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# pls-gelu_new-segformer-b5-scene-parse-150-cvfinal

This model is a fine-tuned version of [nvidia/segformer-b5-finetuned-ade-640-640](https://huggingface.co/nvidia/segformer-b5-finetuned-ade-640-640) on the scene_parse_150 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2164
- Mean Iou: 0.6273
- Mean Accuracy: 0.7469
- Overall Accuracy: 0.9418
- Per Category Iou: [0.8683879067979207, 0.9788583293272919, 0.9606686159999362, 0.9253119820955564, 0.24554577104239197, 0.9673487967886776, 0.9833321641529288, nan, 0.7000025495895161, nan, 0.8421985296271345, 0.8851052596845509, 0.9197815739241791, 0.7674618262096032, 0.42305004736098384, 0.913869625520111, 0.975721673551077, 0.5949040477342364, nan, 0.803040639313907, 0.4342948717948718, nan, 0.9271645968165122, nan, 0.0, nan, nan, 0.9220797131430147, nan, nan, nan, nan, nan, 0.6805356890237193, nan, nan, 0.5646993845668298, 0.7019540200293489, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638235612875257, nan, nan, 0.9697232523826614, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3530150753768844, nan, 0.67655290718671, 0.891948928985966, nan, nan, 0.8260051495345613, 0.0, 0.8613571242511071, nan, nan, 0.7763198302576845, 0.8315092165898618, nan, nan, 0.8692219201003974, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9685960733529126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09368575624082232, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.6827473426001636, nan, nan, nan, 0.9153384747215081, nan, nan, nan, 0.22203716690042075, 0.8228541612314114, 0.0, nan, 0.9069607843137255, 0.7779202841357538, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.9598231577083541, 0.9873972772341073, 0.9962357062595016, 0.9644411307676124, 0.261504907306434, 0.9937295413000042, 0.9923073655794724, nan, 0.7355498104563781, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8381890027459648, 0.42918130405330895, 0.9672163233351274, 0.998369031064481, 0.8503918856615952, nan, 0.8515328970031002, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998156218571907, 0.7033120099050764, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703948703380545, nan, nan, 0.9903279339448794, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.707100731304553, 0.9857917549417871, nan, nan, 0.9196251378169791, nan, 0.8756703078450844, nan, nan, 0.8064207412563077, 0.8360845641471184, nan, nan, 0.8785476454732837, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719450503550379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.7395925597874224, nan, nan, nan, 0.9156523229898851, nan, nan, nan, 0.22287725472943246, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7948188095358096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | Per Category Accuracy                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
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| 0.1696        | 1.0   | 20   | 0.1269          | 0.6721   | 0.7965        | 0.9565           | [0.9135663110592681, 0.9825468483379537, 0.9682754876312698, 0.9110306258322237, 0.19175221854880808, 0.9731929353526031, 0.9846199197072778, nan, 0.8321642999001251, nan, 0.8806729926333758, 0.8467248339627556, 0.9137088054158243, 0.5747675962815405, 0.9107026007030572, 0.8487774294670847, 0.9760582258241872, 0.5338296112489661, nan, 0.7846778120434994, 0.5497866287339972, nan, 0.9038519968940955, nan, 0.0, nan, nan, 0.8968909926766707, nan, nan, nan, nan, nan, 0.6853492960572518, nan, nan, 0.6837282780410743, 0.9318723684878, 0.0, nan, nan, 0.0, 0.0, 0.4291920069504778, nan, nan, nan, 0.8979626711223346, nan, nan, 0.9895701866865907, nan, 0.09646256570535587, nan, nan, nan, nan, nan, nan, 0.34575260804769004, nan, 0.8046462080550661, 0.7515476138209597, nan, nan, 0.8324633113365508, nan, 0.7898716370669949, nan, nan, 0.8725899260956121, 0.8209644816632977, nan, nan, 0.8700244109002142, nan, nan, nan, nan, nan, nan, 0.7378111148994204, 0.0, nan, 0.9809370339259081, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7434462444771723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9083719135802469, 0.271036315323295, nan, nan, nan, 0.9814439090371122, nan, nan, nan, 0.470176038284054, 0.8237577639751553, 0.0, nan, 0.9149274498111707, 0.9366989912772282, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]    | [0.9395206002456757, 0.9891563965395389, 0.990194328772556, 0.9469901930749896, 0.24034896401308614, 0.986183735067806, 0.993109664874865, nan, 0.9710125514044982, nan, 0.9953590238306305, 0.9438234867179561, 0.9632024977698483, 0.5797334404929342, 0.9427527213724224, 0.9936389881098009, 0.9993549152717723, 0.743891194098663, nan, 0.8326558732345849, 0.8926096997690531, nan, 0.978831529687043, nan, nan, nan, nan, 0.9469979458596642, nan, nan, nan, nan, nan, 0.842334566378956, nan, nan, 0.7254441837076768, 0.9476888155179529, nan, nan, nan, 0.0, nan, 0.4391111111111111, nan, nan, nan, 0.9596404366705896, nan, nan, 0.997851783223547, nan, 0.09659980082515293, nan, nan, nan, nan, nan, nan, 0.7675765095119934, nan, 0.9265864590705355, 0.9981535112441446, nan, nan, 0.9318632855567806, nan, 0.8921549155908639, nan, nan, 0.9279334145351198, 0.8233420214306401, nan, nan, 0.9229956133396755, nan, nan, nan, nan, nan, nan, 0.9029835176298769, 0.0, nan, 0.9958636933215761, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7912225705329153, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9924130663856692, 0.271036315323295, nan, nan, nan, 0.9951568661066347, nan, nan, nan, 0.4841179058512978, 0.8352138546313304, nan, nan, 0.9261569416498994, 0.9688019757068697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]          |
| 0.1831        | 2.0   | 40   | 0.1248          | 0.6877   | 0.7875        | 0.9584           | [0.9172140194839473, 0.9821494521728426, 0.9682313648143698, 0.9109209291746041, 0.17895339954163483, 0.9708509835171748, 0.9844951433109828, nan, 0.8506306218224482, nan, 0.8806148748159057, 0.8446081281902177, 0.9194688780768401, 0.6329650565262076, 0.917229910135331, 0.8438263604105136, 0.9748195031586947, 0.5588631012445341, nan, 0.7911402526787142, 0.5737963693764798, nan, 0.9132947976878613, nan, 0.0, nan, nan, 0.9044381750164676, nan, nan, nan, nan, nan, 0.7094443992516066, nan, nan, 0.6580006439150032, 0.891798382078407, 0.0, nan, nan, 0.0, nan, 0.48442622950819675, nan, nan, nan, 0.9011837166778943, nan, nan, 0.9890751724972764, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.413867047891351, nan, 0.797870584351271, 0.8356403928810734, nan, nan, 0.8065164923572004, nan, 0.9018156512937306, nan, nan, 0.868433236199243, 0.6597161888213148, nan, nan, 0.8863738795132455, nan, nan, nan, nan, nan, nan, 0.7635009310986964, 0.0, nan, 0.9807468111370182, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7605790645879733, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9159864622735417, 0.3029229406554473, nan, nan, nan, 0.9808758197588322, nan, nan, nan, 0.3184564917127072, 0.8988336713995944, 0.0, nan, 0.8979420802681813, 0.9294648550546917, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9517911091929219, 0.9877480693536655, 0.9920979575649415, 0.9460120842576154, 0.2043620501635769, 0.9840581558474685, 0.9915852962136192, nan, 0.932340294428891, nan, 0.997757730614799, 0.9487588909856293, 0.9506145306769749, 0.6599691916147612, 0.9470533562280439, 0.9715956353672262, 0.9991693012697823, 0.7660212079299217, nan, 0.8520496038580778, 0.8394919168591224, nan, 0.9762357414448669, nan, nan, nan, nan, 0.9521267548507805, nan, nan, nan, nan, nan, 0.8961364570489108, nan, nan, 0.6851324170298357, 0.9241642591828312, nan, nan, nan, 0.0, nan, 0.5253333333333333, nan, nan, nan, 0.9500629032912625, nan, nan, 0.998248846987915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47890818858560796, nan, 0.9121962727058268, 0.993838558572567, nan, nan, 0.8842337375964718, nan, 0.9437272426348892, nan, nan, 0.9247723449915898, 0.6597161888213148, nan, nan, 0.9354685270334548, nan, nan, nan, nan, nan, nan, 0.9409555601919466, 0.0, nan, 0.9955852322829164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8564263322884013, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9696522655426765, 0.3029229406554473, nan, nan, nan, 0.9936139207954741, nan, nan, nan, 0.3245930488341399, 0.9302020467069011, nan, nan, 0.9701207243460764, 0.9550425885792047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.1655        | 3.0   | 60   | 0.1231          | 0.6705   | 0.7841        | 0.9596           | [0.9221210104613091, 0.9816427249944908, 0.9677609064133385, 0.9226247972768263, 0.19513746554526823, 0.9743198629278281, 0.9845204417929398, nan, 0.8511589973621501, nan, 0.8628781623001276, 0.8811161328355276, 0.9250584327715586, 0.7086342637777344, 0.9107951953778318, 0.8539530693663936, 0.9754312970860514, 0.5834205933682374, nan, 0.812015204425353, 0.5976430976430976, nan, 0.9110754852133575, nan, 0.0, nan, nan, 0.9237793817786062, nan, nan, nan, nan, nan, 0.6821855650612091, nan, nan, 0.6447014743015395, 0.8380763962867144, 0.0, nan, nan, 0.0, nan, 0.43739279588336194, nan, nan, nan, 0.9041428489494714, nan, nan, 0.9903678023832867, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2640877246420956, nan, 0.7678006007956483, 0.8654748913024649, nan, nan, 0.8087059520284275, 0.0, 0.8869372225745086, nan, nan, 0.8887636123638764, 0.6017955401100492, nan, nan, 0.8746488225979465, nan, nan, nan, nan, nan, nan, 0.7643256464011181, 0.0, nan, 0.9818548387096774, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6197695573074591, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9088738559490649, 0.39681133746678476, nan, nan, nan, 0.9860363822700486, nan, nan, nan, 0.3377597654565836, 0.8339788277820811, 0.0, nan, 0.9108986615678776, 0.9245089416593374, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9583933689673871, 0.9881246550114265, 0.9925226386410205, 0.955398237927738, 0.20072700836059615, 0.9911363346511924, 0.995332505863864, nan, 0.8947128715523823, nan, 0.9989744659401019, 0.976339091304979, 0.9316830211121023, 0.7294220079030206, 0.9436664093637266, 0.9740421784019181, 0.9987189591010197, 0.7706316274781005, nan, 0.905132621426111, 0.8198614318706697, nan, 0.976528224627084, nan, nan, nan, nan, 0.9661786447907262, nan, nan, nan, nan, nan, 0.8898273736128237, nan, nan, 0.6633422728796513, 0.8523008666941808, nan, nan, nan, 0.0, nan, 0.4533333333333333, nan, nan, nan, 0.9596404366705896, nan, nan, 0.9976074362916281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.71712158808933, nan, 0.8923802783675395, 0.9711170285136738, nan, nan, 0.9033076074972437, nan, 0.9259847732538894, nan, nan, 0.9372716199756395, 0.6017955401100492, nan, nan, 0.9049733100787485, nan, nan, nan, nan, nan, nan, 0.9127894846651367, 0.0, nan, 0.9944771893999165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6407523510971787, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9626975763962066, 0.39681133746678476, nan, nan, nan, 0.989670838333619, nan, nan, nan, 0.3446546414430268, 0.8475465757019155, nan, nan, 0.9585513078470825, 0.9536313693866236, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0718        | 4.0   | 80   | 0.1275          | 0.6694   | 0.7799        | 0.9578           | [0.9134590136447185, 0.9805005224446312, 0.9674485399712781, 0.9272321143206176, 0.1936352682684811, 0.9758118795221269, 0.9829411626981339, nan, 0.7762653374233128, nan, 0.8531686534150795, 0.8562648056853832, 0.9227758357540249, 0.7198100407055631, 0.9047094838116206, 0.8656481542193954, 0.9754753072280017, 0.6145045211293597, nan, 0.8196726471514006, 0.6182634730538922, nan, 0.9099145124484861, nan, 0.0, nan, nan, 0.9272715831865089, nan, nan, nan, nan, nan, 0.6974777804467932, nan, nan, 0.6408289817232375, 0.8422032860495969, 0.0, nan, nan, 0.0, nan, 0.36837455830388693, nan, nan, nan, 0.907118591723286, nan, nan, 0.9878809247972599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3781369629944704, nan, 0.7633354551241247, 0.8615868996081518, nan, nan, 0.8135490394337714, nan, 0.8868760840238967, nan, nan, 0.8970246078887582, 0.6938893715609615, nan, nan, 0.8847610275304473, nan, nan, nan, nan, nan, nan, 0.7708590580349268, 0.0, nan, 0.9818040792875611, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47213622291021673, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9172468669186393, 0.44729849424269263, nan, nan, nan, 0.9738002482983005, nan, nan, nan, 0.2739821771798008, 0.8330749354005168, 0.0, nan, 0.8943535514764565, 0.9158023483365949, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan]               | [0.9585936721888384, 0.9875262449251213, 0.9952045739969595, 0.9637250812937611, 0.19861868411486733, 0.9861412234833993, 0.990660292320108, nan, 0.8135640898557325, nan, 0.9989744659401019, 0.9706778922920598, 0.9288581623550402, 0.7816623133078829, 0.9450999543156005, 0.9689778343201056, 0.9977726319761197, 0.7676348547717843, nan, 0.897037547364795, 0.953810623556582, nan, 0.9767475870137468, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.8950678175092478, nan, nan, 0.6582299698290311, 0.8515012381345439, nan, nan, nan, 0.0, nan, 0.37066666666666664, nan, nan, nan, 0.9536138955399537, nan, nan, 0.9983812015760377, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7353184449958643, nan, 0.848690728945506, 0.9786779140508076, nan, nan, 0.8871003307607497, nan, 0.9140019860973188, nan, nan, 0.9503799083579839, 0.6938893715609615, nan, nan, 0.9137994820569737, nan, nan, nan, nan, nan, nan, 0.9117462966826622, 0.0, nan, 0.9913387014433563, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4780564263322884, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9717597471022128, 0.44729849424269263, nan, nan, nan, 0.9749271386936397, nan, nan, nan, 0.27593488781346237, 0.845972185778011, nan, nan, 0.9019114688128773, 0.9434504309258606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.057         | 5.0   | 100  | 0.1223          | 0.6828   | 0.8014        | 0.9605           | [0.9193184823800646, 0.981836786902021, 0.9689497069084484, 0.9294765194155438, 0.23046092184368738, 0.9760735423750158, 0.9862067671289433, nan, 0.8376392393378054, nan, 0.8520365012241264, 0.8994833255049319, 0.9332927423283001, 0.7228494293778378, 0.8926405115486897, 0.8837394419139433, 0.9753755181481867, 0.6558861578266494, nan, 0.8289918536883795, 0.5458064516129032, nan, 0.9126838235294118, nan, 0.0, nan, nan, 0.9274671217749222, nan, nan, nan, nan, nan, 0.7073408665962116, nan, nan, 0.6886927480916031, 0.8975832822399346, 0.0, nan, nan, 0.0, nan, 0.38461538461538464, nan, nan, nan, 0.9081566503965833, nan, nan, 0.9903408460086599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3347532836350728, nan, 0.774993735905788, 0.8439532503549143, nan, nan, 0.8356548752379998, nan, 0.876711448222665, nan, nan, 0.8803390576838397, 0.8221836084564147, nan, nan, 0.8849562028926462, nan, nan, nan, nan, nan, nan, 0.7531624500665779, 0.011428571428571429, nan, 0.9824606699025784, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5642216032188178, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9169781625024592, 0.5326855123674912, nan, nan, nan, 0.9834111158252016, nan, nan, nan, 0.3407927834157342, 0.8794125225457357, 0.0, nan, 0.9138204924543288, 0.9362483474514028, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9500702721246528, 0.989955996223826, 0.9931654438495604, 0.9654746042350266, 0.242457288258815, 0.9885218722101773, 0.9920572369756149, nan, 0.9116043561544747, nan, 0.9981227512123898, 0.9729278560023226, 0.9495737932401626, 0.7890295358649789, 0.9412246569731723, 0.9778343201056907, 0.9988102446757688, 0.818118948824343, nan, 0.8868756458835687, 0.976905311778291, nan, 0.9802208248025739, nan, nan, nan, nan, 0.9669898339678926, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.7258632249413343, 0.9062886917044986, nan, nan, nan, 0.0, nan, 0.38666666666666666, nan, nan, nan, 0.9664989245566332, nan, nan, 0.9989717066615083, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7799834574028123, nan, 0.875583864118896, 0.9937025015063461, nan, nan, 0.9194046306504962, nan, 0.9029460443561734, nan, nan, 0.9276724087929934, 0.8221836084564147, nan, nan, 0.9183975476983246, nan, nan, nan, nan, nan, nan, 0.94408512413937, 0.011428571428571429, nan, 0.9933923516034715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5714733542319749, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9822971548998947, 0.5341009743135519, nan, nan, nan, 0.9934424824275673, nan, nan, nan, 0.3457105147382314, 0.8955654683810024, nan, nan, 0.9259557344064386, 0.9637115064764881, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]        |
| 0.2005        | 6.0   | 120  | 0.1255          | 0.6920   | 0.7891        | 0.9586           | [0.9141637117526288, 0.9814688768225341, 0.9678978992516648, 0.9243459816167806, 0.20678252304228523, 0.9762269134818976, 0.9853861525802281, nan, 0.793087864217834, nan, 0.8462842069585464, 0.8530493216685685, 0.9107916787055764, 0.7200271638473885, 0.8999953744391508, 0.9035813932214243, 0.9753916185314602, 0.6227132765803296, nan, 0.8113679966182161, 0.6070656092285508, nan, 0.9208300245140352, nan, 0.0, nan, nan, 0.9204013633126462, nan, nan, nan, nan, nan, 0.7021100406083287, nan, nan, 0.6512574265483845, 0.8478788343166552, 0.0, nan, nan, 0.0, nan, 0.39649122807017545, nan, nan, nan, 0.9120626151012892, nan, nan, 0.9911723413496015, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4045839561534629, nan, 0.7582771876162526, 0.8781596528686548, nan, nan, 0.7914745363254432, nan, 0.8845375628222701, nan, nan, 0.8753745910428065, 0.8166811468288445, nan, nan, 0.8800826659777835, nan, nan, nan, nan, nan, nan, 0.7718996908278942, 0.0, nan, 0.9818009913187978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6230051189400783, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9111599121581154, 0.42604074402125774, nan, nan, nan, 0.9832710597826086, nan, nan, nan, 0.36163905841325195, 0.851421188630491, 0.0, nan, 0.9150119142176331, 0.9367415566060724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9569082478448038, 0.9893369513069585, 0.9934116597263534, 0.9698927033082224, 0.21366775717920755, 0.9898184755345831, 0.9890320966912233, nan, 0.8462486437249676, nan, 0.998209660878483, 0.9766294092030774, 0.9373327386262266, 0.7811265153037305, 0.919532443800312, 0.9666291530068014, 0.998877187430585, 0.7925311203319502, nan, 0.8595246296934206, 0.9722863741339491, nan, 0.9750658087159988, nan, nan, nan, nan, 0.9469063599848229, nan, nan, nan, nan, nan, 0.9060624743115495, nan, nan, 0.67063359034529, 0.8562990094923648, nan, nan, nan, 0.0, nan, 0.4017777777777778, nan, nan, nan, 0.9647335741244267, nan, nan, 0.9991040612496309, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6716294458229942, nan, 0.8655343241330502, 0.9912729110381154, nan, nan, 0.8515986769570011, nan, 0.8971863621317444, nan, nan, 0.923380314366916, 0.8166811468288445, nan, nan, 0.9002695417789758, nan, nan, nan, nan, nan, nan, 0.9376173586480284, 0.0, nan, 0.9939840813106233, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6485893416927899, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.961854583772392, 0.42604074402125774, nan, nan, nan, 0.9925424309960569, nan, nan, nan, 0.36498020237571493, 0.8646024665442141, nan, nan, 0.9271629778672033, 0.9687515750214203, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.1192        | 7.0   | 140  | 0.1288          | 0.6815   | 0.8008        | 0.9574           | [0.9089693791915155, 0.9816031335603287, 0.9677454172298304, 0.9303264809989413, 0.23104916231804448, 0.9677582394440349, 0.9849904869283349, nan, 0.8156871057028152, nan, 0.8333091542144204, 0.8777474313955, 0.9190563951345374, 0.7456661413504667, 0.8790098586820498, 0.8848610738854641, 0.9755307322351094, 0.6229286438958404, nan, 0.801372566882269, 0.5059952038369304, nan, 0.9138001638001638, nan, 0.0, nan, nan, 0.9294357648788029, nan, nan, nan, nan, nan, 0.6956918349710335, nan, nan, 0.6630796012027219, 0.8462833099579242, 0.0, nan, nan, 0.0, nan, 0.43287435456110157, nan, nan, nan, 0.8963680206366712, nan, nan, 0.992072720654405, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.27767527675276754, nan, 0.7706770086839221, 0.8808678568966706, nan, nan, 0.8125062331704398, 0.0, 0.909853249475891, nan, nan, 0.8780698094840773, 0.8591264101822389, nan, nan, 0.88533264834318, nan, nan, nan, nan, nan, nan, 0.7501209872560091, 0.022857142857142857, nan, 0.9813980417784504, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6667617689015692, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.917906008328376, 0.6247863247863248, nan, nan, nan, 0.9831460674157303, nan, nan, nan, 0.3229048326487809, 0.8598347960764068, 0.0, nan, 0.9109728836621634, 0.9193343743900059, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]      | [0.9480982260438454, 0.9889861591874004, 0.9926746645515235, 0.9633116919067954, 0.24463831334060343, 0.9767886749139141, 0.9895181956760788, nan, 0.8763612982733446, nan, 0.9984182440771062, 0.9796777471331107, 0.9267766874814154, 0.8239233808854062, 0.907355188329999, 0.9692469540539218, 0.9986337592312537, 0.8492392807745505, nan, 0.9090595935239407, 0.9745958429561201, nan, 0.9790143316759287, nan, nan, nan, nan, 0.9597152987662074, nan, nan, nan, nan, nan, 0.8933621043978627, nan, nan, 0.7023131076097888, 0.8560410647957079, nan, nan, nan, 0.0, nan, 0.4471111111111111, nan, nan, nan, 0.9730327502942251, nan, nan, 0.9989208010506918, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49793217535153017, nan, 0.8625619249823071, 0.9935081342688876, nan, nan, 0.8982359426681367, nan, 0.948162859980139, nan, nan, 0.9155791427411403, 0.8601216333622936, nan, nan, 0.9107869562919507, nan, nan, nan, nan, nan, nan, 0.9701648237012309, 0.022857142857142857, nan, 0.9931719032811992, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7326018808777429, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9755532139093783, 0.6474756421612046, nan, nan, nan, 0.9900565746614092, nan, nan, nan, 0.3251209854817422, 0.874048806087641, nan, nan, 0.9429577464788732, 0.9494985131797793, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]   |
| 0.1854        | 8.0   | 160  | 0.1337          | 0.6623   | 0.7851        | 0.9570           | [0.9085535305122869, 0.9805941628799328, 0.9668668800421186, 0.9271276614623447, 0.19211718086611945, 0.9767836919592299, 0.9850584982714825, nan, 0.7731339532545866, nan, 0.8332463541213649, 0.8907280400949618, 0.917941754164747, 0.7535005289688219, 0.8452615992102666, 0.8889638879514006, 0.9756129469621736, 0.6255475731557736, nan, 0.8096370061034373, 0.5261669024045261, nan, 0.9182253453205195, nan, 0.0, nan, nan, 0.9221284962262954, nan, nan, nan, nan, nan, 0.7017870498559857, nan, nan, 0.6359798668615035, 0.8380818414322251, 0.0, nan, nan, 0.0, 0.0, 0.36977777777777776, nan, nan, nan, 0.9017427543095283, nan, nan, 0.9924761779388981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3242506811989101, nan, 0.7699065014133507, 0.8732956775481647, nan, nan, 0.8205051112447385, 0.0, 0.8839674796747967, nan, nan, 0.8889593209127991, 0.7998841587025775, nan, nan, 0.8776102388724805, nan, nan, nan, nan, nan, nan, 0.7707325212748206, 0.0, nan, 0.9810676009181437, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5662437297137799, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9245663574021783, 0.552212389380531, nan, nan, nan, 0.9841174707821396, nan, nan, nan, 0.37336928161419375, 0.8342827550491974, 0.0, nan, 0.8989591516103692, 0.9194301154507492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9566039197459137, 0.9874333881875913, 0.9953731244629519, 0.9641606165407428, 0.19738276990185388, 0.9899885218722102, 0.9937798207568986, nan, 0.8241597792453083, nan, 0.9990961394726321, 0.9803309624038322, 0.9380265635841015, 0.8109302792847096, 0.8632776193701854, 0.9666291530068014, 0.9984329309668055, 0.8229598893499308, nan, 0.8682053048570444, 0.859122401847575, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9511323939239313, nan, nan, nan, nan, nan, 0.9063090834360872, nan, nan, 0.6565538048944016, 0.8452589764754437, nan, nan, nan, 0.0, nan, 0.36977777777777776, nan, nan, nan, 0.9659307657968427, nan, nan, 0.997851783223547, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5905707196029777, nan, 0.8352913422977117, 0.9946937744173842, nan, nan, 0.902646085997795, nan, 0.8997682886461437, nan, nan, 0.9354155791427411, 0.7998841587025775, nan, nan, 0.8951429628455155, nan, nan, nan, nan, nan, nan, 0.9636970582098894, 0.0, nan, 0.9893372627279899, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6015673981191223, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9660695468914647, 0.5527015057573074, nan, nan, nan, 0.9852563003600205, nan, nan, nan, 0.3777386713594369, 0.8454473891367095, nan, nan, 0.9210261569416499, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0497        | 9.0   | 180  | 0.1374          | 0.6811   | 0.7752        | 0.9544           | [0.9061191306731705, 0.9804929498141455, 0.9665625005015706, 0.9217829755943836, 0.19935605044271532, 0.9776373867748887, 0.9847366451492188, nan, 0.7842245787259767, nan, 0.8318252233209307, 0.8754978128876412, 0.8422433730652908, 0.6911464968152866, 0.8022316749892116, 0.9219443133553563, 0.9754015303469281, 0.6882621951219512, nan, 0.7061451404745359, 0.5472242249459265, nan, 0.9142339509126957, nan, 0.0, nan, nan, 0.9269148882242612, nan, nan, nan, nan, nan, 0.6958353202988397, nan, nan, 0.6682072488445634, 0.8635629502397005, 0.0, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9046854696934954, nan, nan, 0.990430235610022, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4017515051997811, nan, 0.7548851559821734, 0.8565323361490434, nan, nan, 0.8095578474420504, nan, 0.8202879581151833, nan, nan, 0.8817042880148483, 0.807413843035042, nan, nan, 0.8848767833981842, nan, nan, nan, nan, nan, nan, 0.7757198181512039, 0.0, nan, 0.9805697320498731, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5213649851632047, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9222266881028939, 0.503985828166519, nan, nan, nan, 0.9854170220023879, nan, nan, nan, 0.3745854424855996, 0.8313440581214323, 0.0, nan, 0.8876404494382022, 0.8117103387247431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9546694996846055, 0.9879131479981635, 0.9951252561306101, 0.9716569901561652, 0.21606688476917485, 0.9933681928325468, 0.9935155339301811, nan, 0.8341124938046696, nan, 0.9986789730753854, 0.9732907533749455, 0.9384973733769452, 0.7267430178822584, 0.8199877124718411, 0.9559132945148505, 0.9988072018232772, 0.8326417704011065, nan, 0.7350671718911471, 0.8764434180138568, nan, 0.9778078385492834, nan, nan, nan, nan, 0.9569546388245607, nan, nan, nan, nan, nan, 0.8996095355528154, nan, nan, 0.6906637613141133, 0.8688867106892282, nan, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9606752972687796, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6071133167907361, nan, 0.8311394196744515, 0.9972594219518358, nan, nan, 0.874090407938258, nan, 0.8297914597815294, nan, nan, 0.9368076097674148, 0.807413843035042, nan, nan, 0.9014322710216162, nan, nan, nan, nan, nan, nan, 0.9611934070519508, 0.0, nan, 0.9886759177611733, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5507836990595611, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9671232876712329, 0.503985828166519, nan, nan, nan, 0.990485170581176, nan, nan, nan, 0.3776506819181698, 0.8407242193649961, nan, nan, 0.8980885311871227, 0.8321657174537573, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0527        | 10.0  | 200  | 0.1349          | 0.6822   | 0.7807        | 0.9552           | [0.9047732197251211, 0.9805054964167148, 0.9672752890312868, 0.9238989015676655, 0.2471037299939731, 0.9780733964204033, 0.9846066001132625, nan, 0.792802562227322, nan, 0.8394029327056622, 0.8701273388773388, 0.9035934664246824, 0.7192541904702116, 0.8132881669104627, 0.885600607984264, 0.9754204552207761, 0.6150149154789526, nan, 0.8072981515180538, 0.5448480355819125, nan, 0.9209389152003319, nan, 0.0, nan, nan, 0.9246293981068048, nan, nan, nan, nan, nan, 0.701697148918389, nan, nan, 0.6350004052849153, 0.8234721082854799, 0.0, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9026010904134484, nan, nan, 0.9899655095907541, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2, nan, 0.7552659688100833, 0.8614611688006183, nan, nan, 0.8352112676056338, nan, 0.8818105071757907, nan, nan, 0.8621213796152996, 0.8039386041123661, nan, nan, 0.8887564766839379, nan, nan, nan, nan, nan, nan, 0.7758359939505965, 0.0, nan, 0.9810498476398551, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5239477503628447, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9265684890054469, 0.6085836909871245, nan, nan, nan, 0.9858134878370894, nan, nan, nan, 0.31040533426917005, 0.8357512953367876, 0.0, nan, 0.8997545409916544, 0.850223950386376, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9565386275356064, 0.9888210805429024, 0.9937636327582788, 0.959292218313888, 0.2682660850599782, 0.9908174977681418, 0.9928406586405274, nan, 0.8422166557271643, nan, 0.9980010776798596, 0.9720569023080273, 0.9252899197145406, 0.7673297166968053, 0.8320704484947778, 0.9693203503449626, 0.9988711017256017, 0.8554633471645919, nan, 0.8710644161212538, 0.848729792147806, nan, 0.973968996782685, nan, nan, nan, nan, 0.9482801481074433, nan, nan, nan, nan, nan, 0.8972667488697081, nan, nan, 0.6565538048944016, 0.8285699546017334, nan, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9674729110019885, nan, nan, 0.9994094949145295, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4987593052109181, nan, 0.8340174569473933, 0.9965013897257479, nan, nan, 0.9153252480705623, nan, 0.8989738497186363, nan, nan, 0.9046749028478627, 0.8039386041123661, nan, nan, 0.9065588499550764, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.9898941848053093, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5658307210031348, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9679662802950474, 0.6279893711248893, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.31130664320281565, 0.8464969824193125, nan, nan, 0.9219315895372233, 0.8706214404515902, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0863        | 11.0  | 220  | 0.1323          | 0.6724   | 0.7847        | 0.9565           | [0.9088812676142436, 0.9804307686012552, 0.9673152777509668, 0.9204542667222645, 0.26300287837204633, 0.9767924528301887, 0.9848225008294353, nan, 0.8024854574299313, nan, 0.8438840886381003, 0.8873749341758821, 0.9001742413242341, 0.7515919704045121, 0.824581300686698, 0.8946577743381968, 0.9754903126114347, 0.5881350681536555, nan, 0.7986862442040186, 0.5450236966824644, nan, 0.9232316227461859, nan, 0.0, nan, nan, 0.9237923907218862, nan, nan, nan, nan, nan, 0.6994724189671028, nan, nan, 0.6091535034426894, 0.9024227833837013, 0.0, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.8985278060167928, nan, nan, 0.9914310543440916, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2255873195584489, nan, 0.7614280652019844, 0.8649657221978319, nan, nan, 0.7894577706107639, 0.0, 0.8777562862669246, nan, nan, 0.8596559163578027, 0.8492476851851852, nan, nan, 0.8881897134536377, nan, nan, nan, nan, nan, nan, 0.7910525403155887, 0.0, nan, 0.9808042981805213, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4699420201403723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9249697458652683, 0.6246786632390745, nan, nan, nan, 0.9832361826149854, nan, nan, nan, 0.33765551077623973, 0.8639297702039762, 0.0, nan, 0.8785, 0.9046939578823067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           | [0.95431979903279, 0.9888468740811052, 0.9936512657809505, 0.9695531334546434, 0.2856415848782261, 0.990371126131871, 0.9946293141284905, nan, 0.8537500167441362, nan, 0.998209660878483, 0.9784438960661925, 0.9217216770740411, 0.8300180831826401, 0.8361032782494998, 0.9616137397856829, 0.9988832731355682, 0.8752881512217612, nan, 0.8544264553909748, 0.7967667436489607, nan, 0.9734571512138052, nan, nan, nan, nan, 0.947325038269812, nan, nan, nan, nan, nan, 0.8909576654336211, nan, nan, 0.6302380154207174, 0.9088939331407346, nan, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6592224979321754, nan, 0.8110403397027601, 0.9956461738809307, nan, nan, 0.8636163175303198, nan, 0.9012909632571996, nan, nan, 0.9013398294762485, 0.8499855198378222, nan, nan, 0.9026478515934676, nan, nan, nan, nan, nan, nan, 0.9518047152096808, 0.0, nan, 0.9891400194922727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4827586206896552, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.966491043203372, 0.645704162976085, nan, nan, nan, 0.9904423109891994, nan, nan, nan, 0.3391113066432028, 0.8779847808974023, nan, nan, 0.8838028169014085, 0.9267174033566856, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.043         | 12.0  | 240  | 0.1393          | 0.6661   | 0.7837        | 0.9533           | [0.9014413061660922, 0.9811649361492872, 0.9664163758924039, 0.924232711525175, 0.273640547021842, 0.9735057890893919, 0.9865320023487962, nan, 0.767530276707707, nan, 0.8387059098341509, 0.8958402222075259, 0.8963577421815409, 0.7501213297743267, 0.8163957268927079, 0.8820418231516256, 0.9755058984340178, 0.5621336459554513, nan, 0.796961635845005, 0.5044937088076693, nan, 0.9185123852894501, nan, 0.0, nan, nan, 0.9235428571428571, nan, nan, nan, nan, nan, 0.6883727839952462, nan, nan, 0.6024340770791075, 0.7991688684811328, 0.0, nan, nan, 0.0, nan, 0.3422222222222222, nan, nan, nan, 0.869218356209091, nan, nan, 0.9920797086789399, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.12383823160010048, nan, 0.7371143057503506, 0.8368707416303123, nan, nan, 0.8098535019064821, 0.0, 0.8706979120107273, nan, nan, 0.8052785923753666, 0.8302924992759919, nan, nan, 0.8892681665373675, nan, nan, nan, nan, nan, nan, 0.7928973877411645, 0.0, nan, 0.9797860580798194, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5688282138794084, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.931265206812652, 0.6264020707506471, nan, nan, nan, 0.9830046428419305, nan, nan, nan, 0.383043743997206, 0.8563322156306422, 0.0, nan, 0.8939216832261835, 0.8905073569214114, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9553534079213838, 0.9881194963037859, 0.9940693370348338, 0.9578785742495322, 0.3069429298436932, 0.9919015431705139, 0.9911133554516237, nan, 0.8166851968440652, nan, 0.9985572995428551, 0.9831615619102918, 0.9318069184260085, 0.8281427901681067, 0.8306841632665921, 0.9710573958995938, 0.9989289159229428, 0.88427846934071, nan, 0.8565621770582157, 0.9722863741339491, nan, 0.973384030418251, nan, nan, nan, nan, 0.9515641559053264, nan, nan, nan, nan, nan, 0.8570283600493218, nan, nan, 0.622276231981227, 0.8036009079653322, nan, nan, nan, 0.0, nan, 0.3422222222222222, nan, nan, nan, 0.972768962298608, nan, nan, 0.9985339184084869, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4077750206782465, nan, 0.7934890304317056, 0.9955295535384555, nan, nan, 0.8898566703417861, nan, 0.9027474346242966, nan, nan, 0.8361753958587089, 0.8302924992759919, nan, nan, 0.9087257544527245, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9872662087529587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6269592476489029, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9679662802950474, 0.6430469441984057, nan, nan, nan, 0.9891136636379222, nan, nan, nan, 0.38600967883853937, 0.8711624245604828, nan, nan, 0.9232394366197183, 0.912050803890933, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0536        | 13.0  | 260  | 0.1349          | 0.6693   | 0.7833        | 0.9545           | [0.902571993844801, 0.9807080869364873, 0.966127417636716, 0.9237210809820576, 0.24345104443083623, 0.9753535100361342, 0.9849112994270884, nan, 0.7801327821620945, nan, 0.8324874568602999, 0.8817730816313382, 0.9049134480929649, 0.7376988984088128, 0.8023112480739599, 0.9125772154224172, 0.9757444707505979, 0.6039619651347068, nan, 0.8075660567454256, 0.5171743357096565, nan, 0.9210162938414802, nan, 0.0, nan, nan, 0.9273677136299658, nan, nan, nan, nan, nan, 0.7077478596170185, nan, nan, 0.6307704680714171, 0.7653522283836517, 0.0, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.867815883822837, nan, nan, 0.9921400825443069, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.18745595489781536, nan, 0.7296402752373486, 0.8802124650777774, nan, nan, 0.8099207155926001, 0.0, 0.9040680807169106, nan, nan, 0.8183563320721122, 0.8163915435852882, nan, nan, 0.8912886225069753, nan, nan, nan, nan, nan, nan, 0.7700753851196329, 0.0, nan, 0.9794019244833205, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5689309257666954, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9284418464019351, 0.567922874671341, nan, nan, nan, 0.9836797143950019, nan, nan, nan, 0.38771945148047865, 0.8592783505154639, 0.0, nan, 0.909260899517764, 0.9199685380001966, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9541715082500581, 0.9881349724267077, 0.9951450855971974, 0.9677777736766926, 0.26012359142130137, 0.992581728521022, 0.9922554520956529, nan, 0.8342330515853348, nan, 0.9978967860805479, 0.9933226883437364, 0.9300723560313212, 0.8073136427566807, 0.82027127081397, 0.9722562019865929, 0.9982290598498657, 0.8785154449054864, nan, 0.8559421288322425, 0.9214780600461894, nan, 0.9754314126937701, nan, nan, nan, nan, 0.9568761366461253, nan, nan, nan, nan, nan, 0.8901972872996301, nan, nan, 0.6573080791149849, 0.7689847296739579, nan, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9985542806528136, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4400330851943755, nan, 0.7904694503420618, 0.9920503799879492, nan, nan, 0.8785005512679162, nan, 0.9283680900364117, nan, nan, 0.8530537671828781, 0.8163915435852882, nan, nan, 0.9116854288885365, nan, nan, nan, nan, nan, nan, 0.9803880659294805, 0.0, nan, 0.9866802803174456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.622257053291536, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9707060063224446, 0.5739592559787422, nan, nan, nan, 0.99198525630036, nan, nan, nan, 0.3905851297844259, 0.8748360010495932, nan, nan, 0.929476861167002, 0.9431984274986139, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0344        | 14.0  | 280  | 0.1332          | 0.6693   | 0.7818        | 0.9566           | [0.9119672761967013, 0.9796266852080021, 0.9657191426578249, 0.9182622224714061, 0.2288135593220339, 0.9752718015066464, 0.9849055896195459, nan, 0.8375776051154318, nan, 0.844739590227831, 0.876332348786439, 0.8758423811306627, 0.7382024551230646, 0.8335651152728846, 0.9270944361543381, 0.9755878619984484, 0.6142244800762026, nan, 0.7727436645575845, 0.5483870967741935, nan, 0.92206709731194, nan, 0.0, nan, nan, 0.9279921045639163, nan, nan, nan, nan, nan, 0.6977610751934775, nan, nan, 0.63732225595143, 0.772778633795583, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8850847143782983, nan, nan, 