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pls-relu-segformer-b5-scene-parse-150-cvfinal
az00/pls-relu-segformer-b5-scene-parse-150-cvfinal
pls-relu-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
- 95bd8c9b
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-relu-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: 0.2163
- Mean Iou: 0.6274
- Mean Accuracy: 0.7469
- Overall Accuracy: 0.9418
- Per Category Iou: [0.8684705920049987, 0.9788583293272919, 0.9606747391887004, 0.9253111886254581, 0.24568229913304662, 0.9673287812952618, 0.9833414396887159, nan, 0.7001172811177401, nan, 0.8421861956856026, 0.8851052596845509, 0.9197815739241791, 0.7674147657591366, 0.4244409937888199, 0.9139732741480556, 0.975721673551077, 0.595, nan, 0.802955985057658, 0.43452699091394975, nan, 0.9271645968165122, nan, 0.0, nan, nan, 0.9220460101548298, nan, nan, nan, nan, nan, 0.6805356890237193, nan, nan, 0.5647439438175649, 0.7019540200293489, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638079583837581, nan, nan, 0.9697141888726062, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3530150753768844, nan, 0.6765223671737463, 0.8920254678485999, nan, nan, 0.8264184572729973, 0.0, 0.8616266197825097, nan, nan, 0.7762981574539364, 0.8315092165898618, nan, nan, 0.8692742104162309, nan, nan, nan, nan, nan, nan, 0.824181626187962, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09251101321585903, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8853530031612223, 0.6819296811120196, nan, nan, nan, 0.9152956298200514, nan, nan, nan, 0.22230014025245443, 0.8228541612314114, 0.0, nan, 0.9069607843137255, 0.7778216258879243, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.9598165178225602, 0.9873972772341073, 0.9962357062595016, 0.9644300578376044, 0.26165030897855324, 0.9937295413000042, 0.9923120849870924, nan, 0.7356703682370433, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8381890027459648, 0.43059909576395344, 0.9671918579047806, 0.998369031064481, 0.8503918856615952, nan, 0.851498449879435, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622666195653596, 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, 0.990348296189206, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.707100731304553, 0.9857723182180411, nan, nan, 0.9201764057331864, nan, 0.8760013240648792, nan, nan, 0.8064207412563077, 0.8360845641471184, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0987460815047022, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8853530031612223, 0.7387068201948627, nan, nan, nan, 0.9156094633979085, nan, nan, nan, 0.2231412230532336, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.794718008164911, 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, 0.9825519725750829, 0.9682770522478501, 0.9110306258322237, 0.19175221854880808, 0.9731929353526031, 0.9846199197072778, nan, 0.8321642999001251, nan, 0.8806729926333758, 0.8467248339627556, 0.9136873281150836, 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, 0.6853325753268903, 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, 0.9891615552471795, 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, 0.8423140156185779, 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 | [0.9172129530391012, 0.9821494521728426, 0.9682313648143698, 0.9109209291746041, 0.17895339954163483, 0.9708509835171748, 0.9844997563444166, nan, 0.8506306218224482, nan, 0.8806148748159057, 0.8446081281902177, 0.9194248052726184, 0.6330935251798561, 0.917229910135331, 0.8438051122962837, 0.9748195031586947, 0.5588631012445341, nan, 0.7910762833839757, 0.5737963693764798, nan, 0.9132947976878613, nan, 0.0, nan, nan, 0.9044269344535308, 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, 0.7979035120300442, 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, 0.8978584729981378, 0.9294648550546917, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9517900025452896, 0.9877480693536655, 0.9920979575649415, 0.9460120842576154, 0.2043620501635769, 0.9840581558474685, 0.9915852962136192, nan, 0.932340294428891, nan, 0.997757730614799, 0.9487588909856293, 0.9506145306769749, 0.6601031411157994, 0.9470533562280439, 0.9715711699368792, 0.9991693012697823, 0.7660212079299217, nan, 0.8519807096107475, 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 | [0.9221198627730325, 0.9816427249944908, 0.9677625176429644, 0.922621508718402, 0.19515125812835737, 0.9743198629278281, 0.9845204417929398, nan, 0.8511589973621501, nan, 0.8628781623001276, 0.8811161328355276, 0.9250584327715586, 0.7085691977357017, 0.9107827038861521, 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, 0.6821963132188436, 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, 0.7677694337324944, 0.8654598995323055, nan, nan, 0.8086072450893298, 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] | [0.9583911556721224, 0.9881246550114265, 0.9925242910965695, 0.955398237927738, 0.20072700836059615, 0.9911363346511924, 0.995332505863864, nan, 0.8947128715523823, nan, 0.9989744659401019, 0.976339091304979, 0.9316830211121023, 0.7293550331525015, 0.943682162604956, 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, 0.9031973539140022, 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] |
| 0.0719 | 4.0 | 80 | 0.1275 | 0.6694 | 0.7799 | 0.9578 | [0.9134610314696745, 0.9805005224446312, 0.9674469336023466, 0.9272321143206176, 0.1936352682684811, 0.9758118795221269, 0.9829411626981339, nan, 0.7762752591418602, nan, 0.8531813188444524, 0.8562007810999424, 0.9227758357540249, 0.7198100407055631, 0.9047094838116206, 0.8656481542193954, 0.9754753072280017, 0.6143911439114391, nan, 0.8196726471514006, 0.6182634730538922, nan, 0.9099145124484861, nan, 0.0, nan, nan, 0.9272599136683405, nan, nan, nan, nan, nan, 0.6974937945391945, nan, nan, 0.6408289817232375, 0.8422287988570262, 0.0, nan, nan, 0.0, nan, 0.36837455830388693, nan, nan, nan, 0.9071361012990522, nan, nan, 0.9878809247972599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.37797619047619047, nan, 0.7633030637358907, 0.8615868996081518, nan, nan, 0.8135490394337714, nan, 0.8869330592316588, 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, 0.9174293672900915, 0.44729849424269263, nan, nan, nan, 0.9738002482983005, nan, nan, nan, 0.2739821771798008, 0.8330749354005168, 0.0, nan, 0.8943535514764565, 0.9158512720156555, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9585947788364707, 0.9875262449251213, 0.9952029215414105, 0.9637250812937611, 0.19861868411486733, 0.9861412234833993, 0.990660292320108, nan, 0.8135640898557325, nan, 0.9989744659401019, 0.9706053128175351, 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, 0.895088368269626, nan, nan, 0.6582299698290311, 0.8515270326042097, 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, 0.9435008316113099, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.057 | 5.0 | 100 | 0.1223 | 0.6828 | 0.8014 | 0.9605 | [0.919316686316272, 0.981836786902021, 0.9689497069084484, 0.9294765194155438, 0.23046092184368738, 0.9760735423750158, 0.9862114587047498, nan, 0.8376126237014425, nan, 0.8520617868324604, 0.8995436854113542, 0.9333154728561338, 0.7227880721560928, 0.8926255714584516, 0.8837785246771626, 0.9753755181481867, 0.6558861578266494, nan, 0.8289918536883795, 0.5458064516129032, nan, 0.9126838235294118, nan, 0.0, nan, nan, 0.9274671217749222, nan, nan, nan, nan, nan, 0.707317866259125, 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, 0.3343971631205674, nan, 0.7749613730321125, 0.8439836901794411, nan, nan, 