Classify2赚钱

This commit is contained in:
liaozhaorun
2025-05-04 22:16:39 +08:00
parent aff5e32bb4
commit 721e72c599
8 changed files with 1042 additions and 778 deletions

View File

@@ -1,56 +1,122 @@
{
"meta":{"test_sets":["test"],"test_metrics":[{"best_value":"Max","name":"Precision"},{"best_value":"Min","name":"CrossEntropy"}],"learn_metrics":[{"best_value":"Max","name":"Precision"},{"best_value":"Min","name":"CrossEntropy"}],"launch_mode":"Train","parameters":"","iteration_count":500,"learn_sets":["learn"],"name":"experiment"},
"iterations":[
{"learn":[0.625,0.6724952787],"iteration":0,"passed_time":0.01150079479,"remaining_time":5.738896599,"test":[0,0.6749635417]},
{"learn":[0.6610526316,0.6531548815],"iteration":1,"passed_time":0.02339919202,"remaining_time":5.826398812,"test":[0.5761589404,0.6578907986]},
{"learn":[0.6608527132,0.6350465988],"iteration":2,"passed_time":0.03477031296,"remaining_time":5.760281848,"test":[0.5324074074,0.6421141059]},
{"learn":[0.706744868,0.618008187],"iteration":3,"passed_time":0.04957483041,"remaining_time":6.14727897,"test":[0.5692307692,0.6273825521]},
{"learn":[0.6714975845,0.6024762887],"iteration":4,"passed_time":0.06027679306,"remaining_time":5.967402513,"test":[0.5459770115,0.6136391493]},
{"learn":[0.6420168067,0.5879065555],"iteration":5,"passed_time":0.07046275265,"remaining_time":5.801433302,"test":[0.512295082,0.6007397135]},
{"learn":[0.6263736264,0.5743292798],"iteration":6,"passed_time":0.08253332794,"remaining_time":5.812704382,"test":[0.5177865613,0.5887243056]},
{"learn":[0.6439688716,0.5617055549],"iteration":7,"passed_time":0.09456311657,"remaining_time":5.815631669,"test":[0.5065502183,0.5778295139]},
{"learn":[0.6666666667,0.5498913927],"iteration":8,"passed_time":0.1056445578,"remaining_time":5.76349754,"test":[0.5581395349,0.5673727431]},
{"learn":[0.6456211813,0.5390559395],"iteration":9,"passed_time":0.1179409568,"remaining_time":5.779106883,"test":[0.5114155251,0.5576199219]},
{"learn":[0.6502347418,0.5290345558],"iteration":10,"passed_time":0.1304895729,"remaining_time":5.800854649,"test":[0.513368984,0.5486960937]},
{"learn":[0.6625766871,0.5196715586],"iteration":11,"passed_time":0.1442059891,"remaining_time":5.864376891,"test":[0.51,0.540409158]},
{"learn":[0.6554934823,0.5109634681],"iteration":12,"passed_time":0.1561869952,"remaining_time":5.851005126,"test":[0.5502183406,0.5328111545]},
{"learn":[0.6492146597,0.5028802201],"iteration":13,"passed_time":0.1674097612,"remaining_time":5.811510281,"test":[0.5307017544,0.5257847222]},
{"learn":[0.6483300589,0.4953289982],"iteration":14,"passed_time":0.1789436572,"remaining_time":5.785844916,"test":[0.5376884422,0.519156684]},
{"learn":[0.6659142212,0.4882966243],"iteration":15,"passed_time":0.1899791628,"remaining_time":5.746869675,"test":[0.5444444444,0.5129134983]},
{"learn":[0.6694915254,0.4819027274],"iteration":16,"passed_time":0.2011446758,"remaining_time":5.714875201,"test":[0.5294117647,0.5070878038]},
{"learn":[0.652173913,0.4758984087],"iteration":17,"passed_time":0.2105835736,"remaining_time":5.638960137,"test":[0.5124378109,0.5016838976]},