0.9921197713823277, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16836445953593662, nan, 0.7312478396128587, 0.8882436765229783, nan, nan, 0.8020975353959098, 0.0, 0.8896403719841322, nan, nan, 0.8574892016162742, 0.8302924992759919, nan, nan, 0.8921056713022799, nan, nan, nan, nan, nan, nan, 0.7772089182493807, 0.0, nan, 0.9787256098965652, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5045097468722723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9274832419256551, 0.5777972027972028, nan, nan, nan, 0.9854683371686696, nan, nan, nan, 0.3876571229050279, 0.8464119772844605, 0.0, nan, 0.8919996014745442, 0.921998031496063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9572966811637507, 0.9884806058386253, 0.9950740300085927, 0.9672204361996228, 0.24143947655398038, 0.9934107044169537, 0.9915664185831394, nan, 0.905388932795735, nan, 0.998296570544576, 0.9905646683118015, 0.9274952919020716, 0.801486839461523, 0.849808598119063, 0.957601409208788, 0.9987189591010197, 0.8918856615952052, nan, 0.8119531519118154, 0.9226327944572749, nan, 0.9706785609827435, nan, nan, nan, nan, 0.9595844618021483, nan, nan, nan, nan, nan, 0.9004932182490752, nan, nan, 0.6686221924237344, 0.7762071811803549, nan, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.9699078771153768, nan, nan, 0.9985237372863237, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.798490209955178, 0.9692316663103268, nan, nan, 0.8432194046306505, nan, 0.9056603773584906, nan, nan, 0.8923786323299112, 0.8302924992759919, nan, nan, 0.9120025368638022, nan, nan, nan, nan, nan, nan, 0.9818485291049447, 0.0, nan, 0.985879704831299, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5435736677115988, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9622760800842992, 0.5854738706820195, nan, nan, nan, 0.9911280644608264, nan, nan, nan, 0.39076110866695996, 0.8604040934138022, nan, nan, 0.9007042253521127, 0.9442568418930497, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0384        | 15.0  | 300  | 0.1342          | 0.6594   | 0.7882        | 0.9562           | [0.9105146901295036, 0.9810211433366764, 0.9668299019623605, 0.9184253617535648, 0.2587855123199138, 0.9735771085091729, 0.9852732658533504, nan, 0.8474465573111608, nan, 0.8363880066435502, 0.8914677568244758, 0.8735052619405574, 0.7328914257656662, 0.8303126064999845, 0.9303995450021328, 0.9750708232121964, 0.6065523103075259, nan, 0.7716514869585088, 0.5160026126714565, nan, 0.9242940603700097, nan, 0.0, nan, nan, 0.9283187629491132, nan, nan, nan, nan, nan, 0.6883581436760962, nan, nan, 0.6422488566472165, 0.7632816716786183, 0.0, nan, nan, 0.0, 0.0, 0.30133333333333334, nan, nan, nan, 0.8895094480126594, nan, nan, 0.991397871200558, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.161164098801663, nan, 0.742745438748914, 0.8759730696402273, nan, nan, 0.8203389830508474, 0.0, 0.8681045751633987, nan, nan, 0.8611303408744774, 0.8291340863017665, nan, nan, 0.8881118881118881, nan, nan, nan, nan, nan, nan, 0.7685489166119501, 0.08, nan, 0.980111330497303, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5389591296677447, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270982234020829, 0.619813717188823, nan, nan, nan, 0.9860241169201925, nan, nan, nan, 0.3790541131217764, 0.863342805476621, 0.0, nan, 0.8965859468042874, 0.928596016719941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9547602447904563, 0.9890222701408843, 0.9937438032916914, 0.9647142630411433, 0.2794620138131588, 0.9915189389108532, 0.9936523967511598, nan, 0.9038082863381244, nan, 0.9978620222141107, 0.981274495572652, 0.9358211913965705, 0.7997454959480276, 0.8443737298949259, 0.9605372608504184, 0.9991480013023408, 0.904794836330106, nan, 0.814261109197382, 0.9122401847575058, nan, 0.9717388125182802, nan, nan, nan, nan, 0.9614161792989755, nan, nan, nan, nan, nan, 0.9056309083436087, nan, nan, 0.6826181696278913, 0.766018365662402, nan, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.9695223408140904, nan, nan, 0.9985440995306503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5450785773366419, nan, 0.8066996933238971, 0.9710975917899279, nan, nan, 0.8804851157662624, nan, 0.8793114862628268, nan, nan, 0.9018618409605011, 0.8291340863017665, nan, nan, 0.906136039321389, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.08, nan, 0.9877361117556969, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5746081504702194, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9567966280295047, 0.6483613817537643, nan, nan, nan, 0.9918138179324533, nan, nan, nan, 0.38152221733391994, 0.8769351876147993, nan, nan, 0.9088531187122736, 0.9517161433395495, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0573        | 16.0  | 320  | 0.1361          | 0.6573   | 0.7823        | 0.9554           | [0.9072688230754288, 0.9810017359599756, 0.9664116718356255, 0.9202804621442848, 0.26152398871119475, 0.968416259624141, 0.9833104848708867, nan, 0.8222330193850601, nan, 0.8349297248586504, 0.8775877587758776, 0.8863429756882124, 0.7335483470818086, 0.8202727836329821, 0.9230231093906677, 0.975534014050186, 0.6412533512064343, nan, 0.7748394783875024, 0.53125, nan, 0.9250706387135034, nan, 0.0, nan, nan, 0.9266868484717983, nan, nan, nan, nan, nan, 0.6878038140346504, nan, nan, 0.6410256410256411, 0.7351459703947368, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8998318247954499, nan, nan, 0.9907633409967894, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16202326210440898, nan, 0.7432344097267617, 0.8787937367098395, nan, nan, 0.8103216464991209, 0.0, 0.8379262944295346, nan, nan, 0.8694522025274452, 0.8158123370981755, nan, nan, 0.8875960939123207, nan, nan, nan, nan, nan, nan, 0.7939125998979766, 0.0, nan, 0.9791483113069016, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5383058687481931, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9372160264353573, 0.6227390180878553, nan, nan, nan, 0.9868831446272164, nan, nan, nan, 0.36348525938238124, 0.842091638622832, 0.0, nan, 0.8851412034727073, 0.9244437881472731, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           | [0.9561900335314233, 0.9882587814100812, 0.994305638178333, 0.9669583768560999, 0.28295165394402033, 0.9945585171959359, 0.991830705409857, nan, 0.8840769962359182, nan, 0.9984877718099807, 0.9907098272608507, 0.9422390722569135, 0.7921103743888555, 0.833724538823863, 0.9683906639917796, 0.9988924016930432, 0.8822037805440295, nan, 0.8064416121253876, 0.9226327944572749, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9572163127526789, nan, nan, nan, nan, nan, 0.9072338676531032, nan, nan, 0.6767515923566879, 0.7378765992571192, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9662757193295727, nan, nan, 0.9959682756233392, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49545078577336643, nan, 0.8046709129511678, 0.9719528076347451, nan, nan, 0.8638368246968027, nan, 0.84746772591857, nan, nan, 0.9118380604373296, 0.8158123370981755, nan, nan, 0.903123513556366, nan, nan, nan, nan, nan, nan, 0.9741289380346339, 0.0, nan, 0.9864134218220634, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5836990595611286, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9563751317175975, 0.6403897254207263, nan, nan, nan, 0.9899708554774559, nan, nan, nan, 0.3655961284645842, 0.8535817370768827, nan, nan, 0.892354124748491, 0.9465752734237186, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0213        | 17.0  | 340  | 0.1368          | 0.6714   | 0.7875        | 0.9551           | [0.9067183280547196, 0.9821580506606801, 0.9656773883051255, 0.9244610072576889, 0.2546567144105978, 0.97558122532534, 0.9836291581377524, nan, 0.8168529130256436, nan, 0.8332123780771017, 0.8925406692236477, 0.8860068734906186, 0.7201897864901985, 0.8137306339114869, 0.8885043702027596, 0.9756649402698412, 0.6540259740259741, nan, 0.7767461286384373, 0.49516908212560384, nan, 0.9250537559825206, nan, 0.0, nan, nan, 0.9250173075712758, nan, nan, nan, nan, nan, 0.6921581027667985, nan, nan, 0.6556718885302685, 0.7457479060685474, 0.0, nan, nan, 0.0, nan, 0.39824561403508774, nan, nan, nan, 0.8914955465285284, nan, nan, 0.990649203768593, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15122199592668026, nan, 0.7191884964594465, 0.8858449889578294, nan, nan, 0.8123137013053757, 0.0, 0.8830105290523853, nan, nan, 0.852874968735236, 0.8169707500724008, nan, nan, 0.8882882882882883, nan, nan, nan, nan, nan, nan, 0.7808379235519947, 0.045714285714285714, nan, 0.9789477321018294, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5727350671620463, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365466748017084, 0.6238297872340426, nan, nan, nan, 0.9864427012278308, nan, nan, nan, 0.3702015775635408, 0.8410561739580636, 0.0, nan, 0.8845809722636445, 0.9134898801336215, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9545743279882253, 0.9885167167921093, 0.9947038799656289, 0.959565350587419, 0.27531806615776083, 0.9927305190664456, 0.993317318810143, nan, 0.8802727284904827, nan, 0.9978098764144548, 0.9796051676585862, 0.9454604024184756, 0.7726207219878106, 0.8307156697490509, 0.979889416254832, 0.9985455165089961, 0.8706777316735823, nan, 0.8328281088529108, 0.9468822170900693, nan, 0.9751754899093302, nan, nan, nan, nan, 0.961494681477411, nan, nan, nan, nan, nan, 0.8996917385943279, nan, nan, 0.6980388870264834, 0.7487102765167148, nan, nan, nan, 0.0, nan, 0.40355555555555556, nan, nan, nan, 0.9708006980236191, nan, nan, 0.9987986275847324, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4913151364764268, nan, 0.7810804435008256, 0.9823514548387724, nan, nan, 0.8713340683572216, nan, 0.8994372724263489, nan, nan, 0.8900005800127603, 0.8169707500724008, nan, nan, 0.9119496855345912, nan, nan, nan, nan, nan, nan, 0.9760066764030878, 0.045714285714285714, nan, 0.9862567874878173, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6282131661442006, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9704952581664911, 0.6492471213463242, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.37166739991201053, 0.8525321437942797, nan, nan, 0.8951710261569417, 0.9372007459301447, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]   |
| 0.0662        | 18.0  | 360  | 0.1409          | 0.6605   | 0.7686        | 0.9542           | [0.9030441095478896, 0.981512175158584, 0.965754326470711, 0.9221965052386084, 0.24540002725909774, 0.9744611596803472, 0.9850679793717768, nan, 0.7839338660234183, nan, 0.8297749400514257, 0.8769567738194937, 0.9069277691711851, 0.7495730666016102, 0.8232610820623419, 0.8789385671536701, 0.9748452690166975, 0.6532137518684604, nan, 0.8031007248025482, 0.5259562841530054, nan, 0.9271576444257938, nan, 0.0, nan, nan, 0.9239464136198716, nan, nan, nan, nan, nan, 0.6953384167911327, nan, nan, 0.6407204889031843, 0.725208097831672, 0.0, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.8954711029328927, nan, nan, 0.991459038762824, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.14660093409444733, nan, 0.7355975172654953, 0.8872013949433304, nan, nan, 0.7938036424534226, 0.0, 0.8265052356020942, nan, nan, 0.8567273331671238, 0.8010425716768028, nan, nan, 0.8836796491594445, nan, nan, nan, nan, nan, nan, 0.8041362530413625, 0.0, nan, 0.9787658018256687, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4232773595830921, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9307866091599918, 0.479185119574845, nan, nan, nan, 0.9873379817769603, nan, nan, nan, 0.36605657237936773, 0.8378099173553719, 0.0, nan, 0.8174044265593562, 0.931020910209102, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9580824009827031, 0.9897806001640469, 0.9938958292021944, 0.9632600182334248, 0.2617957106506725, 0.9927092632742422, 0.9916183320669589, nan, 0.835840488660871, nan, 0.9984530079435435, 0.9880243867034403, 0.9284121320249777, 0.8231196838791776, 0.835866979631059, 0.9772960806380584, 0.9992758011069898, 0.805901337021669, nan, 0.8511539786427833, 0.8891454965357968, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9528986929387291, nan, nan, nan, nan, nan, 0.908898479243732, nan, nan, 0.6677841099564197, 0.7281262897234833, nan, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.9677164076133273, nan, nan, 0.9986662729966097, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46732837055417703, nan, 0.7940080207596131, 0.9889599409123598, nan, nan, 0.8361631753031974, nan, 0.83608076795763, nan, nan, 0.8969027318601009, 0.8010425716768028, nan, nan, 0.8945615982241953, nan, nan, nan, nan, nan, nan, 0.9653661589818485, 0.0, nan, 0.9859145124611315, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45830721003134794, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9551106427818756, 0.479185119574845, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.36779586449626045, 0.851220152191026, nan, nan, 0.8174044265593562, 0.9537321707575223, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0517        | 19.0  | 380  | 0.1411          | 0.6674   | 0.7807        | 0.9539           | [0.9010559375619529, 0.981572104260939, 0.9658398107902846, 0.9227607709750567, 0.2412848435038696, 0.9721603795176963, 0.9846847605415064, nan, 0.8098454877957751, nan, 0.8331011666376459, 0.8857404021937842, 0.9156423763535265, 0.7336811378175269, 0.7601588187852845, 0.8799576710244935, 0.9747931835924166, 0.6427344555135692, nan, 0.806066411238825, 0.49967170059093896, nan, 0.9213580161635698, nan, 0.0, nan, nan, 0.926156527449767, nan, nan, nan, nan, nan, 0.6895472860867504, nan, nan, 0.6373225473867872, 0.7299866406330284, 0.0, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.8921508207742731, nan, nan, 0.990370332945991, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1651017214397496, nan, 0.7432696059305501, 0.8892995424146427, nan, nan, 0.8124160727197604, 0.0, 0.8751546727450342, nan, nan, 0.8465259821503045, 0.8355053576600058, nan, nan, 0.8886994264455124, nan, nan, nan, nan, nan, nan, 0.7865566037735849, 0.0, nan, 0.9783104628253431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5170225043277553, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9325040783034257, 0.6282271944922547, nan, nan, nan, 0.9867781284654099, nan, nan, nan, 0.3629992992291521, 0.8623262995367987, 0.0, nan, 0.8676205723434061, 0.9212858127399822, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9556599493155384, 0.9892131423235851, 0.9939949765351312, 0.961277963761991, 0.25612504543802256, 0.9931343791183097, 0.9934353040006418, nan, 0.8719944275514715, nan, 0.9979663138134224, 0.9846131514007839, 0.930344930121915, 0.7911727278815887, 0.7720978591345169, 0.976513186866957, 0.9992758011069898, 0.8626094974642693, nan, 0.8696520840509817, 0.8787528868360277, nan, 0.9753217315004388, nan, nan, nan, nan, 0.9594797922309011, nan, nan, nan, nan, nan, 0.8967940813810111, nan, nan, 0.6734830707341602, 0.7329240610813041, nan, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.9693600097398645, nan, nan, 0.9978721454678735, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5235732009925558, nan, 0.8089171974522293, 0.9821376508775681, nan, nan, 0.8671444321940464, nan, 0.8896391923204237, nan, nan, 0.8829824256133635, 0.8355053576600058, nan, nan, 0.9089900110987791, nan, nan, nan, nan, nan, nan, 0.9741289380346339, 0.0, nan, 0.9851777509630111, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.561755485893417, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9637513171759747, 0.6465899025686448, nan, nan, nan, 0.9915995199725699, nan, nan, nan, 0.36462824461064675, 0.879296772500656, nan, nan, 0.8723340040241448, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0943        | 20.0  | 400  | 0.1485          | 0.6727   | 0.7694        | 0.9523           | [0.8977413924199308, 0.9797150076209377, 0.9645641434467037, 0.9230687568562228, 0.2215568862275449, 0.972634431012922, 0.9835766765378415, nan, 0.7574166381289398, nan, 0.868561225107439, 0.8667434715821812, 0.9187202344608622, 0.7360643471754583, 0.7416100570000781, 0.8849616687466572, 0.9755217635503992, 0.6366586949094636, nan, 0.8093280683583636, 0.49522673031026254, nan, 0.9276467706948429, nan, 0.0, nan, nan, 0.9202111383108935, nan, nan, nan, nan, nan, 0.6804205115501332, nan, nan, 0.5959724094188535, 0.7277539378677699, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8922973074326859, nan, nan, 0.9881201321332242, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16497535517541317, nan, 0.7268440406662341, 0.8901175836998474, nan, nan, 0.8035789473684211, nan, 0.8655325250945118, nan, nan, 0.8405752753977969, 0.8271068635968722, nan, nan, 0.888802286308132, nan, nan, nan, nan, nan, nan, 0.8119762569832403, 0.0, nan, 0.975977292657036, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4815455594002307, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9368660732767543, 0.576048951048951, nan, nan, nan, 0.985508481800358, nan, nan, nan, 0.28094026839750896, 0.8505806451612903, 0.0, nan, 0.8695174343091218, 0.9070443349753694, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9642729878379426, 0.9881401311343482, 0.9956738713728601, 0.962791264196419, 0.23133406034169393, 0.9919440547549208, 0.9906555729124881, nan, 0.7999276653316009, nan, 0.9976882028819245, 0.9828712440121934, 0.9321290514421647, 0.7906369298774362, 0.7481056727421667, 0.9715222390761854, 0.9988650160206184, 0.859151682803135, nan, 0.8613503272476748, 0.9584295612009238, nan, 0.9693623866627669, nan, nan, nan, nan, 0.9443027044000472, nan, nan, nan, nan, nan, 0.9031442663378545, nan, nan, 0.629986590680523, 0.7305509698720595, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9656263950326691, nan, nan, 0.9958664644017063, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4706368899917287, nan, 0.792686954470394, 0.9637505102139984, nan, nan, 0.8416758544652702, nan, 0.87911287653095, nan, nan, 0.8763122788701352, 0.8271068635968722, nan, nan, 0.9040219861529517, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9814127256694668, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5235109717868338, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9538461538461539, 0.5837023914969, nan, nan, nan, 0.9909994856848963, nan, nan, nan, 0.2818301803783546, 0.8648648648648649, nan, nan, 0.8755533199195171, 0.928027821178368, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                            |
| 0.0412        | 21.0  | 420  | 0.1430          | 0.6653   | 0.7779        | 0.9551           | [0.9073242596360378, 0.981046390776115, 0.9653971802615098, 0.9217470299504933, 0.2715218415561688, 0.9743193908417649, 0.9844945620850105, nan, 0.8141881422532942, nan, 0.8577514686757254, 0.8790291262135922, 0.9283099004100761, 0.7666686743359634, 0.8118515066790929, 0.8963784517881395, 0.9755309696380758, 0.6120236007016425, nan, 0.8051533981845984, 0.4977079240340537, nan, 0.9250788370239457, nan, 0.0, nan, nan, 0.9255818675600903, nan, nan, nan, nan, nan, 0.6752900285074013, nan, nan, 0.5778007473960404, 0.7800267132436043, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8864999350155034, nan, nan, 0.9913056664813223, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16864805087088747, nan, 0.7324056729997324, 0.8773219060435961, nan, nan, 0.8154383083555738, 0.0, 0.8627170449372439, nan, nan, 0.828919152254435, 0.8475556841191785, nan, nan, 0.8872872977051569, nan, nan, nan, nan, nan, nan, 0.7913279132791328, 0.0, nan, 0.9767589388696655, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5087769784172662, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9348761007577309, 0.5722996515679443, nan, nan, nan, 0.985744074215924, nan, nan, nan, 0.31773981603153745, 0.8465717981888745, 0.0, nan, 0.8649974962443665, 0.8992125984251969, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9569071411971715, 0.988496081961547, 0.9947071848767268, 0.9662164905455632, 0.29327517266448566, 0.9927305190664456, 0.9915475409526596, nan, 0.879844078603673, nan, 0.9973927100172081, 0.985701843518653, 0.9423877490336009, 0.8525215993570424, 0.8233746593361584, 0.968879972598718, 0.9988863159880599, 0.8847395112955279, nan, 0.8524974164657251, 0.8775981524249422, nan, 0.975979818660427, nan, nan, nan, nan, 0.9542463136685376, nan, nan, nan, nan, nan, 0.9103370324702014, nan, nan, 0.6090345289976534, 0.7833264548080892, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9688324337486304, nan, nan, 0.9983099337208947, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7748053786270347, 0.9629924779879103, nan, nan, 0.8758544652701212, nan, 0.8782522343594836, nan, nan, 0.8631749898497767, 0.8485375036200405, nan, nan, 0.9011680143755616, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.9825613774539379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5542319749216301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9620653319283456, 0.5819309123117803, nan, nan, nan, 0.9927995885479171, nan, nan, nan, 0.31913770347558296, 0.858567305169247, nan, nan, 0.8689134808853118, 0.9209213245300136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0199        | 22.0  | 440  | 0.1447          | 0.6543   | 0.7735        | 0.9546           | [0.903936838836279, 0.9805841642949282, 0.9651954829134759, 0.9280564340953634, 0.25948293411142026, 0.9682451022983513, 0.9838782264642734, nan, 0.7846345076965573, nan, 0.8697687099559231, 0.8608492058469911, 0.9186543297282781, 0.7599804365103625, 0.833927519608147, 0.8889013252148997, 0.9756212103198193, 0.6379928315412187, nan, 0.7967563725648564, 0.5215901302261823, nan, 0.9255758594132886, nan, 0.0, nan, nan, 0.9156778366266042, nan, nan, nan, nan, nan, 0.6810541926713217, nan, nan, 0.5787243701293788, 0.7217811351781906, 0.0, nan, nan, 0.0, 0.0, 0.2577777777777778, nan, nan, nan, 0.885196598967809, nan, nan, 0.9851982823945441, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2659875495189587, nan, 0.7355866561042161, 0.8891104977294987, nan, nan, 0.8115897118066315, 0.0, 0.8649299902311951, nan, nan, 0.8358096828046745, 0.8485375036200405, nan, nan, 0.8884051210283522, nan, nan, nan, nan, nan, nan, 0.8024499654934437, 0.0, nan, 0.9759268980714982, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.43329532497149376, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9347600249324746, 0.6102430555555556, nan, nan, nan, 0.9860163710777626, nan, nan, nan, 0.39205587079877785, 0.8352758352758353, 0.0, nan, 0.8890435474249354, 0.8916523023885743, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9599028363378816, 0.9882175117489567, 0.9951516954193932, 0.968253909667037, 0.27800799709196655, 0.9948560982867831, 0.9904856742381696, nan, 0.8371130430123371, nan, 0.9981227512123898, 0.9873711714327188, 0.9324264049955397, 0.8325631237023642, 0.8475243781408025, 0.9714977736458384, 0.9987798161508524, 0.8616874135546335, nan, 0.8495349638305202, 0.8787528868360277, nan, 0.9666569172272594, nan, nan, nan, nan, 0.9409925292093523, nan, nan, nan, nan, nan, 0.9060008220304151, nan, nan, 0.6410492792490781, 0.7245924473792819, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9675337851548232, nan, nan, 0.9927612221419044, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38875103391232424, nan, 0.7885822127860345, 0.9704367431825691, nan, nan, 0.8662624035281147, nan, 0.879245283018868, nan, nan, 0.8711501653036366, 0.8485375036200405, nan, nan, 0.9058717826753343, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9814243282127443, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47648902821316613, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9481559536354057, 0.6226749335695305, nan, nan, nan, 0.9912566432367564, nan, nan, nan, 0.39516058073031235, 0.8462345840986618, nan, nan, 0.8995975855130784, 0.9125044100599768, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0611        | 23.0  | 460  | 0.1400          | 0.6670   | 0.7796        | 0.9550           | [0.9055823187093311, 0.9815096445816756, 0.9650930739157406, 0.9240259280249362, 0.2329059829059829, 0.9696410043577506, 0.9840579710144928, nan, 0.7937261646601361, nan, 0.8487325400931195, 0.8835947712418301, 0.9148900250819988, 0.7556863466372387, 0.8605467193772792, 0.8941659337437702, 0.9751575670811032, 0.6375567895002524, nan, 0.805881016520074, 0.5057692307692307, nan, 0.9277803011774571, nan, 0.0, nan, nan, 0.9160422257100906, nan, nan, nan, nan, nan, 0.6888072581028232, nan, nan, 0.5839132061354284, 0.7256957829003161, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.8843679520834103, nan, nan, 0.9908382912958716, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20755358965634568, nan, 0.739114981339968, 0.894090018187276, nan, nan, 0.8051398493136547, 0.0, 0.8742920382787579, nan, nan, 0.8321906354515051, 0.8537503620040544, nan, nan, 0.8848347808212138, nan, nan, nan, nan, nan, nan, 0.7773692127695137, 0.0, nan, 0.9768289658116207, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41261994765920323, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9369721936148301, 0.6206008583690987, nan, nan, nan, 0.9860223301798346, nan, nan, nan, 0.3719608186111597, 0.8576962809917356, 0.0, nan, 0.9032543506046603, 0.9116128080271506, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9561092482542634, 0.9888210805429024, 0.9949137418203451, 0.962868774706475, 0.24565612504543802, 0.9932194022871232, 0.9933881099244423, nan, 0.8531070419139217, nan, 0.9980879873459526, 0.9812019160981275, 0.9400089206066012, 0.8255307748978635, 0.8847177806833756, 0.9700543132553702, 0.9990232443501836, 0.8734439834024896, nan, 0.8553220806062694, 0.9110854503464203, nan, 0.970824802573852, nan, nan, nan, nan, 0.9468801925920111, nan, nan, nan, nan, nan, 0.894019728729963, nan, nan, 0.6540395574924572, 0.728410028889806, nan, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.9707195324865062, nan, nan, 0.9986866352409363, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.784902099551781, 0.9841785068708818, nan, nan, 0.8600882028665932, nan, 0.889109566368752, nan, nan, 0.8659300504611102, 0.8537503620040544, nan, nan, 0.9099941863537868, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.44482758620689655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9586933614330875, 0.6403897254207263, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.37421909370875495, 0.8714248228811335, nan, nan, 0.9242454728370222, 0.934126304117736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0257        | 24.0  | 480  | 0.1440          | 0.6568   | 0.7687        | 0.9532           | [0.9010624556098736, 0.9813365010931844, 0.964651553182049, 0.9210753907773013, 0.2264112213479302, 0.9711594443982368, 0.9840785179227727, nan, 0.7781190212466016, nan, 0.8423012092341517, 0.8862742527530152, 0.9177658797761012, 0.7363442746178902, 0.8340792540792541, 0.8755211435378202, 0.9752528628080025, 0.6311933007676204, nan, 0.80193345323741, 0.5061050061050061, nan, 0.9275606587309948, nan, 0.0, nan, nan, 0.9194506263114389, nan, nan, nan, nan, nan, 0.6825008732099197, nan, nan, 0.570909366245173, 0.7235371212705266, 0.0, nan, nan, 0.0, nan, 0.2808888888888889, nan, nan, nan, 0.8955265925480769, nan, nan, 0.9840276866883936, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.18887225548902195, nan, 0.7305247468326684, 0.8977803738317757, nan, nan, 0.8156237301909792, 0.0, 0.8312385441214978, nan, nan, 0.8401803607214429, 0.7955401100492325, nan, nan, 0.8828275467180261, nan, nan, nan, nan, nan, nan, 0.8049807085233252, 0.0, nan, 0.9767275537688674, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24346504559270515, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9312267657992565, 0.5692982456140351, nan, nan, nan, 0.9864483584131327, nan, nan, nan, 0.31775537045155633, 0.8274072151570205, 0.0, nan, 0.8962771252239697, 0.897276801103068, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9603156159047398, 0.9886972715595289, 0.9951599576971379, 0.9591482702237839, 0.240567066521265, 0.992751774858649, 0.9932323694729838, nan, 0.8280980000803718, nan, 0.9988701743407902, 0.9813470750471767, 0.9344583209436019, 0.7872881923514835, 0.8455237165046708, 0.971032930469247, 0.9990110729402171, 0.8340248962655602, nan, 0.8601102307957286, 0.9572748267898383, nan, 0.9657794676806084, nan, nan, nan, nan, 0.9459643338435975, nan, nan, nan, nan, nan, 0.883436087135224, nan, nan, 0.631914180355347, 0.726243293437887, nan, nan, nan, 0.0, nan, 0.2808888888888889, nan, nan, nan, 0.967594659307658, nan, nan, 0.9929241200965171, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6261373035566584, nan, 0.7862231658410003, 0.9858500651130245, nan, nan, 0.885226019845645, nan, 0.8406487917907978, nan, nan, 0.8754132590917, 0.7955401100492325, nan, nan, 0.896358543417367, nan, nan, nan, nan, nan, nan, 0.9576465679115377, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2510971786833856, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.950263435194942, 0.5748449955713021, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.3188737351517818, 0.8365258462345841, nan, nan, 0.9058350100603622, 0.9183508895720982, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0322        | 25.0  | 500  | 0.1493          | 0.6623   | 0.7793        | 0.9527           | [0.8987411107674653, 0.9821812926634278, 0.9653025724065508, 0.9246858207045577, 0.2466024721710032, 0.9660365664704059, 0.9841746541860215, nan, 0.7979880850204473, nan, 0.8387586488774705, 0.887816725745044, 0.9246513445521823, 0.7647349256310559, 0.7662216991358751, 0.878474509287314, 0.975471042161282, 0.6306413301662708, nan, 0.795901690866805, 0.46631517281780904, nan, 0.9266150951285804, nan, 0.0, nan, nan, 0.91987801497089, nan, nan, nan, nan, nan, 0.6852931093589304, nan, nan, 0.6117974988699714, 0.7163603649916463, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8873532085412685, nan, nan, 0.9860963755595299, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21212909942738156, nan, 0.731405693950178, 0.8828779949944869, nan, nan, 0.8264744167417643, 0.0, 0.8388492037486074, nan, nan, 0.8366262243989314, 0.8546612623045744, nan, nan, 0.8847777372452967, nan, nan, nan, nan, nan, nan, 0.7808585268080842, 0.0, nan, 0.9776775674257409, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29377845220030346, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9336210439786272, 0.6505922165820643, nan, nan, nan, 0.9866084798699354, nan, nan, nan, 0.36622557181666815, 0.8181581685744017, 0.0, nan, 0.8780901116427432, 0.9020349980338184, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9550955590230514, 0.9886921128518883, 0.9949319188313834, 0.9603072368979556, 0.2625227190112686, 0.993942099222038, 0.9929067303472068, nan, 0.846891618555182, nan, 0.9987658827414785, 0.9816373929452751, 0.9381009019724452, 0.8298841336816021, 0.7794388695474094, 0.9788863336106082, 0.9989258730704511, 0.8568464730290456, nan, 0.8723389596968653, 0.9191685912240185, nan, 0.9722140976893828, nan, nan, nan, nan, 0.955057502845704, nan, nan, nan, nan, nan, 0.9037813399095767, nan, nan, 0.6806067717063359, 0.7188918695831614, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9705572014122803, nan, nan, 0.9935858930371305, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.674110835401158, nan, 0.7757489974050483, 0.9804855293591712, nan, nan, 0.9100330760749724, nan, 0.8474015226746111, nan, nan, 0.8719041818920016, 0.8549087749782798, nan, nan, 0.8973098673431636, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9835591961758018, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30344827586206896, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9574288724973656, 0.6811337466784765, nan, nan, nan, 0.9883421909823419, nan, nan, nan, 0.3677078750549934, 0.8252427184466019, nan, nan, 0.8862173038229376, 0.9249029786805101, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0596        | 26.0  | 520  | 0.1515          | 0.6627   | 0.7698        | 0.9535           | [0.8990091895972717, 0.9810074445496175, 0.965331810350083, 0.9288437192539487, 0.24658279496769805, 0.9696523092890503, 0.9849336021367061, nan, 0.78220688260133, nan, 0.8318298315981524, 0.8831202713279416, 0.9178655760851043, 0.7570583572169035, 0.809905316824472, 0.8757803994756604, 0.9748511136049212, 0.6175403890537422, nan, 0.804564396405782, 0.4954308093994778, nan, 0.9286139411126282, nan, 0.0, nan, nan, 0.9219161344770687, nan, nan, nan, nan, nan, 0.6897054900914754, nan, nan, 0.622308423052565, 0.7165042552644435, 0.0, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.8882658668802742, nan, nan, 0.991599017357987, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3546607832322118, nan, 0.7381132748095005, 0.8913020577287731, nan, nan, 0.8025300833076211, 0.0, 0.8507570295602018, nan, nan, 0.8333611667780004, 0.8300028960324356, nan, nan, 0.8839565489868394, nan, nan, nan, nan, nan, nan, 0.8006198347107438, 0.0, nan, 0.9772475667696849, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31086252575802176, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208454206382097, 0.54070796460177, nan, nan, nan, 0.9858474431332307, nan, nan, nan, 0.361933111539135, 0.8332038332038332, 0.0, nan, 0.8467241033860949, 0.9187287843754612, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                      | [0.9554142735411617, 0.9890944920478522, 0.9943287725560183, 0.9721847998198804, 0.2636132315521629, 0.992921821196276, 0.9937467849035589, nan, 0.8287811608374747, nan, 0.9985399176096366, 0.9827260850631442, 0.9343096441669144, 0.8314915276940593, 0.8233273996124703, 0.9643783334148848, 0.9991601727123074, 0.8635315813739051, nan, 0.851291767137444, 0.8764434180138568, nan, 0.9697279906405382, nan, nan, nan, nan, 0.9575957399484503, nan, nan, nan, nan, nan, 0.9033497739416358, nan, nan, 0.6588166275561516, 0.7188144861741642, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9675540765391015, nan, nan, 0.9986255485079566, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5318444995864351, nan, 0.7815050719509318, 0.9867052809578417, nan, nan, 0.8603087100330761, nan, 0.8593181065872227, nan, nan, 0.8683081027782611, 0.8300028960324356, nan, nan, 0.8945615982241953, nan, nan, nan, nan, nan, nan, 0.9701648237012309, 0.0, nan, 0.9832343249640321, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3310344827586207, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365648050579557, 0.5411868910540301, nan, nan, nan, 0.9882136122064118, nan, nan, nan, 0.36374835019797624, 0.8441353975334558, nan, nan, 0.8503018108651912, 0.9412328007660904, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0373        | 27.0  | 540  | 0.1535          | 0.6515   | 0.7772        | 0.9525           | [0.8964690797193989, 0.9815381623126689, 0.9656883679858714, 0.9268557634278817, 0.2602564102564103, 0.9681631637855989, 0.985602437880919, nan, 0.7767743077954439, nan, 0.8436219431592862, 0.8865554465161923, 0.9174190122145512, 0.7758838764078781, 0.7330532126023319, 0.8991642195617799, 0.974827587230619, 0.6111917432672149, nan, 0.8094028781663085, 0.5012360939431397, nan, 0.9268479776847978, nan, 0.0, nan, nan, 0.9245264069698834, nan, nan, nan, nan, nan, 0.683028972646459, nan, nan, 0.6235359732292247, 0.7161630448759162, 0.0, nan, nan, 0.0, 0.0, 0.3431111111111111, nan, nan, nan, 0.8806434395303039, nan, nan, 0.9881985878825329, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20960832313341493, nan, 0.7540226793958137, 0.8856386732533521, nan, nan, 0.8242564308681672, 0.0, 0.8547416612164813, nan, nan, 0.8229038740649771, 0.8294236895453229, nan, nan, 0.8851669686771939, nan, nan, nan, nan, nan, nan, 0.803850156087409, 0.0, nan, 0.9770737639254695, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3821618428824572, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9215442092154421, 0.5928819444444444, nan, nan, nan, 0.9851231190150479, nan, nan, nan, 0.3540247948314999, 0.8534126163391934, 0.0, nan, 0.8843706502286737, 0.9069355632070831, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9578477916846497, 0.9892802055229124, 0.9939173111243308, 0.9636623346903824, 0.28040712468193385, 0.9928580538196659, 0.9921563445356338, nan, 0.8226193187145862, nan, 0.998383480210669, 0.9835244592829148, 0.9417434830012885, 0.8627687361864577, 0.7447974920839963, 0.9738709203894896, 0.9991449584498492, 0.8736745043798986, nan, 0.8563554943162246, 0.9364896073903002, nan, 0.9718484937116115, nan, nan, nan, nan, 0.9635488218131386, nan, nan, nan, nan, nan, 0.9016235100698726, nan, nan, 0.6558833389205497, 0.7183243912505158, nan, nan, nan, 0.0, nan, 0.3431111111111111, nan, nan, nan, 0.9709021549450103, nan, nan, 0.9931888292727624, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5665839536807279, nan, 0.793724935126209, 0.9756846585939474, nan, nan, 0.9044101433296582, nan, 0.8652101952995697, nan, nan, 0.8550258105678324, 0.8294236895453229, nan, nan, 0.9035991755192643, nan, nan, nan, nan, nan, nan, 0.9670352597538077, 0.0, nan, 0.9835185872743305, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.40564263322884014, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9357218124341412, 0.6049601417183348, nan, nan, nan, 0.9876564375107149, nan, nan, nan, 0.35679718433787944, 0.8661768564681186, nan, nan, 0.8948692152917505, 0.929287838314601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0385        | 28.0  | 560  | 0.1548          | 0.6607   | 0.7661        | 0.9523           | [0.8970126030163647, 0.980633622368448, 0.96358041179566, 0.9232143045112122, 0.22511602133407219, 0.9688394078865531, 0.9854112462789771, nan, 0.7477496948738812, nan, 0.8496642111180143, 0.8814503075428941, 0.9237570944876136, 0.7792857142857142, 0.782180371682516, 0.9109173351935821, 0.9753082385097597, 0.6454016721192294, nan, 0.8004505533971074, 0.5100207325501037, nan, 0.9286089790768584, nan, 0.0, nan, nan, 0.9258290034259997, nan, nan, nan, nan, nan, 0.6797948399129624, nan, nan, 0.6271132376395534, 0.7125591442090105, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8878809328664033, nan, nan, 0.9867445131391219, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19737309194178204, nan, 0.7175386283545676, 0.8872667861283862, nan, nan, 0.8106933495047504, 0.0, 0.8291595647043398, nan, nan, 0.8380748841211246, 0.8169707500724008, nan, nan, 0.8838252163937845, nan, nan, nan, nan, nan, nan, 0.8169113744914205, 0.0, nan, 0.9756979695431472, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3940800928612885, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9184308841843088, 0.5145888594164456, nan, nan, nan, 0.9847889249700906, nan, nan, nan, 0.31916010498687664, 0.829097510373444, 0.0, nan, 0.8814335490293679, 0.8871658543789691, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9595155096665671, 0.9871341831444387, 0.9955102782735145, 0.9711587083058048, 0.23627771719374774, 0.9933044254559368, 0.992033639937515, nan, 0.7878450966471542, nan, 0.9984008621438877, 0.9880969661779648, 0.9397115670532263, 0.8768334337954591, 0.7929866570046787, 0.9584087684102364, 0.9989045731030097, 0.8185799907791609, nan, 0.8445401308990699, 0.8521939953810623, nan, 0.9687042995027786, nan, nan, nan, nan, 