0.8356548752379998, nan, 0.8767678066340961, nan, nan, 0.8803390576838397, 0.8221836084564147, nan, nan, 0.8850071297616623, nan, nan, nan, nan, nan, nan, 0.7531624500665779, 0.011428571428571429, nan, 0.9824606699025784, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5639121015165584, nan, nan, 0.0, nan, nan, 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, 0.9833693945950532, nan, nan, nan, 0.34082234559333796, 0.8794125225457357, 0.0, nan, 0.9138204924543288, 0.9362483474514028, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9500724854199174, 0.989955996223826, 0.9931654438495604, 0.9654746042350266, 0.242457288258815, 0.9885218722101773, 0.9920619563832348, nan, 0.9115641702275863, nan, 0.9981227512123898, 0.9729278560023226, 0.9495737932401626, 0.7889625611144598, 0.9412089037319429, 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, 0.9937219382300919, nan, nan, 0.9194046306504962, nan, 0.9029460443561734, nan, nan, 0.9276724087929934, 0.8221836084564147, nan, nan, 0.9184503990275356, nan, nan, nan, nan, nan, nan, 0.94408512413937, 0.011428571428571429, nan, 0.9933923516034715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5711598746081504, nan, nan, 0.0, nan, nan, 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 | [0.9141596643985943, 0.9814688768225341, 0.9679011192828346, 0.924349765373819, 0.2067970728961441, 0.9762269134818976, 0.9853861525802281, nan, 0.7930904617238695, nan, 0.8462842069585464, 0.8530493216685685, 0.9107676008860638, 0.7200271638473885, 0.8999953744391508, 0.9036847281626679, 0.9753945167300052, 0.6227132765803296, nan, 0.8113679966182161, 0.6070656092285508, nan, 0.9208300245140352, nan, 0.0, nan, nan, 0.9204013633126462, nan, nan, nan, nan, nan, 0.7020924233255836, nan, nan, 0.6512574265483845, 0.8478022118356192, 0.0, nan, nan, 0.0, nan, 0.39649122807017545, nan, nan, nan, 0.9120451188398012, nan, nan, 0.9911723413496015, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4039800995024876, nan, 0.7582771876162526, 0.8781898956503771, nan, nan, 0.7915770058407624, nan, 0.8845953002610966, nan, nan, 0.8753745910428065, 0.8166811468288445, nan, nan, 0.8800826659777835, nan, nan, nan, nan, nan, nan, 0.7717671303451829, 0.0, nan, 0.9818009913187978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.622704004817826, nan, nan, 0.0, nan, nan, 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, 0.9151027703306523, 0.9367415566060724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.956906034549539, 0.9893369513069585, 0.9934149646374513, 0.969900085261561, 0.21366775717920755, 0.9898184755345831, 0.9890320966912233, nan, 0.8462620390339303, nan, 0.998209660878483, 0.9766294092030774, 0.9373079591634453, 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, 0.9060830250719276, nan, nan, 0.67063359034529, 0.8562216260833677, 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, 0.8517089305402425, 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, 0.6482758620689655, nan, nan, 0.0, nan, nan, 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 | [0.9089655216316034, 0.9816031335603287, 0.9677470281869162, 0.930325735917928, 0.23104916231804448, 0.9677371801621565, 0.9849904869283349, nan, 0.8156326367762207, nan, 0.8333212435984854, 0.8777474313955, 0.9190563951345374, 0.7456661413504667, 0.8790269659834877, 0.8848017867113345, 0.9755307322351094, 0.6229286438958404, nan, 0.8013482327219725, 0.5059952038369304, nan, 0.9138001638001638, nan, 0.0, nan, nan, 0.9294484357775497, nan, nan, nan, nan, nan, 0.6956709610306474, nan, nan, 0.6630796012027219, 0.8462578095116664, 0.0, nan, nan, 0.0, nan, 0.43287435456110157, nan, nan, nan, 0.8963680206366712, nan, nan, 0.9920626895854399, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.27716390423572745, nan, 0.7707094979132414, 0.8808678568966706, nan, nan, 0.8125062331704398, 0.0, 0.909795451657985, nan, nan, 0.8781220448350671, 0.8591264101822389, nan, nan, 0.8853840226046751, 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, 0.9180880602935343, 0.6247863247863248, nan, nan, nan, 0.9831460674157303, nan, nan, nan, 0.32281744297824, 0.8598347960764068, 0.0, nan, 0.9109728836621634, 0.9192895134924121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9480982260438454, 0.9889861591874004, 0.9926763170070725, 0.9633006189767874, 0.24463831334060343, 0.9767674191217106, 0.9895181956760788, nan, 0.8762809264195679, nan, 0.9984182440771062, 0.9796777471331107, 0.9267766874814154, 0.8239233808854062, 0.9073866948124577, 0.9692469540539218, 0.9986337592312537, 0.8492392807745505, nan, 0.9090595935239407, 0.9745958429561201, nan, 0.9790143316759287, nan, nan, nan, nan, 0.9597283824626134, nan, nan, nan, nan, nan, 0.8933210028771065, nan, nan, 0.7023131076097888, 0.8560152703260421, 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, 0.9156081433791543, 0.8601216333622936, nan, nan, 0.9108398076211617, 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, 0.32503299604047514, 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 | 0.6622 | 0.7851 | 0.9570 | [0.9085505695684986, 0.9805941628799328, 0.9668684319928861, 0.9271099154223735, 0.19218794225870364, 0.9767836919592299, 0.9850584982714825, nan, 0.7731630998906719, nan, 0.8332584334816834, 0.8907280400949618, 0.9178932563835205, 0.7535005289688219, 0.8452615992102666, 0.8889838898388984, 0.9756129469621736, 0.6254379817799579, nan, 0.8096109986829848, 0.5261669024045261, nan, 0.9182253453205195, nan, 0.0, nan, nan, 0.9221167994317317, nan, nan, nan, nan, nan, 0.7017582942159281, nan, nan, 0.635898684851437, 0.8379283887468031, 0.0, nan, nan, 0.0, 0.0, 0.36977777777777776, nan, nan, nan, 0.9017616972911536, nan, nan, 0.9924661279543107, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3232231779085559, nan, 0.7699065014133507, 0.8733254833700234, nan, nan, 0.8205051112447385, 0.0, 0.8840325203252033, nan, nan, 0.8889838216244522, 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, 0.9243799153055051, 0.552212389380531, nan, nan, nan, 0.9841174707821396, nan, nan, nan, 0.37336928161419375, 0.8342827550491974, 0.0, nan, 0.899057344854674, 0.9194301154507492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9566028130982813, 0.9874333881875913, 0.9953731244629519, 0.9641421616573962, 0.19745547073791347, 0.9899885218722102, 0.9937798207568986, nan, 0.8241597792453083, nan, 0.9990961394726321, 0.9803309624038322, 0.937977004658539, 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, 0.9063296341964653, nan, nan, 0.6564699966476701, 0.8451042096574495, nan, nan, nan, 0.0, nan, 0.36977777777777776, nan, nan, nan, 0.9659510571811208, 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, 0.8998344918901026, 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, 0.9211267605633803, 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 | [0.9061123055932223, 0.980497969925197, 0.9665656568899047, 0.9217891570694744, 0.1993963782696177, 0.9776373867748887, 0.9847459292072654, nan, 0.7841408581972065, nan, 0.8318733982944098, 0.8755549751893444, 0.8423218058489936, 0.6910631250398115, 0.8022286269130589, 0.9219207173194903, 0.9754015303469281, 0.6883933676386507, nan, 0.7061645875384667, 0.5472242249459265, nan, 0.9142339509126957, nan, 0.0, nan, nan, 0.9269139620059057, nan, nan, nan, nan, nan, 0.6958401551398007, nan, nan, 0.6680989055533036, 0.8635116773912375, 0.0, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9047027574477843, nan, nan, 0.9904202376265608, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40131219245489336, nan, 