{"learn":[0.6552380952,0.4702792469],"iteration":18,"passed_time":0.22037865,"remaining_time":5.579059507,"test":[0.5402843602,0.496865842]},
{"learn":[0.6623616236,0.4649397326],"iteration":19,"passed_time":0.2299775255,"remaining_time":5.519460613,"test":[0.5286343612,0.4922393663]},
{"learn":[0.6696113074,0.4600861214],"iteration":20,"passed_time":0.2399201393,"remaining_time":5.472464129,"test":[0.5281385281,0.4880423177]},
{"learn":[0.6750448833,0.4555856349],"iteration":21,"passed_time":0.2504215876,"remaining_time":5.440978131,"test":[0.5309734513,0.4839259549]},
{"learn":[0.6780821918,0.4513341042],"iteration":22,"passed_time":0.2613969063,"remaining_time":5.421144536,"test":[0.5428571429,0.4801421441]},
{"learn":[0.6699834163,0.4475095463],"iteration":23,"passed_time":0.2722182907,"remaining_time":5.398996098,"test":[0.5341365462,0.4764766927]},
{"learn":[0.6772575251,0.4437869897],"iteration":24,"passed_time":0.2827550663,"remaining_time":5.372346259,"test":[0.520661157,0.4732766059]},
{"learn":[0.6731391586,0.4402876889],"iteration":25,"passed_time":0.292850956,"remaining_time":5.338898198,"test":[0.5182186235,0.4702747396]},
{"learn":[0.6736,0.4370960458],"iteration":26,"passed_time":0.3022199064,"remaining_time":5.294445027,"test":[0.5294117647,0.4675844618]},
{"learn":[0.6745283019,0.4341093749],"iteration":27,"passed_time":0.3115114192,"remaining_time":5.251192495,"test":[0.5254901961,0.4648925781]},
{"learn":[0.6884422111,0.4312285273],"iteration":28,"passed_time":0.3213943329,"remaining_time":5.219887269,"test":[0.5234042553,0.4623679253]},
{"learn":[0.690821256,0.4286504028],"iteration":29,"passed_time":0.3305937344,"remaining_time":5.179301839,"test":[0.5263157895,0.4600269097]},
{"learn":[0.7,0.4262570842],"iteration":30,"passed_time":0.3398168029,"remaining_time":5.141099373,"test":[0.51953125,0.4579359809]},
{"learn":[0.6980854197,0.4239364156],"iteration":31,"passed_time":0.3494630526,"remaining_time":5.110897144,"test":[0.531598513,0.4559443576]},
{"learn":[0.6971935007,0.4217658394],"iteration":32,"passed_time":0.3609464879,"remaining_time":5.107939693,"test":[0.5243445693,0.4540597222]},
{"learn":[0.6998514116,0.4197961278],"iteration":33,"passed_time":0.3714395214,"remaining_time":5.090906382,"test":[0.5296442688,0.4522280816]},
{"learn":[0.6981981982,0.4178424181],"iteration":34,"passed_time":0.38109784,"remaining_time":5.063157017,"test":[0.528,0.4504705295]},
{"learn":[0.7034161491,0.4159972699],"iteration":35,"passed_time":0.3906829047,"remaining_time":5.03546855,"test":[0.5267489712,0.4488604601]},
{"learn":[0.707165109,0.4143113417],"iteration":36,"passed_time":0.4046026978,"remaining_time":5.063001326,"test":[0.5316455696,0.4473857639]},
{"learn":[0.7104,0.4126588434],"iteration":37,"passed_time":0.4149438692,"remaining_time":5.044843883,"test":[0.5283842795,0.446012283]},
{"learn":[0.7106518283,0.4112159095],"iteration":38,"passed_time":0.4248459326,"remaining_time":5.021896794,"test":[0.5130434783,0.4447833333]},
