616103303,0.5445979906870391,0.5442962470580891,0.4947051989585304
23,16,,train,0.560856864654333,1.1773617,0.5611364082284368,0.5611364082284368,0.5526955106327885,0.555742011888227,0.5059500374158795
24,16,,valid,0.5525291828793775,1.0991178,0.5578390887421815,0.5578390887421815,0.6172356055823862,0.5109293308378141,0.4979066466328912
25,17,,train,0.5462512171372931,1.1503083,0.5466758856849318,0.5466758856849318,0.5388933798333673,0.5409750197176592,0.4895306833534807
26,18,,train,0.5449529373580007,1.1627313,0.5450383885313167,0.5450383885313167,0.5390741367645799,0.5404378670324314,0.4880195691176699
27,18,,valid,0.48508430609597925,1.3290403,0.47903361100991837,0.47903361100991837,0.552856078479137,0.42660587468084443,0.41960385000455086
28,19,,train,0.5410580980201234,1.2041649,0.5413652137007727,0.5413652137007727,0.5342182016872111,0.5362471724203117,0.4836827726202424
29,20,,train,0.569620253164557,1.1056147,0.5697153376255303,0.5697153376255303,0.5627286771171971,0.5648831632063698,0.5157834751486492
30,20,,valid,0.6070038910505836,1.1755219,0.610074156778024,0.610074156778024,0.6522440657449114,0.6094353822645652,0.5583992106069026
31,21,,train,0.5683219733852646,1.1518085,0.5686677242256573,0.5686677242256573,0.5640349405866254,0.5655862587376459,0.5143314262849821
32,22,,train,0.6011035378123986,1.0351722,0.6017043567448428,0.6017043567448428,0.5992183198009635,0.5988319522715173,0.5512682300477523
33,22,,valid,0.5901426718547341,1.0169685,0.5932893110212986,0.5932893110212986,0.61344361255366,0.5458674497258476,0.5395631788124526
34,23,,train,0.6293411230120091,1.0289596,0.6295182000248846,0.6295182000248846,0.6227885868040939,0.6250008695031584,0.5829811362036051
35,24,,train,0.572865952612788,1.1103612,0.5730050153781592,0.5730050153781592,0.5690879876357195,0.5696095369619429,0.5194601298831361
36,24,,valid,0.5460440985732814,1.2016964,0.5424628473385157,0.5424628473385157,0.6248524586016897,0.485109150911678,0.48902690727310594
37,25,,train,0.5916910094125284,1.0821805,0.5919917287941712,0.5919917287941712,0.5933316428754277,0.5921499115465415,0.5406446551129516
38,26,,train,0.6277182732878935,1.0103232,0.6282004328240725,0.6282004328240725,0.6225529309242536,0.6239840228662826,0.5811588338699951
39,26,,valid,0.47600518806744485,1.3290226,0.4734131631673728,0.4734131631673728,0.6349896392104527,0.4810859486907701,0.4110531062635781
40,27,,train,0.6049983771502759,1.0568296,0.6052739585868859,0.6052739585868859,0.5996322055013317,0.5994763277158957,0.5555902563490501
41,28,,train,0.6507627393703344,0.9362534,0.651273563409885,0.651273563409885,0.6494832868341603,0.649568462202831,0.6071110618097213
42,28,,valid,0.6498054474708171,0.89071065,0.6493771893755764,0.6493771893755764,0.7137533304036294,0.6361704859198455,0.606174976588439
43,29,,train,0.6566049983771503,0.9146037,0.6568220605399253,0.6568220605399253,0.6545377487246976,0.6551548546127561,0.6136481594496133
44,30,,train,0.6462187601428108,0.9624157,0.6463208983177445,0.6463208983177445,0.6435692277431575,0.6440773461461673,0.6019939825454234
45,30,,valid,0.6511024643320363,0.85158837,0.6505062484905948,0.6505062484905948,0.6635728466144,0.6124094623214936,0.6074137451281401
46,31,,train,0.658876987990912,0.9082795,0.6591944057549659,0.6591944057549659,0.6543619593818838,0.6559272972135604,0.6162160528505294