0.7548851559821734, 0.8565466352815478, nan, nan, 0.809762074951496, nan, 0.820341645395641, nan, nan, 0.8817315828261048, 0.807413843035042, nan, nan, 0.8848708104181799, nan, nan, nan, nan, nan, nan, 0.7758881966661054, 0.0, nan, 0.9805754857566987, 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, 0.8875521972559157, 0.8116120151418318, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.954678352865664, 0.9879131479981635, 0.995126908586159, 0.9716532991794958, 0.21613958560523447, 0.9933681928325468, 0.993520253337801, nan, 0.8339919360240043, nan, 0.9986789730753854, 0.9732907533749455, 0.9385221528397264, 0.7266090683812203, 0.8199719592306117, 0.9558888290845036, 0.9988072018232772, 0.8326417704011065, nan, 0.7351360661384775, 0.8764434180138568, nan, 0.9778078385492834, nan, nan, nan, nan, 0.9569415551281548, nan, nan, nan, nan, nan, 0.8996300863131936, nan, nan, 0.6906637613141133, 0.8688351217498969, 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, 0.8743109151047409, nan, 0.8297914597815294, nan, nan, 0.9368366104054289, 0.807413843035042, nan, nan, 0.9013794196924053, nan, nan, nan, nan, nan, nan, 0.9614020446484457, 0.0, nan, 0.988681719032812, 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, 0.8320649160828587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0527 | 10.0 | 200 | 0.1349 | 0.6823 | 0.7807 | 0.9552 | [0.9047960004019696, 0.9805055961369263, 0.9672768448090895, 0.9238890488530569, 0.24698633806589873, 0.9780733964204033, 0.9845975279289736, nan, 0.7930625780176273, nan, 0.8394005847953216, 0.8701273388773388, 0.903571601413154, 0.719191411890263, 0.8133526314168694, 0.8856031650238048, 0.9754204552207761, 0.6148491879350348, nan, 0.8072023752514127, 0.5452522255192879, nan, 0.9209098136817726, nan, 0.0, nan, nan, 0.9246558740607499, nan, nan, nan, nan, nan, 0.7016745950115711, nan, nan, 0.6347868374128708, 0.8234977440525021, 0.0, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9025840037860862, nan, nan, 0.9899755945057384, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20013275804845668, nan, 0.7553305131820707, 0.8614611688006183, nan, nan, 0.8351946875943254, nan, 0.8818105071757907, nan, nan, 0.8621452063123566, 0.8039386041123661, nan, nan, 0.8887046632124352, nan, nan, nan, nan, nan, nan, 0.776004032935641, 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, 0.9857714918633381, nan, nan, nan, 0.3104930689594666, 0.8362694300518134, 0.0, nan, 0.8997545409916544, 0.8504700497120637, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9565286677069155, 0.9888262392505429, 0.9937636327582788, 0.959292218313888, 0.26812068338785894, 0.9908174977681418, 0.9928500974557674, nan, 0.8425247478333088, nan, 0.9979836957466409, 0.9720569023080273, 0.9252899197145406, 0.7672627419462863, 0.8321492147009247, 0.9693448157753095, 0.9988711017256017, 0.855232826187183, nan, 0.8709610747502583, 0.848729792147806, nan, 0.9740055571804621, nan, nan, nan, nan, 0.9483193991966611, nan, nan, nan, nan, nan, 0.8972667488697081, nan, nan, 0.6563861884009387, 0.8285957490713991, nan, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9674729110019885, nan, nan, 0.9994196760366928, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4987593052109181, nan, 0.8340174569473933, 0.9965013897257479, nan, nan, 0.9152149944873208, nan, 0.8989738497186363, nan, nan, 0.9046749028478627, 0.8039386041123661, nan, nan, 0.9065059986258655, nan, nan, nan, nan, nan, nan, 0.9634884206133946, 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, 0.31139463264408274, 0.847021779060614, nan, nan, 0.9219315895372233, 0.8708734438788368, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0863 | 11.0 | 220 | 0.1323 | 0.6724 | 0.7847 | 0.9565 | [0.9088824176044232, 0.9804307686012552, 0.967312218184509, 0.9204319687726663, 0.2629041976300462, 0.9767924528301887, 0.9848134389383426, nan, 0.8024980483996877, nan, 0.8439584986626694, 0.8873749341758821, 0.900152457469206, 0.7514405289015588, 0.8245191560761893, 0.8947799758690554, 0.9754903126114347, 0.5881350681536555, nan, 0.7986218444100979, 0.5450236966824644, nan, 0.9231035917348496, nan, 0.0, nan, nan, 0.9238051494041696, nan, nan, nan, nan, nan, 0.6994675701839304, nan, nan, 0.6091535034426894, 0.9024483942017109, 0.0, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.8985258956642883, nan, nan, 0.9914310543440916, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22577903682719547, nan, 0.7613943393719271, 0.8650118203309692, nan, nan, 0.789537345025703, 0.0, 0.8777562862669246, nan, nan, 0.8596758132330161, 0.8492476851851852, nan, nan, 0.8881897134536377, nan, nan, nan, nan, nan, nan, 0.7911897329171003, 0.0, nan, 0.9807985457975966, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4711626487641135, nan, nan, 0.0, nan, nan, 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, 0.3377431224811635, 0.8644461657629744, 0.0, nan, 0.8785, 0.9046939578823067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9543220123280546, 0.9888468740811052, 0.9936529182364995, 0.9695568244313127, 0.28549618320610687, 0.990371126131871, 0.9946387529437305, nan, 0.853763412053099, nan, 0.998209660878483, 0.9784438960661925, 0.9217216770740411, 0.8297501841805639, 0.8360402652845823, 0.9616137397856829, 0.9988832731355682, 0.8752881512217612, nan, 0.8543575611436445, 0.7967667436489607, nan, 0.9734571512138052, nan, nan, nan, nan, 0.9473381219662179, nan, nan, nan, nan, nan, 0.8909371146732429, nan, nan, 0.6302380154207174, 0.9089197276104003, nan, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.9684468974473439, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6592224979321754, nan, 0.8110403397027601, 0.9956656106046765, nan, nan, 0.8636163175303198, nan, 0.9012909632571996, nan, nan, 0.9013108288382344, 0.8499855198378222, nan, nan, 0.9026478515934676, nan, nan, nan, nan, nan, nan, 0.9518047152096808, 0.0, nan, 0.989134218220634, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48401253918495296, nan, nan, 0.0, nan, nan, 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, 0.33919929608446986, 0.8785095775387037, 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 | 0.7838 | 0.9533 | [0.9014487638412604, 0.9811548844142339, 0.9664116103888176, 0.9242579105753308, 0.27357573400738866, 0.9735057890893919, 0.986527368045247, nan, 0.7677191127225118, nan, 0.8387303997430432, 0.8958402222075259, 0.896274757489811, 0.7500606648871633, 0.8163183155287196, 0.8821202355817312, 0.9755058984340178, 0.5617220676526578, nan, 0.7968589743589743, 0.5044937088076693, nan, 0.9185180074513591, nan, 0.0, nan, nan, 0.9235194026818366, nan, nan, nan, nan, nan, 0.6883841468447203, nan, nan, 0.6025152129817444, 0.7993997383474848, 0.0, nan, nan, 0.0, nan, 0.3422222222222222, nan, nan, nan, 0.8691710783958227, nan, nan, 0.9920797086789399, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.12412060301507538, nan, 0.7370820002629618, 0.8368570681654793, nan, nan, 0.8097722484197853, 0.0, 0.870570206244812, nan, nan, 0.8052452239973187, 0.8302924992759919, nan, nan, 0.8891244763924083, nan, nan, nan, nan, nan, nan, 0.7928973877411645, 0.0, nan, 0.9797860580798194, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5691126279863481, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9314679643146796, 0.6264020707506471, nan, nan, nan, 0.9830046428419305, nan, nan, nan, 0.38321837073255915, 0.8565901470208924, 0.0, nan, 0.8938139308329274, 0.8906057772747404, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9553323816163696, 