0.9581714225903102, nan, nan, nan, nan, nan, 0.8988491574188245, nan, nan, 0.6590680522963459, 0.7147647544366488, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9671888316220932, nan, nan, 0.9928324899970474, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7493276716206653, 0.9816517327839219, nan, nan, 0.8843439911797133, nan, 0.8373386295928501, nan, nan, 0.8756742648338264, 0.8169707500724008, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9634884206133946, 0.0, nan, 0.9812676938784982, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42570532915360504, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9325605900948367, 0.5155004428697962, nan, nan, nan, 0.9878278758786216, nan, nan, nan, 0.32098548174219094, 0.8388874311204408, nan, nan, 0.8907444668008049, 0.9082707524822338, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0412        | 29.0  | 580  | 0.1593          | 0.6500   | 0.7726        | 0.9514           | [0.8948675812652739, 0.9812311696829333, 0.9639537730218894, 0.9258299909889217, 0.2418179317931793, 0.9663349127852842, 0.9845736987433552, nan, 0.7594734189972285, nan, 0.8658255324921992, 0.8839937434827946, 0.9307467667918231, 0.7697436486952524, 0.7250263696717751, 0.9004186397639147, 0.9755799610634724, 0.6498417164966585, nan, 0.8030793116832708, 0.499683343888537, nan, 0.9273852393105618, nan, 0.0, nan, nan, 0.9156002476029258, nan, nan, nan, nan, nan, 0.682060059125564, nan, nan, 0.6085560698820367, 0.7122244798230498, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8759535351687552, nan, nan, 0.9833196692274213, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19440509915014165, nan, 0.7087655719139297, 0.8857801880480333, nan, nan, 0.8265490274714257, 0.0, 0.847679518230019, nan, nan, 0.8151086774319718, 0.8349261511728931, nan, nan, 0.8867043627120402, nan, nan, nan, nan, nan, nan, 0.8265906255569417, 0.0, nan, 0.9758267371287471, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4595292766934558, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9329179646936656, 0.6205704407951599, nan, nan, nan, 0.9847416335427619, nan, nan, nan, 0.2783027121609799, 0.8321641984931151, 0.0, nan, 0.8981654076326892, 0.8737381198601467, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9599869415579385, 0.9878976718752418, 0.9955615043955318, 0.9670211234594787, 0.25568884042166484, 0.9926880074820389, 0.9894851598227391, nan, 0.8075629914403976, nan, 0.998383480210669, 0.9844679924517347, 0.9398106849043513, 0.8969258589511754, 0.7363222483025883, 0.9629593384547634, 0.9987524304784277, 0.8517750115260488, nan, 0.855253186358939, 0.9110854503464203, nan, 0.9698011114360924, nan, nan, nan, nan, 0.9482801481074433, nan, nan, nan, nan, nan, 0.9008631319358816, nan, nan, 0.6831210191082803, 0.7143004539826661, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9716326447790268, nan, nan, 0.9891061992852852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45409429280397023, nan, 0.7381929700401038, 0.9778032614822445, nan, nan, 0.9089305402425579, nan, 0.8573320092684542, nan, nan, 0.8461226146975234, 0.8349261511728931, nan, nan, 0.9033877702024206, nan, nan, nan, nan, nan, nan, 0.9676611725432923, 0.0, nan, 0.9812386875203044, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5018808777429468, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9466807165437302, 0.6359610274579274, nan, nan, nan, 0.9874849991428082, nan, nan, nan, 0.27989441267047954, 0.8404618210443453, nan, nan, 0.9210261569416499, 0.8942593619273222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0419        | 30.0  | 600  | 0.1654          | 0.6589   | 0.7657        | 0.9500           | [0.8894653985047372, 0.9806504481434059, 0.9635003005537863, 0.9272491630528442, 0.2390394511149228, 0.9666590829179508, 0.9854101463670608, nan, 0.7472763580293723, nan, 0.8652632846968122, 0.8867275373825592, 0.9255269664846868, 0.7766634638481864, 0.6385498979130625, 0.9096278657141523, 0.975578001177107, 0.6459238658091431, nan, 0.8053768973501415, 0.49779179810725555, nan, 0.9281430825881115, nan, 0.0, nan, nan, 0.9159369748430057, nan, nan, nan, nan, nan, 0.6783450896124321, nan, nan, 0.6010323364202217, 0.7131541725601132, 0.0, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.8803991604374563, nan, nan, 0.9842483838659747, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21581476627348187, nan, 0.717349191332162, 0.8871414703027094, nan, nan, 0.8345797188154352, 0.0, 0.8313529836539093, nan, nan, 0.8197260885330954, 0.8268172603533159, nan, nan, 0.8871068203052008, nan, nan, nan, nan, nan, nan, 0.8274446823697359, 0.0, nan, 0.9740183990621445, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39105504587155965, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.927675585284281, 0.5916230366492147, nan, nan, nan, 0.9828877005347594, nan, nan, nan, 0.32222222222222224, 0.824935064935065, 0.0, nan, 0.9003704425813999, 0.8795429922190485, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.961638059825371, 0.9877480693536655, 0.9959035626941636, 0.9691434350443471, 0.25328971283169754, 0.993431960209157, 0.9925952494442898, nan, 0.7920110377345854, nan, 0.9988180285411343, 0.9727101175787487, 0.9367875904450391, 0.8661844484629295, 0.6454102931678193, 0.9532465626070362, 0.9986702734611534, 0.8566159520516367, nan, 0.8626937650706166, 0.9110854503464203, nan, 0.9676074875694648, nan, nan, nan, nan, 0.9484371524643143, nan, nan, nan, nan, nan, 0.8952733251130292, nan, nan, 0.6635936976198458, 0.7153064382996286, nan, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.9702934134166633, nan, nan, 0.9905213752659818, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40860215053763443, nan, 0.7512620901155933, 0.9769091721899357, nan, nan, 0.9228224917309813, nan, 0.8383978814961933, nan, nan, 0.8522707499564991, 0.8268172603533159, nan, nan, 0.9032820675439988, nan, nan, nan, nan, nan, nan, 0.9674525349467974, 0.0, nan, 0.9784540771337077, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42758620689655175, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.935300316122234, 0.6005314437555359, nan, nan, nan, 0.9846991256643237, nan, nan, nan, 0.3240651121865376, 0.8333770663867751, nan, nan, 0.9291750503018109, 0.9001562421248929, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0461        | 31.0  | 620  | 0.1565          | 0.6614   | 0.7732        | 0.9528           | [0.8992211846109825, 0.9799249617386765, 0.9628527574536458, 0.9267239239438018, 0.22371671699149054, 0.9725613567231968, 0.9850336882674806, nan, 0.8307612082986727, nan, 0.8612372772106549, 0.8849632931305715, 0.9243775730248971, 0.7684768050651406, 0.7243617548642954, 0.8891982932854255, 0.9756300597282055, 0.618946681884885, nan, 0.8099670537056585, 0.4732868757259001, nan, 0.9267809338386122, nan, 0.0, nan, nan, 0.9235021308598647, nan, nan, nan, nan, nan, 0.6849108948135609, nan, nan, 0.6062311717139686, 0.7188890317603189, 0.0, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.8849829604385835, nan, nan, 0.9866735474470281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1938483547925608, nan, 0.7056058028118564, 0.8851696318109742, nan, nan, 0.8274905921964746, 0.0, 0.8421052631578947, nan, nan, 0.8257514555533889, 0.8420900692840647, nan, nan, 0.8843906510851419, nan, nan, nan, nan, nan, nan, 0.811725702320712, 0.0, nan, 0.9742122494702136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45530085959885386, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9349492438367516, 0.5899218071242398, nan, nan, nan, 0.9848173808912839, nan, nan, nan, 0.324986867448783, 0.843579766536965, 0.0, nan, 0.8928394572645341, 0.8745262121585036, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9563859101623452, 0.9876087842473703, 0.9961745654041906, 0.9645924608110552, 0.23700472555434388, 0.992241635845768, 0.9914861886536002, nan, 0.8963069133189557, nan, 0.9986615911421668, 0.9798954855566846, 0.9347308950341957, 0.8454222758020227, 0.7366058066447172, 0.9687331800166364, 0.9985424736565045, 0.8750576302443522, nan, 0.872270065449535, 0.941108545034642, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9639675000981277, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6408816627556152, 0.7210586050350805, nan, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.9695629235826468, nan, nan, 0.9927510410197412, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44830438378825477, nan, 0.743524416135881, 0.9873661295652005, nan, nan, 0.9212789415656009, nan, 0.8505792783846409, nan, nan, 0.8596369120120643, 0.8447726614538082, nan, nan, 0.8959357327836796, nan, nan, nan, nan, nan, nan, 0.9705820988942208, 0.0, nan, 0.9787731470738386, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4981191222570533, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9511064278187565, 0.6014171833480957, nan, nan, nan, 0.9869278244471112, nan, nan, nan, 0.326616805983282, 0.853319338756232, nan, nan, 0.9069416498993964, 0.8954185776926566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.026         | 32.0  | 640  | 0.1623          | 0.6595   | 0.7696        | 0.9512           | [0.8943453391705619, 0.9808576666632527, 0.9631045860296187, 0.9275120583048254, 0.24406224406224405, 0.9684352331606217, 0.9847697662761118, nan, 0.788159862135381, nan, 0.8687867652618367, 0.893223819301848, 0.8977189802499941, 0.7675350701402806, 0.6767193135182191, 0.8962079927338783, 0.9755262524406879, 0.6284897410023546, nan, 0.7900032883919763, 0.46532951289398283, nan, 0.9269891342446548, nan, 0.0, nan, nan, 0.9198388159562066, nan, nan, nan, nan, nan, 0.6803626603414376, nan, nan, 0.5939548153288612, 0.7178253486337673, 0.0, nan, nan, 0.0, nan, 0.28444444444444444, nan, nan, nan, 0.8874006093482946, nan, nan, 0.9811343670296749, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.17036098796706775, nan, 0.7041793449078217, 0.8955512226535248, nan, nan, 0.8214571657325861, 0.0, 0.8697659297789336, nan, nan, 0.8211350402585462, 0.8506212077434268, nan, nan, 0.878090856814261, nan, nan, nan, nan, nan, nan, 0.8215107022819742, 0.0, nan, 0.9740375955476526, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4286125503742084, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9300334168755221, 0.6126516464471404, nan, nan, nan, 0.9836675360212066, nan, nan, nan, 0.3381131415581009, 0.8258951738453555, 0.0, nan, 0.8809073724007561, 0.8866131652798976, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9617099919214723, 0.9880782266426614, 0.9955581994844339, 0.9667000084892463, 0.25997818974918213, 0.9932194022871232, 0.9920477981603749, nan, 0.8331882174862363, nan, 0.9986268272757296, 0.9787342139642909, 0.9449895926256319, 0.8464938718103275, 0.6857700971974984, 0.9656260703625776, 0.9988102446757688, 0.8614568925772246, nan, 0.8275576989321392, 0.9376443418013857, nan, 0.9669128400116993, nan, nan, nan, nan, 0.949745522104905, nan, nan, nan, nan, nan, 0.8959926017262638, nan, nan, 0.6455749245725779, 0.7196399092034668, nan, nan, nan, 0.0, nan, 0.28444444444444444, nan, nan, nan, 0.9692585528184733, nan, nan, 0.9869579825088322, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44499586435070304, nan, 0.7424864354800661, 0.9730801376120041, nan, nan, 0.9049614112458655, nan, 0.8856007944389275, nan, nan, 0.8547358041876921, 0.8525919490298292, nan, nan, 0.8877437767559854, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9787615445305611, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46677115987460815, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9384615384615385, 0.6262178919397697, nan, nan, nan, 0.9860706326075775, nan, nan, nan, 0.3402551693796744, 0.8352138546313304, nan, nan, 0.8907444668008049, 0.9076155435713926, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.034         | 33.0  | 660  | 0.1698          | 0.6459   | 0.7693        | 0.9488           | [0.8861654179796655, 0.9810694359767812, 0.9632748754985655, 0.9287341533715512, 0.25698174006444685, 0.9694381090607506, 0.9850357474161598, nan, 0.7582478936148614, nan, 0.8668226062023693, 0.8914878064987707, 0.921257928889105, 0.7683557394002068, 0.5615977423206339, 0.9042308130915726, 0.975454361753973, 0.6263315579227696, nan, 0.8117056533350494, 0.46395881006864986, nan, 0.9280305686040805, nan, 0.0, nan, nan, 0.917509333670822, nan, nan, nan, nan, nan, 0.6831993695823483, nan, nan, 0.580840132970686, 0.7140394215428953, 0.0, nan, nan, 0.0, 0.0, 0.32355555555555554, nan, nan, nan, 0.8815787048131694, nan, nan, 0.9826588425738567, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.17150063051702397, nan, 0.7025137787337008, 0.8955912752156248, nan, nan, 0.8253523942817155, 0.0, 0.8876142329379739, nan, nan, 0.8215997770345597, 0.8556998556998557, nan, nan, 0.8830959559205739, nan, nan, nan, nan, nan, nan, 0.8264888888888889, 0.0, nan, 0.9746559209310918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.35232860862019094, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9371476299853831, 0.6749792186201163, nan, nan, nan, 0.9834195119866672, nan, nan, nan, 0.36886677143356034, 0.79374185136897, 0.0, nan, 0.8919506172839506, 0.8548363278365739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9619390679813641, 0.9878512435064768, 0.9953235507964836, 0.9645149503009991, 0.27829880043620503, 0.9938358202610211, 0.9922460132804131, nan, 0.8004500823811501, nan, 0.9984182440771062, 0.9737262302220931, 0.9393150956487263, 0.845958073806175, 0.5705508908457915, 0.9699564515339825, 0.998834587495702, 0.8674504379898571, nan, 0.8689975887013435, 0.9364896073903002, nan, 0.9678634103539047, nan, nan, nan, nan, 0.9485287383391556, nan, nan, nan, nan, nan, 0.8908549116317304, nan, nan, 0.6443178008716057, 0.7157707387536112, nan, nan, nan, 0.0, nan, 0.32355555555555554, nan, nan, nan, 0.9703948703380545, nan, nan, 0.9888516712312031, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44995864350703063, nan, 0.7397027600849256, 0.9768314252949523, nan, nan, 0.9102535832414553, nan, 0.9066534260178749, nan, nan, 0.8549098080157763, 0.8586736171445121, nan, nan, 0.897891231964484, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 0.0, nan, 0.9794054856824616, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38181818181818183, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9458377239199157, 0.7192205491585474, nan, nan, nan, 0.9863277901594377, nan, nan, nan, 0.3717553893532776, 0.7987404880608764, nan, nan, 0.9085513078470825, 0.8752583035129278, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0269        | 34.0  | 680  | 0.1724          | 0.6601   | 0.7683        | 0.9478           | [0.8811871841124085, 0.9801263476916461, 0.9626067778908083, 0.9351206300737055, 0.21897457158651187, 0.9720141489804411, 0.9850891136462744, nan, 0.7592237177706508, nan, 0.8610686336241792, 0.8852812438753511, 0.9180990655110638, 0.7616304014710389, 0.47433156736995385, 0.9077345537757437, 0.9754629670907745, 0.6278954334877564, nan, 0.8120794617109901, 0.47214076246334313, nan, 0.9273584905660377, nan, 0.0, nan, nan, 0.9185706360014122, nan, nan, nan, nan, nan, 0.6815507641835302, nan, nan, 0.5813174544101228, 0.7175607873407951, 0.0, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.8856381502248376, nan, nan, 0.9847736792051962, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36560595802301965, nan, 0.7032012059945021, 0.8896395995946162, nan, nan, 0.8238095238095238, 0.0, 0.9034290167554228, nan, nan, 0.824111334674715, 0.8601499423298731, nan, nan, 0.8843470621673298, nan, nan, nan, nan, nan, nan, 0.8045125732001378, 0.0, nan, 0.9737367904371427, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3771955082061618, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9332362728785357, 0.6585365853658537, nan, nan, nan, 0.986626789147618, nan, nan, nan, 0.3523184601924759, 0.8116206357477853, 0.0, nan, 0.9, 0.8703521542396223, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             | [0.960654250080232, 0.9876448952008543, 0.9960473263269218, 0.9698151927981663, 0.23038894947291894, 0.9929643327806827, 0.9914861886536002, nan, 0.805446532624275, nan, 0.9983313344110132, 0.9835244592829148, 0.9397115670532263, 0.832228249949769, 0.4823642464437058, 0.9704946910016147, 0.9987098305435448, 0.8748271092669433, nan, 0.873062349293834, 0.9295612009237876, nan, 0.9703495174027493, nan, nan, nan, nan, 0.9531472831704413, nan, nan, nan, nan, nan, 0.8880189066995479, nan, nan, 0.6545424069728462, 0.719356170037144, nan, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.971125360172071, nan, nan, 0.9909998880076561, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7482896909648502, 0.9725359093471204, nan, nan, 0.9155457552370452, nan, 0.9209533267130089, nan, nan, 0.8552288150339308, 0.8638864755285259, nan, nan, 0.9044447967866391, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.978222026268158, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4106583072100313, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.945626975763962, 0.6935341009743136, nan, nan, nan, 0.9897136979255957, nan, nan, nan, 0.3543334799824021, 0.8173707688270795, nan, nan, 0.9144869215291751, 0.8918905297112041, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0128        | 35.0  | 700  | 0.1676          | 0.6568   | 0.7616        | 0.9494           | [0.8887930761118289, 0.9808457367556027, 0.9627852808956454, 0.9324400409346992, 0.22125798389336296, 0.9702524287968114, 0.9843799689470041, nan, 0.7380450516799146, nan, 0.8492668795080998, 0.8871909228044861, 0.9168599033816425, 0.7694018783984182, 0.6578330097087378, 0.8991387952246424, 0.9754766772859113, 0.6393752145554411, nan, 0.80677646753078, 0.5006321112515802, nan, 0.9301940035273368, nan, 0.0, nan, nan, 0.9150150988403075, nan, nan, nan, nan, nan, 0.6608056507236971, nan, nan, 0.564898630956834, 0.7149692588686235, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8824668141592921, nan, nan, 0.9900061765271717, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34253028263795426, nan, 0.7109322602280349, 0.8656509944126048, nan, nan, 0.8268674578637678, 0.0, 0.8759861772184913, nan, nan, 0.8147920221544659, 0.823953823953824, nan, nan, 0.8790444827766453, nan, nan, nan, nan, nan, nan, 0.8219516499029469, 0.0, nan, 0.9734145777983135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2830957230142566, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9265195670274771, 0.6708860759493671, nan, nan, nan, 0.9867048563611491, nan, nan, nan, 0.2711091626479614, 0.8082334549244398, 0.0, nan, 0.8804228582826369, 0.88801417043889, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9615495280147848, 0.9882433052871594, 0.9958804283164783, 0.9719153585230188, 0.231697564521992, 0.9934744717935637, 0.9933786711092024, nan, 0.7785889381538585, nan, 0.9987311188750413, 0.9817825518943243, 0.9405788482505699, 0.8339695934632644, 0.667118259581909, 0.96552820864119, 0.9987980732658023, 0.8586906408483171, nan, 0.8554943162245953, 0.9145496535796767, nan, 0.9641342497806377, nan, nan, nan, nan, 0.9435438500085044, nan, nan, nan, nan, nan, 0.8997739416358406, nan, nan, 0.6328360710693932, 0.7169056954189021, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9712471084777403, nan, nan, 0.9954490383930117, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42100909842845324, nan, 0.7501769285208776, 0.9365196602460689, nan, nan, 0.9141124586549063, nan, 0.8894405825885469, nan, nan, 0.8447305840728496, 0.8268172603533159, nan, nan, 0.8888008033402041, nan, nan, nan, nan, nan, nan, 0.9718339244731901, 0.0, nan, 0.9777289181788648, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3050156739811912, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9380400421496312, 0.704162976085031, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.2720633523977123, 0.8139595906586198, nan, nan, 0.8881287726358149, 0.9096315709893654, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0262        | 36.0  | 720  | 0.1662          | 0.6473   | 0.7706        | 0.9495           | [0.8898052673076076, 0.9811203945786369, 0.9640774460481187, 0.9347533632286995, 0.2666981832916864, 0.9692779701071746, 0.9843458326510561, nan, 0.7500600513280825, nan, 0.8482852332141908, 0.8934714750614332, 0.9144386310180963, 0.756123271532213, 0.6338172184609664, 0.9093161432405772, 0.9753916185314602, 0.6466555183946489, nan, 0.8165940284915111, 0.46774193548387094, nan, 0.9296017450042218, nan, 0.0, nan, nan, 0.9111614429780719, nan, nan, nan, nan, nan, 0.6524873612731461, nan, nan, 0.585587550901687, 0.7181268493503152, 0.0, nan, nan, 0.0, 0.0, 0.2657777777777778, nan, nan, nan, 0.8822500782299777, nan, nan, 0.9899324440663203, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.31126534970635344, nan, 0.7204957945993803, 0.8582704124844575, nan, nan, 0.8308881064162754, 0.0, 0.8999545247839927, nan, nan, 0.8182047191199933, 0.8385236447520185, nan, nan, 0.8842263602883967, nan, nan, nan, nan, nan, nan, 0.8088749126484975, 0.0, nan, 0.974256236757175, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3563551944283227, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9301890712653231, 0.6996726677577741, nan, nan, nan, 0.9862937660119556, nan, nan, nan, 0.30919439579684765, 0.8209266007287871, 0.0, nan, 0.8876750422087596, 0.8323415137953081, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9604152141916492, 0.9892286184465068, 0.9949484433868729, 0.9694239492712167, 0.2870956015994184, 0.9938570760532245, 0.9929586438310263, nan, 0.794730285454034, nan, 0.9983139524777945, 0.9764116707795035, 0.9441223114282883, 0.8166901078293484, 0.6444808519352857, 0.9697607280912072, 0.998877187430585, 0.8914246196403873, nan, 0.8648639338615226, 0.9376443418013857, nan, 0.9660353904650483, nan, nan, nan, nan, 0.9421569781894781, nan, nan, nan, nan, nan, 0.8965063707357173, nan, nan, 0.6749078109285954, 0.7199236483697895, nan, nan, nan, 0.0, nan, 0.2657777777777778, nan, nan, nan, 0.9725660484558256, nan, nan, 0.9950926991172967, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48221670802315963, nan, 0.7679169615475347, 0.9257322785671247, nan, nan, 0.9366041896361632, nan, 0.9171135385633896, nan, nan, 0.8477466504263094, 0.8421662322618013, nan, nan, 0.9009566090587178, nan, nan, nan, nan, nan, nan, 0.9659920717713332, 0.0, nan, 0.9789529864946396, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3849529780564263, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9435194942044257, 0.7573073516386183, nan, nan, nan, 0.9900137150694326, nan, nan, nan, 0.3106907171139463, 0.8276043033324587, nan, nan, 0.899195171026157, 0.8529812005443274, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0356        | 37.0  | 740  | 0.1642          | 0.6431   | 0.7651        | 0.9505           | [0.8969117142301823, 0.9805050272469107, 0.9630306817691443, 0.9277224062673283, 0.2356046065259117, 0.9725379970851551, 0.98330462868318, nan, 0.7732694194912055, nan, 0.8381876550415877, 0.8860294117647058, 0.9222241173460686, 0.7426369219200402, 0.7506585267594286, 0.9021538461538462, 0.9755251613823602, 0.6457360318284034, nan, 0.8136705927785287, 0.4830917874396135, nan, 0.9302022867194372, nan, 0.0, nan, nan, 0.9179262107433313, nan, nan, nan, nan, nan, 0.65435872724261, nan, nan, 0.6004409975669099, 0.7116171362408337, 0.0, nan, nan, 0.0, 0.0, 0.2577777777777778, nan, nan, nan, 0.8766737396648863, nan, nan, 0.9892466591808038, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16989987484355445, nan, 0.7071671751337489, 0.8645418326693227, nan, nan, 0.8417287630402385, 0.0, 0.8613744850585235, nan, nan, 0.8041609497941926, 0.8094410657399362, nan, nan, 0.8827668890742285, nan, nan, nan, nan, nan, nan, 0.8167979002624672, 0.022857142857142857, nan, 0.9737946884871024, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32850940665701883, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9200417536534446, 0.6720067453625632, nan, nan, nan, 0.9857319834251783, nan, nan, nan, 0.3440728418840833, 0.8249219562955254, 0.0, nan, 0.8750124291538232, 0.7487796459740644, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]  | [0.960076580016157, 0.9885373516226715, 0.9956870910172516, 0.9633375287434808, 0.2498727735368957, 0.9928793096118692, 0.9942564809265141, nan, 0.8232890841627262, nan, 0.9984356260103249, 0.9620409348236318, 0.937877886807414, 0.7937177684013127, 0.7631815245986862, 0.9683906639917796, 0.9987646018883942, 0.8605348086675888, nan, 0.8709610747502583, 0.9237875288683602, nan, 0.9666934776250365, nan, nan, nan, nan, 0.9495361829624105, nan, nan, nan, nan, nan, 0.8930127414714344, nan, nan, 0.6618337244384848, 0.7133976475443665, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9956119363476242, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4491315136476427, nan, 0.7546119367775419, 0.9363447297323563, nan, nan, 0.9340683572216097, nan, 0.8720953326713009, nan, nan, 0.8328693231251088, 0.8094410657399362, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.022857142857142857, nan, 0.9782858402561841, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3557993730407524, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9287671232876712, 0.7059344552701505, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.3457985041794985, 0.8320650747835214, nan, nan, 0.8853118712273642, 0.7653848092334056, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]    |
| 0.0306        | 38.0  | 760  | 0.1636          | 0.6452   | 0.7736        | 0.9497           | [0.8947645713221062, 0.9815833030146196, 0.9638045615949741, 0.9281308119312294, 0.26514432849979674, 0.9679797854272814, 0.9838808454141286, nan, 0.7715967175272377, nan, 0.8373066211743435, 0.8889182755884687, 0.9270299301791904, 0.7737877122267008, 0.7175456546677829, 0.8843919098731482, 0.9754878360466706, 0.6257609740467799, nan, 0.8124520582971108, 0.46681792399319344, nan, 0.9295735129068462, nan, 0.0, nan, nan, 0.9119900705447269, nan, nan, nan, nan, nan, 0.6529669583696117, nan, nan, 0.5939309536025801, 0.7142305812128541, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8740914804087655, nan, nan, 0.9856163136493293, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2125040492387431, nan, 0.7149239586623946, 0.8456186670472384, nan, nan, 0.8393870036819584, 0.0, 0.8524954272275934, nan, nan, 0.8178956458757, 0.8386816999132697, nan, nan, 0.8774004500026162, nan, nan, nan, nan, nan, nan, 0.8031658637302134, 0.0, nan, 0.9740186991447365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3205278592375367, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9255008347245409, 0.6969205834683955, nan, nan, nan, 0.9862066020412521, nan, nan, nan, 0.3902566788894709, 0.8393782383419689, 0.0, nan, 0.8856772650254161, 0.7459808659631127, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9566315859367219, 0.9881762420878322, 0.9952640623967215, 0.9651867080548184, 0.28447837150127225, 0.9934107044169537, 0.9932418082882236, nan, 0.8149036207520126, nan, 0.9981575150788271, 0.9757584555087822, 0.9409505401922886, 0.8485700890764182, 0.729154523543219, 0.9756568968048148, 0.9987798161508524, 0.9004149377593361, nan, 0.875645883568722, 0.9503464203233256, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9421308107966663, nan, nan, nan, nan, nan, 0.9093094944512947, nan, nan, 0.6790982232651693, 0.7160544779199339, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9736820745911287, nan, nan, 0.9920485435904746, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5425971877584781, nan, 0.7474404340646379, 0.9213395790005636, nan, nan, 0.9299889746416758, nan, 0.8639523336643495, nan, nan, 0.851458732092106, 0.840139009556907, nan, nan, 0.8862110882088684, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.0, nan, 0.9784656796769852, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34263322884012537, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.934668071654373, 0.7617360496014172, nan, nan, nan, 0.9897994171095491, nan, nan, nan, 0.39331280246370437, 0.850170558908423, nan, nan, 0.893963782696177, 0.7624111687918955, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0289        | 39.0  | 780  | 0.1728          | 0.6429   | 0.7686        | 0.9487           | [0.8900667322937699, 0.9812361126754795, 0.9631442363501761, 0.9258083981116672, 0.2623440043407488, 0.9690012432656444, 0.9852418232673198, nan, 0.7535320228281547, nan, 0.834989539748954, 0.8896318855932204, 0.9232652863307957, 0.7753424657534247, 0.6575488950190621, 0.9051722162385132, 0.9754800862996357, 0.6149553571428571, nan, 0.8144988647421343, 0.48092967818831944, nan, 0.9277822594787977, nan, 0.0, nan, nan, 0.914490754217874, nan, nan, nan, nan, nan, 0.6695392271396277, nan, nan, 0.575897242160937, 0.7104626627553908, 0.0, nan, nan, 0.0, 0.0, 0.264, nan, nan, nan, 0.8743433532759376, nan, nan, 0.9857435045867844, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1623229461756374, nan, 0.713202159461027, 0.8630156497587551, nan, nan, 0.8386290967226219, 0.0, 0.8775696665143902, nan, nan, 0.8008124387169071, 0.8216044019693021, nan, nan, 0.8760123308427817, nan, nan, nan, nan, nan, nan, 0.8088108759249699, 0.0, nan, 0.9722366672444676, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3481159420289855, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220289247537204, 0.700081499592502, nan, nan, nan, 0.9859166987714567, nan, nan, nan, 0.37214173503229186, 0.8243383497664764, 0.0, nan, 0.8924518993586581, 0.7684615005665304, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9595686287529188, 0.9887024302671694, 0.9953747769185008, 0.9627100627096936, 0.2812068338785896, 0.9940058665986481, 0.9924489478080711, nan, 0.7958956773337977, nan, 0.9990092298065391, 0.9752503991871099, 0.9436267221726633, 0.8529234478601567, 0.6683942721214889, 0.9663600332729853, 0.9988193732332438, 0.8891194098662978, nan, 0.8650017223561832, 0.9318706697459584, nan, 0.967095642000585, nan, nan, nan, nan, 0.9453363164161139, nan, nan, nan, nan, nan, 0.906905055487053, nan, nan, 0.6387864565873282, 0.7121853074700785, nan, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.9726675053772168, nan, nan, 0.991172967084432, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4739454094292804, nan, 0.7541873083274357, 0.9421563101323641, nan, nan, 0.9253583241455348, nan, 0.8902350215160543, nan, nan, 0.8289832376312278, 0.8216044019693021, nan, nan, 0.8861053855504466, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9761509722931266, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.37648902821316615, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7608503100088574, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.3751869775626925, 0.8336394647074259, nan, nan, 0.9099597585513078, 0.7862002923239756, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  |
| 0.0446        | 40.0  | 800  | 0.1747          | 0.6421   | 0.7689        | 0.9492           | [0.8913073909615475, 0.9806201352035986, 0.9621788772597526, 0.9257432942987793, 0.23507514132083276, 0.9698773935232247, 0.9844503042026331, nan, 0.78678168811875, nan, 0.8428902446178214, 0.8852620517535794, 0.9116699523969803, 0.7615595491928114, 0.6464662072375537, 0.9096902542274862, 0.9755072562836772, 0.6, nan, 0.8170791512734168, 0.47463556851311955, nan, 0.928561423168511, nan, 0.0, nan, nan, 0.9172644667623147, nan, nan, nan, nan, nan, 0.6661735549794113, nan, nan, 0.5803344378515836, 0.7130761510152611, 0.0, nan, nan, 0.0, 0.0, 0.2853333333333333, nan, nan, nan, 0.8720348995728437, nan, nan, 0.9851946368534046, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15618887957530037, nan, 0.6963951101989828, 0.8647485596415108, nan, nan, 0.8363708793944826, 0.0, 0.8799739073711677, nan, nan, 0.793349636000787, 0.8193362193362194, nan, nan, 0.8798795681063123, nan, nan, nan, nan, nan, nan, 0.8002050931464707, 0.0, nan, 0.9716451804896653, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3240174672489083, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9212400502723084, 0.7079288025889967, nan, nan, nan, 0.9855431993156544, nan, nan, nan, 0.32957721872816215, 0.823146944083225, 0.0, nan, 0.8938635247913599, 0.8405134257893184, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9582893440899484, 0.9885218754997498, 0.9959432216273382, 0.9631788167466994, 0.24790985096328608, 0.9937295413000042, 0.9919675682308357, nan, 0.8441991614536589, nan, 0.9990266117397577, 0.9782987371171433, 0.9396372286648825, 0.8372513562386981, 0.6590841065549237, 0.9621030483926212, 0.9987433019209527, 0.9031811894882434, nan, 0.8609025146400275, 0.9399538106235565, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9535921288482422, nan, nan, nan, nan, nan, 0.8976777640772708, nan, nan, 0.6311599061347637, 0.7147131654973173, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9734791607483463, nan, nan, 0.9904806507773287, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46236559139784944, nan, 0.7364472753007785, 0.9452078757604618, nan, nan, 0.9259095920617421, nan, 0.8930817610062893, nan, nan, 0.8185430079461748, 0.8221836084564147, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9754838260546712, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34890282131661443, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9268703898840885, 0.775022143489814, nan, nan, nan, 0.9875707183267616, nan, nan, nan, 0.33198416190057195, 0.8304906848596169, nan, nan, 0.9158953722334005, 0.8613981150143641, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0192        | 41.0  | 820  | 0.1705          | 0.6545   | 0.7673        | 0.9498           | [0.8937798115769171, 0.9808269098875001, 0.9628707372310722, 0.9299354019375872, 0.23917667238421955, 0.9726455158631027, 0.9840090975459089, nan, 0.7479017128099958, nan, 0.8367661829138706, 0.8854816468579684, 0.9109477515444663, 0.7618164967562558, 0.7416677010923535, 0.9081714930771535, 0.9754757461577778, 0.6235369568702902, nan, 0.8124263839811543, 0.4574468085106383, nan, 0.9267796372311686, nan, 0.0, nan, nan, 0.9145633038228356, nan, nan, nan, nan, nan, 0.6767408459839699, nan, nan, 0.5791428359206715, 0.7122966851966235, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8728579225031835, nan, nan, 0.9861438649406382, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2310318664643399, nan, 0.7065013823240881, 0.8868519048983099, nan, nan, 0.8357044062438254, 0.0, 0.8784602357845372, nan, nan, 0.7941308495118393, 0.8353552859618717, nan, nan, 0.8779509093751628, nan, nan, nan, nan, nan, nan, 0.8083232602313936, 0.0, nan, 0.9733141606463275, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23201650943396226, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9187604690117253, 0.7008064516129032, nan, nan, nan, 0.9859589041095891, nan, nan, nan, 0.34161056221036984, 0.8271925272444214, 0.0, nan, 0.8973827160493827, 0.7076626839142885, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.9594767769994356, 0.9885734625761554, 0.9955185405512592, 0.9675747699598791, 0.2534351145038168, 0.9931131233261064, 0.9923356820251922, nan, 0.7913814582133337, nan, 0.9992004310719438, 0.9787342139642909, 0.9426851025869759, 0.8257986738999398, 0.7529891775232754, 0.9644517297059255, 0.9988802302830766, 0.8964960811433841, nan, 0.8553565277299345, 0.9434180138568129, nan, 0.9657794676806084, nan, nan, nan, nan, 0.9434130130444454, nan, nan, nan, nan, nan, 0.9005548705302097, nan, nan, 0.6534528997653369, 0.7139135369376806, nan, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.9736009090540156, nan, nan, 0.9919670946131682, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5037220843672456, nan, 0.7475347959424392, 0.9628175474741978, nan, nan, 0.9326350606394708, nan, 0.8928831512744124, nan, nan, 0.8208920596253118, 0.8375325803649001, nan, nan, 0.8903863432165319, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9777579245370586, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24670846394984325, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9247629083245522, 0.7697077059344553, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.3437747470303564, 0.8365258462345841, nan, nan, 0.9140845070422535, 0.7223930245451338, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0205        | 42.0  | 840  | 0.1683          | 0.6439   | 0.7688        | 0.9508           | [0.8956157884696729, 0.9794961472186856, 0.9628598951086375, 0.9296296427722323, 0.2360939431396786, 0.9694325858996146, 0.984206852286516, nan, 0.7762032554989843, nan, 0.8306071727884865, 0.8747351524879615, 0.91282918579367, 0.7510506798516687, 0.7458867678756959, 0.903183084440791, 0.9756043185142028, 0.6346986346986347, nan, 0.8163205899476034, 0.4821320411871593, nan, 0.9294764104717905, nan, 0.0, nan, nan, 0.9181977911646586, nan, nan, nan, nan, nan, 0.6858424306604581, nan, nan, 0.5973088034058082, 0.7148297779264559, 0.0, nan, nan, 0.0, 0.0, 0.25333333333333335, nan, nan, nan, 0.881021132589064, nan, nan, 0.9876144700227675, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.23434704830053668, nan, 0.699641164222744, 0.8843330223059453, nan, nan, 0.8338404161350476, 0.0, 0.8671232876712329, nan, nan, 0.8075123946107953, 0.8373702422145328, nan, nan, 0.8831175610774692, nan, nan, nan, nan, nan, nan, 0.8182137217055624, 0.005714285714285714, nan, 0.9733681492307958, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22863058266784975, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270898805782527, 0.6941467436108821, nan, nan, nan, 0.9863893168977915, nan, nan, nan, 0.35580033219687035, 0.8314752398236972, 0.0, nan, 0.8833465818759937, 0.7496054448609193, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]  | [0.9559974768433983, 0.9882175117489567, 0.9959878379271597, 0.9669546858794306, 0.24994547437295528, 0.9943247034816988, 0.9914342751697807, nan, 0.8291160435615448, nan, 0.9991656672055066, 0.9888227609232109, 0.9362176628010704, 0.8138771683075481, 0.7577309031333197, 0.9677056319420658, 0.9986794020186284, 0.8787459658828953, nan, 0.8694109541853255, 0.9191685912240185, nan, 0.9709344837671834, nan, nan, nan, nan, 0.9572293964490848, nan, nan, nan, nan, nan, 0.905055487053021, nan, nan, 0.6584813945692256, 0.7165445728435823, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9719978896960351, nan, nan, 0.9936877042587634, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5417700578990902, nan, 0.7451285680585044, 0.9763260704775603, nan, nan, 0.9367144432194047, nan, 0.8800397219463754, nan, nan, 0.8360593933066528, 0.8410078192875761, nan, nan, 0.894085936261297, nan, nan, nan, nan, nan, nan, 0.9728771124556645, 0.005714285714285714, nan, 0.9774620596834827, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24231974921630095, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9325605900948367, 0.745792736935341, nan, nan, nan, 0.9877421566946682, nan, nan, nan, 0.35811702595688516, 0.8415114143269483, nan, nan, 0.8943661971830986, 0.7660400181442467, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0113        | 43.0  | 860  | 0.1748          | 0.6693   | 0.7649        | 0.9486           | [0.8862182381869373, 