47,32,,train,0.6390782213567023,0.9701704,0.6389617667853077,0.6389617667853077,0.6337514583088769,0.6341330103595649,0.5939074116503452
48,32,,valid,0.6368352788586251,1.0278009,0.6330008748418148,0.6330008748418148,0.6981600478169553,0.6128444451587378,0.5910132028394914
49,33,,train,0.6634209672184356,0.9155127,0.6636395446209978,0.6636395446209978,0.6592612393132691,0.6607544309788097,0.6213368303907405
50,34,,train,0.6981499513145083,0.837813,0.6983853188099127,0.6983853188099127,0.6969738680873734,0.6975048252228012,0.6604061785446224
51,34,,valid,0.6770428015564203,0.8122338,0.6752273415448456,0.6752273415448456,0.7182592187047508,0.6677645312229591,0.6365108036262014
52,35,,train,0.6799740344044142,0.8663079,0.6802840853081339,0.6802840853081339,0.6834923421189578,0.6809606492706396,0.6399868739918625
53,36,,train,0.6942551119766309,0.8216745,0.6944150785769824,0.6944150785769824,0.6915087723846388,0.6921676038877475,0.6560346366233558
54,36,,valid,0.7380025940337225,0.6704959,0.7416112199949576,0.7416112199949576,0.7502137660743678,0.721588861637779,0.7055376883852049
55,37,,train,0.7286595261278805,0.7868737,0.7285682291572881,0.7285682291572881,0.7265891705503188,0.7263795031684244,0.6947172557933966
56,38,,train,0.6848425835767608,0.832012,0.685162185830892,0.685162185830892,0.6811475654228111,0.6818143340442313,0.6454207179290249
57,38,,valid,0.6601815823605707,0.8253832,0.6553674336031498,0.6553674336031498,0.7254205159747579,0.6464472647399747,0.6169852104664391
58,39,,train,0.6828951639078221,0.8339329,0.6828404953011379,0.6828404953011379,0.6810428831410074,0.6809618110739725,0.6432355380966214
59,40,,train,0.7056150600454398,0.8260906,0.705576221720855,0.705576221720855,0.7052581572260734,0.7040675691193612,0.6687743903219582
60,40,,valid,0.5538261997405967,1.3580582,0.5561286614313254,0.5561286614313254,0.6884373221989815,0.5364311597135614,0.49775601331621466
61,41,,train,0.6345342421291789,1.0202302,0.6341767919970553,0.6341767919970553,0.6334068064404357,0.6316525174003667,0.588800925089643
62,42,,train,0.6984745212593314,0.8671174,0.698733948654347,0.698733948654347,0.7000044398232523,0.6984164899828471,0.6607727403527751
63,42,,valid,0.682230869001297,0.7795455,0.6851309137937103,0.6851309137937103,0.7000440011491513,0.660235587799151,0.6428389102233214
64,43,,train,0.7176241480038948,0.78015065,0.7175855324731644,0.7175855324731644,0.7153667459127322,0.7158559744038084,0.6823118804241958
65,44,,train,0.7185978578383642,0.78098136,0.7184004540122966,0.7184004540122966,0.7180070382254693,0.7170689435991299,0.6833823272657189
66,44,,valid,0.6653696498054474,0.8773656,0.6637721030149724,0.6637721030149724,0.7199620683419796,0.6472640912420151,0.6234881264692855
67,45,,train,0.7263875365141188,0.786668,0.7265542500135179,0.7265542500135179,0.7249662507134776,0.7247865300787397,0.6921725532695606
68,46,,train,0.6984745212593314,0.81984276,0.6986232477884511,0.6986232477884511,0.6965302167984695,0.6970318012324083,0.6607708909382034
69,46,,valid,0.7392996108949417,0.6897499,0.739010490167472,0.739010490167472,0.7447811637418489,0.7348908352013029,0.7066587670548329
70,47,,train,0.7413177539759819,0.7325271,0.7413629489934105,0.7413629489934105,0.7409159855157719,0.7403653540380191,0.7089580180352948
71,48,,train,0.741642323920805,0.7078398,0.7418955619150628,0.7418955619150628,0.7404764739434513,0.7404658987934205,0.7093372112454712