0.9881194963037859, 0.9940660321237359, 0.9579081020628869, 0.3068702290076336, 0.9919015431705139, 0.9911133554516237, nan, 0.8168861264785072, nan, 0.9985572995428551, 0.9831615619102918, 0.9318316978887897, 0.8280758154175876, 0.8306053970604452, 0.9710573958995938, 0.9989289159229428, 0.88427846934071, nan, 0.856424388563555, 0.9722863741339491, nan, 0.9734571512138052, nan, nan, nan, nan, 0.9515641559053264, nan, nan, nan, nan, nan, 0.8570283600493218, nan, nan, 0.6223600402279584, 0.8038330581923235, 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, 0.40860215053763443, nan, 0.7934890304317056, 0.9955295535384555, nan, nan, 0.8898566703417861, nan, 0.9026150281363787, nan, nan, 0.8361173945826809, 0.8302924992759919, nan, nan, 0.9086729031235136, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9872662087529587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6272727272727273, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9681770284510011, 0.6430469441984057, nan, nan, nan, 0.9891136636379222, nan, nan, nan, 0.3861856577210735, 0.8714248228811335, nan, nan, 0.9230382293762576, 0.9121516052618316, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0536 | 13.0 | 260 | 0.1349 | 0.6692 | 0.7833 | 0.9545 | [0.9025402305227535, 0.9807080869364873, 0.9661258677087996, 0.9237178267701002, 0.24345104443083623, 0.975291881618246, 0.9849066149500401, nan, 0.7802608009419899, nan, 0.8324995287191311, 0.8817730816313382, 0.9048043776968879, 0.737515299877601, 0.8021170379957474, 0.9125981720479492, 0.975741496436772, 0.6037705956907478, nan, 0.8075210452757825, 0.516504854368932, nan, 0.9209845006731333, nan, 0.0, nan, nan, 0.9273441957775946, nan, nan, nan, nan, nan, 0.7077362960542439, nan, nan, 0.6306900434293068, 0.765018484288355, 0.0, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.867847312762567, nan, nan, 0.9921501188609579, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1874338157430286, nan, 0.7295767287928933, 0.88021453084312, nan, nan, 0.8098383982112003, 0.0, 0.9040036103410483, nan, nan, 0.818411974182061, 0.8166811468288445, nan, nan, 0.8913346767942955, nan, nan, nan, nan, nan, nan, 0.7700753851196329, 0.0, nan, 0.9794019244833205, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5687679083094556, nan, nan, 0.0, nan, nan, 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, 0.9199193786255039, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9541549085355732, 0.9881349724267077, 0.9951450855971974, 0.9677777736766926, 0.26012359142130137, 0.9925604727288186, 0.992250732688033, nan, 0.8343803999839257, nan, 0.9978967860805479, 0.9933226883437364, 0.9300723560313212, 0.8071127185051236, 0.8200979851604467, 0.9722562019865929, 0.998226016997374, 0.8785154449054864, nan, 0.855838787461247, 0.9214780600461894, nan, 0.9754314126937701, nan, nan, nan, nan, 0.9568761366461253, nan, nan, nan, nan, nan, 0.8901972872996301, nan, nan, 0.6572242708682534, 0.7686494015683037, 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, 0.4392059553349876, nan, 0.7904694503420618, 0.992069816711695, nan, nan, 0.8785005512679162, nan, 0.9283018867924528, nan, nan, 0.8531117684589061, 0.8166811468288445, 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, 0.9431480268131647, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0344 | 14.0 | 280 | 0.1332 | 0.6693 | 0.7818 | 0.9566 | [0.9119679331335832, 0.9796317977085772, 0.9657175939290136, 0.9182651537981736, 0.22860686233980984, 0.9752514502733609, 0.9849055896195459, nan, 0.8376596825554165, nan, 0.844739590227831, 0.8763402889245586, 0.8756345771435255, 0.7382935406255784, 0.8336294945686604, 0.9271181221724816, 0.9755908343761425, 0.6142244800762026, nan, 0.7724486116119726, 0.5483870967741935, nan, 0.9220350755339468, nan, 0.0, nan, nan, 0.928019231985829, nan, nan, nan, nan, nan, 0.697800710270253, nan, nan, 0.6372713475517214, 0.7727529532614278, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8851174934725848, nan, nan, 0.9921097353726632, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1684597961494904, nan, 0.7313342550985137, 0.8882614891343071, nan, nan, 0.8023072889355007, 0.0, 0.8897704363660012, nan, nan, 0.8575409653327388, 0.8302924992759919, nan, nan, 0.892059553349876, nan, nan, nan, nan, nan, nan, 0.7772089182493807, 0.0, nan, 0.9787256098965652, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.505091649694501, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9271065989847715, 0.5777972027972028, nan, nan, nan, 0.9854683371686696, nan, nan, nan, 0.38774441340782123, 0.8464119772844605, 0.0, nan, 0.8919996014745442, 0.921998031496063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9572701216205748, 0.9884857645462659, 0.9950740300085927, 0.9672167452229534, 0.24122137404580152, 0.9934107044169537, 0.9915664185831394, nan, 0.9055898624301769, nan, 0.998296570544576, 0.990637247786326, 0.9274705124392904, 0.801486839461523, 0.84988736432521, 0.957625874639135, 0.9987220019535114, 0.8918856615952052, nan, 0.8116431277988287, 0.9226327944572749, nan, 0.9706785609827435, nan, nan, nan, nan, 0.959636796587772, nan, nan, nan, nan, nan, 0.900472667488697, nan, nan, 0.6686221924237344, 0.7761813867106893, 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, 0.7985845718329795, 0.9692511030340726, nan, nan, 0.8434399117971334, nan, 0.9057927838464085, nan, nan, 0.8924076329679252, 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, 0.5442006269592476, nan, nan, 0.0, nan, nan, 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, 0.390849098108227, 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 | [0.9105418968765336, 0.9810211433366764, 0.9668330640428936, 0.9184523265701977, 0.2587356089678853, 0.9735771085091729, 0.9852686551798366, nan, 0.8475885455915599, nan, 0.8363758213260682, 0.8913430474055515, 0.8735254660683721, 0.7328914257656662, 0.8304520246615237, 0.9305163874209067, 0.9750708232121964, 0.6063649003553221, nan, 0.7716915845139387, 0.5160026126714565, nan, 0.9242271446952046, nan, 0.0, nan, nan, 0.9283440295113446, nan, nan, nan, nan, nan, 0.68834840745427, nan, nan, 0.6422488566472165, 0.7634872902048474, 0.0, nan, nan, 0.0, 0.0, 0.30133333333333334, nan, nan, nan, 0.8895073909967606, nan, nan, 0.9913878499949459, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1605875152998776, nan, 0.7427888792354475, 0.8759884281581485, nan, nan, 0.8202547247329499, 0.0, 0.8681785504215411, nan, nan, 0.8611341861881818, 0.8291340863017665, nan, nan, 0.8880600880600881, nan, nan, nan, nan, nan, nan, 0.7685489166119501, 0.08, nan, 0.9801170869863053, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5390716803760282, nan, nan, 0.0, nan, nan, 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, 0.8966749379652605, 0.928596016719941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.95475249825703, 0.9890222701408843, 0.9937454557472404, 0.9647290269478207, 0.27938931297709924, 0.9915189389108532, 0.9936523967511598, nan, 0.9039824253546408, nan, 0.9978620222141107, 0.9812019160981275, 0.9358211913965705, 0.7997454959480276, 0.8445155090659904, 0.960635122571806, 0.9991480013023408, 0.904794836330106, nan, 0.8143300034447124, 0.9122401847575058, nan, 0.9717022521205031, nan, nan, nan, nan, 0.9614423466917874, nan, nan, nan, nan, nan, 0.9055898068228524, nan, nan, 0.6826181696278913, 0.7662247214197276, nan, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.9695020494298121, nan, nan, 0.9985440995306503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5425971877584781, nan, 