{"learn":[0.7081339713,0.409833332],"iteration":39,"passed_time":0.4342096775,"remaining_time":4.993411291,"test":[0.5169491525,0.4436203125]},
{"learn":[0.7125,0.4085317621],"iteration":40,"passed_time":0.4436007489,"remaining_time":4.966164482,"test":[0.5147679325,0.4424763889]},
{"learn":[0.7115384615,0.4072980218],"iteration":41,"passed_time":0.4532031007,"remaining_time":4.942071908,"test":[0.5244444444,0.4414494792]},
{"learn":[0.7117263844,0.4061158525],"iteration":42,"passed_time":0.4626058454,"remaining_time":4.916531892,"test":[0.5330396476,0.4404545139]},
{"learn":[0.7138263666,0.4050283823],"iteration":43,"passed_time":0.4717596846,"remaining_time":4.889145823,"test":[0.5283842795,0.4395882378]},
{"learn":[0.7078651685,0.4039969044],"iteration":44,"passed_time":0.4807040821,"remaining_time":4.860452386,"test":[0.5319148936,0.438713151]},
{"learn":[0.7123966942,0.4029488541],"iteration":45,"passed_time":0.4912195488,"remaining_time":4.848123373,"test":[0.52,0.4378839844]},
{"learn":[0.7119205298,0.4020060852],"iteration":46,"passed_time":0.5018309386,"remaining_time":4.836796068,"test":[0.527027027,0.4371599826]},
{"learn":[0.7152209493,0.4011418993],"iteration":47,"passed_time":0.511543902,"remaining_time":4.817038411,"test":[0.5363636364,0.436516276]},
{"learn":[0.7145187602,0.4003109723],"iteration":48,"passed_time":0.5215233152,"remaining_time":4.800143167,"test":[0.5272727273,0.4358205295]},
{"learn":[0.7149837134,0.3994980722],"iteration":49,"passed_time":0.5318785088,"remaining_time":4.786906579,"test":[0.5253456221,0.4352218316]},
{"learn":[0.7171052632,0.3987265888],"iteration":50,"passed_time":0.5437510771,"remaining_time":4.787141836,"test":[0.5211267606,0.4346873698]},
{"learn":[0.7159863946,0.3980214232],"iteration":51,"passed_time":0.5536094372,"remaining_time":4.769558228,"test":[0.5192307692,0.4341709635]}
{"learn":[0.6421052632,0.6541943716],"iteration":0,"passed_time":0.09888582676,"remaining_time":49.34402755,"test":[0.12,0.6594913737]},
{"learn":[0.8571428571,0.6220139285],"iteration":1,"passed_time":0.126637086,"remaining_time":31.5326344,"test":[0,0.6304362522]},
{"learn":[0.9473684211,0.5916510322],"iteration":2,"passed_time":0.2237985054,"remaining_time":37.07595239,"test":[0,0.6035512695]},
{"learn":[0.9142857143,0.5644849167],"iteration":3,"passed_time":0.3187122894,"remaining_time":39.52032388,"test":[0.3333333333,0.5795352105]},
{"learn":[0.890625,0.5410338375],"iteration":4,"passed_time":0.4186655504,"remaining_time":41.44788949,"test":[0.5263157895,0.5591463216]},
{"learn":[0.8,0.5196276588],"iteration":5,"passed_time":0.5071002677,"remaining_time":41.75125537,"test":[0.3333333333,0.540188151]},
{"learn":[0.8518518519,0.5010221829],"iteration":6,"passed_time":0.5963597315,"remaining_time":42.00076395,"test":[0.2222222222,0.5237671441]},
{"learn":[0.8764044944,0.4849534885],"iteration":7,"passed_time":0.6891834997,"remaining_time":42.38478523,"test":[0.3333333333,0.5084826931]},
{"learn":[0.8804347826,0.4703366289],"iteration":8,"passed_time":0.7791012236,"remaining_time":42.50430009,"test":[0.3125,0.4955966797]},