72,48,,valid,0.7574578469520103,0.6962096,0.7608198067300537,0.7608198067300537,0.7645826039032161,0.7528582851248308,0.7273923623650689
73,49,,train,0.7403440441415124,0.7273304,0.7403370528673775,0.7403370528673775,0.740393228889024,0.7392784403950798,0.7078510063838253
74,50,,train,0.7312560856864654,0.75302774,0.7314788474175384,0.7314788474175384,0.7291859775554953,0.7296292037579266,0.697662594760873
75,50,,valid,0.7159533073929961,0.7762813,0.7154378478009559,0.7154378478009559,0.7585704969244601,0.7079045381740631,0.6804432374121143
76,51,,train,0.7455371632586822,0.7191103,0.7456078054914274,0.7456078054914274,0.7441011134279569,0.744221142074762,0.7137122084147968
77,52,,train,0.7812398571892243,0.6577945,0.7815428609530692,0.7815428609530692,0.7811772051360205,0.7810327678513805,0.7538914267666068
78,52,,valid,0.7029831387808041,0.76194686,0.7013996336826961,0.7013996336826961,0.7657678854645813,0.6996268544885341,0.6656617779334766
79,53,,train,0.759493670886076,0.67078584,0.7597001418438148,0.7597001418438148,0.7597854388748535,0.758986447317571,0.7294220422652394
80,54,,train,0.7724764686790003,0.6846535,0.7726774431192807,0.7726774431192807,0.7729258424664768,0.7726717488795246,0.7440196148266073
81,54,,valid,0.708171206225681,0.84631175,0.7068248814432139,0.7068248814432139,0.7507651722369693,0.6940089280278405,0.6715036130341913
82,55,,train,0.7383966244725738,0.7363956,0.7388495004481463,0.7388495004481463,0.7373900069791602,0.7373536121772214,0.7056935516978685
83,56,,train,0.7533268419344369,0.6831701,0.7534964130178724,0.7534964130178724,0.7529685327305197,0.7522442658042656,0.7224839156794645
84,56,,valid,0.7613488975356679,0.65250653,0.7611313596514068,0.7611313596514068,0.7653760619007591,0.7556117143677239,0.7314300859490364
85,57,,train,0.7796170074651088,0.6138333,0.7797022886671425,0.7797022886671425,0.7781244690198689,0.7782159244932267,0.7520517960726977
86,58,,train,0.7974683544303798,0.59448254,0.7976128676906141,0.7976128676906141,0.7976968014947379,0.7975152572542714,0.7721462009255927
87,58,,valid,0.7457846952010376,0.78887314,0.7496121872968182,0.7496121872968182,0.755019197805294,0.7221603679883435,0.7140705533312647
88,59,,train,0.7426160337552743,0.7229724,0.7428132885259857,0.7428132885259857,0.7421088646129058,0.7421219470811217,0.7104389542521772
89,60,,train,0.7620902304446608,0.68635195,0.7621455177916147,0.7621455177916147,0.761782890319624,0.7611605188168912,0.7323257818132728
90,60,,valid,0.7496757457846952,0.6770247,0.7470570652450751,0.7470570652450751,0.7657972616272277,0.7393864995487244,0.7182065572466608
91,61,,train,0.783511846802986,0.5878614,0.7836531895319382,0.7836531895319382,0.7818392018161621,0.782113591277836,0.7564351246514283
92,62,,train,0.7890295358649789,0.6028144,0.7893014525961416,0.7893014525961416,0.7880461582195312,0.7883965082895794,0.762660028044906
93,62,,valid,0.6744487678339819,1.0326166,0.6736405243972778,0.6736405243972778,0.7366864752706253,0.6576259345401282,0.6338068412975645
94,63,,train,0.7458617332035054,0.6932899,0.7457628156166688,0.7457628156166688,0.7459332345129814,0.7450218642689898,0.7140755753486759
95,64,,train,0.7789678675754625,0.60625494,0.7790567854074187,0.7790567854074187,0.777768792544815,0.7777964760080295,0.7513277404146156