0.8067468742627978, 0.9710975917899279, nan, nan, 0.8804851157662624, nan, 0.8794438927507447, nan, nan, 0.9018908415985152, 0.8291340863017665, nan, nan, 0.906083187992178, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.08, nan, 0.9877419130273356, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5752351097178683, nan, nan, 0.0, nan, nan, 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 | [0.9072916666666667, 0.9810067595247849, 0.9664084596395595, 0.9202848150177746, 0.26152398871119475, 0.9684363034254372, 0.9833104848708867, nan, 0.8224074350924403, nan, 0.83490545470401, 0.8776441844017231, 0.8863895946481434, 0.733486323885133, 0.8203530633437176, 0.9231289502530494, 0.9755311150667589, 0.6413134528396717, nan, 0.7748725756271927, 0.53125, nan, 0.9251055220288136, nan, 0.0, nan, nan, 0.9266661600425564, nan, nan, nan, nan, nan, 0.6877930980758744, nan, nan, 0.6408445114691642, 0.735396160468762, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8998677248677248, nan, nan, 0.9907431789179445, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1621548456957228, nan, 0.7432455987449886, 0.8788246252262701, nan, nan, 0.8103216464991209, 0.0, 0.8379262944295346, nan, nan, 0.869507507673589, 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, 0.5385949696444059, nan, nan, 0.0, nan, nan, 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, 0.6218776916451335, nan, nan, nan, 0.9868831446272164, nan, nan, nan, 0.3633977779721809, 0.842091638622832, 0.0, nan, 0.8851412034727073, 0.9243945658594211, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9561789670551, 0.9882587814100812, 0.9943023332672352, 0.9669731407627772, 0.28295165394402033, 0.9945585171959359, 0.991830705409857, nan, 0.8842645305613974, nan, 0.9984877718099807, 0.9907098272608507, 0.942288631182476, 0.7920433996383364, 0.8338190582712393, 0.9683661985614327, 0.9988924016930432, 0.8824343015214384, nan, 0.8064760592490527, 0.9226327944572749, nan, 0.9695817490494296, nan, nan, nan, nan, 0.9572555638418966, nan, nan, nan, nan, nan, 0.9072338676531032, nan, nan, 0.6766677841099564, 0.7381087494841106, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9662960107138509, nan, nan, 0.9959580945011759, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49545078577336643, nan, 0.8047180938900684, 0.9719528076347451, nan, nan, 0.8638368246968027, nan, 0.84746772591857, nan, nan, 0.9118960617133577, 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, 0.584012539184953, nan, nan, 0.0, nan, nan, 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, 0.6395039858281665, nan, nan, nan, 0.9899708554774559, nan, nan, nan, 0.3655081390233172, 0.8535817370768827, nan, nan, 0.892354124748491, 0.9465248727382692, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0213 | 17.0 | 340 | 0.1368 | 0.6714 | 0.7875 | 0.9551 | [0.9067499508557408, 0.9821580506606801, 0.9656742349013637, 0.9244670447877958, 0.2546065904505716, 0.9755603367242496, 0.9836430253860245, nan, 0.817041640770665, nan, 0.8331640058055152, 0.8925996957873157, 0.8859683748577797, 0.7204220515702067, 0.8139929633973212, 0.8885240810169266, 0.9756620395008726, 0.6541392448908901, nan, 0.7765998457979953, 0.49516908212560384, nan, 0.9250537559825206, nan, 0.0, nan, nan, 0.9249814341636563, nan, nan, nan, nan, nan, 0.6921909339573419, nan, nan, 0.6555931669684326, 0.7460048301731669, 0.0, nan, nan, 0.0, nan, 0.39824561403508774, nan, nan, nan, 0.8915121587626945, nan, nan, 0.990649203768593, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15126050420168066, nan, 0.7192319388331379, 0.8858780432229681, nan, nan, 0.8124357656731758, 0.0, 0.8831405173534382, nan, nan, 0.8529583414390128, 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, 0.37011393514461, 0.8410561739580636, 0.0, nan, 0.884680385724227, 0.9133916290037335, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9545654748071667, 0.9885167167921093, 0.99470222751008, 0.9595579686340803, 0.2752453653217012, 0.9927092632742422, 0.9933220382177629, nan, 0.8804870534338874, nan, 0.9978098764144548, 0.9796051676585862, 0.9454851818812569, 0.7728216462393678, 0.8309834748499504, 0.979889416254832, 0.9985455165089961, 0.8706777316735823, nan, 0.8327247674819153, 0.9468822170900693, nan, 0.9751754899093302, nan, nan, nan, nan, 0.9614815977810051, nan, nan, nan, nan, nan, 0.8996917385943279, nan, nan, 0.6979550787797519, 0.7489682212133718, 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, 0.7811276244397264, 0.9823708915625182, nan, nan, 0.8715545755237045, nan, 0.8995696789142668, nan, nan, 0.8900875819268024, 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, 0.3715794104707435, 0.8525321437942797, nan, nan, 0.895271629778672, 0.9370999445592461, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0662 | 18.0 | 360 | 0.1409 | 0.6605 | 0.7686 | 0.9542 | [0.9030712244946921, 0.981512175158584, 0.9657512251202641, 0.9221994890332976, 0.2452637317704784, 0.9744408279085295, 0.9850679093666637, nan, 0.7840496501124414, nan, 0.8297749400514257, 0.8769567738194937, 0.9069277691711851, 0.7495120761161259, 0.8235093326713318, 0.8788998899889989, 0.9748452690166975, 0.6528478057889823, nan, 0.8030485228639215, 0.5259562841530054, nan, 0.9271252229254817, nan, 0.0, nan, nan, 0.9239590997894096, nan, nan, nan, nan, nan, 0.6953602817477164, nan, nan, 0.640427755889684, 0.725208097831672, 0.0, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.8954206642759243, nan, nan, 0.9914690601815351, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.14660093409444733, nan, 0.7355447751409466, 0.8872497733138034, nan, nan, 0.7939083106552229, 0.0, 0.8265706806282722, nan, nan, 0.856755034765506, 0.8010425716768028, nan, nan, 0.8836274407434478, nan, nan, nan, nan, nan, nan, 0.8039965247610773, 0.0, nan, 0.9787600426181358, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42356687898089174, nan, nan, 0.0, nan, nan, 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, 0.3659689990366932, 0.8380681818181818, 0.0, nan, 0.8173038229376257, 0.9310175162369613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9580801876874384, 0.9897806001640469, 0.9938958292021944, 0.9632563272567554, 0.26165030897855324, 0.9927092632742422, 0.991613612659339, nan, 0.835974441750499, nan, 0.9984530079435435, 0.9880243867034403, 0.9284121320249777, 0.8230527091286585, 0.8361190314907292, 0.9772960806380584, 0.9992758011069898, 0.805901337021669, nan, 0.8511539786427833, 0.8891454965357968, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9529117766351349, nan, nan, nan, nan, nan, 0.908898479243732, nan, nan, 0.6675326852162253, 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, 0.7940552016985138, 0.9889793776361057, nan, nan, 0.8362734288864389, nan, 0.8361469712015889, nan, nan, 0.896931732498115, 0.8010425716768028, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9653661589818485, 0.0, nan, 0.9859087111894927, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4586206896551724, nan, nan, 0.0, nan, nan, 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, 0.3677078750549934, 0.8514825505116768, nan, nan, 0.8173038229376257, 0.953681770072073, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0517 | 19.0 | 380 | 0.1411 | 0.6674 | 0.7807 | 0.9539 | [0.9010726546114758, 0.981572104260939, 0.965844572896596, 0.9227951076404144, 0.2412848435038696, 0.9721603795176963, 0.9846847605415064, nan, 0.809910055608773, nan, 0.8331374341561099, 0.8857404021937842, 0.9156647074604297, 