{"learn":[0.8875,0.457428825],"iteration":9,"passed_time":0.8683227865,"remaining_time":42.54781654,"test":[0.25,0.4841406793]},
{"learn":[0.9358974359,0.4457376255],"iteration":10,"passed_time":0.9607379526,"remaining_time":42.70916898,"test":[0.1666666667,0.4736386176]},
{"learn":[0.8846153846,0.4359375713],"iteration":11,"passed_time":1.015636816,"remaining_time":41.30256385,"test":[0,0.4643907878]},
{"learn":[0.8510638298,0.4264152672],"iteration":12,"passed_time":1.109906505,"remaining_time":41.57880524,"test":[0.125,0.4563280165]},
{"learn":[0.8764044944,0.4182715557],"iteration":13,"passed_time":1.200065308,"remaining_time":41.65940996,"test":[0.5555555556,0.4490027941]},
{"learn":[0.9024390244,0.4110272796],"iteration":14,"passed_time":1.292970984,"remaining_time":41.80606181,"test":[0.7142857143,0.4425872938]},
{"learn":[0.8735632184,0.4046110501],"iteration":15,"passed_time":1.384038231,"remaining_time":41.86715648,"test":[0.6,0.4368164334]},
{"learn":[0.8953488372,0.3980741403],"iteration":16,"passed_time":1.476976894,"remaining_time":41.96352,"test":[0.75,0.4317668457]},
{"learn":[0.8918918919,0.3925273723],"iteration":17,"passed_time":1.572830565,"remaining_time":42.11690735,"test":[0.8,0.4277447374]},
{"learn":[0.8888888889,0.3880111628],"iteration":18,"passed_time":1.668612368,"remaining_time":42.24223941,"test":[0.3846153846,0.4239844835]},
{"learn":[0.8876404494,0.383472642],"iteration":19,"passed_time":1.76095623,"remaining_time":42.26294953,"test":[0.4615384615,0.4201444227]},
{"learn":[0.8850574713,0.3796266965],"iteration":20,"passed_time":1.854194923,"remaining_time":42.29330325,"test":[0.4166666667,0.416756429]},
{"learn":[0.9,0.3761398694],"iteration":21,"passed_time":1.946033794,"remaining_time":42.28200698,"test":[0.3333333333,0.4137484809]},
{"learn":[0.8941176471,0.3727471701],"iteration":22,"passed_time":2.038063238,"remaining_time":42.26765933,"test":[0.4285714286,0.4109760471]},
{"learn":[0.8795180723,0.3698476705],"iteration":23,"passed_time":2.134703485,"remaining_time":42.33828578,"test":[0.375,0.4086826986]},
{"learn":[0.8791208791,0.366884231],"iteration":24,"passed_time":2.228319674,"remaining_time":42.3380738,"test":[0.5,0.4065253906]},
{"learn":[0.8736842105,0.3639221459],"iteration":25,"passed_time":2.323324606,"remaining_time":42.35599473,"test":[0.5,0.4043982476]},
{"learn":[0.908045977,0.3615422916],"iteration":26,"passed_time":2.415464695,"remaining_time":42.31536299,"test":[0.375,0.4028764106]},
{"learn":[0.8865979381,0.3594712663],"iteration":27,"passed_time":2.507713983,"remaining_time":42.27289286,"test":[0.4285714286,0.4015186632]},
{"learn":[0.9120879121,0.3576372534],"iteration":28,"passed_time":2.598539037,"remaining_time":42.20385816,"test":[0.5,0.3997085232]},
{"learn":[0.9318181818,0.3557858833],"iteration":29,"passed_time":2.690970625,"remaining_time":42.1585398,"test":[0.5,0.3982244466]},
{"learn":[0.9213483146,0.3540102147],"iteration":30,"passed_time":2.78166975,"remaining_time":42.08397138,"test":[0.4285714286,0.3970369737]},