96,64,,valid,0.6926070038910506,0.79911804,0.6938612802904469,0.6938612802904469,0.7334975694301238,0.6762800701446551,0.6544242105601585
97,65,,train,0.7848101265822784,0.63006073,0.784985130769458,0.784985130769458,0.7844121959664039,0.784459655988035,0.7579077773034518
98,66,,train,0.7828627069133398,0.6247523,0.783021018075516,0.783021018075516,0.7821807752392184,0.7820775446177145,0.755713075820135
99,66,,valid,0.7574578469520103,0.62908363,0.7586679977221702,0.7586679977221702,0.7606163947871865,0.7538042952273867,0.7272438341029865
100,67,,train,0.7909769555339176,0.60795605,0.7911852116473219,0.7911852116473219,0.7915299892817755,0.7910527705092776,0.7648403517669116
101,68,,train,0.7854592664719247,0.61117774,0.7857056542610216,0.7857056542610216,0.7841092544768118,0.7844163477126226,0.7586336080971372
102,68,,valid,0.7782101167315175,0.6062244,0.7778310094578759,0.7778310094578759,0.7908483041482322,0.7738266307694528,0.7504755199491264
103,69,,train,0.7935735150925024,0.58775944,0.793825253028039,0.793825253028039,0.7932716399763929,0.7928880715711646,0.7677646723351613
104,70,,train,0.8046088932164882,0.5612206,0.8048327988678552,0.8048327988678552,0.8053623426686666,0.8050003140656332,0.7801725517265248
105,70,,valid,0.7276264591439688,0.708598,0.7287723041840287,0.7287723041840287,0.7566845175711481,0.718253158261603,0.6937756510884572
106,71,,train,0.7887049659201558,0.5764241,0.7890002139147478,0.7890002139147478,0.7883612269765573,0.7884106067653284,0.7622885791246684
107,72,,train,0.8257059396299903,0.5180951,0.8257007998825026,0.8257007998825026,0.8251832477058682,0.825153698949128,0.8039090961455179
108,72,,valid,0.7976653696498055,0.60437614,0.7975503391339264,0.7975503391339264,0.79830812227363,0.7929608432824969,0.7722899367282724
109,73,,train,0.810126582278481,0.523978,0.8103160643157172,0.8103160643157172,0.8095962808530903,0.8094902174721935,0.7863870127342798
110,74,,train,0.8033106134371957,0.5409102,0.8034211211720266,0.8034211211720266,0.8027735451446252,0.802822463307987,0.7787162578577591
111,74,,valid,0.7522697795071336,0.64084065,0.7501165704573105,0.7501165704573105,0.7729355142065896,0.7481308336495851,0.7209914342716289
112,75,,train,0.7997403440441415,0.55987453,0.7997953665220063,0.7997953665220063,0.7992756389255153,0.7992687067604105,0.7746995562677185
113,76,,train,0.8036351833820188,0.53604037,0.8039233118678778,0.8039233118678778,0.8032142488119928,0.803224756511506,0.7790850519083551
114,76,,valid,0.7795071335927367,0.6102356,0.7799442146966287,0.7799442146966287,0.7922544999413077,0.7634443456702331,0.7518915266044139
115,77,,train,0.8098020123336579,0.540657,0.8098781841843863,0.8098781841843863,0.8101370787743652,0.8091919720932191,0.7860146852039553
116,78,,train,0.8143459915611815,0.51950926,0.8144494337972858,0.8144494337972858,0.8154278794723211,0.8148236047696317,0.7911326807834533
117,78,,valid,0.6900129701686122,0.85345733,0.6907121501476888,0.6907121501476888,0.7552567898137895,0.6811422150177274,0.6514328086605996
118,79,,train,0.7676079195066536,0.66093427,0.7677648497930214,0.7677648497930214,0.7674324779502293,0.76727168863085,0.7385481264320026
119,80,,train,0.8179162609542356,0.5178673,0.8182787774955251,0.8182787774955251,0.8185115050490249,0.8179204037636647,0.7951639502792549