0.7336315070195055, 0.7603759538432905, 0.8800961347650652, 0.9747961518939248, 0.6425137362637363, nan, 0.806066411238825, 0.49967170059093896, nan, 0.9213580161635698, nan, 0.0, nan, nan, 0.9261340674883815, nan, nan, nan, nan, nan, 0.6896540825840299, nan, nan, 0.6372432389563011, 0.7299866406330284, 0.0, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.8921508207742731, nan, nan, 0.9903702356412433, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1650586701434159, nan, 0.7433352117560362, 0.8892995424146427, nan, nan, 0.8126226629480425, 0.0, 0.8752849234776946, nan, nan, 0.8465815886785109, 0.8355053576600058, nan, nan, 0.8887453493179, nan, nan, nan, nan, nan, nan, 0.7864241199258885, 0.0, nan, 0.9783160987412507, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5178880553952683, nan, nan, 0.0, nan, nan, 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, 0.9867354772669112, nan, nan, nan, 0.3627365101611773, 0.8623262995367987, 0.0, nan, 0.8676073251275893, 0.9212819376753802, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9556577360202738, 0.9892131423235851, 0.9939982814462291, 0.9613001096220071, 0.25612504543802256, 0.9931343791183097, 0.9934353040006418, nan, 0.8720747994052482, nan, 0.9979663138134224, 0.9846131514007839, 0.930344930121915, 0.7909718036300315, 0.7723184045117283, 0.9765376522973039, 0.9992788439594814, 0.8626094974642693, nan, 0.8696520840509817, 0.8787528868360277, nan, 0.9753217315004388, nan, nan, nan, nan, 0.959492875927307, nan, nan, nan, nan, nan, 0.8968762844225237, nan, nan, 0.6733992624874288, 0.7329240610813041, nan, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.9693600097398645, nan, nan, 0.9978619643457102, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5235732009925558, nan, 0.8090587402689313, 0.9821376508775681, nan, nan, 0.8673649393605292, nan, 0.8897715988083416, nan, nan, 0.8830404268893915, 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, 0.5626959247648903, nan, nan, 0.0, nan, nan, 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, 0.9915566603805932, nan, nan, nan, 0.3643642762868456, 0.879296772500656, nan, nan, 0.8722334004024145, 0.9431984274986139, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0943 | 20.0 | 400 | 0.1485 | 0.6727 | 0.7694 | 0.9524 | [0.8977663663966882, 0.9797150076209377, 0.9645703198788488, 0.923065218160586, 0.22169614259852388, 0.972634431012922, 0.9835813622221389, nan, 0.7575181056022728, nan, 0.8685743685970673, 0.866798950265634, 0.91869581145439, 0.7360478892560953, 0.7419692355742953, 0.8850011143302875, 0.9755217635503992, 0.6366586949094636, nan, 0.8092433167195288, 0.49522673031026254, nan, 0.9276467706948429, nan, 0.0, nan, nan, 0.9202238882088943, nan, nan, nan, nan, nan, 0.6804310464954247, nan, nan, 0.5960989533777354, 0.7278053292905414, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8923140387391948, nan, nan, 0.9881201321332242, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16511897852582705, nan, 0.7268125973351791, 0.8901335631193451, nan, nan, 0.8036842105263158, nan, 0.8655977056446357, nan, nan, 0.8406075273303847, 0.8271068635968722, nan, nan, 0.888802286308132, nan, nan, nan, nan, nan, nan, 0.8119762569832403, 0.0, nan, 0.9759888309410625, 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, 0.2807648451890185, 0.8505806451612903, 0.0, nan, 0.8695174343091218, 0.906847290640394, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9642729878379426, 0.9881401311343482, 0.9956738713728601, 0.9627875732197497, 0.23147946201381317, 0.9919440547549208, 0.990660292320108, nan, 0.8000348278033033, nan, 0.9976882028819245, 0.9828712440121934, 0.9321042719793835, 0.7905699551269172, 0.7484679972904426, 0.9715222390761854, 0.9988650160206184, 0.859151682803135, nan, 0.8613158801240096, 0.9584295612009238, nan, 0.9693623866627669, nan, nan, nan, nan, 0.944315788096453, nan, nan, nan, nan, nan, 0.9031442663378545, nan, nan, 0.6300703989272545, 0.7306025588113908, nan, nan, nan, 0.0, nan, 0.2577777777777778, 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, 0.8417861080485116, nan, 0.879179079774909, nan, nan, 0.8763702801461632, 0.8271068635968722, nan, nan, 0.9040219861529517, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9814243282127443, 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, 0.2816542014958205, 0.8648648648648649, nan, nan, 0.8755533199195171, 0.9278262184365708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0412 | 21.0 | 420 | 0.1430 | 0.6653 | 0.7779 | 0.9551 | [0.9073281447895429, 0.981046390776115, 0.9654003323005075, 0.9217240359426495, 0.27154011847065157, 0.9743193908417649, 0.9844806500133545, nan, 0.8142198423322922, nan, 0.8577771133866507, 0.8788506342221072, 0.9283099004100761, 0.7664277540203578, 0.8119602360981671, 0.8965610921192638, 0.9755309696380758, 0.6117665816326531, nan, 0.8051859322640466, 0.4977079240340537, nan, 0.9250788370239457, nan, 0.0, nan, nan, 0.9255701214482417, nan, nan, nan, nan, nan, 0.6753415050615929, nan, nan, 0.5778802576131032, 0.7801808281105518, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8864463423691051, nan, nan, 0.9912955567911843, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16860143725815369, nan, 0.7323076923076923, 0.8773085436033643, nan, nan, 0.8156436050092384, 0.0, 0.8629682622268471, nan, nan, 0.8289517656232595, 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, 0.5090647482014389, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9350675952478492, 0.5722996515679443, nan, nan, nan, 0.985744074215924, nan, nan, nan, 0.3174770039421813, 0.8465717981888745, 0.0, nan, 0.8648973460190286, 0.8990157480314961, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9568971813684805, 0.988496081961547, 0.9947088373322758, 0.9662127995688939, 0.29327517266448566, 0.9927305190664456, 0.9915428215450397, nan, 0.879911055148487, nan, 0.9973927100172081, 0.9856292640441283, 0.9423877490336009, 0.8522537003549662, 0.8234849320247641, 0.968879972598718, 0.9988863159880599, 0.8845089903181189, nan, 0.8525318635893903, 0.8775981524249422, nan, 0.975979818660427, nan, nan, nan, nan, 0.9542463136685376, nan, nan, nan, nan, nan, 0.9103370324702014, nan, nan, 0.6091183372443848, 0.7834812216260834, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9687918509800738, nan, nan, 0.9982997525987314, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7748053786270347, 0.9630119147116563, nan, nan, 0.8760749724366041, nan, 0.8784508440913604, nan, nan, 0.8632329911258048, 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, 0.5545454545454546, nan, nan, 0.0, nan, nan, 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, 0.3188737351517818, 0.858567305169247, nan, nan, 0.8688128772635815, 0.9207197217882164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0199 | 22.0 | 440 | 0.1447 | 0.6543 | 0.7735 | 0.9546 | [0.9039550377724814, 0.9805792442592574, 0.9651985210092653, 0.9280094246838981, 0.25948293411142026, 0.9682457592056268, 0.9838782264642734, nan, 0.7846596188132486, nan, 0.8698082341179678, 0.8607947355099975, 0.9184953743256767, 0.7601198483551425, 0.834240099201736, 0.888963510185807, 0.9756241826180002, 0.6379928315412187, nan, 0.796530223241689, 0.5219478737997256, nan, 0.9255110613273593, nan, 0.0, nan, nan, 0.9156916417340378, nan, nan, nan, nan, nan, 0.6811012065689258, nan, nan, 0.5786924939467313, 0.7218325239600195, 0.0, nan, nan, 0.0, 0.0, 0.2568888888888889, nan, nan, nan, 0.885194467650608, nan, nan, 