{"learn":[0.9157894737,0.3527535855],"iteration":31,"passed_time":2.871692482,"remaining_time":41.99850256,"test":[0.375,0.3956321886]},
{"learn":[0.9215686275,0.3512465785],"iteration":32,"passed_time":2.9635759,"remaining_time":41.93908925,"test":[0.375,0.3947504883]},
{"learn":[0.9278350515,0.3498231139],"iteration":33,"passed_time":3.055573818,"remaining_time":41.87933527,"test":[0.375,0.3937069499]},
{"learn":[0.9142857143,0.3482837805],"iteration":34,"passed_time":3.145938705,"remaining_time":41.7960428,"test":[0.3333333333,0.3932520888]},
{"learn":[0.9278350515,0.347266124],"iteration":35,"passed_time":3.23743666,"remaining_time":41.7269614,"test":[0.3333333333,0.3928204481]},
{"learn":[0.9304347826,0.3461889827],"iteration":36,"passed_time":3.328402438,"remaining_time":41.65000888,"test":[0.3684210526,0.3921121691]},
{"learn":[0.9333333333,0.3452881929],"iteration":37,"passed_time":3.420557405,"remaining_time":41.58677687,"test":[0.3333333333,0.3916260851]},
{"learn":[0.9327731092,0.3436992116],"iteration":38,"passed_time":3.515182057,"remaining_time":41.55125457,"test":[0.3333333333,0.3911342231]},
{"learn":[0.9268292683,0.3429076257],"iteration":39,"passed_time":3.605384569,"remaining_time":41.46192254,"test":[0.380952381,0.3904462891]},
{"learn":[0.92,0.3419519488],"iteration":40,"passed_time":3.698595765,"remaining_time":41.40623064,"test":[0.380952381,0.390167806]},
{"learn":[0.9206349206,0.3410037922],"iteration":41,"passed_time":3.788896896,"remaining_time":41.31701854,"test":[0.3846153846,0.3895910102]},
{"learn":[0.9236641221,0.3402700516],"iteration":42,"passed_time":3.879475838,"remaining_time":41.23070833,"test":[0.4137931034,0.3890837131]},
{"learn":[0.928057554,0.3396138301],"iteration":43,"passed_time":3.968922613,"remaining_time":41.13247072,"test":[0.4137931034,0.3885024414]},
{"learn":[0.9416058394,0.3387833599],"iteration":44,"passed_time":4.062382685,"remaining_time":41.0752027,"test":[0.4137931034,0.3879628092]},
{"learn":[0.9432624113,0.337743107],"iteration":45,"passed_time":4.152949311,"remaining_time":40.98780407,"test":[0.4,0.3877528754]},
{"learn":[0.9371069182,0.3372271328],"iteration":46,"passed_time":4.245675297,"remaining_time":40.92108318,"test":[0.3636363636,0.3875401747]},
{"learn":[0.935483871,0.3365873061],"iteration":47,"passed_time":4.337323988,"remaining_time":40.84313422,"test":[0.3513513514,0.3873875597]},
{"learn":[0.9320987654,0.33607568],"iteration":48,"passed_time":4.426951095,"remaining_time":40.74601926,"test":[0.3488372093,0.3871630859]},
{"learn":[0.9272727273,0.3350486856],"iteration":49,"passed_time":4.519590583,"remaining_time":40.67631525,"test":[0.3863636364,0.3873189833]},
{"learn":[0.9226190476,0.3345484646],"iteration":50,"passed_time":4.610351299,"remaining_time":40.58917124,"test":[0.3913043478,0.3872931315]},
{"learn":[0.9341317365,0.3338950944],"iteration":51,"passed_time":4.703144315,"remaining_time":40.51939718,"test":[0.3571428571,0.3872769097]},
{"learn":[0.9281437126,0.3327000884],"iteration":52,"passed_time":4.795113502,"remaining_time":40.44180633,"test":[0.3720930233,0.387190701]},