120,80,,valid,0.7808041504539559,0.5822674,0.7834959107432624,0.7834959107432624,0.7803474232789256,0.7732376447296504,0.7535054331375992
121,81,,train,0.83089905874716,0.4823577,0.8309785997328698,0.8309785997328698,0.8307665629499519,0.8304617172500455,0.8097544741507666
122,82,,train,0.8146705615060046,0.52214617,0.8148758586587449,0.8148758586587449,0.815871828098119,0.8152783889216981,0.7915008481587791
123,82,,valid,0.7704280155642024,0.61529744,0.7744032445058535,0.7744032445058535,0.7795173635306164,0.763970448023437,0.7419703109016963
124,83,,train,0.8380395975332684,0.5166365,0.8381243902081157,0.8381243902081157,0.8372165101363676,0.8375057917851512,0.8177860172467065
125,84,,train,0.780266147354755,0.61295056,0.7803907106312739,0.7803907106312739,0.7803515063385725,0.7798555484796412,0.7527885755218808
126,84,,valid,0.7652399481193255,0.6790632,0.762662855441054,0.762662855441054,0.7712242454014403,0.7606765672993031,0.7355916981503866
127,85,,train,0.8386887374229146,0.4516953,0.8388246877730854,0.8388246877730854,0.8387030682097326,0.8386311463191601,0.8185199042903535
128,86,,train,0.822135670236936,0.49479172,0.8223401644967167,0.8223401644967167,0.8227542600338845,0.8223915078845369,0.7998952535940355
129,86,,valid,0.7704280155642024,0.6055375,0.7702405666174933,0.7702405666174933,0.7714427050952737,0.7631033884554753,0.7416889864756154
130,87,,train,0.8315481986368062,0.46443757,0.8317407124820169,0.8317407124820169,0.8309849742853095,0.8310733000670187,0.8104881748216392
131,88,,train,0.8377150275884453,0.47059226,0.837683721348529,0.837683721348529,0.8374457082401432,0.8370886584001274,0.8174146266706918
132,88,,valid,0.7380025940337225,0.6678582,0.7357865488152188,0.7357865488152188,0.7805995330945824,0.7379077918633941,0.7050273869860679
133,89,,train,0.8270042194092827,0.48424065,0.8271465788865191,0.8271465788865191,0.828010648789606,0.827476345336732,0.8053750644879029
134,90,,train,0.7987666342096722,0.5861415,0.7988640961529092,0.7988640961529092,0.7990902022224513,0.7986273625610596,0.7735971424849841
135,90,,valid,0.7392996108949417,0.6910342,0.7405715846742428,0.7405715846742428,0.7570149746541491,0.7318108793719813,0.7068629602166973
136,91,,train,0.815968841285297,0.5297886,0.8160955987101957,0.8160955987101957,0.815901314235751,0.8152678188370089,0.7929539289611482
137,92,,train,0.8377150275884453,0.46003285,0.837869153219599,0.837869153219599,0.8367007680141899,0.8371126918885854,0.817424191336129
138,92,,valid,0.7341115434500648,0.746914,0.7331791932713223,0.7331791932713223,0.7721811368965183,0.7343110713325617,0.7008199979556837
139,93,,train,0.8195391106783512,0.5011476,0.8198299740398197,0.8198299740398197,0.820390603400404,0.8199052056464224,0.7969793821666076
140,94,,train,0.8360921778643298,0.45530862,0.8362235288617849,0.8362235288617849,0.835658821114015,0.8358145141218691,0.8155977994591329
141,94,,valid,0.7782101167315175,0.58354026,0.7788796994861281,0.7788796994861281,0.7755774451657378,0.7723498683653962,0.7505128224536757
142,95,,train,0.8351184680298605,0.48243132,0.8351288479551612,0.8351288479551612,0.834237978216685,0.8342580879860134,0.8144950196326306
143,96,,train,0.7964946445959105,0.5597893,0.7965203357354802,0.7965203357354802,0.798126348781998,0.7968227441075846,0.7710397600345896
144,96,,valid,0.7833981841763943,0.58343947,0.7837967688018982,0.7837967688018982,0.7792133461729321,0.7779763382325645,0.7562685273172634