0.9851881788330387, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2647887323943662, nan, 0.7357186867353226, 0.8891144469968125, nan, nan, 0.8115897118066315, 0.0, 0.8649951155975253, nan, nan, 0.8358096828046745, 0.8488271068635969, nan, nan, 0.8884051210283522, nan, nan, nan, nan, nan, nan, 0.8024499654934437, 0.0, nan, 0.9759326668474216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4338654503990878, nan, nan, 0.0, nan, nan, 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, 0.609375, nan, nan, nan, 0.9859737380627558, nan, nan, nan, 0.39161938018332604, 0.8355348355348355, 0.0, nan, 0.8889551645292773, 0.8914553065747353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9599061562807787, 0.9882226704565972, 0.9951500429638442, 0.9681911630636583, 0.27800799709196655, 0.9948773540789865, 0.9904856742381696, nan, 0.8371398336302627, nan, 0.9981227512123898, 0.9873711714327188, 0.9324016255327584, 0.8325631237023642, 0.8478551962066195, 0.9715222390761854, 0.9987828590033441, 0.8616874135546335, nan, 0.8492938339648639, 0.8787528868360277, nan, 0.9666569172272594, nan, nan, nan, nan, 0.9410186966021641, nan, nan, nan, nan, nan, 0.9060213727907933, nan, nan, 0.6409654710023466, 0.7246440363186133, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9675134937705451, nan, nan, 0.9927510410197412, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38875103391232424, nan, 0.7887237556027364, 0.9704756166300609, nan, nan, 0.8662624035281147, nan, 0.8793114862628268, nan, nan, 0.8711501653036366, 0.8488271068635969, nan, nan, 0.9058717826753343, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.981430129484383, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47711598746081507, nan, nan, 0.0, nan, nan, 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, 0.6217891939769707, nan, nan, nan, 0.9912137836447797, nan, nan, nan, 0.3947206335239771, 0.8464969824193125, nan, nan, 0.8995975855130784, 0.9123028073181795, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0611 | 23.0 | 460 | 0.1400 | 0.6670 | 0.7796 | 0.9550 | [0.9056291095707336, 0.9815046187247813, 0.965093017962421, 0.9240066025772721, 0.23283705541770058, 0.9696410043577506, 0.9840532959326789, nan, 0.793840900310323, nan, 0.8489584103375372, 0.8835370237239396, 0.9146673739541389, 0.7555487431023912, 0.8607633728146117, 0.8943652440674907, 0.9751605372428582, 0.6375567895002524, nan, 0.8056213689915939, 0.5057692307692307, nan, 0.9277478862413528, nan, 0.0, nan, nan, 0.9160464763061968, nan, nan, nan, nan, nan, 0.6888519398258116, nan, nan, 0.583969465648855, 0.7256957829003161, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.88433311766337, nan, nan, 0.9908382912958716, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20684977958630044, nan, 0.7390609035582604, 0.8940956282223321, nan, nan, 0.8051599587203302, 0.0, 0.8744222381355381, nan, nan, 0.8321348940914158, 0.8540399652476107, nan, nan, 0.884737923946557, nan, nan, nan, nan, nan, nan, 0.7769796191112596, 0.0, nan, 0.9768347340551329, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4137830764757197, nan, nan, 0.0, nan, nan, 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, 0.37178590169669407, 0.8576962809917356, 0.0, nan, 0.9031655524970508, 0.9115636220549899, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9561335945021746, 0.9888210805429024, 0.9949120893647961, 0.9628281739631124, 0.2455834242093784, 0.9932194022871232, 0.9933833905168223, nan, 0.8532409950035498, nan, 0.9980879873459526, 0.9812019160981275, 0.93998414114382, 0.8253298506463064, 0.8849540793018164, 0.9700298478250232, 0.9990262872026753, 0.8734439834024896, nan, 0.855046503616948, 0.9110854503464203, nan, 0.970824802573852, nan, nan, nan, nan, 0.9469325273776348, nan, nan, nan, nan, nan, 0.8939786272092067, nan, nan, 0.6539557492457257, 0.728410028889806, nan, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.9706992411022279, nan, nan, 0.9986866352409363, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7849492804906818, 0.9842368170421194, nan, nan, 0.8601984564498346, nan, 0.88924197285667, nan, nan, 0.8658720491850821, 0.8540399652476107, nan, nan, 0.9099413350245759, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9824279482062468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4460815047021944, nan, nan, 0.0, nan, nan, 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, 0.3740431148262209, 0.8714248228811335, nan, nan, 0.9242454728370222, 0.9340759034322866, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0257 | 24.0 | 480 | 0.1440 | 0.6567 | 0.7687 | 0.9532 | [0.9010923741485296, 0.9813417169307022, 0.9646562453447638, 0.9210322973969263, 0.2263273125342091, 0.9711594443982368, 0.9840924712780731, nan, 0.7782854409747133, nan, 0.8424493864805829, 0.8863904549626328, 0.9176318863149698, 0.7361859416113269, 0.8341129119982595, 0.8756038913767621, 0.9752557597937287, 0.6308631211857019, nan, 0.8017986189176168, 0.5057962172056132, nan, 0.9275606587309948, nan, 0.0, nan, nan, 0.9194653916095477, nan, nan, nan, nan, nan, 0.6825275859331587, nan, nan, 0.5707147183525136, 0.723511422917791, 0.0, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.8955265925480769, nan, nan, 0.9840276866883936, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.18865107018417124, nan, 0.7304286841413168, 0.8978562197950043, nan, nan, 0.8156237301909792, 0.0, 0.8316967792615868, nan, nan, 0.8401759122665405, 0.7955401100492325, nan, nan, 0.8827295440349782, nan, nan, nan, nan, nan, nan, 0.8046984572230014, 0.0, nan, 0.9767390890582013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24353906962602614, nan, nan, 0.0, nan, nan, 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, 0.3173169662428759, 0.8274072151570205, 0.0, nan, 0.8962771252239697, 0.897276801103068, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9603355355621217, 0.98870758897481, 0.9951616101526869, 0.9590965965504132, 0.24049436568520538, 0.992751774858649, 0.9932418082882236, nan, 0.8282855344058511, nan, 0.9988701743407902, 0.9813470750471767, 0.9344583209436019, 0.7870202933494073, 0.845570976228359, 0.9710818613299408, 0.9990110729402171, 0.8340248962655602, nan, 0.8599379951774027, 0.9572748267898383, nan, 0.9657794676806084, nan, nan, nan, nan, 0.9460035849328152, nan, nan, nan, nan, nan, 0.8834566378956021, nan, nan, 0.631746563861884, 0.7262174989682212, nan, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.967594659307658, nan, nan, 0.9929241200965171, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6269644334160464, nan, 0.7862231658410003, 0.9858111916655329, nan, nan, 0.885226019845645, nan, 0.8411122144985105, nan, nan, 0.875384258453686, 0.7955401100492325, nan, nan, 0.896305692088156, nan, nan, nan, nan, nan, nan, 0.9576465679115377, 0.0, nan, 0.9824337494778855, 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, 0.3184337879454465, 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 | 0.6622 | 0.7792 | 0.9527 | [0.8987532517302642, 0.9821762592693188, 0.9652978739436654, 0.9247008398164701, 0.2464658881376767, 0.9660166095112176, 0.9841700503340007, nan, 0.798278495071498, nan, 0.8386729525783428, 0.8877510831035841, 0.9246757687516791, 0.7648765432098765, 0.7661324041811847, 0.8786893886156009, 0.975471042161282, 0.6302578018995929, nan, 0.7958702621157835, 0.46604215456674475, nan, 0.9266499407624225, nan, 0.0, nan, nan, 0.9198568512311298, nan, nan, nan, nan, nan, 0.6853465068802693, nan, nan, 0.6117514124293786, 0.716386068628711, 0.0, nan, nan, 0.0, nan, 