0.9802406949542106, 0.9624540735430076, 0.9315878198907785, 0.25441647909419546, 0.9719408448946482, 0.9846339738576172, nan, 0.7367767757624886, nan, 0.8553230750915206, 0.8861490031479539, 0.9228251382019202, 0.7636274749450013, 0.6105535421119475, 0.9168087441903917, 0.9756930918303929, 0.6048674624089289, nan, 0.8132883686241448, 0.47469458987783597, nan, 0.9292078860590752, nan, 0.0, nan, nan, 0.9203315738419481, nan, nan, nan, nan, nan, 0.6855572674280087, nan, nan, 0.5861074296406018, 0.7151239095190304, 0.0, nan, nan, 0.0, nan, 0.25244444444444447, nan, nan, nan, 0.8725013210882122, nan, nan, 0.9821536722251383, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35437212360289283, nan, 0.6969967423802936, 0.891357894366445, nan, nan, 0.8361548361548361, nan, 0.8668712457560721, nan, nan, 0.7961378223173066, 0.8303030303030303, nan, nan, 0.8798923172499482, nan, nan, nan, nan, nan, nan, 0.8087046275589197, 0.0, nan, 0.9715764961487569, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31139460713250217, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9161764705882353, 0.6882690730106645, nan, nan, nan, 0.974998929748705, nan, nan, nan, 0.3239387308533917, 0.8319916904700078, 0.0, nan, 0.8896979238413855, 0.7915189125295509, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9610294036275909, 0.9878460847988362, 0.9960324542269813, 0.9708929579856126, 0.2711741185023628, 0.9932406580793266, 0.9922176968346933, nan, 0.7792051223661474, nan, 0.9990439936729764, 0.9806938597764552, 0.9431311329170383, 0.8369164824861027, 0.6210085225035051, 0.9603904682683368, 0.9983872881794309, 0.8994928538497003, nan, 0.8639683086462281, 0.9422632794457275, nan, 0.9684118163205616, nan, nan, nan, nan, 0.9558294409336526, nan, nan, nan, nan, nan, 0.8870119194410193, nan, nan, 0.6300703989272545, 0.7168025175402394, nan, nan, nan, 0.0, nan, 0.25244444444444447, nan, nan, nan, 0.9715920620104703, nan, nan, 0.9906231864876147, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7369190846897853, 0.9847227351357655, nan, nan, 0.9312017640573319, nan, 0.8789804700430321, nan, nan, 0.8201960443129749, 0.8331885317115552, nan, nan, 0.8982611912689604, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9754374158815612, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3366771159874608, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.919072708113804, 0.7431355181576617, nan, nan, nan, 0.9761272072689868, nan, nan, nan, 0.3256489221293445, 0.8407242193649961, nan, nan, 0.9096579476861167, 0.8099894158560557, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0423        | 44.0  | 880  | 0.1764          | 0.6578   | 0.7665        | 0.9496           | [0.889150215876588, 0.9809557442409167, 0.962599685988139, 0.9313232297503821, 0.2483226071477475, 0.9684709879228555, 0.9849176089257777, nan, 0.7591036062108363, nan, 0.8497516556291391, 0.890833167627759, 0.9280340839926963, 0.7731644953123098, 0.6335097984582521, 0.9187830316636266, 0.9756127290673199, 0.6028335668690643, nan, 0.8114492375863417, 0.45278851463279957, nan, 0.9283737872578894, nan, 0.0, nan, nan, 0.9201961770623742, nan, nan, nan, nan, nan, 0.6884862283780793, nan, nan, 0.577328577090765, 0.7136350770655894, 0.0, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.8638489208633093, nan, nan, 0.9841647513845718, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3486539724228496, nan, 0.6982046678635547, 0.8906101132714633, nan, nan, 0.8353429531527969, 0.0, 0.8555475739567687, nan, nan, 0.7806831965247807, 0.8477697841726619, nan, nan, 0.8798687773380546, nan, nan, nan, nan, nan, nan, 0.8203425375742748, 0.0, nan, 0.9722504679808648, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.308584686774942, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9221242653232578, 0.6908491343775762, nan, nan, nan, 0.9822789144765003, nan, nan, nan, 0.3275907302142545, 0.8396055022060732, 0.0, nan, 0.899706457925636, 0.8276626126347925, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9601529387027876, 0.9887488586359345, 0.9958936479608699, 0.9716828269928506, 0.26368593238822247, 0.9937295413000042, 0.9923687178785319, nan, 0.8081255944168352, nan, 0.9991830491387252, 0.9754681376106837, 0.9445683417583507, 0.8505793315919898, 0.6447171505537265, 0.9612222929001321, 0.9985455165089961, 0.892577224527432, nan, 0.8579056148811575, 0.9468822170900693, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9573864008059557, nan, nan, nan, nan, nan, 0.8948623099054666, nan, nan, 0.610375460945357, 0.7153838217086257, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9745951868836492, nan, nan, 0.9896356176377761, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.7339466855390422, 0.9811269412427841, nan, nan, 0.9318632855567806, nan, 0.8673286991062562, nan, nan, 0.8026216576764689, 0.8531711555169418, nan, nan, 0.8930289096770784, nan, nan, nan, nan, nan, nan, 0.9793448779470061, 0.0, nan, 0.9762437926393466, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3335423197492163, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9258166491043204, 0.7422497785651019, nan, nan, nan, 0.9835419166809531, nan, nan, nan, 0.32960844698636166, 0.8488585673051693, nan, nan, 0.9250503018108652, 0.8471851217176554, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0414        | 45.0  | 900  | 0.1792          | 0.6436   | 0.7677        | 0.9488           | [0.8882362408291843, 0.9807119383273442, 0.9625192650147333, 0.9285428207881875, 0.25128100020496, 0.9685404420895769, 0.9851476809044285, nan, 0.7651252723997631, nan, 0.8434836191845537, 0.8905569331814222, 0.9100966217980676, 0.7727913677886089, 0.6111678899934962, 0.9008545836760808, 0.9756820560391989, 0.603755720372416, nan, 0.8006403274251576, 0.4661308840413318, nan, 0.9265846669928017, nan, 0.0, nan, nan, 0.919389593860655, nan, nan, nan, nan, nan, 0.6873218257573385, nan, nan, 0.5659120163549632, 0.7120210000772061, 0.0, nan, nan, 0.0, 0.0, 0.296, nan, nan, nan, 0.875307718959135, nan, nan, 0.9841427255892086, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2653985507246377, nan, 0.6994087610857297, 0.8810411537108688, nan, nan, 0.8364761343547437, 0.0, 0.8462895218186569, nan, nan, 0.8048314606741573, 0.8331412103746397, nan, nan, 0.8792806880375293, nan, nan, nan, nan, nan, nan, 0.8090530697190427, 0.0, nan, 0.9719320545412526, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2952353113124817, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9194461925739459, 0.7012244897959183, nan, nan, nan, 0.9838087895142636, nan, nan, nan, 0.35904603826330045, 0.8245841995841996, 0.0, nan, 0.8962394172081118, 0.8302555768946669, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9588946803448314, 0.9883361620246895, 0.9958804283164783, 0.9669620678327693, 0.2673936750272628, 0.9946860519491562, 0.9935768862292405, nan, 0.8136444617095093, nan, 0.9993047226712555, 0.9644360574829438, 0.9499454851818813, 0.8442167302926796, 0.6217489248412861, 0.9645495914273132, 0.9985333450990296, 0.8819732595666205, nan, 0.8355838787461247, 0.9376443418013857, nan, 0.9694720678560983, nan, nan, nan, nan, 0.9545864897750913, nan, nan, nan, nan, nan, 0.9017673653925196, nan, nan, 0.6263828360710694, 0.7136555922410235, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9740067367395804, nan, nan, 0.990134492623777, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48469809760132343, nan, 0.7367303609341825, 0.9737021127718711, nan, nan, 0.9390297684674752, nan, 0.8576630254882489, nan, nan, 0.8309262803781683, 0.8372429771213438, nan, nan, 0.8915490724591724, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9759015176126606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3166144200626959, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9237091675447839, 0.7608503100088574, nan, nan, nan, 0.9843991085204868, nan, nan, nan, 0.3616366036075671, 0.8325898714248229, nan, nan, 0.9158953722334005, 0.8497555566755708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                |
| 0.0226        | 46.0  | 920  | 0.1801          | 0.6550   | 0.7665        | 0.9485           | [0.8863458462898557, 0.9805362879299409, 0.9624164610630704, 0.9279347424642745, 0.23754129955947137, 0.9721395726264539, 0.9842658490159123, nan, 0.7635664776307498, nan, 0.8356462980454843, 0.8814399373940264, 0.9174901543888473, 0.7674503371605613, 0.6060718768887442, 0.9139960834005298, 0.9756086685097655, 0.6063420884048687, nan, 0.8070209464701319, 0.4567627494456763, nan, 0.9278030038421237, nan, 0.0, nan, nan, 0.9152950872898924, nan, nan, nan, nan, nan, 0.6817132878036611, nan, nan, 0.5748679245283019, 0.7084127065849766, 0.0, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.8895469020615677, nan, nan, 0.9856449635805533, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3594520547945205, nan, 0.6942829023888342, 0.8756216291938083, nan, nan, 0.8320258874289076, 0.0, 0.8386274509803922, nan, nan, 0.8140889830508474, 0.8080023028209556, nan, nan, 0.8791935819962492, nan, nan, nan, nan, nan, nan, 0.8087393792266343, 0.0, nan, 0.9728243286962148, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2061182061182061, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9250786988457502, 0.695829926410466, nan, nan, nan, 0.9842765948331262, nan, nan, nan, 0.34068241469816274, 0.8141777430284076, 0.0, nan, 0.8965483331694365, 0.8385667880696919, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9586135918462202, 0.9888571914963863, 0.9958853856831251, 0.9644485127209511, 0.2508905852417303, 0.9931131233261064, 0.9907829969182268, nan, 0.8116083747471635, nan, 0.999548069736316, 0.9809841776745536, 0.9409753196550699, 0.8460920233072132, 0.6160777579987082, 0.9705925527230024, 0.9986185449687955, 0.8727524204702628, nan, 0.860006889424733, 0.9515011547344111, nan, 0.9711538461538461, nan, nan, nan, nan, 0.9589695280710706, nan, nan, nan, nan, nan, 0.8984997944923963, nan, nan, 0.6383674153536708, 0.7098380107304993, nan, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.969238261434195, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5425971877584781, nan, 0.7322481717386176, 0.9719333709109993, nan, nan, 0.9355016538037486, nan, 0.8494538232373386, nan, nan, 0.8469056319239023, 0.8129163046626122, nan, nan, 0.8919718830928598, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.976887733791247, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2175548589341693, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9289778714436249, 0.7537643932683791, nan, nan, nan, 0.984656266072347, nan, nan, nan, 0.3426308842938847, 0.8197323537129363, nan, nan, 0.9172032193158953, 0.8587268786855501, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0467        | 47.0  | 940  | 0.1790          | 0.6529   | 0.7599        | 0.9478           | [0.884850696146606, 0.9802107782226518, 0.9625651109261765, 0.9235209950699835, 0.2388408185688779, 0.9707916986933128, 0.9842714843933019, nan, 0.7386425730369919, nan, 0.8382112873134329, 0.8733720180528691, 0.9177988965316093, 0.7677031458763512, 0.6285279597603005, 0.9129399250797762, 0.9755802477943449, 0.6248542395468932, nan, 0.8076972749580266, 0.48849878934624696, nan, 0.9270108886547243, nan, 0.0, nan, nan, 0.9177043854899838, nan, nan, nan, nan, nan, 0.6929252542561125, nan, nan, 0.5824158784307645, 0.7093412249099331, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8861986371316635, nan, nan, 0.9832075661535365, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3535714285714286, nan, 0.7053283100107642, 0.8840996168582376, nan, nan, 0.8207715133531157, 0.0, 0.8243039633147724, nan, nan, 0.8118596275719591, 0.8034113905753107, nan, nan, 0.8795773174304248, nan, nan, nan, nan, nan, nan, 0.8221399612198131, 0.0, nan, 0.9717522937900114, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.256582796957285, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9152151101783841, 0.6598812553011026, nan, nan, nan, 0.9598063161503192, nan, nan, nan, 0.31004901960784315, 0.8232848232848233, 0.0, nan, 0.8961026147015293, 0.7784956843403206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9607959009771698, 0.9888778263269485, 0.9957878908057374, 0.9624516943428401, 0.2528535078153399, 0.9933044254559368, 0.9914389945774006, nan, 0.7786157287717841, nan, 0.9996002155359719, 0.9831615619102918, 0.9356972940826643, 0.8466278213113656, 0.6377857244127979, 0.9659196555267408, 0.9986428877887287, 0.8646841862609498, nan, 0.8617292456079917, 0.9318706697459584, nan, 0.9649020181339573, nan, nan, nan, nan, 0.9536052125446481, nan, nan, nan, nan, nan, 0.8975133579942458, nan, nan, 0.6295675494468655, 0.7110245563351217, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9949094389183576, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4913151364764268, nan, 0.7419674451521585, 0.9867052809578417, nan, nan, 0.9148842337375964, nan, 0.833035418735518, nan, nan, 0.8433385534481759, 0.804807413843035, nan, nan, 0.8886422493525712, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9756984731053047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2749216300940439, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.919072708113804, 0.6891054030115146, nan, nan, nan, 0.9600120006857534, nan, nan, nan, 0.31165860096788384, 0.8312778798215691, nan, nan, 0.913682092555332, 0.7955244191321001, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.029         | 48.0  | 960  | 0.1755          | 0.6434   | 0.7678        | 0.9485           | [0.8879072726712982, 0.9804285853204154, 0.9626266176705544, 0.9239618655351786, 0.25932444324104786, 0.9715420113915104, 0.9842302773053733, nan, 0.7667252636865897, nan, 0.8452274164375101, 0.8811061110024131, 0.923166388020644, 0.7665452337583485, 0.6499234255835898, 0.9162968985944941, 0.9756049705689993, 0.60828834550651, nan, 0.8157018649600828, 0.4846335697399527, nan, 0.927919101438119, nan, 0.0, nan, nan, 0.9156086350450213, nan, nan, nan, nan, nan, 0.6874723398874628, nan, nan, 0.5723100075244545, 0.7125836335563561, 0.0, nan, nan, 0.0, 0.0, 0.27644444444444444, nan, nan, nan, 0.8769151915649197, nan, nan, 0.9833170761139547, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3547854785478548, nan, 0.7006586316591246, 0.8873207573437283, nan, nan, 0.8121012951865455, 0.0, 0.8439809062969986, nan, nan, 0.7985500755752113, 0.8244450850389161, nan, nan, 0.8800291469317649, nan, nan, nan, nan, nan, nan, 0.8125862068965517, 0.0, nan, 0.9723319929746719, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.254416961130742, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9257011301799917, 0.6974317817014446, nan, nan, nan, 0.9594264926171624, nan, nan, nan, 0.3417599720083975, 0.8429237947122862, 0.0, nan, 0.9033011977797254, 0.7325828272354713, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9575146907473191, 0.9882175117489567, 0.9956176878841959, 0.960465948894737, 0.27851690294438386, 0.993431960209157, 0.9914578722078805, nan, 0.8179443558865686, nan, 0.9990787575394136, 0.980548700827406, 0.9440975319655069, 0.8455562253030607, 0.6618409237700656, 0.9649655037432109, 0.9985850735913875, 0.8831258644536653, nan, 0.8693420599379952, 0.9468822170900693, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9539192212583899, nan, nan, nan, nan, nan, 0.8938553226469379, nan, nan, 0.6374455246396246, 0.7142746595130004, nan, nan, nan, 0.0, nan, 0.27644444444444444, nan, nan, nan, 0.9720587638488698, nan, nan, 0.9955508496146446, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.533498759305211, nan, 0.7378155225288984, 0.9910591070769111, nan, nan, 0.9263506063947078, nan, 0.8544852697782191, nan, nan, 0.8273592019024418, 0.8282652765710976, nan, nan, 0.8936102742983986, nan, nan, nan, nan, nan, nan, 0.9833089922804089, 0.0, nan, 0.9763482155288439, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.270846394984326, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9321390937829294, 0.7697077059344553, nan, nan, nan, 0.9607834733413337, nan, nan, nan, 0.3437747470303564, 0.853319338756232, nan, nan, 0.9331991951710261, 0.7477949700115921, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0698        | 49.0  | 980  | 0.1808          | 0.6530   | 0.7598        | 0.9475           | [0.8835897858873197, 0.9804726069095355, 0.9630206735194845, 0.9263793237962168, 0.25809517344375804, 0.9646537510305029, 0.9843474684402151, nan, 0.7409388826206564, nan, 0.8519666128004032, 0.8866150076163984, 0.9246598722387478, 0.7617731933443851, 0.5899272749875684, 0.9200327830464817, 0.9756803929672656, 0.602986033071119, nan, 0.8111731126932205, 0.47147147147147145, nan, 0.9273707802213195, nan, 0.0, nan, nan, 0.9203940763052209, nan, nan, nan, nan, nan, 0.6859094709937996, nan, nan, 0.5690057569628131, 0.7124806999485332, 0.0, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.877393441420292, nan, nan, 0.9864455397543633, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3619791666666667, nan, 0.7095157103213678, 0.893521146749929, nan, nan, 0.8244492525570417, 0.0, 0.8723778501628664, nan, nan, 0.8035189795518756, 0.8280438545874207, nan, nan, 0.8793256433007985, nan, nan, nan, nan, nan, nan, 0.8146664344190907, 0.0, nan, 0.9714647296430491, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22725943258262649, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9109243697478991, 0.6930041152263374, nan, nan, nan, 0.9762108505904501, nan, nan, nan, 0.3575672841663754, 0.8325557283566615, 0.0, nan, 0.9054682955206516, 0.7096056922620813, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9602735632947114, 0.9886766367289667, 0.9957515367836606, 0.9641790714240895, 0.27640857869865504, 0.9948773540789865, 0.9939544388388369, nan, 0.7829022276398805, nan, 0.9988701743407902, 0.9716214254608797, 0.9397363465160076, 0.8309557296899069, 0.5980402967910647, 0.961246758330479, 0.9984633594917219, 0.8658367911479945, nan, 0.8713055459869101, 0.9064665127020786, nan, 0.9681924539338989, nan, nan, nan, nan, 0.9595190433201188, nan, nan, nan, nan, nan, 0.8934443074393753, nan, nan, 0.6129735165940329, 0.7141714816343376, nan, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.9707195324865062, nan, nan, 0.9943494771993769, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7479122434536447, 0.9789500281832494, nan, nan, 0.9242557883131202, nan, 0.8865276398543529, nan, nan, 0.8330433269531929, 0.8311613090066609, nan, nan, 0.8903863432165319, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9752575764607602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24357366771159875, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9138040042149631, 0.745792736935341, nan, nan, nan, 0.9778844505400308, nan, nan, nan, 0.36005279366476023, 0.842823405930202, nan, nan, 0.9395372233400402, 0.7238042437377148, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0359        | 50.0  | 1000 | 0.1795          | 0.6513   | 0.7613        | 0.9477           | [0.8876321474394449, 0.9803369062717342, 0.9621538151988361, 0.9281843782000228, 0.2625320902580732, 0.9711005460169826, 0.9844572445443477, nan, 0.7410500889905924, nan, 0.8340539128920872, 0.8856861457649376, 0.9277117275796272, 0.766833373993657, 0.6723343028652763, 0.9064717019869061, 0.9756362230943038, 0.5871698113207547, nan, 0.8127587744442322, 0.46215139442231074, nan, 0.926232092192371, nan, 0.0, nan, nan, 0.9217171717171717, nan, nan, nan, nan, nan, 0.6872699820703972, nan, nan, 0.5741427247451344, 0.7096300872654259, 0.0, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.8749108726255553, nan, nan, 0.9817993191112185, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35406091370558374, nan, 0.6941804160688666, 0.8944850074431133, nan, nan, 0.8253501812126555, 0.0, 0.8604954367666232, nan, nan, 0.8019239911630639, 0.823139065204847, nan, nan, 0.8777916927572532, nan, nan, nan, nan, nan, nan, 0.8153899842959343, 0.0, nan, 0.9701754791575151, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.264919941775837, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.917016806722689, 0.6953376205787781, nan, nan, nan, 0.9663368880894256, nan, nan, nan, 0.312554718963404, 0.8313878080415046, 0.0, nan, 0.9082785033879996, 0.5990561351217089, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.958528379978531, 0.988919095988073, 0.9956358648952344, 0.9635294595302863, 0.28251544892766267, 0.9942396803128852, 0.9921185892746742, nan, 0.7808259547506463, nan, 0.9992525768715996, 0.9790245318623894, 0.9397115670532263, 0.8420735382760699, 0.6845886041052947, 0.9721828056955522, 0.9985576879189627, 0.896726602120793, nan, 0.8790561488115742, 0.9376443418013857, nan, 0.9667665984205908, nan, nan, nan, nan, 0.9598853868194842, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6230305062018102, 0.7110761452744532, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.971044194634958, nan, nan, 0.9924048828661896, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7305024769992923, 0.9810491943478007, nan, nan, 0.9289966923925027, nan, 0.8738828202581926, nan, nan, 0.8316222956905052, 0.8262380538662033, nan, nan, 0.8890650599862586, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9737550471063257, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2852664576802508, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9199157007376185, 0.7661647475642162, nan, nan, nan, 0.9670409737699297, nan, nan, nan, 0.3141223053233612, 0.8409866176856469, nan, nan, 0.9304828973843058, 0.6077818658333753, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0349        | 51.0  | 1020 | 0.1808          | 0.6503   | 0.7594        | 0.9480           | [0.8873376440533055, 0.9809089606615089, 0.9624409771956802, 0.9304589609274976, 0.25281704568735913, 0.9635274007867043, 0.984587131894799, nan, 0.7468987645587529, nan, 0.8458945943161582, 0.8858101882321969, 0.9256459492963224, 0.7789595235201167, 0.6329567117682615, 0.9059799753120286, 0.9757202882044907, 0.5942965180400189, nan, 0.8158330358012269, 0.4621896162528217, nan, 0.9289661443760493, nan, 0.0, nan, nan, 0.9204071437492194, nan, nan, nan, nan, nan, 0.6899803536345775, nan, nan, 0.574845134478162, 0.7116899160961548, 0.0, nan, nan, 0.0, nan, 0.21155555555555555, nan, nan, nan, 0.8777199794856766, nan, nan, 0.9876231116144559, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3360137851809305, nan, 0.6965963760622275, 0.8900693496035899, nan, nan, 0.8176682575241063, 0.0, 0.8584745762711864, nan, nan, 0.8006671525480742, 0.8225806451612904, nan, nan, 0.8753789858860429, nan, nan, nan, nan, nan, nan, 0.8194444444444444, 0.0, nan, 0.9712778191947387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24426807760141092, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9218357082984073, 0.679465776293823, nan, nan, nan, 0.9806523414091259, nan, nan, nan, 0.267897776999825, 0.8316883116883117, 0.0, nan, 0.9084231145935358, 0.6589277758526806, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9590263714130783, 0.9889294134033542, 0.9959680084605724, 0.9683461840837704, 0.26913849509269355, 0.9944734940271224, 0.9918684606708166, nan, 0.7920110377345854, nan, 0.9990439936729764, 0.9768471476266511, 0.9436515016354445, 0.8584153774027192, 0.6433466185667701, 0.9696384009394725, 0.9984329309668055, 0.8695251267865376, nan, 0.8658284533241475, 0.9457274826789839, nan, 0.9710807253582919, nan, nan, nan, nan, 0.9642291740262459, nan, nan, nan, nan, nan, 0.9021783806000822, nan, nan, 0.6143982567884679, 0.713268675196038, nan, nan, nan, 0.0, nan, 0.21155555555555555, nan, nan, nan, 0.9723631346130434, nan, nan, 0.99439020168803, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4838709677419355, nan, 0.7309742863882991, 0.9753931077377597, nan, nan, 0.9255788313120177, nan, 0.8718305196954651, nan, nan, 0.8283452235949191, 0.8271068635968722, nan, nan, 0.885048358966228, nan, nan, nan, nan, nan, nan, 0.9724598372626747, 0.0, nan, 0.9750023205086555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26050156739811914, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7209920283436669, nan, nan, nan, 0.9819132521858391, nan, nan, nan, 0.2693356797184338, 0.8401994227236945, nan, nan, 0.9330985915492958, 0.6708835240159267, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0192        | 52.0  | 1040 | 0.1796          | 0.6528   | 0.7603        | 0.9494           | [0.8899197579895209, 0.9816788892698679, 0.9629665747958486, 0.9319175603762964, 0.25090635474382655, 0.9706560338919693, 0.983781127129751, nan, 0.736783973187081, nan, 0.8322788017432349, 0.8862188956732979, 0.9281940911758951, 0.778056081617692, 0.7095642999006951, 0.8905359435896281, 0.9755448755101009, 0.5945463398798896, nan, 0.8054133606347581, 0.45535219079312256, nan, 0.9275225177864227, nan, 0.0, nan, nan, 0.9191954789744623, nan, nan, nan, nan, nan, 0.6835805562905661, nan, nan, 0.5576537690766148, 0.7126978000771903, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.879874306295711, nan, nan, 0.9886473918317833, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35398813447593935, nan, 0.7108672184238934, 0.889171137243756, nan, nan, 0.8269382133018497, 0.0, 0.8474388254486134, nan, nan, 0.8010185522008003, 0.8120127057464626, nan, nan, 0.8736180246266702, nan, nan, nan, nan, nan, nan, 0.824635389211035, 0.0, nan, 0.9722271963216054, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2649448636099826, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9136735979836169, 0.634417808219178, nan, nan, nan, 0.9822736030828516, nan, nan, nan, 0.2747743800928765, 0.8168793956759572, 0.0, nan, 0.9101477832512316, 0.7566688033134461, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9584155019200337, 0.9895587757355028, 0.9953582523630115, 0.9714945871827144, 0.26666666666666666, 0.9934957275857671, 0.9919014965241563, nan, 0.7773967556561692, nan, 0.9991656672055066, 0.9796777471331107, 0.9404301714738824, 0.8529904226106758, 0.7203957214196821, 0.9671184616137398, 0.9987402590684611, 0.8443983402489627, nan, 0.8671718911470893, 0.9480369515011547, nan, 0.9675709271716876, nan, nan, nan, nan, 0.9555154322199108, nan, nan, nan, nan, nan, 0.9025482942868887, nan, nan, 0.6063526651022461, 0.714481015270326, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9715717706261922, nan, nan, 0.9956832042027672, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7456475583864118, 0.9729052070982915, nan, nan, 0.9266813671444322, nan, 0.8597815292949355, nan, nan, 0.8301722637898034, 0.8143643208803939, nan, nan, 0.8811902119338302, nan, nan, nan, nan, nan, nan, 0.9791362403505112, 0.0, nan, 0.9764178307885089, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.916754478398314, 0.6563330380868024, nan, nan, nan, 0.9832418995371164, nan, nan, nan, 0.27593488781346237, 0.8228811335607452, nan, nan, 0.9293762575452716, 0.7734489189052971, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0237        | 53.0  | 1060 | 0.1803          | 0.6513   | 0.7608        | 0.9485           | [0.8891053634329743, 0.9816291392085925, 0.9622749356959132, 0.9342767060864249, 0.2515312372396897, 0.9685744491200431, 0.9836941743476263, nan, 0.7383245064997592, nan, 0.8508880994671403, 0.890434552199258, 0.9241921016267061, 0.767461313258051, 0.6702479594360623, 0.9093645177595001, 0.9756822006434004, 0.6003194888178913, nan, 0.8117157490396927, 0.4299792531120332, nan, 0.9285939415163719, nan, 0.0, nan, nan, 0.9179757207127957, nan, nan, nan, nan, nan, 0.6825317327406758, nan, nan, 0.5685159921176293, 0.7108108108108108, 0.0, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.8772823001556634, nan, nan, 0.980742265129276, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35251798561151076, nan, 0.6892673089849877, 0.8902560810328839, nan, nan, 0.8365317689171721, 0.0, 0.8722019781363873, nan, nan, 0.7984700311037632, 0.825735718407386, nan, nan, 0.877410969586691, nan, nan, nan, nan, nan, nan, 0.8084815321477428, 0.0, nan, 0.9721450238335981, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17723718505647262, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9243820695433599, 0.6722129783693843, nan, nan, nan, 0.97284912851698, nan, nan, nan, 0.2683887915936953, 0.8309529992209815, 0.0, nan, 0.9051631233467229, 0.6820249159580779, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9600533404158782, 0.9882071943336755, 0.9959233921607509, 0.970139998745068, 0.2687022900763359, 0.9931768907027165, 0.9902261068190721, nan, 0.7805848391893159, nan, 0.9992178130051624, 0.975613296559733, 0.9446426801466944, 0.8602906704172527, 0.6830132799823564, 0.9683661985614327, 0.9985394308040129, 0.8662978331028124, nan, 0.8735101619014812, 0.9572748267898383, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9557247713624053, nan, nan, nan, nan, nan, 0.8961981093300452, nan, nan, 0.6286456587328193, 0.7123142798184069, nan, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.9720384724645915, nan, nan, 0.9898086967145518, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7256900212314225, 0.9703201228400941, nan, nan, 0.9275633958103638, nan, 0.8873882820258193, nan, nan, 0.8263731802099646, 0.8288444830582102, nan, nan, 0.8919718830928598, nan, nan, nan, nan, nan, nan, 0.9864385562278323, 0.0, nan, 0.9760871583051005, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19184952978056427, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.930031612223393, 0.7156775907883083, nan, nan, nan, 0.9736413509343391, nan, nan, nan, 0.269687637483502, 0.8396746260823931, nan, nan, 0.929476861167002, 0.6953278564588479, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0614        | 54.0  | 1080 | 0.1883          | 0.6508   | 0.7568        | 0.9468           | [0.882402764774084, 0.9803439425840262, 0.9614224629463937, 0.9309668256852142, 0.2553061224489796, 0.9694794281801772, 0.9841125864971012, nan, 0.7228445371206246, nan, 0.852029099314003, 0.8870097876023704, 0.9239811721093578, 0.7648478995654273, 0.5656606471264725, 0.9195222289748025, 0.9757070211437238, 0.601639080829182, nan, 0.8086850701338628, 0.47769953051643194, nan, 0.9277358159142807, nan, 0.0, nan, nan, 0.9173375394321767, nan, nan, nan, nan, nan, 0.693156697784634, nan, nan, 0.5625807432175697, 0.7063093675187273, 0.0, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.8729211165270095, nan, nan, 0.9779975452222379, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33311170212765956, nan, 0.685932142212597, 0.8925635904053171, nan, nan, 0.8398987341772152, 0.0, 0.8604818175883006, nan, nan, 0.7878525067144136, 0.8076036866359447, nan, nan, 0.8743739565943238, nan, nan, nan, nan, nan, nan, 0.8250830855343712, 0.0, nan, 0.9695915288623267, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2063353676256902, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9068936527952921, 0.6741479634247715, nan, nan, nan, 0.9529134532990574, nan, nan, nan, 0.3024313451110722, 0.8266286010900596, 0.0, nan, 0.9038385826771653, 0.7817401598105949, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9626727753615971, 0.9872218811743282, 0.9961150770044286, 0.970228582185132, 0.27284623773173394, 0.9931981464949199, 0.9933503546634826, nan, 0.7615367098442125, nan, 0.9995654516695347, 0.9669037596167803, 0.9387947269303202, 0.8487040385774564, 0.5733864742670804, 0.9624455644174781, 0.9983629453594978, 0.8630705394190872, nan, 0.8698587667929728, 0.9399538106235565, nan, 0.9654869844983913, nan, nan, nan, nan, 0.9511716450131491, nan, nan, nan, nan, nan, 0.89570489108097, nan, nan, 0.6204324505531345, 0.7077486586875774, nan, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.9702528306481069, nan, nan, 0.9897170666150823, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4143920595533499, nan, 0.7172918141071007, 0.9814573655464635, nan, nan, 0.9144432194046307, nan, 0.8725587553790136, nan, nan, 0.8166869671132765, 0.8120474949319433, nan, nan, 0.885788277575181, nan, nan, nan, nan, nan, nan, 0.9841435426663885, 0.0, nan, 0.9731633173991739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2225705329153605, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9093782929399368, 0.7183348095659876, nan, nan, nan, 0.9532401851534373, nan, nan, nan, 0.3042674879014518, 0.8357386512726318, nan, nan, 0.9238430583501006, 0.7988004636863061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                   |
| 0.0101        | 55.0  | 1100 | 0.1925          | 0.6495   | 0.7569        | 0.9457           | [0.8778740684962466, 0.9798356141949087, 0.9609720176730486, 0.9302087953025492, 0.23671563915968694, 0.9692355500310752, 0.9843375748502994, nan, 0.7304461710889194, nan, 0.8451170037629351, 0.88692089088626, 0.9238130111070426, 0.7622403333537594, 0.5125512969415409, 0.9181262065917708, 0.9756712706853683, 0.6006616257088847, nan, 0.8083658209241388, 0.4939540507859734, nan, 0.9270880597535862, nan, 0.0, nan, nan, 0.9204967545867258, nan, nan, nan, nan, nan, 0.6894142252784687, nan, nan, 0.5654089995361063, 0.7080415980230642, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8743302306018323, nan, nan, 0.984168838880446, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34055517941773866, nan, 0.6820400304482156, 0.8901283645342627, nan, nan, 0.8285742811501597, 0.0, 0.8469688051795173, nan, nan, 0.795059443696725, 0.8294930875576036, nan, nan, 0.8769351055512119, nan, nan, nan, nan, nan, nan, 0.8029172320217096, 0.0, nan, 0.9699598347155199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.214554943461873, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220452640402347, 0.6652754590984975, nan, nan, nan, 0.9596573875802998, nan, nan, nan, 0.27980045510239804, 0.8348909657320872, 0.0, nan, 0.8971394984326019, 0.8089444909619268, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9585870323030444, 0.9876552126161354, 0.9962819750148721, 0.9677150270733139, 0.2506724827335514, 0.994452238234919, 0.9930199961300857, nan, 0.7769815010783224, nan, 0.99937425040413, 0.9740165481201916, 0.9377539894935077, 0.8330989217065167, 0.5214007782101168, 0.9657239320839653, 0.9982016741774409, 0.8789764868603043, nan, 0.8714088873579056, 0.9434180138568129, nan, 0.971117285756069, nan, nan, nan, nan, 0.9629862228676845, nan, nan, nan, nan, nan, 0.8941841348129881, nan, nan, 0.6128897083473014, 0.7095026826248453, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9701513737267157, nan, nan, 0.9955915741032977, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7186600613352205, 0.9879492312775758, nan, nan, 0.9149944873208379, nan, 0.8573982125124131, nan, nan, 0.8223130908879995, 0.8340573414422241, nan, nan, 0.8891707626446805, nan, nan, nan, nan, nan, nan, 0.9876903818068016, 0.0, nan, 0.9736680280317446, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23197492163009403, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9272918861959958, 0.7059344552701505, nan, nan, nan, 0.9603977370135436, nan, nan, nan, 0.2813022437307523, 0.843872999212805, nan, nan, 0.921327967806841, 0.8277808578196664, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0207        | 56.0  | 1120 | 0.1868          | 0.6532   | 0.7624        | 0.9479           | [0.8853637443495577, 0.9800299448626164, 0.9623303812656877, 0.9324138860419674, 0.25582026742686487, 0.9705668529173503, 0.9846427401619017, nan, 0.7214725949222613, nan, 0.8404714208425331, 0.8880344713291349, 0.922656629431763, 0.7647452675147605, 0.6363171355498721, 0.9137899248744066, 0.9754787017471908, 0.5934065934065934, nan, 0.8103270667010044, 0.46869615163699024, nan, 0.9293543174313216, nan, 0.0, nan, nan, 0.9196109517338568, nan, nan, nan, nan, nan, 0.6895725255838155, nan, nan, 0.5628101736972705, 0.7074709092781382, 0.0, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.8708663420306708, nan, nan, 0.9877364499398449, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3488231744115872, nan, 0.6948352586865645, 0.8917383427435668, nan, nan, 0.8225490196078431, 0.0, 0.8659585559754985, nan, nan, 0.794724032785968, 0.8435432844406098, nan, nan, 0.8722225126784127, nan, nan, nan, nan, nan, nan, 0.8126617215801276, 0.0, nan, 0.9712175757120486, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2396597242593136, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.916123607315535, 0.6911037891268533, nan, nan, nan, 0.975306000171189, nan, nan, nan, 0.32512013979903887, 0.8368352788586252, 0.0, nan, 0.9029710788668444, 0.7449916115661699, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.958467514358753, 0.9893627448451614, 0.9952938065966026, 0.9704426588319536, 0.27400945110868774, 0.9931981464949199, 0.9930955066520051, nan, 0.7620725222027246, nan, 0.9990961394726321, 0.9722746407316011, 0.9414956883734761, 0.8414707655213984, 0.6467020589486286, 0.9701277095464109, 0.9987615590359026, 0.8713692946058091, nan, 0.8671029968997589, 0.9422632794457275, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9562481192186416, nan, nan, nan, nan, nan, 0.8987258528565557, nan, nan, 0.60828025477707, 0.7088578208832026, nan, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.9725457570715474, nan, nan, 0.994675273108602, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47808105872622003, nan, 0.7293229535267752, 0.9854030204668701, nan, nan, 0.9250275633958104, nan, 0.8797749089705396, nan, nan, 0.8238791253407575, 0.8494063133507095, nan, nan, 0.8817187252259394, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9750545319534042, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2561128526645768, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9184404636459431, 0.7431355181576617, nan, nan, nan, 0.9767272415566604, nan, nan, nan, 0.32740871095468543, 0.8464969824193125, nan, nan, 0.9203219315895372, 0.7609495489138652, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  |