145,97,,train,0.8412852969814996,0.42626384,0.841420633097707,0.841420633097707,0.840552120328836,0.8408196850311094,0.8214425944214715
146,98,,train,0.8701720220707563,0.38811532,0.8703106437761584,0.8703106437761584,0.8705717093342611,0.8702924842622841,0.8539394742437362
147,98,,valid,0.7963683527885862,0.54505515,0.794922412762002,0.794922412762002,0.7999363798885573,0.7962814093707653,0.7708016177773738
148,99,,train,0.8542680947744239,0.39612785,0.8544171132189768,0.8544171132189768,0.8549696372676555,0.8546345153202853,0.8360465546249561
149,100,,train,0.8370658876987991,0.46200913,0.8370078007241702,0.8370078007241702,0.836561564893791,0.8364937234646121,0.816686436146004
150,100,,valid,0.7704280155642024,0.58588606,0.7685614188552505,0.7685614188552505,0.7827688807465163,0.7710379438353537,0.7415211700842106
151,101,,train,0.8539435248296008,0.42071906,0.8541785052415756,0.8541785052415756,0.8543489892812176,0.8540960229408853,0.8356856085978932
152,102,,train,0.8373904576436222,0.46298385,0.8374373094323901,0.8374373094323901,0.8375086807970749,0.8370626884349238,0.8170563945183087
153,102,,valid,0.6861219195849546,0.96165764,0.6871522019576531,0.6871522019576531,0.72826167132543,0.671689833326776,0.6469513025839754
154,103,,train,0.798117494320026,0.57367086,0.7982412362445563,0.7982412362445563,0.7981296568761153,0.7977363375574085,0.7728733252005955
155,104,,train,0.8331710483609218,0.4770018,0.8333476337826586,0.8333476337826586,0.8330357969047653,0.8330408092168656,0.8123120909377937
156,104,,valid,0.7341115434500648,0.7157803,0.7346035559864188,0.7346035559864188,0.7645672270465019,0.7386589817166039,0.7009230315094723
157,105,,train,0.839987017202207,0.4267423,0.8399545535166034,0.8399545535166034,0.840037709257968,0.8395766627215991,0.8199690508525119
158,106,,train,0.869198312236287,0.39149368,0.8693602083825641,0.8693602083825641,0.8686884422486169,0.8689151102750692,0.8528461828915436
159,106,,valid,0.7872892347600519,0.5822648,0.7877282282533561,0.7877282282533561,0.7886119586303089,0.7842781861343283,0.7607103521102772
160,107,,train,0.8717948717948718,0.36957008,0.8718050740838529,0.8718050740838529,0.8716674937304666,0.8716051088476104,0.8557629230492626
161,108,,train,0.8597857838364168,0.39026627,0.8597981969365895,0.8597981969365895,0.8597705673662461,0.8595503061523374,0.8422493785642996
162,108,,valid,0.7600518806744487,0.6766283,0.7587288616437431,0.7587288616437431,0.7658729635475321,0.752172068038469,0.7300108461306949
163,109,,train,0.8523206751054853,0.4229306,0.852592220139117,0.852592220139117,0.8531778460389244,0.8525203645763442,0.8338577862803773
164,110,,train,0.8474521259331386,0.40486687,0.8474320795871609,0.8474320795871609,0.8475902567675362,0.8467923665955466,0.828367674140016
165,110,,valid,0.8002594033722439,0.53025866,0.7981721137480614,0.7981721137480614,0.8035983637988825,0.799099870961363,0.7751096665681751
166,111,,train,0.8808828302499189,0.3470569,0.8810880207592167,0.8810880207592167,0.8808021496275793,0.8807858583810709,0.8659933587292392
167,112,,train,0.8701720220707563,0.36970946,0.8703203308925092,0.8703203308925092,0.8696143226369444,0.869789737690886,0.8539389549216078
168,112,,valid,0.788586251621271,0.64305264,0.7881228110892642,0.7881228110892642,0.7932817410437192,0.7847809762541765,0.7621172141480755
