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pls-gelu_new-segformer-b5-scene-parse-150-cvfinal
az00/pls-gelu_new-segformer-b5-scene-parse-150-cvfinal
pls-gelu_new-segformer-b5-scene-parse-150-cvfinal is a machine learning model from az00. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- May 13, 2023
- Updated
- May 13, 2023
- SHA
- fbcc0503
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 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] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- May 13, 2023
- Updated
- May 13, 2023