| 0.0274        | 57.0  | 1140 | 0.1835          | 0.6533   | 0.7612        | 0.9486           | [0.8881686023018937, 0.9797674406707695, 0.9614730561847941, 0.9322571029078804, 0.24432284541723667, 0.9669706934706624, 0.984642117785917, nan, 0.7365314119580331, nan, 0.8481843802104083, 0.8834504960252283, 0.9214466881279875, 0.767791169523348, 0.6489043284068176, 0.9055460263007433, 0.9756079433973482, 0.5977122603512164, nan, 0.8059033701355136, 0.47941176470588237, nan, 0.9283107586497298, nan, 0.0, nan, nan, 0.9217702505166591, nan, nan, nan, nan, nan, 0.6860556269793986, nan, nan, 0.5678198791872597, 0.709476501775879, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.876002490203977, nan, nan, 0.9861465032560773, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34690265486725663, nan, 0.6882831095342884, 0.8907564513558032, nan, nan, 0.8296070127056042, 0.0, 0.8567327766179541, nan, nan, 0.7982092893116955, 0.8336690647482015, nan, nan, 0.8719276226336158, nan, nan, nan, nan, nan, nan, 0.8312355965254388, 0.0, nan, 0.970127603504473, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1902654867256637, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.915126050420168, 0.6903385631709331, nan, nan, nan, 0.9772688356164384, nan, nan, nan, 0.3119972018188178, 0.8356661482633488, 0.0, nan, 0.9009009009009009, 0.7749556125468534, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.960816927282184, 0.9880060047356937, 0.995949831449534, 0.9696084981046835, 0.25968738640494365, 0.9937933086766144, 0.992146905720394, nan, 0.7805044673355391, nan, 0.9991830491387252, 0.9759761939323559, 0.9362424422638517, 0.8490389123300516, 0.6591471195198412, 0.9687087145862896, 0.9985881164438791, 0.855232826187183, nan, 0.8624526352049604, 0.941108545034642, nan, 0.9672053231939164, nan, nan, nan, nan, 0.957046224699402, nan, nan, nan, nan, nan, 0.8992601726263871, nan, nan, 0.6066040898424405, 0.7110503508047874, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.970780406639341, nan, nan, 0.9928833956078639, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48635235732009924, nan, 0.7230950695918849, 0.9775311473498027, nan, nan, 0.9286659316427784, nan, 0.8693809996689837, nan, nan, 0.8273302012644278, 0.8389805965826818, nan, nan, 0.8811902119338302, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9738420661809069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20219435736677116, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9180189673340359, 0.7404782993799823, nan, nan, nan, 0.9784416252357278, nan, nan, nan, 0.3139463264408271, 0.845972185778011, nan, nan, 0.9154929577464789, 0.7919459704651983, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0311        | 58.0  | 1160 | 0.1862          | 0.6518   | 0.7609        | 0.9480           | [0.8874344317486436, 0.9793845020564342, 0.9609552177911226, 0.9319717281421249, 0.2307321108506825, 0.970367755466495, 0.9838250444881521, nan, 0.7392964620792555, nan, 0.843180385083513, 0.8837468819745307, 0.9227933097301917, 0.7624779621861512, 0.6389121209305207, 0.9036879627090759, 0.9757002676181981, 0.5987291501191422, nan, 0.8022175222713581, 0.4415236051502146, nan, 0.9276691045246177, nan, 0.0, nan, nan, 0.922748725693789, nan, nan, nan, nan, nan, 0.6838958443910207, nan, nan, 0.568059351815697, 0.7084652407793478, 0.0, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.875828724222556, nan, nan, 0.9816854971653733, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34440344403444034, nan, 0.6854744591076398, 0.8866437450409944, nan, nan, 0.8340931615460853, 0.0, 0.8402509967971763, nan, nan, 0.7937991437445785, 0.8338133640552995, nan, nan, 0.8769279029643959, nan, nan, nan, nan, nan, nan, 0.8161357340720221, 0.0, nan, 0.9689891563200851, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2646887725421757, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208315833683326, 0.6540404040404041, nan, nan, nan, 0.9563969674904699, nan, nan, nan, 0.2915791316526611, 0.8371428571428572, 0.0, nan, 0.9000888537861585, 0.7769067692155993, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.959711386297489, 0.9876552126161354, 0.9963645977923193, 0.9704537317619615, 0.24332969829153037, 0.9932831696637333, 0.9914814692459802, nan, 0.7831969244370621, nan, 0.9994437781370044, 0.9771374655247496, 0.9364902368916642, 0.8399973210099793, 0.6498527071945053, 0.9675833047903313, 0.9984451023767721, 0.8688335638543108, nan, 0.8623492938339649, 0.9503464203233256, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9592573693920007, nan, nan, nan, nan, nan, 0.900308261405672, nan, nan, 0.6096211867247737, 0.7100185720181593, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9943087527107238, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46319272125723737, nan, 0.7205001179523473, 0.9773950902835818, nan, nan, 0.9278941565600882, nan, 0.8510427010923535, nan, nan, 0.822690099182182, 0.838401390095569, nan, nan, 0.8864753448549231, nan, nan, nan, nan, nan, nan, 0.9835176298769038, 0.0, nan, 0.9725193762472734, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2852664576802508, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9241306638566913, 0.6882196634189548, nan, nan, nan, 0.9570118292473856, nan, nan, nan, 0.2930928288605367, 0.8457097874573603, nan, nan, 0.9172032193158953, 0.7942140013104179, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0248        | 59.0  | 1180 | 0.1950          | 0.6512   | 0.7588        | 0.9461           | [0.879539791479414, 0.9795674121961324, 0.9616241438520117, 0.9302389862221466, 0.2601234484161975, 0.967562979983026, 0.9839490410113226, nan, 0.7263657056145675, nan, 0.8624803060994823, 0.8888594515829912, 0.9180604424736106, 0.7664968387453195, 0.529460028484736, 0.9146459972235076, 0.9756642167356453, 0.5976519117880374, nan, 0.8031156885606944, 0.45535219079312256, nan, 0.9280436990090689, nan, 0.0, nan, nan, 0.920308096937817, nan, nan, nan, nan, nan, 0.686147528036645, nan, nan, 0.5689776183420416, 0.7083354785563507, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8773061374494671, nan, nan, 0.975705006575711, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34951456310679613, nan, 0.6899905443739025, 0.8890987063868838, nan, nan, 0.8306475531389026, 0.0, 0.8614983713355049, nan, nan, 0.7938655462184874, 0.8482142857142857, nan, nan, 0.8778078202995009, nan, nan, nan, nan, nan, nan, 0.8141103233615771, 0.0, nan, 0.9696524859994567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27990775439607957, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9180155560227033, 0.6791666666666667, nan, nan, nan, 0.949413677993666, nan, nan, nan, 0.25466164755318216, 0.8375779625779626, 0.0, nan, 0.9038405159777192, 0.7970128653817716, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9605480119075285, 0.9880266395662559, 0.9957631039725031, 0.9689035215608403, 0.27880770628862234, 0.9935382391701739, 0.9929020109395869, nan, 0.7694399421322653, nan, 0.9991135214058507, 0.9740165481201916, 0.9439488551888195, 0.8363137097314313, 0.5387766032861261, 0.9671429270440867, 0.9985150879840798, 0.8683725218994929, nan, 0.8541853255253187, 0.9480369515011547, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9614161792989755, nan, nan, nan, nan, nan, 0.8927250308261405, nan, nan, 0.6114649681528662, 0.7097606273215022, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9687715595957956, nan, nan, 0.9894930819274901, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41687344913151364, nan, 0.7230007077140835, 0.9792027055919454, nan, nan, 0.9263506063947078, nan, 0.8754716981132076, nan, nan, 0.821907081955803, 0.8528815522733855, nan, nan, 0.8922361397389145, nan, nan, nan, nan, nan, nan, 0.9822658042979345, 0.0, nan, 0.9733257530050587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30438871473354234, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9203371970495258, 0.7218777679362267, nan, nan, nan, 0.9507971884107663, nan, nan, nan, 0.2559612846458425, 0.8457097874573603, nan, nan, 0.9304828973843058, 0.8149286830300893, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0075        | 60.0  | 1200 | 0.1923          | 0.6393   | 0.7590        | 0.9470           | [0.8831836013703556, 0.9799284731211403, 0.9614234282806595, 0.9284100831068016, 0.2525142701821147, 0.9638588972224512, 0.984011532664963, nan, 0.7279410832667859, nan, 0.8513045280895549, 0.8889476817249818, 0.9184621680830063, 0.764109455167359, 0.6057653582824747, 0.8993288590604027, 0.9756702355078388, 0.5977948226270374, nan, 0.8014975150405441, 0.46231721034870643, nan, 0.9287322358238357, nan, 0.0, nan, nan, 0.919349564867448, nan, nan, nan, nan, nan, 0.6881326490327675, nan, nan, 0.5555983366702603, 0.706544125218824, 0.0, nan, nan, 0.0, 0.0, 0.2408888888888889, nan, nan, nan, 0.8764391560623589, nan, nan, 0.9750612917487239, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34894772572980315, nan, 0.6941076080122159, 0.8963803865400598, nan, nan, 0.8300932354691529, 0.0, 0.875601508648719, nan, nan, 0.7931959857993459, 0.8419689119170984, nan, nan, 0.8724814698820336, nan, nan, nan, nan, nan, nan, 0.8222183222183223, 0.0, nan, 0.9688674119374342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21190130624092887, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8992427429533025, 0.6938435940099834, nan, nan, nan, 0.9480063386012249, nan, nan, nan, 0.30524475524475525, 0.8455158113011924, 0.0, nan, 0.9049306170652495, 0.7909763313609467, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9594314044465102, 0.988036956981537, 0.9959762707383172, 0.9693870395045233, 0.27015630679752817, 0.9943034476894954, 0.9921988192042135, nan, 0.7692658031157489, nan, 0.9993221046044741, 0.9754681376106837, 0.9453860640301318, 0.8378541289933695, 0.6160620047574789, 0.9671184616137398, 0.9985242165415548, 0.8623789764868603, nan, 0.8444023424044093, 0.9491916859122402, nan, 0.9652676221117286, nan, nan, nan, nan, 0.9564574583611362, nan, nan, nan, nan, nan, 0.8955199342375668, nan, nan, 0.6046765001676165, 0.7079292199752373, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9685077716001785, nan, nan, 0.9879964569694871, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4251447477253929, nan, 0.7291814107100731, 0.9853058368481409, nan, nan, 0.9227122381477398, nan, 0.8914266799073155, nan, nan, 0.8228931036482803, 0.8470894874022589, nan, nan, 0.8834099677606891, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9723859469995824, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22884012539184953, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9009483667017913, 0.7387068201948627, nan, nan, nan, 0.9486970684039088, nan, nan, nan, 0.30725912890453144, 0.8559433219627395, nan, nan, 0.9250503018108652, 0.808477395292576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0128        | 61.0  | 1220 | 0.1924          | 0.6384   | 0.7598        | 0.9471           | [0.8845732309587454, 0.9796921061251228, 0.9609646850666688, 0.9285125122573747, 0.24921672796621713, 0.9673895050488329, 0.9839222730547214, nan, 0.7343344433330379, nan, 0.8404250654115446, 0.8895391367959035, 0.9182113234763793, 0.7665128703254007, 0.6283972960848918, 0.8927566886433699, 0.9757599007913496, 0.591997479521109, nan, 0.8013837216891848, 0.4601123595505618, nan, 0.9266879674168744, nan, 0.0, nan, nan, 0.9175296744326854, nan, nan, nan, nan, nan, 0.6860900178393824, nan, nan, 0.5482724729719514, 0.7067940169399892, 0.0, nan, nan, 0.0, 0.0, 0.25066666666666665, nan, nan, nan, 0.874187583530144, nan, nan, 0.9771373466866229, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34347826086956523, nan, 0.6821362466705793, 0.895874852295374, nan, nan, 0.8335492873517393, 0.0, 0.8773217300948175, nan, nan, 0.7906794814483683, 0.8311239193083574, nan, nan, 0.8711227154046998, nan, nan, nan, nan, nan, nan, 0.81991599579979, 0.0, nan, 0.9686632907880133, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20963503649635037, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9072555205047319, 0.6903015484922576, nan, nan, nan, 0.952075035333419, nan, nan, nan, 0.31181102362204727, 0.8338094001558037, 0.0, nan, 0.9036085022244191, 0.7739310548897766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9583723426623729, 0.9875004513869186, 0.9962092669707184, 0.9681025796235943, 0.2660123591421301, 0.9937507970922076, 0.9926660405585891, nan, 0.7768877339155827, nan, 0.9993916323373485, 0.970823051241109, 0.9464020220041629, 0.8456232000535798, 0.6399596717024528, 0.9706659490140431, 0.9983903310319225, 0.8662978331028124, nan, 0.8458835687220118, 0.9457274826789839, nan, 0.9649385785317344, nan, nan, nan, nan, 0.9516949928693854, nan, nan, nan, nan, nan, 0.8931154952733251, nan, nan, 0.6077774052966812, 0.7081613702022287, nan, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.968893307901465, nan, nan, 0.9903686584335325, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7129039867893371, 0.9873272561177088, nan, nan, 0.9220507166482911, nan, 0.8943396226415095, nan, nan, 0.8207180557972276, 0.8352157544164495, nan, nan, 0.8816658738967285, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9721248897758389, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22507836990595612, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9091675447839831, 0.75022143489814, nan, nan, nan, 0.9527687296416938, nan, nan, nan, 0.3135943686757589, 0.8425610076095513, nan, nan, 0.9195171026156942, 0.7909379567562119, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.02          | 62.0  | 1240 | 0.1989          | 0.6256   | 0.7581        | 0.9452           | [0.8782558006559925, 0.9796336201380962, 0.9610346130484066, 0.9285757357557614, 0.26115210180735127, 0.9680386105184664, 0.9841685196021065, nan, 0.7242130597251251, nan, 0.8509753426279489, 0.8935716190984262, 0.9182202575437248, 0.7712663122281296, 0.5262692265905105, 0.9091285257810165, 0.9757620097011441, 0.5988186462324393, nan, 0.8027071769403058, 0.46292134831460674, nan, 0.9278165923533336, nan, 0.0, nan, nan, 0.9162768472410845, nan, nan, nan, nan, nan, 0.6817052914656332, nan, nan, 0.5541367585946354, 0.7064047778407043, 0.0, 0.0, nan, 0.0, 0.0, 0.2737777777777778, nan, nan, nan, 0.8726877636360316, nan, nan, 0.9745176227161784, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.341644204851752, nan, 0.6790821868211441, 0.8905272407732865, nan, nan, 0.8302484410571117, 0.0, 0.8629665692956833, nan, nan, 0.7859804443448295, 0.824985607369027, nan, nan, 0.8704447109118398, nan, nan, nan, nan, nan, nan, 0.8264144333508495, 0.0, nan, 0.9689696633370329, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1968208092485549, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9108681942400673, 0.7075320512820513, nan, nan, nan, 0.9452201473359603, nan, nan, nan, 0.3035948569929152, 0.8412039439543332, 0.0, nan, 0.9037746919616664, 0.7900942232746287, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9603742682292531, 0.9873353727424206, 0.9961134245488796, 0.9662423273822486, 0.28047982551799344, 0.9933681928325468, 0.9922224162423132, nan, 0.7658499993302346, nan, 0.9994090142705672, 0.9725649586296995, 0.9470710674992566, 0.8549996651262474, 0.5341451503646876, 0.9675588393599843, 0.9983568596545145, 0.8646841862609498, nan, 0.8518429211160868, 0.9515011547344111, nan, 0.9661816320561568, nan, nan, nan, nan, 0.9533566223129358, nan, nan, nan, nan, nan, 0.8856144677353062, nan, nan, 0.6146496815286624, 0.7078260420965745, nan, nan, nan, 0.0, nan, 0.2737777777777778, nan, nan, nan, 0.9697455460411509, nan, nan, 0.9877928345262215, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41935483870967744, nan, 0.7079499882047653, 0.9848782289257323, nan, nan, 0.9248070562293275, nan, 0.8801059251903344, nan, nan, 0.8135838988457746, 0.8300028960324356, nan, nan, 0.8824057925056815, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9724323571726923, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2134796238244514, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9131717597471022, 0.7821080602302923, nan, nan, nan, 0.9458683353334476, nan, nan, nan, 0.30541135063792346, 0.8506953555497245, nan, nan, 0.9297786720321931, 0.807217378156343, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0234        | 63.0  | 1260 | 0.1964          | 0.6494   | 0.7565        | 0.9456           | [0.8785056488840628, 0.9790481157108456, 0.9614299753672576, 0.9288149124139418, 0.25634414438865516, 0.9672782178832192, 0.9840531125927036, nan, 0.7316176005865177, nan, 0.8431392672306361, 0.8868918296135361, 0.9237152423933614, 0.7631019614987551, 0.5300272055965799, 0.9033262367511389, 0.9756418070193694, 0.5988296488946684, nan, 0.8032128514056225, 0.47686832740213525, nan, 0.9273312797535704, nan, 0.0, nan, nan, 0.9215730477800739, nan, nan, nan, nan, nan, 0.6851120102013507, nan, nan, 0.5553194837897387, 0.7080019560909068, 0.0, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.8709020121529673, nan, nan, 0.9754085180793118, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34329307056579783, nan, 0.6866846603688709, 0.8919312968955585, nan, nan, 0.8227471218737594, 0.0, 0.8765191395333723, nan, nan, 0.7819597300400459, 0.8289170506912442, nan, nan, 0.8730929989550679, nan, nan, nan, nan, nan, nan, 0.8180239624934884, 0.0, nan, 0.9697621194257576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2187681580476467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9104665825977302, 0.6808688387635756, nan, nan, nan, 0.9497771683236201, nan, nan, nan, 0.2819367831188162, 0.8349792099792099, 0.0, nan, 0.908284898039602, 0.8097887636023438, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9588780806303465, 0.9878564022141173, 0.9958225923722652, 0.9705090964120016, 0.2746637586332243, 0.9940271223908516, 0.9919156547470162, nan, 0.7753070874579722, nan, 0.9996002155359719, 0.9777181013209464, 0.9433541480820696, 0.8416047150224365, 0.5370910064745822, 0.9654058814894554, 0.9985485593614878, 0.8492392807745505, nan, 0.8542886668963141, 0.9284064665127021, nan, 0.96855805791167, nan, nan, nan, nan, 0.9627376326359723, nan, nan, nan, nan, nan, 0.8943485408960131, nan, nan, 0.5914347971840429, 0.7095542715641766, nan, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.9713485653991315, nan, nan, 0.988169536046263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7202170323189432, 0.9750238099865887, nan, nan, 0.9140022050716649, nan, 0.8928831512744124, nan, nan, 0.8097848152659358, 0.8334781349551115, nan, nan, 0.8831985624438454, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.973430175894556, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23605015673981192, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9129610115911486, 0.7218777679362267, nan, nan, nan, 0.9499399965712326, nan, nan, nan, 0.2833260008798944, 0.8430858042508528, nan, nan, 0.9275653923541247, 0.8288896728995514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0194        | 64.0  | 1280 | 0.1947          | 0.6508   | 0.7568        | 0.9459           | [0.8796518348981716, 0.9799456691342361, 0.9614740876302559, 0.9272711800704879, 0.2552715438334802, 0.9674113335679828, 0.9846212202808828, nan, 0.7206022489041357, nan, 0.8416008194322505, 0.8889623702136102, 0.9227381614924868, 0.7705384150030248, 0.5593183409851373, 0.9073307883969186, 0.975648115114758, 0.5979431142535755, nan, 0.8069286016054077, 0.4808277541083384, nan, 0.9289177793394238, nan, 0.0, nan, nan, 0.923106879051304, nan, nan, nan, nan, nan, 0.6789681675327505, nan, nan, 0.5548114486167584, 0.7067833698030634, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8670174296665943, nan, nan, 0.9742835928720501, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3498641304347826, nan, 0.6908706221301881, 0.8872542893360232, nan, nan, 0.8271360759493671, 0.0, 0.8804496134104347, nan, nan, 0.7761561259296539, 0.8182080092192452, nan, nan, 0.8725572160100324, nan, nan, nan, nan, nan, nan, 0.8194711959376642, 0.0, nan, 0.9695064154433014, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26658939437844104, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9040202062723637, 0.6762225969645869, nan, nan, nan, 0.9393965369449683, nan, nan, nan, 0.26725043782837127, 0.839968774395004, 0.0, nan, 0.9099143447868465, 0.8302341597796143, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9608125006916548, 0.9881452898419888, 0.9957713662502479, 0.9652716005182131, 0.2737186477644493, 0.9931768907027165, 0.9922884879489926, nan, 0.7597149478252716, nan, 0.9997218890685022, 0.975613296559733, 0.9449400337000694, 0.8530573973611948, 0.5661557365427937, 0.9711063267602877, 0.9985698593289293, 0.8577685569386814, nan, 0.8553220806062694, 0.9122401847575058, nan, 0.966547236033928, nan, nan, nan, nan, 0.9614292629953815, nan, nan, nan, nan, nan, 0.8968351829017673, nan, nan, 0.583221589004358, 0.7081871646718944, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9730327502942251, nan, nan, 0.988597143177121, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7240858693087993, 0.965927423273533, nan, nan, 0.9221609702315325, nan, 0.8971201588877855, nan, nan, 0.805057711269648, 0.822473211699971, nan, nan, 0.8825643464933143, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9731285097693414, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2884012539184953, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9051633298208641, 0.7103631532329495, nan, nan, nan, 0.9393965369449683, nan, nan, nan, 0.26854377474703034, 0.847021779060614, nan, nan, 0.9297786720321931, 0.8506123683282093, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.008         | 65.0  | 1300 | 0.2011          | 0.6497   | 0.7567        | 0.9449           | [0.8758343110119453, 0.9805744713532333, 0.9616932523952688, 0.9252726208840896, 0.2521437321355655, 0.9668182757907794, 0.9840611557882925, nan, 0.7178125357356137, nan, 0.8376906159425567, 0.885824931561728, 0.9227212201912601, 0.766394187102634, 0.5245104134286602, 0.9206323413343238, 0.9756260702054794, 0.5987673830594185, nan, 0.8105054057574573, 0.4756598240469208, nan, 0.9278509386382741, nan, 0.0, nan, nan, 0.9224657568580272, nan, nan, nan, nan, nan, 0.6780321253976876, nan, nan, 0.5603664265580959, 0.7053810504634398, 0.0, nan, nan, 0.0, nan, 0.272, nan, nan, nan, 0.8669769631990727, nan, nan, 0.9727248177153659, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33357193987115247, nan, 0.6886805211197764, 0.8902107228594291, nan, nan, 0.828853046594982, 0.0, 0.8725969371130662, nan, nan, 0.7766662009221741, 0.8152205246468723, nan, nan, 0.8718122909698997, nan, nan, nan, nan, nan, nan, 0.81280276816609, 0.0, nan, 0.9704787664424255, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2632488479262673, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9104289318755256, 0.6797385620915033, nan, nan, nan, 0.928167323847077, nan, nan, nan, 0.27967066654988176, 0.8354134165366615, 0.0, nan, 0.8957799250640899, 0.84094038953374, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                    | [0.9591492093002667, 0.9879750524898503, 0.9958473792054994, 0.9630237957265873, 0.2693565976008724, 0.9940271223908516, 0.9932984411796631, nan, 0.7567545845444925, nan, 0.9997218890685022, 0.9629118885179271, 0.9444196649816632, 0.8476994173196705, 0.5316246317679862, 0.9702745021284924, 0.9986185449687955, 0.8734439834024896, nan, 0.8573544609025147, 0.9364896073903002, nan, 0.96855805791167, nan, nan, nan, nan, 0.9630908924389319, nan, nan, nan, nan, nan, 0.8978421701602959, nan, nan, 0.5998156218571907, 0.7066910854312836, nan, nan, nan, 0.0, nan, 0.272, nan, nan, nan, 0.9713688567834098, nan, nan, 0.9901548548681036, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3854425144747725, nan, 0.7207832035857513, 0.9730218274407666, nan, nan, 0.9178610804851157, nan, 0.8864614366103939, nan, nan, 0.8060147323241111, 0.8189979727772951, nan, nan, 0.8817187252259394, nan, nan, nan, nan, nan, nan, 0.9801794283329857, 0.0, nan, 0.9741495335777602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2865203761755486, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9125395152792413, 0.7369353410097431, nan, nan, nan, 0.928167323847077, nan, nan, nan, 0.2809502859656841, 0.8430858042508528, nan, nan, 0.9139839034205232, 0.8617509198125094, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                   |
| 0.0182        | 66.0  | 1320 | 0.2009          | 0.6492   | 0.7550        | 0.9454           | [0.8771481705088572, 0.9802232430607422, 0.9619341580213874, 0.9254353647995692, 0.252213594878082, 0.9687461139896373, 0.9835561372347387, nan, 0.7174874218630889, nan, 0.8497753871616031, 0.8846331944168817, 0.922612699951527, 0.761852394916911, 0.5366289550568782, 0.9279519208107471, 0.9753998015106584, 0.5999680613222612, nan, 0.8125488408439698, 0.4632606199770379, nan, 0.9279943800491746, nan, 0.0, nan, nan, 0.9236463727313861, nan, nan, nan, nan, nan, 0.6749727456782433, nan, nan, 0.560681334279631, 0.7058187435633367, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.8714879953294898, nan, nan, 0.9712383860762652, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33048433048433046, nan, 0.6945032188358169, 0.8858781540209884, nan, nan, 0.8324765648624131, 0.0, 0.8697410475507142, nan, nan, 0.7807679409792085, 0.8274272543935465, nan, nan, 0.872252675541634, nan, nan, nan, nan, nan, nan, 0.8179447052686489, 0.0, nan, 0.9707223477602538, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2524523946912868, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9050726162913071, 0.6855500821018062, nan, nan, nan, 0.920562149192339, nan, nan, nan, 0.2689443714410863, 0.8220890856994009, 0.0, nan, 0.9061032863849765, 0.8359897678079496, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9614665294423602, 0.9884909232539064, 0.9954689668847908, 0.9642418180274682, 0.2692111959287532, 0.9935382391701739, 0.9930671902062853, nan, 0.7564598877473109, nan, 0.9995654516695347, 0.9706053128175351, 0.9432798096937258, 0.8351751389726073, 0.5439751728918225, 0.9632773890492734, 0.9988558874631435, 0.8660673121254034, nan, 0.8596279710644161, 0.9318706697459584, nan, 0.9659257092717168, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8906699547883272, nan, nan, 0.5958766342608113, 0.7071295914156005, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9692788442027516, nan, nan, 0.9908369900530436, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3837882547559967, nan, 0.727860344420854, 0.969698147680227, nan, nan, 0.9105843439911797, nan, 0.8827540549486925, nan, nan, 0.8102488254741604, 0.8317405154937735, nan, nan, 0.8830400084562127, nan, nan, nan, nan, nan, nan, 0.981431253911955, 0.0, nan, 0.9744221933447812, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.274294670846395, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9062170706006323, 0.7395925597874224, nan, nan, nan, 0.920838333619064, nan, nan, nan, 0.2701275846898372, 0.8281290999737602, nan, nan, 0.9319919517102616, 0.8565092485257799, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.025         | 67.0  | 1340 | 0.2064          | 0.6476   | 0.7549        | 0.9442           | [0.8736088894340446, 0.9797153188725277, 0.9612190928259947, 0.928378316130381, 0.2518548771356613, 0.964812408473073, 0.9836449800474371, nan, 0.7105099225772004, nan, 0.8528399822037669, 0.8843640683783248, 0.9263234757210661, 0.7625068384900614, 0.47395558316508773, 0.9262584010903793, 0.9756271570367332, 0.597918637653737, nan, 0.8118085969180859, 0.45424107142857145, nan, 0.927712532865907, nan, 0.0, nan, nan, 0.920200443190975, nan, nan, nan, nan, nan, 0.6813641169694005, nan, nan, 0.5584232754575317, 0.7058263175510414, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8690815899961831, nan, nan, 0.9689423614997202, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33555703802535025, nan, 0.6818304657238087, 0.8895328229122359, nan, nan, 0.8317719351264229, 0.0, 0.8846403953700092, nan, nan, 0.7794014725231656, 0.8375035950532068, nan, nan, 0.8727139722019019, nan, nan, nan, nan, nan, nan, 0.8190509299495915, 0.0, nan, 0.9692313917260594, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20815264527320035, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9039108494533221, 0.6969943135662063, nan, nan, nan, 0.9215871111491988, nan, nan, nan, 0.28173943477119606, 0.8304732189287571, 0.0, nan, 0.9072114442484813, 0.8355807086614173, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9615749809103283, 0.9881556072572699, 0.9958424218388525, 0.967058033226172, 0.2689930934205743, 0.9942821918972921, 0.9923073655794724, nan, 0.7486370273130349, nan, 0.9995828336027534, 0.972492379155175, 0.9430567945286946, 0.8401312705110173, 0.4807574158383087, 0.964329402554191, 0.9986641877561702, 0.8741355463347165, nan, 0.8620048225973131, 0.9399538106235565, nan, 0.9674978063761334, nan, nan, nan, nan, 0.9562350355222358, nan, nan, nan, nan, nan, 0.8872996300863132, nan, nan, 0.5983908816627557, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9702528306481069, nan, nan, 0.9872023294407509, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7142250530785562, 0.9755486015277265, nan, nan, 0.9103638368246968, nan, 0.9006289308176101, nan, nan, 0.8074067629487849, 0.8433246452360267, nan, nan, 0.8827229004809471, nan, nan, nan, nan, nan, nan, 0.983100354683914, 0.0, nan, 0.9727456258411844, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22570532915360503, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9060063224446786, 0.7599645704162976, nan, nan, nan, 0.9218241042345277, nan, nan, nan, 0.2833260008798944, 0.8381002361584886, nan, nan, 0.9314889336016097, 0.8557532382440401, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0216        | 68.0  | 1360 | 0.2075          | 0.6323   | 0.7527        | 0.9437           | [0.8726745355103354, 0.9791816811060851, 0.9616507077402255, 0.9295256328440757, 0.259854806974693, 0.9681113204812292, 0.9838837986317139, nan, 0.7153973089616654, nan, 0.8416893493722013, 0.8858122362869199, 0.9287214299667904, 0.7628639443325398, 0.4422533461693736, 0.9185013339519777, 0.9757329193654872, 0.5984051036682616, nan, 0.810051903671943, 0.44275637547476937, nan, 0.9278686228509402, nan, 0.0, nan, nan, 0.919606461677822, nan, nan, nan, nan, nan, 0.6794033957662362, nan, nan, 0.5548837209302325, 0.7049842953503939, 0.0, nan, nan, 0.0, 0.0, 0.21244444444444444, nan, nan, nan, 0.8694514599269583, nan, nan, 0.9702482641490584, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3396704689480355, nan, 0.6787578757875787, 0.8871355548827186, nan, nan, 0.8253434812691509, 0.0, 0.8743496357960457, nan, nan, 0.779239316000112, 0.8272884283246977, nan, nan, 0.8740408205877747, nan, nan, nan, nan, nan, nan, 0.8154379878577623, 0.0, nan, 0.9703529901292217, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1447215777262181, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9071969696969697, 0.6946254071661238, nan, nan, nan, 0.9204525972912738, nan, nan, nan, 0.2774227435874989, 0.8343302990897269, 0.0, nan, 0.9066285826849207, 0.8367437284800787, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9605668249172781, 0.9882639401177217, 0.9959002577830657, 0.9677076451199752, 0.27844420210832427, 0.993772052884411, 0.9922743297261328, nan, 0.7549462178345143, nan, 0.9997392710017208, 0.9751778197125853, 0.9424373079591635, 0.8370504319871408, 0.44868381669528506, 0.9686353182952488, 0.9983538168020228, 0.8649147072383587, nan, 0.865552876334826, 0.9422632794457275, nan, 0.96881398069611, nan, nan, nan, nan, 0.956339705093483, nan, nan, nan, nan, nan, 0.8930538429921907, nan, nan, 0.5998994301039222, 0.7063299628559637, nan, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.9709833204821233, nan, nan, 0.9887600411317335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44334160463192723, nan, 0.711582920500118, 0.9681432097805593, nan, nan, 0.9206174200661521, nan, 0.8900364117841775, nan, nan, 0.807464764224813, 0.8323197219808862, nan, nan, 0.8849426563078061, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9740683157748179, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15642633228840125, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9085353003161223, 0.7555358724534986, nan, nan, nan, 0.9204525972912738, nan, nan, nan, 0.278838539375275, 0.8417738126475991, nan, nan, 0.926056338028169, 0.8573660601784184, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0314        | 69.0  | 1380 | 0.2053          | 0.6458   | 0.7522        | 0.9446           | [0.8761381615059249, 0.9794656148805231, 0.9610668477585101, 0.9291518438254812, 0.2507672372638614, 0.9667831806242114, 0.9846826723609101, nan, 0.7036311356523067, nan, 0.8350416678765353, 0.8887632978723404, 0.9282211432893357, 0.7705804590794376, 0.5242314029034163, 0.911443199114432, 0.975745985670651, 0.601652357038717, nan, 0.8120868135057564, 0.4672083575159605, nan, 0.9287644313436502, nan, 0.0, nan, nan, 0.9201193113169553, nan, nan, nan, nan, nan, 0.6703698020561608, nan, nan, 0.5551499761942549, 0.7042605225897799, 0.0, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.8698511910169522, nan, nan, 0.9747455070378918, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3268733850129199, nan, 0.6762833536502777, 0.8737817286066188, nan, nan, 0.8287198960727491, 0.0, 0.8682876088935119, nan, nan, 0.7816716117113587, 0.8183914672816374, nan, nan, 0.8688000838003457, nan, nan, nan, nan, nan, nan, 0.8202676864244742, 0.0, nan, 0.969259760228442, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17327887981330223, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9002315302041676, 0.68561872909699, nan, nan, nan, 0.9215240870906909, nan, nan, nan, 0.26389983363978636, 0.8261322228006247, 0.0, nan, 0.9007106198183972, 0.8416338582677165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9609198455119905, 0.9877016409849004, 0.9962373587150506, 0.9669103941593985, 0.2673209741912032, 0.9935594949623773, 0.9923875955090117, nan, 0.740814166878759, nan, 0.9997392710017208, 0.9701698359703875, 0.9427346615125384, 0.8588842006563525, 0.531325320184628, 0.9669227381709644, 0.9982929597521901, 0.8561549100968188, nan, 0.8674474681364106, 0.9295612009237876, nan, 0.9676440479672419, nan, nan, nan, nan, 0.9565359605395717, nan, nan, nan, nan, nan, 0.8978216193999178, nan, nan, 0.5863224941334227, 0.7056593066446554, nan, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.9714297309362445, nan, nan, 0.9934026328381914, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4185277088502895, nan, 0.7067232837933475, 0.9514470640828782, nan, nan, 0.9143329658213892, nan, 0.8842105263157894, nan, nan, 0.8098718171799779, 0.8221836084564147, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9845608178593782, 0.0, nan, 0.9727572283844619, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9013698630136986, 0.7263064658990257, nan, nan, nan, 0.9215240870906909, nan, nan, nan, 0.2652001759788825, 0.8328522697454737, nan, nan, 0.9181086519114688, 0.8619525225543068, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0434        | 70.0  | 1400 | 0.2038          | 0.6468   | 0.7542        | 0.9448           | [0.8768590955005566, 0.9787297154926841, 0.9603454069696145, 0.9286611279417086, 0.23307184145334434, 0.9672053133599553, 0.984231293090133, nan, 0.7148739324928833, nan, 0.8368181355217018, 0.8884753422836634, 0.9272598525174586, 0.7670250896057348, 0.5314354974049788, 0.9130948245918722, 0.9757300751410195, 0.5993222527029207, nan, 0.8113583100581078, 0.4495060373216246, nan, 0.9276990376202975, nan, 0.0, nan, nan, 0.9237533350869941, nan, nan, nan, nan, nan, 0.6715704416481618, nan, nan, 0.5716118684843625, 0.7061216084024096, 0.0, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.8702320594595577, nan, nan, 0.9733230793815668, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3280757097791798, nan, 0.6738816738816739, 0.882041027655282, nan, nan, 0.832021520374614, 0.0, 0.8766554141781355, nan, nan, 0.7838125367451496, 0.8304987027961949, nan, nan, 0.8743406277745861, nan, nan, nan, nan, nan, nan, 0.8219512195121951, 0.0, nan, 0.9682322198711946, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16652110625909752, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9089953762084909, 0.6846473029045643, nan, nan, nan, 0.9240989156987957, nan, nan, nan, 0.26239271325976526, 0.8286011982287054, 0.0, nan, 0.9067505158691166, 0.8238944154437112, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9596892533448425, 0.9872321985896093, 0.9964273911031793, 0.9662386364055793, 0.24623773173391494, 0.9936232623389873, 0.9924064731394915, nan, 0.7535129197754946, nan, 0.9996697432688464, 0.9702424154449122, 0.9410000991178511, 0.8456232000535798, 0.5387608500448967, 0.9647208494397417, 0.9984785737541801, 0.8561549100968188, nan, 0.8705821563899414, 0.9457274826789839, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9648702751501355, nan, nan, nan, nan, nan, 0.8949856144677353, nan, nan, 0.5973851827019778, 0.7075423029302518, nan, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.9717138103161398, nan, nan, 0.9921808981785972, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43010752688172044, nan, 0.7050719509318235, 0.9602518999397461, nan, nan, 0.9207276736493936, nan, 0.8940086064217146, nan, nan, 0.8119308624789745, 0.8343469446857805, nan, nan, 0.8847841023201733, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9715911727850745, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1793103448275862, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9114857744994731, 0.7307351638618246, nan, nan, nan, 0.9241385222012687, nan, nan, nan, 0.2636163660360757, 0.8346890579900289, nan, nan, 0.9283702213279678, 0.8432034675671589, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0056        | 71.0  | 1420 | 0.2063          | 0.6454   | 0.7532        | 0.9441           | [0.8747598784929742, 0.9786699933024188, 0.9608077201985832, 0.9294068415714478, 0.2473346090759978, 0.9656326159692676, 0.9838081324567811, nan, 0.7163785340114914, nan, 0.8495973997192878, 0.8858777872788266, 0.9282493724257269, 0.7662052564180742, 0.47992354787581193, 0.9109394812680115, 0.9757316054133299, 0.60105956012201, nan, 0.8102686490147386, 0.4409406734366649, nan, 0.9273643329484622, nan, 0.0, nan, nan, 0.9228307923960097, nan, nan, nan, nan, nan, 0.6716040629479493, nan, nan, 0.5692271030264516, 0.706675935223089, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8698015122873346, nan, nan, 0.9721037970386494, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33225806451612905, nan, 0.6751440403312927, 0.8810329092178021, nan, nan, 0.8312871287128712, 0.0, 0.8755194805194805, nan, nan, 0.7832731547569065, 0.8378456221198156, nan, nan, 0.8736770762733955, nan, nan, nan, nan, nan, nan, 0.8222533240027992, 0.0, nan, 0.9687752884326374, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17255356108859293, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9100462379150904, 0.6775271512113618, nan, nan, nan, 0.9208090503942407, nan, nan, nan, 0.23586642124638443, 0.8330294347486324, 0.0, nan, 0.9065880039331367, 0.8278849940921623, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9605059592975, 0.9874849752639968, 0.9961894375041311, 0.9673164015930256, 0.26310432569974557, 0.9937933086766144, 0.9915758573983794, nan, 0.7565670502190133, nan, 0.999548069736316, 0.9775003628973726, 0.9437753989493508, 0.8415377402719175, 0.48653885536949226, 0.9666780838674952, 0.998420759556839, 0.8630705394190872, nan, 0.8654495349638305, 0.9526558891454965, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9622404521725478, nan, nan, nan, nan, nan, 0.8954582819564324, nan, nan, 0.600569896077774, 0.7080066033842344, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9912645971839016, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7076669025713612, 0.9569282201792066, nan, nan, 0.9256890848952591, nan, 0.8926183382985766, nan, nan, 0.8115538541847921, 0.8424558355053576, nan, nan, 0.8856825749167592, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9723047291966399, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18683385579937303, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9125395152792413, 0.7183348095659876, nan, nan, nan, 0.920966912394994, nan, nan, nan, 0.23677958644962604, 0.8391498294410916, nan, nan, 0.9275653923541247, 