169,113,,train,0.8675754625121713,0.3760616,0.8674734841235148,0.8674734841235148,0.8674159796571048,0.8670090978383126,0.8510116774176343
170,114,,train,0.8565400843881856,0.3919486,0.8566714012527811,0.8566714012527811,0.8563415604504679,0.8564091768785206,0.8386049170792202
171,114,,valid,0.795071335927367,0.5750355,0.7933852131351622,0.7933852131351622,0.7932942889214437,0.7904075475879639,0.7693098687836017
172,115,,train,0.8643297630639403,0.3949318,0.8643483896079773,0.8643483896079773,0.8636193249248169,0.8637239311471614,0.8473625536690005
173,116,,train,0.8539435248296008,0.41785812,0.8540803509622318,0.8540803509622318,0.85465653866691,0.8542167926721331,0.8356801168496947
174,116,,valid,0.7821011673151751,0.60579306,0.7840816223145332,0.7840816223145332,0.7854820190736675,0.7747915585139228,0.7550140339993494
175,117,,train,0.8743914313534566,0.3734771,0.8744564080774666,0.8744564080774666,0.8746282531051318,0.8744268104199251,0.8586839960689554
176,118,,train,0.8588120740019474,0.37362498,0.8590052058914298,0.8590052058914298,0.8587002232071429,0.8587011989206222,0.8411575968940613
177,118,,valid,0.7665369649805448,0.628519,0.7660232277486649,0.7660232277486649,0.7859737170876601,0.7685791600739393,0.7373008887248361
178,119,,train,0.8679000324569944,0.39652324,0.867931483390074,0.867931483390074,0.8677646178054648,0.867727336943921,0.851380244525043
179,120,,train,0.8669263226225251,0.39160255,0.8670748202702442,0.8670748202702442,0.8672657752460239,0.8670377067230941,0.850285601184716
180,120,,valid,0.7133592736705577,0.8068596,0.7113655208632136,0.7113655208632136,0.7565436515759631,0.7122570758491165,0.6774284540547909
181,121,,train,0.8695228821811101,0.36575764,0.8696551264177883,0.8696551264177883,0.8694295601255332,0.8692885806755632,0.8532060052508967
182,122,,train,0.8640051931191172,0.35975257,0.8640256380423134,0.8640256380423134,0.8636297868211836,0.8636462829802837,0.8469974648498287
183,122,,valid,0.7756160830090791,0.6024555,0.773917494770025,0.773917494770025,0.7836470676049145,0.7721462609502799,0.7473696770882066
184,123,,train,0.8825056799740344,0.33080894,0.8829224748427372,0.8829224748427372,0.8821310017700587,0.8822760508543048,0.867819767221371
185,124,,train,0.8915936384290815,0.32463494,0.8917350984565314,0.8917350984565314,0.8920210670852087,0.8916687212832621,0.8780382323559086
186,124,,valid,0.7808041504539559,0.6566705,0.7803691634553688,0.7803691634553688,0.7835612206214293,0.7752626932014783,0.753333244989484
187,125,,train,0.8704965920155794,0.34946477,0.8706859325389125,0.8706859325389125,0.870724949804562,0.8705948298477583,0.8543046946276917
188,126,,train,0.8649789029535865,0.36946842,0.8651775858834634,0.8651775858834634,0.8649483532612832,0.8648472316723618,0.8480997356284801
189,126,,valid,0.7704280155642024,0.7627077,0.7712514880821946,0.7712514880821946,0.7912786044421055,0.7607570711666016,0.741759375076876
190,127,,train,0.8721194417396949,0.36404613,0.8721116440193453,0.8721116440193453,0.8719955265868164,0.8716752645480453,0.8561242946598302
191,128,,train,0.884453099642973,0.33894488,0.8845626128015702,0.8845626128015702,0.8848568894939056,0.8846325685341355,0.8700042524565403
192,128,,valid,0.767833981841764,0.6708233,0.7681429563735496,0.7681429563735496,0.7943214375329288,0.7700336016488836,0.738859191840828