{"learn":[0.9180327869,0.33217777],"iteration":53,"passed_time":4.891765914,"remaining_time":40.40236292,"test":[0.3617021277,0.3868662923]},
{"learn":[0.9189189189,0.331515846],"iteration":54,"passed_time":4.985078412,"remaining_time":40.33381624,"test":[0.3863636364,0.3872360297]},
{"learn":[0.9206349206,0.3308074105],"iteration":55,"passed_time":5.078761043,"remaining_time":40.2673197,"test":[0.3863636364,0.3871567383]},
{"learn":[0.9214659686,0.3296911354],"iteration":56,"passed_time":5.1728772,"remaining_time":40.20323859,"test":[0.3720930233,0.3870482042]},
{"learn":[0.9162561576,0.3292216726],"iteration":57,"passed_time":5.26435142,"remaining_time":40.11798841,"test":[0.3695652174,0.3868121745]},
{"learn":[0.9099526066,0.3284372505],"iteration":58,"passed_time":5.358146909,"remaining_time":40.04987774,"test":[0.3617021277,0.3867534451]},
{"learn":[0.9107981221,0.3277626383],"iteration":59,"passed_time":5.450250335,"remaining_time":39.96850245,"test":[0.3617021277,0.3865920139]},
{"learn":[0.9128440367,0.3271785541],"iteration":60,"passed_time":5.54264137,"remaining_time":39.88884527,"test":[0.3333333333,0.3864595269]},
{"learn":[0.9132420091,0.3262657177],"iteration":61,"passed_time":5.634435475,"remaining_time":39.80456029,"test":[0.3846153846,0.3865724826]},
{"learn":[0.9144144144,0.3253470717],"iteration":62,"passed_time":5.725619393,"remaining_time":39.71580436,"test":[0.3859649123,0.3864565701]},
{"learn":[0.9196428571,0.3247234974],"iteration":63,"passed_time":5.817205759,"remaining_time":39.62971423,"test":[0.4035087719,0.386326199]},
{"learn":[0.9203539823,0.3235557567],"iteration":64,"passed_time":5.909563563,"remaining_time":39.54861769,"test":[0.4230769231,0.3862506782]},
{"learn":[0.9166666667,0.3228013444],"iteration":65,"passed_time":6.000892563,"remaining_time":39.46041473,"test":[0.4230769231,0.3862313368]},
{"learn":[0.9181034483,0.3222814496],"iteration":66,"passed_time":6.098385127,"remaining_time":39.41195164,"test":[0.4230769231,0.385976888]},
{"learn":[0.9166666667,0.321691948],"iteration":67,"passed_time":6.192261577,"remaining_time":39.33907355,"test":[0.387755102,0.386124566]},
{"learn":[0.9198312236,0.3209086665],"iteration":68,"passed_time":6.29036754,"remaining_time":39.29200594,"test":[0.38,0.3858969184]},
{"learn":[0.9193548387,0.3202570783],"iteration":69,"passed_time":6.387468067,"remaining_time":39.23730384,"test":[0.38,0.3858519151]},
{"learn":[0.9227642276,0.3199307852],"iteration":70,"passed_time":6.480235344,"remaining_time":39.15522482,"test":[0.38,0.3859381239]},
{"learn":[0.9243027888,0.3194535527],"iteration":71,"passed_time":6.573059775,"remaining_time":39.07318866,"test":[0.387755102,0.3860583496]},
{"learn":[0.9221789883,0.3188831547],"iteration":72,"passed_time":6.66448866,"remaining_time":38.98269394,"test":[0.3725490196,0.3857856988]},
{"learn":[0.9227799228,0.3182035527],"iteration":73,"passed_time":6.754729604,"remaining_time":38.88533529,"test":[0.3846153846,0.3859902344]},
{"learn":[0.9236641221,0.317120495],"iteration":74,"passed_time":6.846888188,"remaining_time":38.79903307,"test":[0.3773584906,0.3859985623]},