0.8475379265158006, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0193        | 72.0  | 1440 | 0.2085          | 0.6450   | 0.7504        | 0.9445           | [0.8753069909794788, 0.9790818310176185, 0.9601631880914733, 0.9288720836457788, 0.23658201784488675, 0.9658485186562539, 0.98392691843776, nan, 0.7094928015465228, nan, 0.8464584314649082, 0.8871801670422909, 0.9231831729953716, 0.762252346193952, 0.5043205271664801, 0.9104098322783348, 0.9757476999565862, 0.5989356555394292, nan, 0.8081559707554834, 0.4707585408222351, nan, 0.9272089761570828, nan, 0.0, nan, nan, 0.9238834268781155, nan, nan, nan, nan, nan, 0.6764067743697807, nan, nan, 0.5642368103101087, 0.7046952224052718, 0.0, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.8731586065723581, nan, nan, 0.9721266895944973, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32423857868020306, nan, 0.668815071888944, 0.888547912158087, nan, nan, 0.8353818255087648, 0.0, 0.8571521668295862, nan, nan, 0.7864169927333706, 0.8280529953917051, nan, nan, 0.8721112621562271, nan, nan, nan, nan, nan, nan, 0.8301253752428042, 0.0, nan, 0.9678860895605221, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1756324512939808, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.900105152471083, 0.662751677852349, nan, nan, nan, 0.9267320793521573, nan, nan, nan, 0.22345927938984833, 0.8253719655442443, 0.0, nan, 0.9023306340114556, 0.838887521535811, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9611909741819107, 0.9873095792042178, 0.9963811223478088, 0.9692763102044432, 0.2505997818974918, 0.9936870297155975, 0.9932465276958437, nan, 0.7472707057988293, nan, 0.999548069736316, 0.9714036870373058, 0.9440231935771632, 0.8322952247002879, 0.5111926778934766, 0.9641336791114156, 0.9984877023116551, 0.8561549100968188, nan, 0.8567344126765415, 0.9387990762124712, nan, 0.966803158818368, nan, nan, nan, nan, 0.9626852978503487, nan, nan, nan, nan, nan, 0.8905466502260584, nan, nan, 0.587076768354006, 0.7061494015683037, nan, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.9694005925084209, nan, nan, 0.9899715946691644, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4226633581472291, nan, 0.7001179523472517, 0.9736049291531419, nan, nan, 0.9142227122381478, nan, 0.8707712677921218, nan, nan, 0.8160199524389536, 0.8326093252244425, nan, nan, 0.8815601712383067, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9712663015733048, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18934169278996865, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9020021074815595, 0.6997342781222321, nan, nan, nan, 0.9270101148637065, nan, nan, nan, 0.22428508578970524, 0.8297034898976646, nan, nan, 0.919215291750503, 0.8589284814273475, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0156        | 73.0  | 1460 | 0.2038          | 0.6457   | 0.7530        | 0.9449           | [0.8767812890367598, 0.979172524500657, 0.9610202217166217, 0.9276690243358209, 0.2441391565853325, 0.9673834309484882, 0.9839410595252017, nan, 0.7128988398541241, nan, 0.8405360770501147, 0.8857086458744572, 0.9222724088790126, 0.7648321982943739, 0.5317179797228165, 0.912998266897747, 0.9756969943836094, 0.597271268057785, nan, 0.808276175925625, 0.4661308840413318, nan, 0.9274535205349953, nan, 0.0, nan, nan, 0.9221706398996236, nan, nan, nan, nan, nan, 0.6790554833048683, nan, nan, 0.566637596130976, 0.7041938058337409, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.873076782516537, nan, nan, 0.9730156351466107, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35947712418300654, nan, 0.6735218508997429, 0.8911283193663591, nan, nan, 0.8275211127670145, 0.0, 0.8556351791530945, nan, nan, 0.7855788005578801, 0.8262748487467588, nan, nan, 0.8718552225534808, nan, nan, nan, nan, nan, nan, 0.8245027283928886, 0.0, nan, 0.9698360314643887, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12118518518518519, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9004629629629629, 0.6799667497921862, nan, nan, nan, 0.9246528373049888, nan, nan, nan, 0.23750657548658602, 0.8260756192959583, 0.0, nan, 0.9067479834743262, 0.8349161049057718, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9600533404158782, 0.9880627505197398, 0.9960159296714919, 0.9667369182559397, 0.25968738640494365, 0.9935594949623773, 0.9926896375966888, nan, 0.7515170187400373, nan, 0.9996697432688464, 0.9769923065757004, 0.9461542273763505, 0.8349072399705311, 0.5403204209266057, 0.9666291530068014, 0.9985516022139794, 0.8577685569386814, nan, 0.8565277299345505, 0.9376443418013857, nan, 0.9684483767183387, nan, nan, nan, nan, 0.9616124347450642, nan, nan, nan, nan, nan, 0.8906288532675709, nan, nan, 0.598977539389876, 0.7055561287659926, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9695223408140904, nan, nan, 0.9915802119709635, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.7046001415428167, 0.9796886236855915, nan, nan, 0.9183020948180816, nan, 0.8695134061569016, nan, nan, 0.8167449683893045, 0.8305821025195482, nan, nan, 0.8809788066169865, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9734649835243886, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1282131661442006, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.901791359325606, 0.7245349867139061, nan, nan, nan, 0.9246528373049888, nan, nan, nan, 0.2383633963924329, 0.8312778798215691, nan, nan, 0.927364185110664, 0.8551988307040975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.033         | 74.0  | 1480 | 0.2053          | 0.6327   | 0.7524        | 0.9446           | [0.875767553707316, 0.979359463356273, 0.961355493090763, 0.926500785974254, 0.2565807327001357, 0.9635947833611471, 0.9833919070059104, nan, 0.7073993028167223, nan, 0.8482805423188705, 0.8777533039647577, 0.9148078860267664, 0.7655848132271892, 0.5220173653717711, 0.9097479571872482, 0.9756749444792946, 0.5950165589023814, nan, 0.8051000032734296, 0.4680974477958237, nan, 0.9273421891977147, nan, 0.0, nan, nan, 0.9206490414734996, nan, nan, nan, nan, nan, 0.6784804588001813, nan, nan, 0.5654529519560194, 0.7065259364139529, 0.0, nan, nan, 0.0, 0.0, 0.23644444444444446, nan, nan, nan, 0.8731644875194294, nan, nan, 0.9727759892823579, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3606755126658625, nan, 0.6847914226506893, 0.8902423931684376, nan, nan, 0.8244206773618539, 0.0, 0.8499348109517602, nan, nan, 0.7882822531122649, 0.8308844713339095, nan, nan, 0.8700653594771242, nan, nan, nan, nan, nan, nan, 0.8251636878428596, 0.0, nan, 0.9688970324728622, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10903703703703704, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.894127552094296, 0.6846921797004991, nan, nan, nan, 0.9246754359655512, nan, nan, nan, 0.23755695758850334, 0.8261662757362522, 0.0, nan, 0.9091534755677908, 0.8353184368540211, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9604174274869139, 0.9881452898419888, 0.9957994579945799, 0.9658990665520003, 0.27495456197746276, 0.9941334013518683, 0.9917457560726978, nan, 0.7448193642586366, nan, 0.9994437781370044, 0.9833793003338656, 0.9451382694023194, 0.837318330989217, 0.5294349312371021, 0.9669716690316583, 0.9986002878538457, 0.8697556477639465, nan, 0.8472270065449535, 0.9318706697459584, nan, 0.9673150043872477, nan, nan, nan, nan, 0.961350760816946, nan, nan, nan, nan, nan, 0.8922729140978216, nan, nan, 0.5947871270533021, 0.7079292199752373, nan, nan, nan, 0.0, nan, 0.23644444444444446, nan, nan, nan, 0.968893307901465, nan, nan, 0.9906130053654514, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4946236559139785, nan, 0.7171974522292993, 0.9786973507745534, nan, nan, 0.9178610804851157, nan, 0.8631578947368421, nan, nan, 0.8190070181543994, 0.8352157544164495, nan, nan, 0.8794461180698695, nan, nan, nan, nan, nan, nan, 0.9728771124556645, 0.0, nan, 0.972438158444331, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11536050156739812, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8952581664910432, 0.728963684676705, nan, nan, nan, 0.9249528544488257, nan, nan, nan, 0.238539375274967, 0.8318026764628706, nan, nan, 0.930281690140845, 0.8554004334458949, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0308        | 75.0  | 1500 | 0.2073          | 0.6450   | 0.7508        | 0.9443           | [0.8751059376476955, 0.9784159063275878, 0.960990363581865, 0.9256865855558546, 0.24848278213433345, 0.9665612010670637, 0.983623432528542, nan, 0.7125499376574468, nan, 0.8487290762554247, 0.8806116447755342, 0.9207401471552414, 0.7609920391916718, 0.5051345884549556, 0.9107138738323146, 0.9756745105617577, 0.5935494223363287, nan, 0.8066298342541437, 0.46714031971580816, nan, 0.9272357295723257, nan, 0.0, nan, nan, 0.9225690877658909, nan, nan, nan, nan, nan, 0.6748446290470065, nan, nan, 0.5690168019937294, 0.7046496060964935, 0.0, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.8704624519607308, nan, nan, 0.9738611724503152, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3255667506297229, nan, 0.6800269905533063, 0.8893005282376715, nan, nan, 0.8294967613353263, 0.0, 0.8475693311582382, nan, nan, 0.7848621161744572, 0.8361175115207373, nan, nan, 0.8691740335826751, nan, nan, nan, nan, nan, nan, 0.8304062444562711, 0.0, nan, 0.9687574060265548, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2069266589057043, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.887578947368421, 0.6894254787676936, nan, nan, nan, 0.9251199451679233, nan, nan, nan, 0.24614576033637, 0.8168058455114823, 0.0, nan, 0.9034768048852556, 0.819891678975874, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9610050573796798, 0.988000846028053, 0.9959961002049045, 0.9649135757812874, 0.2649218466012359, 0.9934957275857671, 0.9921138698670543, nan, 0.7502042784616827, nan, 0.9994263962037858, 0.9780809986935695, 0.9395628902765388, 0.8322952247002879, 0.5114289765119173, 0.9659930518177815, 0.9985820307388958, 0.8526970954356846, nan, 0.8549776093696176, 0.9110854503464203, nan, 0.966254752851711, nan, nan, nan, nan, 0.9635488218131386, nan, nan, nan, nan, nan, 0.8948417591450883, nan, nan, 0.5931947703654039, 0.7059946347503095, nan, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.9697455460411509, nan, nan, 0.9923030716445567, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42762613730355664, nan, 0.7132342533616419, 0.9751209936053179, nan, nan, 0.9177508269018743, nan, 0.8599139357828534, nan, nan, 0.8146569224522939, 0.8407182160440196, nan, nan, 0.8781776861688071, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9722699215668075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22288401253918494, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8885142255005268, 0.733392382639504, nan, nan, nan, 0.9255957483284759, nan, nan, nan, 0.24725032996040475, 0.8213067436368408, nan, nan, 0.9228370221327968, 0.8392722141021118, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0194        | 76.0  | 1520 | 0.2029          | 0.6472   | 0.7569        | 0.9444           | [0.8749120439028379, 0.979075199460269, 0.9620122400037042, 0.9276177165438125, 0.2679822198275862, 0.9662368790809158, 0.9839428579463169, nan, 0.7144760213143873, nan, 0.8538863643113843, 0.8841567291311755, 0.9200251280564414, 0.7670246595068099, 0.5012565542490149, 0.9096102460149268, 0.9757471951375446, 0.5966413181242078, nan, 0.8048512999161345, 0.4648127128263337, nan, 0.9273096162591388, nan, 0.0, nan, nan, 0.919877752136219, nan, nan, nan, nan, nan, 0.6733514986376021, nan, nan, 0.5754731861198739, 0.7057718051693955, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8684974770392421, nan, nan, 0.9723544232922733, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3448275862068966, nan, 0.6902646886413852, 0.8847838372421588, nan, nan, 0.8168658311473818, 0.0, 0.857701839050476, nan, nan, 0.781808020120162, 0.8444700460829493, nan, nan, 0.8718095634961975, nan, nan, nan, nan, nan, nan, 0.8153176675369886, 0.0, nan, 0.9703596257534342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18295158016816468, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9036195286195287, 0.6995192307692307, nan, nan, nan, 0.9314141284325065, nan, nan, nan, 0.25140203294777425, 0.8251237946312223, 0.0, nan, 0.911778962675715, 0.8202440704655054, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9590706373183715, 0.9881968769183944, 0.9956292550730386, 0.965194090008157, 0.28927662668120685, 0.9939633550142414, 0.9907782775106069, nan, 0.754356824240151, nan, 0.9994437781370044, 0.9793874292350123, 0.9435523837843196, 0.8562052106355904, 0.5090187306038217, 0.9660909135391692, 0.9984664023442136, 0.8681420009220839, nan, 0.8595246296934206, 0.9457274826789839, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9648179403645117, nan, nan, nan, nan, nan, 0.8887381833127825, nan, nan, 0.6115487763995977, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9709224463292886, nan, nan, 0.9901243115016137, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7222458126916725, 0.9737798596668545, nan, nan, 0.9270121278941565, nan, 0.8707050645481629, nan, nan, 0.8113508497186938, 0.8491167101071532, nan, nan, 0.8845726970033296, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9741031234046503, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19780564263322883, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9049525816649104, 0.7732506643046945, nan, nan, nan, 0.9318532487570719, nan, nan, nan, 0.25244170699516055, 0.8307530831802676, nan, nan, 0.9461770623742455, 0.8401290257547502, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0312        | 77.0  | 1540 | 0.2064          | 0.6462   | 0.7539        | 0.9441           | [0.8738351832081058, 0.97905847474954, 0.9612313708977697, 0.9272505746637907, 0.25339581635425157, 0.9660901370032856, 0.9841550120371324, nan, 0.7063778886287285, nan, 0.8489371124889282, 0.8836554208974778, 0.9220596442697339, 0.7699854651162791, 0.4859486414689845, 0.8977370836552007, 0.9757075149114826, 0.5934117647058823, nan, 0.8039222021194107, 0.4671240708976558, nan, 0.9275819743994389, nan, 0.0, nan, nan, 0.9223848428650193, nan, nan, nan, nan, nan, 0.6796053873749135, nan, nan, 0.5698649836222737, 0.7041967044284243, 0.0, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.8711335508448317, nan, nan, 0.9737645516150666, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3382731958762887, nan, 0.6836900568951504, 0.892745537684716, nan, nan, 0.8263668779714739, 0.0, 0.8646165873998306, nan, nan, 0.7881171548117155, 0.8396660909614277, nan, nan, 0.8717052038206587, nan, nan, nan, nan, nan, nan, 0.8258565877781703, 0.0, nan, 0.9689947573163471, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2247093023255814, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8968421052631579, 0.6832504145936982, nan, nan, nan, 0.9313536444273043, nan, nan, nan, 0.2365516032942001, 0.8150470219435737, 0.0, nan, 0.9092154177264723, 0.8228489860208702, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9601230592167148, 0.9881143375961454, 0.9958837332275762, 0.9662940010556194, 0.2712468193384224, 0.9937507970922076, 0.9916560873279185, nan, 0.7435736005250961, nan, 0.9995828336027534, 0.9790245318623894, 0.941594806224601, 0.8515169780992565, 0.4927771388963279, 0.9667025492978422, 0.9985059594266049, 0.872060857538036, nan, 0.8571477781605236, 0.9434180138568129, nan, 0.9670225212050307, nan, nan, nan, nan, 0.9630908924389319, nan, nan, nan, nan, nan, 0.8876489930127415, nan, nan, 0.5978042239356353, 0.7055045398266612, nan, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.9697861288097074, nan, nan, 0.9904399262886755, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43424317617866004, nan, 0.7143665958952583, 0.9828373729324185, nan, nan, 0.919845644983462, nan, 0.8785832505792783, nan, nan, 0.8193840264485819, 0.8447726614538082, nan, nan, 0.8826700491517362, nan, nan, nan, nan, nan, nan, 0.9755894012100981, 0.0, nan, 0.9725193762472734, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24231974921630095, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8977871443624869, 0.7298494242692648, nan, nan, nan, 0.931553231613235, nan, nan, nan, 0.23757149142102948, 0.8186827604303333, nan, nan, 0.935010060362173, 0.8425482586563178, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0356        | 78.0  | 1560 | 0.2084          | 0.6455   | 0.7533        | 0.9440           | [0.8742411921937395, 0.9803478029457825, 0.9608503080317853, 0.9274436794777954, 0.25570187347271245, 0.9664861065167053, 0.9838711188123449, nan, 0.7075163190777335, nan, 0.8534156512963595, 0.8882333443818362, 0.9201362055641422, 0.7738687443811807, 0.4877286786763449, 0.9059532295523006, 0.9756944547679006, 0.5955639452571968, nan, 0.8033265533757628, 0.44408427876823336, nan, 0.9268121781172266, nan, 0.0, nan, nan, 0.9190919016603291, nan, nan, nan, nan, nan, 0.6852044352044352, nan, nan, 0.5611102349787099, 0.7038133738445297, 0.0, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.8656200828344577, nan, nan, 0.9715736650740707, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34076433121019106, nan, 0.6808963331824355, 0.8936529372045915, nan, nan, 0.82299215725206, 0.0, 0.8652131467621217, nan, nan, 0.7773084561805924, 0.8477259643062752, nan, nan, 0.870110855469567, nan, nan, nan, nan, nan, nan, 0.8248188085557716, 0.0, nan, 0.9680774189072788, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17712284797198716, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8974736842105263, 0.6889991728701406, nan, nan, nan, 0.9349213829741656, nan, nan, nan, 0.22689443714410862, 0.8298538622129437, 0.0, nan, 0.9095242727891818, 0.8066932820740302, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                            | [0.9613470114980689, 0.9881917182107538, 0.9958572939387931, 0.9680767427869088, 0.2738640494365685, 0.9936445181311907, 0.9914814692459802, nan, 0.7448193642586366, nan, 0.9995306878030975, 0.972492379155175, 0.9441223114282883, 0.8647779787020293, 0.49432095653680747, 0.9639134902382933, 0.9985668164764376, 0.8727524204702628, nan, 0.8435067171891147, 0.9491916859122402, nan, 0.9671687627961392, nan, nan, nan, nan, 0.958197589983122, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.5963794837412001, 0.7050660338423442, nan, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.9711659429406274, nan, nan, 0.9875586687164659, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4425144747725393, nan, 0.7096485020051899, 0.9775311473498027, nan, nan, 0.9140022050716649, nan, 0.8801059251903344, nan, nan, 0.805869729134041, 0.8528815522733855, nan, nan, 0.8794461180698695, nan, nan, nan, nan, nan, nan, 0.9735030252451492, 0.0, nan, 0.9714751473522997, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.190282131661442, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8984193888303478, 0.7378210806023029, nan, nan, nan, 0.9352820161152066, nan, nan, nan, 0.2278926528816542, 0.8344266596693781, nan, nan, 0.9405432595573441, 0.824908018749055, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                    |
| 0.0293        | 79.0  | 1580 | 0.2078          | 0.6459   | 0.7532        | 0.9443           | [0.8740334252968999, 0.9800527564207426, 0.9619015681389926, 0.9276827618842458, 0.26407570125042246, 0.9665639668327785, 0.9840880700293348, nan, 0.7117745994410511, nan, 0.8489098182784429, 0.8873566266657826, 0.9212529699849682, 0.7700738767106697, 0.48873136759163033, 0.9134927254193309, 0.9755877168733967, 0.596426862338491, nan, 0.7983283815991381, 0.4556179775280899, nan, 0.927966398319916, nan, 0.0, nan, nan, 0.9178415839098065, nan, nan, nan, nan, nan, 0.6861644961436338, nan, nan, 0.5566617406860076, 0.7046829544576887, 0.0, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.8691600668458912, nan, nan, 0.9727399276937098, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33672172808132145, nan, 0.6924189684010669, 0.8904922549764205, nan, nan, 0.8268195413758724, 0.0, 0.8607405479273769, nan, nan, 0.7829177510984244, 0.8457109959700633, nan, nan, 0.8694493783303731, nan, nan, nan, nan, nan, nan, 0.8224841660802252, 0.0, nan, 0.9695461691404264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1749271137026239, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6895127993393889, nan, nan, nan, 0.9341073647230196, nan, nan, nan, 0.21888148667601684, 0.8299426186750131, 0.0, nan, 0.9106047326906223, 0.8275081224771094, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9599172227571019, 0.9889964766026815, 0.9953764293740498, 0.9695863522446675, 0.2840421664849146, 0.9935807507545806, 0.992670759966209, nan, 0.753954964971267, nan, 0.9995654516695347, 0.9714036870373058, 0.9415700267618198, 0.8517179023508138, 0.49636887789662726, 0.9646719185790478, 0.9987128733960364, 0.8619179345320425, nan, 0.8423010678608336, 0.9364896073903002, nan, 0.9692892658672126, nan, nan, nan, nan, 0.9565097931467598, nan, nan, nan, nan, nan, 0.8922112618166872, nan, nan, 0.5998156218571907, 0.706046223689641, nan, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.9709224463292886, nan, nan, 0.9889025768420195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7226704411417787, 0.9799413010942876, nan, nan, 0.9143329658213892, nan, 0.8756703078450844, nan, nan, 0.8113218490806797, 0.8508543295684912, nan, nan, 0.8796046720575023, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9731459135842576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18808777429467086, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7395925597874224, nan, nan, nan, 0.9344676838676496, nan, nan, nan, 0.21970963484381875, 0.8349514563106796, nan, nan, 0.9407444668008048, 0.8472355224031047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0312        | 80.0  | 1600 | 0.2062          | 0.6447   | 0.7519        | 0.9440           | [0.8734876802312281, 0.9801452264109426, 0.961057061347766, 0.9290296343447203, 0.2564798480119419, 0.9663924600057873, 0.983914998644391, nan, 0.7061414085007551, nan, 0.8462761026003267, 0.887228531579996, 0.9254791322113046, 0.7692821571723552, 0.4898101619207147, 0.906454135615052, 0.9757062869274846, 0.5948986058301647, nan, 0.8016170763260025, 0.47380675203725264, nan, 0.9277989710565919, nan, 0.0, nan, nan, 0.9207536783104794, nan, nan, nan, nan, nan, 0.6826898774169089, nan, nan, 0.5669055682444673, 0.7031459170013387, 0.0, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.8709442349383323, nan, nan, 0.9737202491028499, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3413858868404323, nan, 0.6775436211194199, 0.893555700050964, nan, nan, 0.8275862068965517, 0.0, 0.8472068313669252, nan, nan, 0.7843235844576664, 0.8440287769784173, nan, nan, 0.8698515575998328, nan, nan, nan, nan, nan, nan, 0.8258952196154524, 0.0, nan, 0.968925035115404, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16695957820738136, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8905263157894737, 0.6897394136807817, nan, nan, nan, 0.9254070265638389, nan, nan, nan, 0.2138160778469361, 0.8099346405228758, 0.0, nan, 0.9087897096082636, 0.8221336090188549, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9591680223100163, 0.9880937027655832, 0.9958953004164188, 0.9696601717780542, 0.2748091603053435, 0.9938358202610211, 0.9933645128863425, nan, 0.7453015953812975, nan, 0.9995828336027534, 0.9695892001741907, 0.9429081177520071, 0.848369164824861, 0.4975031112651428, 0.9641581445417625, 0.998454230934247, 0.8656062701705856, nan, 0.8538064071650017, 0.9399538106235565, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9628815532964373, nan, nan, nan, nan, nan, 0.8881422112618167, nan, nan, 0.6032517599731814, 0.7045243499793644, nan, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.9700702081896027, nan, nan, 0.991743109925576, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7053550365652277, 0.9882796555812552, nan, nan, 0.9128996692392503, nan, 0.860443561734525, nan, nan, 0.8142799141581115, 0.8494063133507095, nan, nan, 0.8795518207282913, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.972438158444331, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1786833855799373, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8914646996838778, 0.75022143489814, nan, nan, nan, 0.925724327104406, nan, nan, nan, 0.21460624725032995, 0.8129099973760168, nan, nan, 0.9382293762575453, 0.8416914470036793, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0316        | 81.0  | 1620 | 0.2078          | 0.6441   | 0.7501        | 0.9441           | [0.8742283989473292, 0.9789318735912416, 0.9607053434676518, 0.9267455102315086, 0.24943804917921122, 0.9678214233946949, 0.9843303776252587, nan, 0.7016704013037278, nan, 0.8431113847597267, 0.8854509545753786, 0.9244212934790546, 0.7727932285368803, 0.5186743900734552, 0.9142114786804622, 0.9757379135616707, 0.592088404868674, nan, 0.801684631769186, 0.4707585408222351, nan, 0.9271560340897135, nan, 0.0, nan, nan, 0.9211235138622669, nan, nan, nan, nan, nan, 0.6829303281954827, nan, nan, 0.5623365300784655, 0.7023659346600417, 0.0, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.8698882050908561, nan, nan, 0.9717779021873876, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32845321451304904, nan, 0.6764825990289941, 0.8952752583843071, nan, nan, 0.8278337154820058, 0.0, 0.8571707571121672, nan, nan, 0.783750593094979, 0.8303571428571429, nan, nan, 0.8701604054548304, nan, nan, nan, nan, nan, nan, 0.8296586059743954, 0.0, nan, 0.9679142530091227, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18128825415330807, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8798735511064278, 0.6848281642917016, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.22219300552195634, 0.8249412992434124, 0.0, nan, 0.9085563069685386, 0.8033013057403301, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9605967044033509, 0.9880421156891775, 0.9960737656157049, 0.9671872174095988, 0.266230461650309, 0.9934744717935637, 0.992260171503273, nan, 0.7382422675579012, nan, 0.9996697432688464, 0.9761939323559298, 0.9410744375061949, 0.8560712611345522, 0.526142503820161, 0.9641336791114156, 0.9984420595242804, 0.8522360534808667, nan, 0.8557009989665862, 0.9387990762124712, nan, 0.9665106756361509, nan, nan, nan, nan, 0.9619787782444296, nan, nan, nan, nan, nan, 0.8804973284011508, nan, nan, 0.5946195105598391, 0.7037247214197276, nan, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.9694411752769774, nan, nan, 0.9896559798821026, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4267990074441687, nan, 0.7034206180702997, 0.9899900872708897, nan, nan, 0.9155457552370452, nan, 0.8716981132075472, nan, nan, 0.8143669160721536, 0.8349261511728931, nan, nan, 0.8801860366788224, nan, nan, nan, nan, nan, nan, 0.9735030252451492, 0.0, nan, 0.9712721028449436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19498432601880877, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8798735511064278, 0.7236492471213464, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.22305323361196655, 0.8297034898976646, nan, nan, 0.9325955734406438, 0.8216823748802984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0277        | 82.0  | 1640 | 0.2078          | 0.6319   | 0.7519        | 0.9437           | [0.8733542187036959, 0.9791603822300845, 0.9612225826308555, 0.9262142518453514, 0.2536897231857444, 0.9670038685119675, 0.9840955484390509, nan, 0.7083720279364433, nan, 0.8400648563373698, 0.8860492688710315, 0.9269240106822044, 0.7743306417339566, 0.49508420432341904, 0.9184562351516281, 0.9757158703300036, 0.5946505333545614, nan, 0.8053643330302637, 0.4488232074438971, nan, 0.9281564949608063, nan, 0.0, nan, nan, 0.9200629307761462, nan, nan, nan, nan, nan, 0.6815428904025547, nan, nan, 0.5717098527211152, 0.7023582719736368, 0.0, nan, nan, 0.0, 0.0, 0.23377777777777778, nan, nan, nan, 0.8685399989108533, nan, nan, 0.9713946362447725, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34149484536082475, nan, 0.6801557124751041, 0.8928961171542226, nan, nan, 0.8222727722282662, 0.0, 0.8547147694712165, nan, nan, 0.7817062298005126, 0.8349654377880185, nan, nan, 0.8707486547202341, nan, nan, nan, nan, nan, nan, 0.8249027237354085, 0.0, nan, 0.9693627450980392, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15746658919233003, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.6965012205044752, nan, nan, nan, 0.9193023056484101, nan, nan, nan, 0.24443470639789658, 0.8140020898641588, 0.0, nan, 0.9113516676418958, 0.7880461583982641, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]            | [0.9588426679061121, 0.9879595763669285, 0.9960175821270408, 0.9661131431988218, 0.2711741185023628, 0.9935807507545806, 0.9919770070460756, nan, 0.7458909889756608, nan, 0.9996349794024091, 0.976339091304979, 0.9460798889880068, 0.8541959681200187, 0.5029379794892799, 0.9647453148700885, 0.998369031064481, 0.8609958506224067, nan, 0.8543575611436445, 0.9468822170900693, nan, 0.969691430242761, nan, nan, nan, nan, 0.9640852533657809, nan, nan, nan, nan, nan, 0.8903616933826551, nan, nan, 0.6083640630238015, 0.7036989269500619, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9708818635607321, nan, nan, 0.9908777145416968, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7089407879216797, 0.9860055589029914, nan, nan, 0.9166482910694598, nan, 0.8689175769612711, nan, nan, 0.8136709007598167, 0.8395598030697944, nan, nan, 0.8808731039585646, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9728268436441267, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16990595611285267, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.7581930912311781, nan, nan, nan, 0.9193811074918566, nan, nan, nan, 0.24540255169379674, 0.8176331671477303, nan, nan, 0.9401408450704225, 0.8054029534801673, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0049        | 83.0  | 1660 | 0.2098          | 0.6428   | 0.7506        | 0.9435           | [0.8736476311826712, 0.979669221873113, 0.9610859512039547, 0.927089824939097, 0.2650943396226415, 0.9679242938789033, 0.9841233414980259, nan, 0.7085832919389146, nan, 0.8444493392070485, 0.886755098000396, 0.9261941672318573, 0.773241395995887, 0.49469290214456413, 0.919255237340666, 0.9757085501858737, 0.598334401024984, nan, 0.8053815443539225, 0.4464964693101575, nan, 0.9284863349684653, nan, 0.0, nan, nan, 0.918898259420308, nan, nan, nan, nan, nan, 0.6810734240969545, nan, nan, 0.5627950166370038, 0.7007466529351184, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8653926124138929, nan, nan, 0.9699622159968896, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3346055979643766, nan, 0.6772386373904401, 0.8917257849265997, nan, nan, 0.8284602335096298, 0.0, 0.8490221642764015, nan, nan, 0.7749909225483897, 0.8289170506912442, nan, nan, 0.870728393771554, nan, nan, nan, nan, nan, nan, 0.8250836709529681, 0.0, nan, 0.9691663824547814, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12602579132473624, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6852003270645952, nan, nan, nan, 0.916152527849186, nan, nan, nan, 0.23901797457255589, 0.8217640918580376, 0.0, nan, 0.910049809551714, 0.7626332412159494, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        | [0.9598541438420592, 0.9876087842473703, 0.9959300019829467, 0.9663899664490221, 0.2860050890585242, 0.9935594949623773, 0.9916938425888783, nan, 0.7452212235275206, nan, 0.9995828336027534, 0.9752503991871099, 0.9474923183665378, 0.8562052106355904, 0.5021975771514989, 0.9651122963252924, 0.9983051311621567, 0.8612263715998156, nan, 0.8547364795039614, 0.9491916859122402, nan, 0.96881398069611, nan, nan, nan, nan, 0.9594143737488715, nan, nan, nan, nan, nan, 0.8892725030826141, nan, nan, 0.6095373784780422, 0.7020480808914569, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9712268170934621, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43507030603804797, nan, 0.7072422741212551, 0.9870357052615211, nan, nan, 0.9153252480705623, nan, 0.8622310493214167, nan, nan, 0.8046807029754655, 0.8334781349551115, nan, nan, 0.8807145499709318, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9726354016800483, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13479623824451412, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7422497785651019, nan, nan, nan, 0.9164666552374421, nan, nan, nan, 0.23985921689397272, 0.8262923117292049, nan, nan, 0.9374245472837022, 0.778892192933824, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0281        | 84.0  | 1680 | 0.2073          | 0.6442   | 0.7523        | 0.9438           | [0.8738061760292124, 0.9796780612062219, 0.9608408804941178, 0.9272921584100955, 0.26163301141352063, 0.9674502338285809, 0.9840666007655152, nan, 0.7107025323693473, nan, 0.8542607558830521, 0.8859556494192186, 0.9237554374093765, 0.7738836183455193, 0.4855888557954828, 0.9219097571826632, 0.9755585014683328, 0.5936801787424194, nan, 0.8057809495877734, 0.4390374331550802, nan, 0.9281112122697668, nan, 0.0, nan, nan, 0.9197911305810436, nan, nan, nan, nan, nan, 0.6821751979392197, nan, nan, 0.5652140017151321, 0.7042347792508689, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8645528455284552, nan, nan, 0.9698892547141574, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3465527760829774, nan, 0.6792852953120065, 0.8902181190316784, nan, nan, 0.8264256466593428, 0.0, 0.8607026675341575, nan, nan, 0.7719386754113063, 0.8453341013824884, nan, nan, 0.8697854122069649, nan, nan, nan, nan, nan, nan, 0.8226288931902165, 0.0, nan, 0.9684136288485773, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11695215593620792, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8947368421052632, 0.6916802610114192, nan, nan, nan, 0.9213107731848361, nan, nan, nan, 0.24859796705222573, 0.8255541069100392, 0.0, nan, 0.9073566816669928, 0.80025639761353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.960759381605303, 0.988047274396818, 0.9956077731509022, 0.9671724535029214, 0.2816430388949473, 0.993772052884411, 0.9913115705716619, nan, 0.749239816216361, nan, 0.9994959239366602, 0.97430686601829, 0.9471949648131629, 0.8577456298975287, 0.49312371020337437, 0.9632529236189264, 0.9987037448385615, 0.8575380359612724, nan, 0.8517740268687565, 0.9480369515011547, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9587340215357643, nan, nan, nan, nan, nan, 0.8870941224825318, nan, nan, 0.6076097888032183, 0.7056335121749897, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9897272477372456, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46980976013234077, nan, 0.7103090351497995, 0.9820793407063305, nan, nan, 0.912348401323043, nan, 0.8758027143330023, nan, nan, 0.7987355721825881, 0.8499855198378222, nan, nan, 0.8804502933248771, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9718406274655405, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12413793103448276, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8956796628029505, 0.7511071744906997, nan, nan, nan, 0.9218241042345277, nan, nan, nan, 0.24962604487461504, 0.8307530831802676, nan, nan, 0.9330985915492958, 0.8180031248424978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0377        | 85.0  | 1700 | 0.2058          | 0.6448   | 0.7527        | 0.9444           | [0.8757208244687028, 0.9792689161554192, 0.9614308581861475, 0.9266292162602086, 0.26414076720825186, 0.9676090735988079, 0.9838452286798669, nan, 0.7158732981101402, nan, 0.8466997452848246, 0.8856049610766592, 0.9199006295072478, 0.7692588758297302, 0.5236936713568462, 0.9181148403695474, 0.9755989536888413, 0.5941269841269842, nan, 0.800475988654517, 0.4377013963480129, nan, 0.9270392273506666, nan, 0.0, nan, nan, 0.9214218544291894, nan, nan, nan, nan, nan, 0.6817887641868321, nan, nan, 0.5602518693427785, 0.7039744645799012, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8607581285834965, nan, nan, 0.9703972994027525, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3377862595419847, nan, 0.6833340854731712, 0.8899509717470283, nan, nan, 0.8249027237354085, 0.0, 0.8544448062520351, nan, nan, 0.7680793810965355, 0.8378456221198156, nan, nan, 0.869235595524417, nan, nan, nan, nan, nan, nan, 0.8203866432337434, 0.0, nan, 0.9694885473681777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16457543040560257, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8909244051379238, 0.6938775510204082, nan, nan, nan, 0.9251499571550985, nan, nan, nan, 0.2343092566619916, 0.8288993218570684, 0.0, nan, 0.9101673353557099, 0.8079424517146235, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9597711452696347, 0.9881246550114265, 0.9954755767069866, 0.9686562261239947, 0.2848418756815703, 0.9937295413000042, 0.9921657833508738, nan, 0.7550265896882912, nan, 0.9995828336027534, 0.97430686601829, 0.9450887104767569, 0.8460250485566941, 0.5323807873469967, 0.9603660028379899, 0.9986976591335782, 0.8628400184416782, nan, 0.8457802273510162, 0.941108545034642, nan, 0.96855805791167, nan, nan, nan, nan, 0.961494681477411, nan, nan, nan, nan, nan, 0.8876284422523634, nan, nan, 0.5965471002346631, 0.7054271564176641, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9717543930846962, nan, nan, 0.9892181916290813, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.714413776834159, 0.9808159536628506, nan, nan, 0.9115766262403528, nan, 0.8685865607414763, nan, nan, 0.794675482860623, 0.8424558355053576, nan, nan, 0.8786533481317055, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.0, nan, 0.973093702139509, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17680250783699059, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8916754478398314, 0.7528786536758193, nan, nan, nan, 0.9254671695525458, nan, nan, nan, 0.2351957765068192, 0.8339018630280767, nan, nan, 0.9357142857142857, 0.826470439997984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           |