{"learn":[0.9201520913,0.3168538293],"iteration":75,"passed_time":6.935951973,"remaining_time":38.69531101,"test":[0.3818181818,0.3859373101]},
{"learn":[0.9210526316,0.3163409557],"iteration":76,"passed_time":7.02723699,"remaining_time":38.60417203,"test":[0.3818181818,0.3858856608]},
{"learn":[0.921641791,0.3156599994],"iteration":77,"passed_time":7.122336557,"remaining_time":38.53366701,"test":[0.3818181818,0.386057373]},
{"learn":[0.9239130435,0.3152008368],"iteration":78,"passed_time":7.213390385,"remaining_time":38.44097914,"test":[0.4032258065,0.3860869683]},
{"learn":[0.9241877256,0.3143367929],"iteration":79,"passed_time":7.306290029,"remaining_time":38.35802265,"test":[0.393442623,0.3860341254]},
{"learn":[0.9222614841,0.3138722842],"iteration":80,"passed_time":7.39447083,"remaining_time":38.25041084,"test":[0.3870967742,0.3861741265]},
{"learn":[0.9219858156,0.3130961665],"iteration":81,"passed_time":7.490548261,"remaining_time":38.1835265,"test":[0.380952381,0.3866146918]},
{"learn":[0.9195804196,0.3126652315],"iteration":82,"passed_time":7.581114772,"remaining_time":38.08825132,"test":[0.390625,0.3866864692]},
{"learn":[0.9206896552,0.3123047231],"iteration":83,"passed_time":7.672097253,"remaining_time":37.9951483,"test":[0.3823529412,0.3868192817]},
{"learn":[0.9238754325,0.3112267621],"iteration":84,"passed_time":7.767249442,"remaining_time":37.92245316,"test":[0.3880597015,0.3866136882]},
{"learn":[0.9233333333,0.31078542],"iteration":85,"passed_time":7.857622723,"remaining_time":37.82623032,"test":[0.4078947368,0.3865292697]},
{"learn":[0.9248366013,0.310220974],"iteration":86,"passed_time":7.951741756,"remaining_time":37.74792351,"test":[0.4230769231,0.3863948568]},
{"learn":[0.9233226837,0.3097435989],"iteration":87,"passed_time":8.041119236,"remaining_time":37.64705824,"test":[0.4197530864,0.3865127767]},
{"learn":[0.9242902208,0.3090203724],"iteration":88,"passed_time":8.132233142,"remaining_time":37.5544699,"test":[0.4197530864,0.3865546061]},
{"learn":[0.9242902208,0.3086560861],"iteration":89,"passed_time":8.223758518,"remaining_time":37.4637888,"test":[0.4197530864,0.3864517144]},
{"learn":[0.9252336449,0.3080292327],"iteration":90,"passed_time":8.314563822,"remaining_time":37.36985278,"test":[0.4024390244,0.386520752]},
{"learn":[0.9237804878,0.3076218208],"iteration":91,"passed_time":8.405134637,"remaining_time":37.27494491,"test":[0.4,0.3865970052]},
{"learn":[0.9244712991,0.3075668981],"iteration":92,"passed_time":8.431468271,"remaining_time":36.8990063,"test":[0.4,0.3865461155]},
{"learn":[0.9249249249,0.3071175368],"iteration":93,"passed_time":8.526979466,"remaining_time":36.82929429,"test":[0.4,0.3866591254]},
{"learn":[0.9253731343,0.3066006002],"iteration":94,"passed_time":8.621315637,"remaining_time":36.75402982,"test":[0.4022988506,0.3867526584]},
{"learn":[0.9262536873,0.3062844648],"iteration":95,"passed_time":8.713016115,"remaining_time":36.66727615,"test":[0.4175824176,0.3869412435]},