| 0.0209        | 86.0  | 1720 | 0.2078          | 0.6334   | 0.7532        | 0.9445           | [0.875916999379161, 0.9790421152223387, 0.9606050995510521, 0.9268822982475368, 0.2518367346938776, 0.9669768403639372, 0.9836432305438685, nan, 0.7130390600190537, nan, 0.8522520119158775, 0.8846939447848718, 0.9152749784048373, 0.769669742593492, 0.5214406372526229, 0.9174079665544072, 0.9757022906210604, 0.5943889681407513, nan, 0.8018954548435758, 0.4377338321753073, nan, 0.9270323212536729, nan, 0.0, nan, nan, 0.922787477423239, nan, nan, nan, nan, nan, 0.6847103513770181, nan, nan, 0.5642902609802674, 0.7048585184994465, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8658064282611843, nan, nan, 0.9705676803578204, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3426930440331844, nan, 0.674795276659277, 0.8917141604559404, nan, nan, 0.8257545271629778, 0.0, 0.8556170628459785, nan, nan, 0.7762388427208372, 0.8448474381116868, nan, nan, 0.8687915423666719, nan, nan, nan, nan, nan, nan, 0.821917808219178, 0.0, nan, 0.968013458281063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1853686971728359, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8928421052631579, 0.6882690730106645, nan, nan, nan, 0.9245137520349584, nan, nan, nan, 0.24029445272105862, 0.8308133472367049, 0.0, nan, 0.9054120420390924, 0.8047975568909467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.960214910970198, 0.9875675145862458, 0.9960142772159429, 0.9676891902366285, 0.26913849509269355, 0.9939846108064447, 0.9919156547470162, nan, 0.751932273317884, nan, 0.9995306878030975, 0.9745246044418638, 0.9452126077906631, 0.8491058870805707, 0.530049307645048, 0.9663600332729853, 0.998530302246538, 0.8644536652835408, nan, 0.8423355149844988, 0.9457274826789839, nan, 0.9689236618894413, nan, nan, nan, nan, 0.9625937119755074, nan, nan, nan, nan, nan, 0.8890258939580764, nan, nan, 0.5943680858196446, 0.7061494015683037, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9897476099815722, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7037037037037037, 0.9883574024762386, nan, nan, 0.9049614112458655, nan, 0.8697782191327375, nan, nan, 0.8045356997853953, 0.8499855198378222, nan, nan, 0.8773320649014322, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.971399730820996, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1993730407523511, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8937829293993678, 0.7431355181576617, nan, nan, nan, 0.924909994856849, nan, nan, nan, 0.2412670479542455, 0.8362634479139334, nan, nan, 0.927364185110664, 0.8234967995564739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0119        | 87.0  | 1740 | 0.2100          | 0.6436   | 0.7509        | 0.9442           | [0.8746176568174323, 0.979008424250794, 0.9606443264468342, 0.9272081103276414, 0.25472339268723665, 0.9677259082910672, 0.9834331710969674, nan, 0.7101872792417351, nan, 0.8452527924750147, 0.8845166809238666, 0.9163658243080626, 0.7712362820590554, 0.5094614716466063, 0.9165837287351001, 0.9757315332461044, 0.5941843745007189, nan, 0.8022922636103151, 0.43670212765957445, nan, 0.9267490288034158, nan, 0.0, nan, nan, 0.9222074800981325, nan, nan, nan, nan, nan, 0.6828436018957346, nan, nan, 0.5653280318091451, 0.7035425570258999, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8677775962533355, nan, nan, 0.9729059358903835, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3372018052869117, nan, 0.6700974835638177, 0.8919842312746387, nan, nan, 0.8267376456408196, 0.0, 0.8511858222569716, nan, nan, 0.7818882896979519, 0.8347725964306275, nan, nan, 0.8684031591610439, nan, nan, nan, nan, nan, nan, 0.830051445804506, 0.0, nan, 0.9685798193989987, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11445255474452555, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8860092709650231, 0.6957585644371941, nan, nan, nan, 0.929508056222146, nan, nan, nan, 0.24377847879425166, 0.8183716075156576, 0.0, nan, 0.9068255687973997, 0.8113179669030733, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9597467990217234, 0.9873921185264668, 0.9961200343710754, 0.9668144287659958, 0.2724827335514358, 0.9936232623389873, 0.9917363172574578, nan, 0.7487441897847373, nan, 0.9996523613356277, 0.975613296559733, 0.9434780453959758, 0.851918826602371, 0.5174309614203122, 0.9688555071683711, 0.9984177167043473, 0.8573075149838635, nan, 0.8487771271098863, 0.9480369515011547, nan, 0.9681193331383445, nan, nan, nan, nan, 0.9639675000981277, nan, nan, nan, nan, nan, 0.8882860665844636, nan, nan, 0.5957928260140798, 0.7048854725546843, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9700296254210462, nan, nan, 0.9903788395556958, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4325889164598842, nan, 0.6972870960132107, 0.9895236059009893, nan, nan, 0.907497243660419, nan, 0.864879179079775, nan, nan, 0.8115248535467781, 0.8398494063133507, nan, nan, 0.8774906188890651, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9719624541699541, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12288401253918495, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8861959957850368, 0.7555358724534986, nan, nan, nan, 0.9296674095662609, nan, nan, nan, 0.24478662560492742, 0.8228811335607452, nan, nan, 0.9262575452716297, 0.8302504914066832, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.046         | 88.0  | 1760 | 0.2084          | 0.6322   | 0.7524        | 0.9440           | [0.8738207178900307, 0.9786507607934537, 0.9606990031316488, 0.9265975514825561, 0.2572996409457354, 0.9676183771920743, 0.9836271215000515, nan, 0.7009699580662019, nan, 0.8520708305549382, 0.8835270172674151, 0.9183698120500555, 0.7650539930449637, 0.5066259077648811, 0.9175343800004638, 0.9757033970635904, 0.594015748031496, nan, 0.8023614129553343, 0.44299674267100975, nan, 0.9275260836075905, nan, 0.0, nan, nan, 0.9225975975975976, nan, nan, nan, nan, nan, 0.6806710730210935, nan, nan, 0.5690012763241863, 0.7056415274094292, 0.0, 0.0, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.8665519739224918, nan, nan, 0.9729499914968538, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3450479233226837, nan, 0.6746042484102287, 0.891566687714867, nan, nan, 0.8211085950575957, 0.0, 0.8582964313623339, nan, nan, 0.7813819524062526, 0.8406672418751797, nan, nan, 0.8706797535762765, nan, nan, nan, nan, nan, nan, 0.8204812928157387, 0.0, nan, 0.9679329285920787, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18740891868259982, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8854495683301747, 0.682526661197703, nan, nan, nan, 0.9306489612336689, nan, nan, nan, 0.22979133789233736, 0.8246804069919124, 0.0, nan, 0.907628946852324, 0.8117397941596494, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9599127961665725, 0.9877583867689467, 0.9961084671822328, 0.9665745152824889, 0.27611777535441656, 0.9933894486247502, 0.9917740725184175, nan, 0.7366884117182163, nan, 0.9994959239366602, 0.9767019886776019, 0.941991277629101, 0.8398633715089411, 0.5143275728981238, 0.967974751675882, 0.9983325168345815, 0.8695251267865376, nan, 0.852084050981743, 0.9422632794457275, nan, 0.96855805791167, nan, nan, nan, nan, 0.9647132707932645, nan, nan, nan, nan, nan, 0.8846485819975339, nan, nan, 0.5978042239356353, 0.7068974411886092, nan, nan, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.970963029097845, nan, nan, 0.99020576047892, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7057324840764331, 0.9879686680013217, nan, nan, 0.9195148842337376, nan, 0.8725587553790136, nan, nan, 0.8103648280262166, 0.8465102809151462, nan, nan, 0.8814016172506739, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.9711560774121687, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20156739811912225, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8861959957850368, 0.7369353410097431, nan, nan, nan, 0.9311674952854448, nan, nan, nan, 0.23062032556093268, 0.829441091577014, nan, nan, 0.9311871227364185, 0.8308048989466257, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0159        | 89.0  | 1780 | 0.2123          | 0.6189   | 0.7508        | 0.9437           | [0.8739370632612381, 0.9787646168942677, 0.9607432813650519, 0.9264823894991003, 0.2595574802084038, 0.967005233652593, 0.983567635406618, nan, 0.7022047103528302, nan, 0.8464674712982043, 0.8843523997370151, 0.9150013194827628, 0.7670544044589847, 0.5192259985115356, 0.9169027165080103, 0.9757007955981858, 0.593539281793947, nan, 0.8002487887914103, 0.4401939655172414, nan, 0.9272931040521136, nan, 0.0, nan, nan, 0.9214677383009089, nan, nan, nan, nan, nan, 0.6808520740025639, nan, nan, 0.5613494508967369, 0.7017896227629715, 0.0, nan, nan, 0.0, 0.0, 0.2328888888888889, nan, nan, nan, 0.8659468859823919, nan, nan, 0.9718731538315193, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33918495297805645, nan, 0.6708700564971751, 0.8917553797856854, nan, nan, 0.8273152292847906, 0.0, 0.854052645295804, nan, nan, 0.7765534985178142, 0.8377911993097498, nan, nan, 0.8686314469352563, nan, nan, nan, nan, nan, nan, 0.8209347103098197, 0.0, nan, 0.9684610981666387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14360924246855805, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.886923562855338, 0.6857610474631751, nan, nan, nan, 0.9291284600222812, nan, nan, nan, 0.22671106826746124, 0.8239289446185998, 0.0, nan, 0.9063604240282686, 0.7880850224392169, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9596914666401071, 0.9879389415363663, 0.9961051622711349, 0.9673127106163562, 0.27888040712468193, 0.9936232623389873, 0.9912313406421226, nan, 0.7376662692725008, nan, 0.9996175974691905, 0.9762665118304543, 0.9450887104767569, 0.8479673163217467, 0.527544542289576, 0.96616430983021, 0.9982229741448824, 0.8725218994928539, nan, 0.8420943851188426, 0.9434180138568129, nan, 0.9680096519450132, nan, nan, nan, nan, 0.9630254739569023, nan, nan, nan, nan, nan, 0.8841142622277024, nan, nan, 0.5954575930271538, 0.703002476269088, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9699687512682115, nan, nan, 0.9881797171684263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44747725392886684, nan, 0.7003066761028545, 0.988299092305001, nan, nan, 0.9169790518191842, nan, 0.8677921218139689, nan, nan, 0.8052897163737602, 0.843614248479583, nan, nan, 0.8785476454732837, nan, nan, nan, nan, nan, nan, 0.9785103275610265, 0.0, nan, 0.9717478071193205, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15391849529780563, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7422497785651019, nan, nan, nan, 0.9293673924224242, nan, nan, nan, 0.22762868455785307, 0.8276043033324587, nan, nan, 0.9289738430583501, 0.8054029534801673, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0119        | 90.0  | 1800 | 0.2118          | 0.6181   | 0.7498        | 0.9437           | [0.8739323663324159, 0.9784397974771497, 0.9607299095581497, 0.9261441607130225, 0.255613594735771, 0.9685964803183882, 0.9834518023206811, nan, 0.7030476919153277, nan, 0.8438233568075117, 0.8836399474375821, 0.9193637921463568, 0.7661667375068311, 0.5159570345800332, 0.9148315387287252, 0.9757241559816667, 0.591827074786999, nan, 0.8026247231991663, 0.42677824267782427, nan, 0.9268796860766589, nan, 0.0, nan, nan, 0.923128040523597, nan, nan, nan, nan, nan, 0.6797422778093614, nan, nan, 0.5654587265086036, 0.7011020702441034, 0.0, nan, nan, 0.0, 0.0, 0.23022222222222222, nan, nan, nan, 0.8646082049055784, nan, nan, 0.9705482192877151, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3410224438902743, nan, 0.6719414051903427, 0.89218813329339, nan, nan, 0.8283039537894632, 0.0, 0.8553377190125708, nan, nan, 0.7734873056705066, 0.8317031070195627, nan, nan, 0.8654631083202512, nan, nan, nan, nan, nan, nan, 0.8246387028551286, 0.0, nan, 0.9683581261165425, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12877676738046348, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8828240252897788, 0.6857610474631751, nan, nan, nan, 0.9234527687296417, nan, nan, nan, 0.2278902620738014, 0.8150470219435737, 0.0, nan, 0.9045275590551181, 0.8068568050834934, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.960333322266857, 0.9879492589516474, 0.9961563883931522, 0.9665117686791102, 0.27393675027262815, 0.9932406580793266, 0.991188865973543, nan, 0.73852356904612, nan, 0.9997218890685022, 0.9761213528814051, 0.943899296263257, 0.8450874020494273, 0.5243938940436995, 0.9665557567157607, 0.9982290598498657, 0.8646841862609498, nan, 0.8490182569755426, 0.9422632794457275, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9632871478850205, nan, nan, nan, nan, nan, 0.8845869297163995, nan, nan, 0.5976366074421723, 0.7023318200577796, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.9699078771153768, nan, nan, 0.9877317477932418, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45244003308519437, nan, 0.7012031139419674, 0.9840618865284068, nan, nan, 0.9169790518191842, nan, 0.8693809996689837, nan, nan, 0.8022446493822865, 0.8372429771213438, nan, nan, 0.8741081338195655, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9716781918596556, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13761755485893418, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8828240252897788, 0.7422497785651019, nan, nan, nan, 0.9234527687296417, nan, nan, nan, 0.22877254729432467, 0.8186827604303333, nan, nan, 0.9245472837022133, 0.8255632276598962, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0133        | 91.0  | 1820 | 0.2148          | 0.6286   | 0.7480        | 0.9432           | [0.8728839132140378, 0.978052231296895, 0.9606841747150467, 0.9266027487304174, 0.24803928254790972, 0.9676003560855433, 0.9834458937672877, nan, 0.7049359356944215, nan, 0.8474211612142647, 0.8858010429731336, 0.9201613682481399, 0.7661727943418084, 0.4883136622361462, 0.9139695328054822, 0.9757202294741664, 0.5940625496110493, nan, 0.8013108980630014, 0.4252214695153726, nan, 0.9272510852821734, nan, 0.0, nan, nan, 0.9215011059722501, nan, nan, nan, nan, nan, 0.6813565211897202, nan, nan, 0.5575656589700865, 0.7019594716378711, 0.0, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.864323698585537, nan, nan, 0.9700780009388077, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3488372093023256, nan, 0.676220230009961, 0.8889571845035299, nan, nan, 0.8294270833333334, 0.0, 0.8514032688676174, nan, nan, 0.7735754049290849, 0.8435432844406098, nan, nan, 0.8679363750523231, nan, nan, nan, nan, nan, nan, 0.8223510806536637, 0.0, nan, 0.9681953261410021, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1141766950396243, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8883505371813777, 0.680921052631579, nan, nan, nan, 0.9202690544535367, nan, nan, nan, 0.2194651468654099, 0.8179205851619644, 0.0, nan, 0.9060686534867709, 0.7803602269923513, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.960343282095548, 0.9878202912606334, 0.9962423160816974, 0.9677667007466846, 0.2644129407488186, 0.9934532160013604, 0.9916702455507784, nan, 0.7436137864519845, nan, 0.9995654516695347, 0.973943968645667, 0.9438745168004757, 0.8416047150224365, 0.49599080010712204, 0.9658462592357, 0.9983081740146483, 0.8626094974642693, nan, 0.8464691698243196, 0.9422632794457275, nan, 0.9683386955250073, nan, nan, nan, nan, 0.9593227878740301, nan, nan, nan, nan, nan, 0.8864775996711879, nan, nan, 0.5889205497820985, 0.7032088320264135, nan, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.9696237977354815, nan, nan, 0.9889025768420195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45905707196029777, nan, 0.7046473224817174, 0.9838675192909483, nan, nan, 0.9130099228224917, nan, 0.8656074147633234, nan, nan, 0.801954643002146, 0.8494063133507095, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714867498955772, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1219435736677116, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8887249736564805, 0.733392382639504, nan, nan, nan, 0.9206240356591805, nan, nan, nan, 0.22023757149142104, 0.8215691419574914, nan, nan, 0.9267605633802817, 0.7970364396955799, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0094        | 92.0  | 1840 | 0.2155          | 0.6403   | 0.7476        | 0.9428           | [0.8717768928785254, 0.9786971965960491, 0.9610047171841647, 0.926564339736722, 0.2523809523809524, 0.9664503059368281, 0.983324597038396, nan, 0.707089126966036, nan, 0.8515638883952372, 0.8845191040843214, 0.9212421459642339, 0.7648424138773515, 0.4622781982876287, 0.9143128357103167, 0.9757033248081841, 0.5952532653711373, nan, 0.8038850799869409, 0.42992623814541625, nan, 0.9276214475710486, nan, 0.0, nan, nan, 0.9216038375568225, nan, nan, nan, nan, nan, 0.6801849260138695, nan, nan, 0.5574726415847912, 0.7021599773446953, 0.0, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.8633735636337356, nan, nan, 0.97021938882404, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.354375, nan, 0.6829279279279279, 0.8888791100471731, nan, nan, 0.8277449704734261, 0.0, 0.8542589215941652, nan, nan, 0.7705849426252449, 0.844559585492228, nan, nan, 0.870615296147211, nan, nan, nan, nan, nan, nan, 0.8187062937062937, 0.0, nan, 0.9684231825408296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10422783323546682, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8938723941882502, 0.6851239669421487, nan, nan, nan, 0.9199006253747966, nan, nan, nan, 0.21019387665584702, 0.8198692810457516, 0.0, nan, 0.9048696507624201, 0.7758042234063548, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                              | [0.9603775881721501, 0.9878254499682739, 0.9961332540154669, 0.9672204361996228, 0.2697201017811705, 0.993772052884411, 0.9915711379907594, nan, 0.7479404712469693, nan, 0.9994785420034417, 0.9745246044418638, 0.9446179006839132, 0.8386578259995981, 0.4695096016005293, 0.96616430983021, 0.9983294739820898, 0.8614568925772246, nan, 0.8481915260075784, 0.9422632794457275, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9602255629260379, nan, nan, nan, nan, nan, 0.8889231401561858, nan, nan, 0.5848977539389876, 0.703518365662402, nan, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.9696440891197597, nan, nan, 0.9900937681351238, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46898263027295284, nan, 0.715310214673272, 0.9815351124414469, nan, nan, 0.9117971334068358, nan, 0.8684541542535584, nan, nan, 0.7984745664404617, 0.8496959165942659, nan, nan, 0.8801860366788224, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9717884160207918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11128526645768025, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8946259220231823, 0.7342781222320638, nan, nan, nan, 0.9204525972912738, nan, nan, nan, 0.2108227012758469, 0.8228811335607452, nan, nan, 0.9253521126760563, 0.7925003780051408, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0151        | 93.0  | 1860 | 0.2155          | 0.6289   | 0.7482        | 0.9429           | [0.8714184923168637, 0.9783945886848747, 0.9607957217205569, 0.9259884690388039, 0.2567750677506775, 0.9673640860081538, 0.9834892963640874, nan, 0.702008205571151, nan, 0.8532846607013014, 0.8855072463768116, 0.9182453603277898, 0.7666402293941798, 0.46602725269267775, 0.9162125657864095, 0.9757218179493203, 0.5927680404231802, nan, 0.8009325681492109, 0.43007915567282323, nan, 0.9268566221568009, nan, 0.0, nan, nan, 0.921710641930058, nan, nan, nan, nan, nan, 0.6819622761134887, nan, nan, 0.5561065344317364, 0.7039182370507672, 0.0, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.8647029003874425, nan, nan, 0.9702679481287589, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34766355140186916, nan, 0.6811574575659083, 0.8923536649674811, nan, nan, 0.8254618072890664, 0.0, 0.8573007411259914, nan, nan, 0.77508398656215, 0.842832469775475, nan, nan, 0.8690239564808034, nan, nan, nan, nan, nan, nan, 0.821749076192152, 0.0, nan, 0.9677199271486803, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13358778625954199, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8792413066385669, 0.6900826446280992, nan, nan, nan, 0.9243949453844507, nan, nan, nan, 0.203893712181005, 0.8247126436781609, 0.0, nan, 0.9062346588119784, 0.7944813993594482, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.960884432787756, 0.9879389415363663, 0.9960341066825302, 0.9674566587064604, 0.27553616866593966, 0.9935807507545806, 0.9915097856917, nan, 0.7403185404471354, nan, 0.9994959239366602, 0.975613296559733, 0.9440479730399445, 0.8416047150224365, 0.4730383276359111, 0.9625678915692127, 0.9983751167694643, 0.8653757491931766, nan, 0.8461246985876679, 0.941108545034642, nan, 0.9668762796139222, nan, nan, nan, nan, 0.9607227433894624, nan, nan, nan, nan, nan, 0.8841964652692149, nan, nan, 0.5827187395239691, 0.7052981840693355, nan, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.9691368045128038, nan, nan, 0.9887702222538969, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7119131870724228, 0.9867247176815875, nan, nan, 0.9114663726571114, nan, 0.8730221780867262, nan, nan, 0.8029116640566093, 0.8479582971329279, nan, nan, 0.8780719835103853, nan, nan, nan, nan, nan, nan, 0.9743375756311288, 0.0, nan, 0.9709704367197289, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1426332288401254, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8792413066385669, 0.7395925597874224, nan, nan, nan, 0.924909994856849, nan, nan, nan, 0.2045754509458865, 0.8283914982944109, nan, nan, 0.9285714285714286, 0.8126606521848697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0294        | 94.0  | 1880 | 0.2179          | 0.6154   | 0.7464        | 0.9424           | [0.8709979248592228, 0.9778237442222733, 0.9602432894724269, 0.9266993123199039, 0.2434907401079751, 0.9680432441388451, 0.9833377822110454, nan, 0.7052699652557632, nan, 0.8480549738991948, 0.8827269747623729, 0.9195879273323844, 0.7682593649444478, 0.455963373942733, 0.9126817204798114, 0.9756935357236326, 0.5943003522254243, nan, 0.8011132450115556, 0.4261096605744125, nan, 0.9262151561843396, nan, 0.0, nan, nan, 0.9214008855884899, nan, nan, nan, nan, nan, 0.6802091206853111, nan, nan, 0.55888, 0.7020805438253167, 0.0, nan, nan, 0.0, 0.0, 0.21066666666666667, nan, nan, nan, 0.8658010228138261, nan, nan, 0.9699965054166043, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3458411507191995, nan, 0.673239053576285, 0.8892835894025829, nan, nan, 0.828477020126164, 0.0, 0.8387391502969392, nan, nan, 0.7730488521014514, 0.8436510221710337, nan, nan, 0.8615634326404524, nan, nan, nan, nan, nan, nan, 0.820476858345021, 0.0, nan, 0.9675220297430441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12060889929742388, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8889357218124342, 0.6881188118811881, nan, nan, nan, 0.92239790890003, nan, nan, nan, 0.21888976585109182, 0.8127615062761506, 0.0, nan, 0.9054187192118227, 0.7780463739516527, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                               | [0.96010645950223, 0.9876500539084948, 0.9963166765814, 0.9674160579630976, 0.2590330788804071, 0.9935169833779705, 0.990976492630645, nan, 0.7450336892020415, nan, 0.9996349794024091, 0.9773552039483234, 0.9444940033700069, 0.8474984930681133, 0.4628302273192709, 0.966115378969516, 0.9982838311947152, 0.8556938681420009, nan, 0.8477781605235962, 0.9422632794457275, nan, 0.9669859608072536, nan, nan, nan, nan, 0.961062919496016, nan, nan, nan, nan, nan, 0.8877106452938759, nan, nan, 0.585484411666108, 0.7033120099050764, nan, nan, nan, 0.0, nan, 0.21066666666666667, nan, nan, nan, 0.9687512682115174, nan, nan, 0.989096018163122, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7007784854918613, 0.9877548640401174, nan, nan, 0.9122381477398015, nan, 0.8508440913604767, nan, nan, 0.8017226378980338, 0.8485375036200405, nan, nan, 0.8696686221658475, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9707325845825405, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.129153605015674, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8889357218124342, 0.7387068201948627, nan, nan, nan, 0.922595576890108, nan, nan, nan, 0.2196216454025517, 0.8155339805825242, nan, nan, 0.9245472837022133, 0.794869210221259, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               |
| 0.0313        | 95.0  | 1900 | 0.2159          | 0.6278   | 0.7475        | 0.9422           | [0.8693356493098651, 0.9781127410918601, 0.9606854935113373, 0.9263949515030173, 0.2576579018704256, 0.9671093459103884, 0.9836156896156241, nan, 0.7011223958002314, nan, 0.8548176115587003, 0.8837132908481703, 0.9228791150141918, 0.7705717420455931, 0.43089771651220915, 0.9132333572105276, 0.9757342904807643, 0.5946640951462552, nan, 0.8010598080713431, 0.4369296833064949, nan, 0.9268028257676436, nan, 0.0, nan, nan, 0.9213438040996562, nan, nan, nan, nan, nan, 0.6795414823095939, nan, nan, 0.560937254285265, 0.7034500514933059, 0.0, nan, nan, 0.0, nan, 0.2222222222222222, nan, nan, nan, 0.8674033149171271, nan, nan, 0.9694983665191372, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36234567901234566, nan, 0.6770068027210885, 0.8906585477455915, nan, nan, 0.8249429053718598, 0.0, 0.8490910275623901, nan, nan, 0.7764466041108132, 0.8431203223949338, nan, nan, 0.8666387741226923, nan, nan, nan, nan, nan, nan, 0.8210526315789474, 0.0, nan, 0.9679580945993606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07339449541284404, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8839022334597556, 0.6948738812042311, nan, nan, nan, 0.9224078834618681, nan, nan, nan, 0.22005961774504645, 0.8255419169495952, 0.0, nan, 0.9051969741624915, 0.7892166535122336, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9603964011818996, 0.9878460847988362, 0.9959944477493555, 0.9666298799325289, 0.27640857869865504, 0.9937507970922076, 0.9916372096974387, nan, 0.73885845177019, nan, 0.9995828336027534, 0.9762665118304543, 0.9426603231241947, 0.8466947960618847, 0.4372784700452118, 0.9669227381709644, 0.998411630999364, 0.8529276164130936, nan, 0.8540130899069928, 0.9399538106235565, nan, 0.9688871014916642, nan, nan, nan, nan, 0.960918998835551, nan, nan, nan, nan, nan, 0.8869091656391287, nan, nan, 0.5978880321823667, 0.7047565002063557, nan, nan, nan, 0.0, nan, 0.2222222222222222, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9879760947251606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4855252274607113, nan, 0.7043170559094126, 0.9836731520534898, nan, nan, 0.915986769570011, nan, 0.8626944720291294, nan, nan, 0.8063047387042515, 0.8482479003764842, nan, nan, 0.8757993763543153, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9712430964867499, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07774294670846395, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8840885142255005, 0.7564216120460585, nan, nan, nan, 0.922724155666038, nan, nan, nan, 0.22085349758029035, 0.829441091577014, nan, nan, 0.9269617706237424, 0.8063605665037045, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0272        | 96.0  | 1920 | 0.2181          | 0.6271   | 0.7463        | 0.9421           | [0.8690547778258848, 0.9785377877097258, 0.9603751136792581, 0.9257006453894439, 0.2458825941365407, 0.9664428143403244, 0.9835665922671271, nan, 0.7014440295178497, nan, 0.8435836132420025, 0.8830424761277577, 0.9251942610771442, 0.769923348339214, 0.43502298422164243, 0.9128563495001851, 0.9757070330042917, 0.5956770502225047, nan, 0.8011482759732929, 0.4396082698585419, nan, 0.9262653468117108, nan, 0.0, nan, nan, 0.9234162541512626, nan, nan, nan, nan, nan, 0.6815559454375899, nan, nan, 0.5648854961832062, 0.7027110527535336, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8633670520231214, nan, nan, 0.9697607178464607, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3452229299363057, nan, 0.676414667270258, 0.892300939338074, nan, nan, 0.8258884256501886, 0.0, 0.8544720213666862, nan, nan, 0.7735833240192244, 0.8346297896859695, nan, nan, 0.8699649966041482, nan, nan, nan, nan, nan, nan, 0.8215541490857946, 0.0, nan, 0.9677245893298024, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07949545321208566, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8811380400421497, 0.6819296811120196, nan, nan, nan, 0.9157024085026142, nan, nan, nan, 0.21794422031222593, 0.8171368861024033, 0.0, nan, 0.9064952904238619, 0.7954556656316231, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9595985082389916, 0.9871496592673603, 0.996404256725494, 0.9661685078488619, 0.26157760814249365, 0.9941546571440718, 0.9920147623070352, nan, 0.7372242240767284, nan, 0.9996871252020649, 0.973218173900421, 0.9411735553573198, 0.8476324425691514, 0.4412797933174751, 0.9651612271859862, 0.9982412312598322, 0.863992623328723, nan, 0.8555976575955908, 0.9330254041570438, nan, 0.9681558935361216, nan, nan, nan, nan, 0.9640590859729691, nan, nan, nan, nan, nan, 0.8861487875051377, nan, nan, 0.5953737847804224, 0.704034255055716, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9698470029625421, nan, nan, 0.9902872094562263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44830438378825477, nan, 0.7049775890540222, 0.9877937374876091, nan, nan, 0.9173098125689085, nan, 0.8683879510095994, nan, nan, 0.8028826634185952, 0.8389805965826818, nan, nan, 0.8800803340204006, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9709414303615352, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08495297805642633, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8811380400421497, 0.7387068201948627, nan, nan, nan, 0.9157809017658152, nan, nan, nan, 0.21865376154861416, 0.8207819469955392, nan, nan, 0.929476861167002, 0.8134166624666096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0358        | 97.0  | 1940 | 0.2205          | 0.6267   | 0.7467        | 0.9412           | [0.8665703622006969, 0.9788005379120627, 0.9603486123368369, 0.9252201801087448, 0.2505267450553932, 0.9667748671614944, 0.9835830814013347, nan, 0.6954091918238191, nan, 0.8428642612187472, 0.8851007598282128, 0.9211028683275742, 0.7692354479654522, 0.39099636499207757, 0.9127186083094291, 0.9757001341236019, 0.5930763178599527, nan, 0.803943900296118, 0.4364224137931034, nan, 0.9270486925473448, nan, 0.0, nan, nan, 0.9229670467359979, nan, nan, nan, nan, nan, 0.6799471714725952, nan, nan, 0.5645353929452982, 0.7010325205345418, 0.0, nan, nan, 0.0, nan, 0.24177777777777779, nan, nan, nan, 0.8630416343325332, nan, nan, 0.970292194849717, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35709895513214507, nan, 0.6771920314405746, 0.893507270870744, nan, nan, 0.8262938726948245, 0.0, 0.8642931528247852, nan, nan, 0.7752758765190669, 0.829057365234938, nan, nan, 0.8695402298850575, nan, nan, nan, nan, nan, nan, 0.8195198878570177, 0.0, nan, 0.9672023083283701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09515366430260047, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8802950474183351, 0.6781609195402298, nan, nan, nan, 0.9149346475251767, nan, nan, nan, 0.22212482468443198, 0.8248956158663883, 0.0, nan, 0.9081931951505671, 0.7815474135805514, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9599393557097484, 0.9875056100945591, 0.9961910899596801, 0.9647142630411433, 0.26797528171573975, 0.9939208434298347, 0.9918967771165363, nan, 0.7300711290905925, nan, 0.9996697432688464, 0.9722746407316011, 0.9445435622955695, 0.8470296698144799, 0.39650908174356875, 0.9652835543377208, 0.9983173025721233, 0.8688335638543108, nan, 0.8510506372717878, 0.9353348729792148, nan, 0.968229014331676, nan, nan, nan, nan, 0.9637712446520391, nan, nan, nan, nan, nan, 0.8887381833127825, nan, nan, 0.5942004693261816, 0.7022802311184482, nan, nan, nan, 0.0, nan, 0.24177777777777779, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9912645971839016, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48056244830438377, nan, 0.7072894550601557, 0.9864720402728916, nan, nan, 0.9188533627342889, nan, 0.87911287653095, nan, nan, 0.8047967055275216, 0.8328989284679988, nan, nan, 0.8796046720575023, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9703613031976609, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10094043887147336, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8802950474183351, 0.7316209034543845, nan, nan, nan, 0.9150522887022116, nan, nan, nan, 0.22296524417069952, 0.829441091577014, nan, nan, 0.9345070422535211, 0.7988004636863061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0094        | 98.0  | 1960 | 0.2194          | 0.6398   | 0.7480        | 0.9418           | [0.8681592612577799, 0.9781146845714402, 0.9602898781556104, 0.9259748351967372, 0.24637088529952975, 0.966499266331866, 0.9833880200897768, nan, 0.7048838215458224, nan, 0.8476379983786573, 0.8833081322726974, 0.9232991092016797, 0.7646446716043337, 0.4087549302773378, 0.9126855662951486, 0.9757173276867074, 0.5930085416007592, nan, 0.8037479806138934, 0.4276729559748428, nan, 0.9273019871256647, nan, 0.0, nan, nan, 0.923054798289273, nan, nan, nan, nan, nan, 0.6795184514910694, nan, nan, 0.5668449197860963, 0.7035711527073303, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8638967704624727, nan, nan, 0.9690912714228777, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34221946683199006, nan, 0.6763962825949653, 0.8915666883310791, nan, nan, 0.8272106149123676, 0.0, 0.8552065684869021, nan, nan, 0.7732520757037824, 0.8361175115207373, nan, nan, 0.867357079345154, nan, nan, nan, nan, nan, nan, 0.8204589245051673, 0.0, nan, 0.9673470567826992, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12192982456140351, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8902002107481559, 0.6889250814332247, nan, nan, nan, 0.9133638973392176, nan, nan, nan, 0.2217741935483871, 0.8224079394097675, 0.0, nan, 0.9046871935673662, 0.8014586310550436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9596770802208868, 0.9874746578487157, 0.9962951946592636, 0.9653712568882852, 0.2628135223555071, 0.9940483781830549, 0.9915097856917, nan, 0.7420197446854112, nan, 0.9996002155359719, 0.9751778197125853, 0.942585984735851, 0.8366485834840265, 0.41467256888104725, 0.9656505357929246, 0.9983081740146483, 0.8642231443061319, nan, 0.8569066482948674, 0.9422632794457275, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9657468828093313, nan, nan, nan, nan, nan, 0.8873818331278257, nan, nan, 0.5952061682869595, 0.7048596780850186, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9699687512682115, nan, nan, 0.9901955793567567, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.456575682382134, nan, 0.707383816937957, 0.9865303504441292, nan, nan, 0.9210584343991179, nan, 0.8688513737173121, nan, nan, 0.8021576474682443, 0.8407182160440196, nan, nan, 0.8764335923048465, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9705121362602682, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13072100313479623, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8902002107481559, 0.7493356953055802, nan, nan, nan, 0.9136379221669809, nan, nan, nan, 0.22261328640563133, 0.8262923117292049, nan, nan, 0.928169014084507, 0.8197167481477748, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0289        | 99.0  | 1980 | 0.2197          | 0.6274   | 0.7468        | 0.9419           | [0.8686596498538971, 0.9788681985049749, 0.9604589621732197, 0.9255271358685848, 0.24834775499080194, 0.966896865437102, 0.9835811604581175, nan, 0.7038610235018822, nan, 0.8438793179350219, 0.8840503326964886, 0.9217981340118745, 0.7698436834742413, 0.41860934660723437, 0.9133624979746777, 0.9757158703300036, 0.5944524151123864, nan, 0.804190587395803, 0.4375, nan, 0.9275565199132079, nan, 0.0, nan, nan, 0.922107502659408, nan, nan, nan, nan, nan, 0.682665822384043, nan, nan, 0.5630078062768838, 0.703104886463107, 0.0, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.8630505415162455, nan, nan, 0.9699735911106682, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3382447149263293, nan, 0.6771774485001807, 0.8921590968850246, nan, nan, 0.8271703378849796, 0.0, 0.8581841848356655, nan, nan, 0.7732229741065936, 0.8340535868625756, nan, nan, 0.8704419600877651, nan, nan, nan, nan, nan, nan, 0.8218360540635422, 0.0, nan, 0.9675971968452945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1058926487747958, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.6876019575856444, nan, nan, nan, 0.9149100257069409, nan, nan, nan, 0.22521258876128694, 0.8215778474399164, 0.0, nan, 0.907843137254902, 0.779104183109708, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9596361342584907, 0.9876294190779326, 0.9961960473263269, 0.9657551184618962, 0.2649945474372955, 0.9939846108064447, 0.9917787919260375, nan, 0.7413767698551967, nan, 0.9995828336027534, 0.973943968645667, 0.9425612052730696, 0.8476994173196705, 0.4245971108555585, 0.9654058814894554, 0.998369031064481, 0.859612724757953, nan, 0.8540819841543231, 0.9376443418013857, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.8862309905466502, nan, nan, 0.5923566878980892, 0.7044469665703673, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9701919564952721, nan, nan, 0.9909489823968398, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43672456575682383, nan, 0.7072422741212551, 0.9892320550448016, nan, nan, 0.9149944873208379, nan, 0.8729559748427673, nan, nan, 0.801925642364132, 0.838401390095569, nan, nan, 0.8806088473125099, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9708080011138441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11379310344827587, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7466784765279008, nan, nan, nan, 0.9152237270701183, nan, nan, nan, 0.2260448746150462, 0.8252427184466019, nan, nan, 0.93158953722334, 0.7960284259865934, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0231        | 100.0 | 2000 | 0.2164          | 0.6273   | 0.7469        | 0.9418           | [0.8683879067979207, 0.9788583293272919, 0.9606686159999362, 0.9253119820955564, 0.24554577104239197, 0.9673487967886776, 0.9833321641529288, nan, 0.7000025495895161, nan, 0.8421985296271345, 0.8851052596845509, 0.9197815739241791, 0.7674618262096032, 0.42305004736098384, 0.913869625520111, 0.975721673551077, 0.5949040477342364, nan, 0.803040639313907, 0.4342948717948718, nan, 0.9271645968165122, nan, 0.0, nan, nan, 0.9220797131430147, nan, nan, nan, nan, nan, 0.6805356890237193, nan, nan, 0.5646993845668298, 0.7019540200293489, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638235612875257, nan, nan, 0.9697232523826614, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3530150753768844, nan, 0.67655290718671, 0.891948928985966, nan, nan, 0.8260051495345613, 0.0, 0.8613571242511071, nan, nan, 0.7763198302576845, 0.8315092165898618, nan, nan, 0.8692219201003974, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9685960733529126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09368575624082232, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.6827473426001636, nan, nan, nan, 0.9153384747215081, nan, nan, nan, 0.22203716690042075, 0.8228541612314114, 0.0, nan, 0.9069607843137255, 0.7779202841357538, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9598231577083541, 0.9873972772341073, 0.9962357062595016, 0.9644411307676124, 0.261504907306434, 0.9937295413000042, 0.9923073655794724, nan, 0.7355498104563781, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8381890027459648, 0.42918130405330895, 0.9672163233351274, 0.998369031064481, 0.8503918856615952, nan, 0.8515328970031002, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998156218571907, 0.7033120099050764, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703948703380545, nan, nan, 0.9903279339448794, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.707100731304553, 0.9857917549417871, nan, nan, 0.9196251378169791, nan, 0.8756703078450844, nan, nan, 0.8064207412563077, 0.8360845641471184, nan, nan, 0.8785476454732837, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719450503550379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.7395925597874224, nan, nan, nan, 0.9156523229898851, nan, nan, nan, 0.22287725472943246, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7948188095358096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |


### Framework versions

- Transformers 4.28.0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3

{"license": "other", "tags": ["generated_from_trainer"], "datasets": ["scene_parse_150"], "model-index": [{"name": "pls-gelu_new-segformer-b5-scene-parse-150-cvfinal", "results": []}]}
transformers pytorch tensorboard segformer generated_from_trainer dataset:scene_parse_150 license:other endpoints_compatible region:us
TAGS
#transformers #pytorch #tensorboard #segformer #generated_from_trainer #dataset-scene_parse_150 #license-other #endpoints_compatible #region-us 

pls-gelu\_new-segformer-b5-scene-parse-150-cvfinal
==================================================


This model is a fine-tuned version of nvidia/segformer-b5-finetuned-ade-640-640 on the scene\_parse\_150 dataset.
It achieves the following results on the evaluation set:


* Loss: 0.2164
* Mean Iou: 0.6273
* Mean Accuracy: 0.7469
* Overall Accuracy: 0.9418
* Per Category Iou: [0.8683879067979207, 0.9788583293272919, 0.9606686159999362, 0.9253119820955564, 0.24554577104239197, 0.9673487967886776, 0.9833321641529288, nan, 0.7000025495895161, nan, 0.8421985296271345, 0.8851052596845509, 0.9197815739241791, 0.7674618262096032, 0.42305004736098384, 0.913869625520111, 0.975721673551077, 0.5949040477342364, nan, 0.803040639313907, 0.4342948717948718, nan, 0.9271645968165122, nan, 0.0, nan, nan, 0.9220797131430147, nan, nan, nan, nan, nan, 0.6805356890237193, nan, nan, 0.5646993845668298, 0.7019540200293489, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638235612875257, nan, nan, 0.9697232523826614, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3530150753768844, nan, 0.67655290718671, 0.891948928985966, nan, nan, 0.8260051495345613, 0.0, 0.8613571242511071, nan, nan, 0.7763198302576845, 0.8315092165898618, nan, nan, 0.8692219201003974, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9685960733529126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09368575624082232, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.6827473426001636, nan, nan, nan, 0.9153384747215081, nan, nan, nan, 0.22203716690042075, 0.8228541612314114, 0.0, nan, 0.9069607843137255, 0.7779202841357538, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
* Per Category Accuracy: [0.9598231577083541, 0.9873972772341073, 0.9962357062595016, 0.9644411307676124, 0.261504907306434, 0.9937295413000042, 0.9923073655794724, nan, 0.7355498104563781, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8381890027459648, 0.42918130405330895, 0.9672163233351274, 0.998369031064481, 0.8503918856615952, nan, 0.8515328970031002, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998156218571907, 0.7033120099050764, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703948703380545, nan, nan, 0.9903279339448794, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.707100731304553, 0.9857917549417871, nan, nan, 0.9196251378169791, nan, 0.8756703078450844, nan, nan, 0.8064207412563077, 0.8360845641471184, nan, nan, 0.8785476454732837, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719450503550379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8849315068493151, 0.7395925597874224, nan, nan, nan, 0.9156523229898851, nan, nan, nan, 0.22287725472943246, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7948188095358096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]


Model description
-----------------


More information needed


Intended uses & limitations
---------------------------


More information needed


Training and evaluation data
----------------------------


More information needed


Training procedure
------------------


### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 6e-05
* train\_batch\_size: 2
* eval\_batch\_size: 2
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 100


### Training results



### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3



### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 6e-05
* train\_batch\_size: 2
* eval\_batch\_size: 2
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 100 ### Training results ### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3
TAGS
#transformers #pytorch #tensorboard #segformer #generated_from_trainer #dataset-scene_parse_150 #license-other #endpoints_compatible #region-us 
 ### Training hyperparameters


The following hyperparameters were used during training:


* learning\_rate: 6e-05
* train\_batch\_size: 2
* eval\_batch\_size: 2
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 100 ### Training results ### Framework versions


* Transformers 4.28.0
* Pytorch 2.0.0+cu118
* Datasets 2.12.0
* Tokenizers 0.13.3