{"learn":[0.9237536657,0.3059603815],"iteration":96,"passed_time":8.803271277,"remaining_time":36.57441572,"test":[0.4222222222,0.3870782606]},
{"learn":[0.9217391304,0.3052842011],"iteration":97,"passed_time":8.896346597,"remaining_time":36.49317686,"test":[0.4183673469,0.3872464464]},
{"learn":[0.9340974212,0.3046106937],"iteration":98,"passed_time":8.990842118,"remaining_time":36.41745141,"test":[0.4183673469,0.3871889377]},
{"learn":[0.9344729345,0.3043589259],"iteration":99,"passed_time":9.086754258,"remaining_time":36.34701703,"test":[0.4329896907,0.387300944]},
{"learn":[0.9355742297,0.3040324903],"iteration":100,"passed_time":9.176603082,"remaining_time":36.25212505,"test":[0.4270833333,0.3874012316]},
{"learn":[0.9364640884,0.3036740491],"iteration":101,"passed_time":9.267603214,"remaining_time":36.16182431,"test":[0.4226804124,0.387583686]},
{"learn":[0.9369863014,0.3032366632],"iteration":102,"passed_time":9.363128189,"remaining_time":36.0889504,"test":[0.4141414141,0.3879282498]},
{"learn":[0.935483871,0.3026225693],"iteration":103,"passed_time":9.470477606,"remaining_time":36.06066473,"test":[0.4141414141,0.3878271484]},
{"learn":[0.932642487,0.3020944058],"iteration":104,"passed_time":9.563129108,"remaining_time":35.97558093,"test":[0.387755102,0.387887424]},
{"learn":[0.9333333333,0.3018100978],"iteration":105,"passed_time":9.654341533,"remaining_time":35.88500532,"test":[0.4257425743,0.3880032281]},
{"learn":[0.9335038363,0.3012678918],"iteration":106,"passed_time":9.746438932,"remaining_time":35.79766823,"test":[0.4285714286,0.3881157769]},
{"learn":[0.9248120301,0.3006216497],"iteration":107,"passed_time":9.839507471,"remaining_time":35.71376786,"test":[0.41,0.3882778863]},
{"learn":[0.9259259259,0.3002269617],"iteration":108,"passed_time":9.933260322,"remaining_time":35.632154,"test":[0.40625,0.3884315592]},
{"learn":[0.9270072993,0.2997753193],"iteration":109,"passed_time":10.02626052,"remaining_time":35.54765093,"test":[0.4174757282,0.3883866102]},
{"learn":[0.9270072993,0.2989820227],"iteration":110,"passed_time":10.12042492,"remaining_time":35.46707472,"test":[0.4,0.3882190755]},
{"learn":[0.928057554,0.2985569329],"iteration":111,"passed_time":10.20997195,"remaining_time":35.37025998,"test":[0.4117647059,0.3881155599]},
{"learn":[0.9282296651,0.2982289825],"iteration":112,"passed_time":10.30106981,"remaining_time":35.27888509,"test":[0.4077669903,0.3880919868]},
{"learn":[0.9263657957,0.2976258126],"iteration":113,"passed_time":10.39835662,"remaining_time":35.20847066,"test":[0.4245283019,0.388188151]},
{"learn":[0.9270588235,0.2971854328],"iteration":114,"passed_time":10.48998057,"remaining_time":35.11863062,"test":[0.4509803922,0.3881395128]},
{"learn":[0.9270588235,0.2968307339],"iteration":115,"passed_time":10.58192099,"remaining_time":35.02980742,"test":[0.4347826087,0.3886143934]},
{"learn":[0.9285714286,0.2962460795],"iteration":116,"passed_time":10.67528876,"remaining_time":34.94560338,"test":[0.4226804124,0.388562066]},
{"learn":[0.9292237443,0.2956911496],"iteration":117,"passed_time":10.76617138,"remaining_time":34.85319887,"test":[0.4387755102,0.3886107856]}
]}