0.3543516873889876, nan, nan, nan, 0.8873532085412685, nan, nan, 0.9860963755595299, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2118533922537042, nan, 0.7313612099644128, 0.8829593587005986, nan, nan, 0.8264090499549505, 0.0, 0.8389147388426502, nan, nan, 0.8368210151380232, 0.854950781702374, nan, nan, 0.8848238482384824, nan, nan, nan, nan, nan, nan, 0.7803371724253046, 0.0, nan, 0.9776948671668214, 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, 0.9334292171769057, 0.6505922165820643, nan, nan, nan, 0.9866084798699354, nan, nan, nan, 0.36605030233984753, 0.8176378772112383, 0.0, nan, 0.8780779583291796, 0.9021333071175777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9550756393656695, 0.9886921128518883, 0.9949302663758345, 0.9603330737346409, 0.2623773173391494, 0.993942099222038, 0.9929067303472068, nan, 0.8472532918971776, nan, 0.9987658827414785, 0.9815648134707504, 0.9381256814352265, 0.8298841336816021, 0.7793601033412625, 0.9789107990409551, 0.9989258730704511, 0.8566159520516367, nan, 0.8723045125732002, 0.9191685912240185, nan, 0.9722506580871599, nan, nan, nan, nan, 0.9550836702385158, nan, nan, nan, nan, nan, 0.9037813399095767, nan, nan, 0.6806067717063359, 0.7189176640528271, nan, nan, nan, 0.0, nan, 0.3546666666666667, nan, nan, nan, 0.9705572014122803, nan, nan, 0.9935858930371305, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.674110835401158, nan, 0.7757018164661477, 0.9805244028066629, nan, nan, 0.9101433296582139, nan, 0.84746772591857, nan, nan, 0.8721071863580999, 0.8551983782218361, nan, nan, 0.8973098673431636, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.983576599990718, 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, 0.3675318961724593, 0.8247179218053005, nan, nan, 0.8861167002012073, 0.9250037800514087, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0596 | 26.0 | 520 | 0.1515 | 0.6627 | 0.7698 | 0.9535 | [0.898996883288365, 0.9810175804834121, 0.9653349632702696, 0.9289054400033855, 0.24659956474428726, 0.9696523092890503, 0.9849334611876418, nan, 0.7827180783817952, nan, 0.831613080675748, 0.8830779263123574, 0.9181114249537353, 0.7569973778888957, 0.809344490934449, 0.8759166259277366, 0.9748511136049212, 0.6175791556728232, nan, 0.8047978647223488, 0.4954308093994778, nan, 0.9286839617687218, nan, 0.0, nan, nan, 0.921801007556675, nan, nan, nan, nan, nan, 0.6897872073316176, nan, nan, 0.6223682127592212, 0.7164785436968092, 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, 0.3551762114537445, nan, 0.7380358256839854, 0.8914093087767966, nan, nan, 0.8025706940874036, 0.0, 0.8506914858753359, nan, nan, 0.8335281674460031, 0.8300028960324356, nan, nan, 0.8839504883271531, nan, nan, nan, nan, nan, nan, 0.8004820106730934, 0.0, nan, 0.9772533327182988, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31045655375552283, nan, nan, 0.0, nan, nan, 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, 0.5398230088495575, nan, nan, nan, 0.9859317540408792, nan, nan, nan, 0.3618455611976887, 0.8331606217616581, 0.0, nan, 0.8468089369802625, 0.9188271756776701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9553832874074566, 0.9890996507554928, 0.9943304250115672, 0.972225400563243, 0.2636132315521629, 0.992921821196276, 0.993737346088319, nan, 0.8293437638139124, nan, 0.9985399176096366, 0.9828712440121934, 0.9343096441669144, 0.8314245529435403, 0.8227445296869831, 0.9643783334148848, 0.9991601727123074, 0.8633010603964961, nan, 0.8517051326214261, 0.8764434180138568, nan, 0.9698011114360924, nan, nan, nan, nan, 0.9576088236448561, nan, nan, nan, nan, nan, 0.9033292231812577, nan, nan, 0.6589842440496145, 0.7187886917044986, 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, 0.533498759305211, nan, 0.7814578910120311, 0.9868413380240627, nan, nan, 0.860529217199559, nan, 0.8592519033432638, nan, nan, 0.8684821066063454, 0.8300028960324356, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9701648237012309, 0.0, nan, 0.9832401262356708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3304075235109718, nan, nan, 0.0, nan, nan, 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, 0.5403011514614703, nan, nan, nan, 0.9882136122064118, nan, nan, nan, 0.3636603607567092, 0.843872999212805, nan, nan, 0.8503018108651912, 0.941333602136989, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0373 | 27.0 | 540 | 0.1535 | 0.6514 | 0.7772 | 0.9524 | [0.8963973714327141, 0.9815431861804222, 0.9656869828242253, 0.9268806134403067, 0.2601889338731444, 0.9681631637855989, 0.9856069911579105, nan, 0.777042752339995, nan, 0.8435352170592727, 0.8865554465161923, 0.9174633062958671, 0.7758838764078781, 0.7319016978060314, 0.8994057437241566, 0.974827587230619, 0.6110304789550073, nan, 0.8094741982744588, 0.5006172839506173, nan, 0.9267859010563748, nan, 0.0, nan, nan, 0.92450982853413, nan, nan, nan, nan, nan, 0.6830977143924768, nan, nan, 0.6236653386454183, 0.7161630448759162, 0.0, nan, nan, 0.0, 0.0, 0.3431111111111111, nan, nan, nan, 0.8806434395303039, nan, nan, 0.9882189671589781, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20980091883614088, nan, 0.753966831017481, 0.885693618672924, nan, nan, 0.824291742013261, 0.0, 0.8546108567691302, nan, nan, 0.8229317851959361, 0.8294236895453229, nan, nan, 0.8852127990059024, nan, nan, nan, nan, nan, nan, 0.8037107681636899, 0.0, nan, 0.9770793950850661, 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, 0.3537628775973459, 0.8534126163391934, 0.0, nan, 0.884470073573275, 0.9071815051647811, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9578168055509445, 0.9892802055229124, 0.9939222684909776, 0.9636881715270678, 0.2803344238458742, 0.9928580538196659, 0.9921516251280139, nan, 0.8229140155117678, nan, 0.998383480210669, 0.9835244592829148, 0.9417434830012885, 0.8627687361864577, 0.7436159989917925, 0.9738464549591427, 0.9991449584498492, 0.8734439834024896, nan, 0.8564588356872201, 0.9364896073903002, nan, 0.9718850541093887, nan, nan, nan, nan, 0.96364040768798, nan, nan, nan, nan, nan, 0.9016440608302507, nan, nan, 0.6559671471672812, 0.7183243912505158, nan, nan, nan, 0.0, nan, 0.3431111111111111, nan, nan, nan, 0.9709021549450103, nan, nan, 0.9932193726392523, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5665839536807279, nan, 0.7936305732484077, 0.9757624054889308, nan, nan, 0.9046306504961411, nan, 0.8650777888116518, nan, nan, 0.8550548112058465, 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, 0.35653321601407834, 0.8661768564681186, nan, nan, 0.8949698189134809, 0.9295398417418477, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0385 | 28.0 | 560 | 0.1548 | 0.6607 | 0.7661 | 0.9523 | [0.8969621541765724, 0.9806285969057003, 0.9635773293986869, 0.9231756991442915, 0.2249930728733721, 0.9688394078865531, 0.9854204853900137, nan, 0.7478959546390704, nan, 0.84956367401272, 0.8813208157979929, 0.9237327357318588, 0.7794047619047619, 0.7817020681510947, 0.9110552880701509, 0.9753082385097597, 0.6450381679389313, nan, 0.8004179046002154, 0.5100207325501037, nan, 0.9287141204920618, nan, 0.0, nan, nan, 0.9257957677040932, nan, nan, nan, nan, nan, 0.6798638313747435, nan, nan, 0.6271429710549398, 0.7125334293355277, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8879326403636228, nan, nan, 0.9867445131391219, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19743863393810032, nan, 0.7175386283545676, 0.8872143471922151, nan, nan, 0.8105869279725225, 0.0, 0.8288317818277173, nan, nan, 0.838185905798107, 0.8169707500724008, nan, nan, 0.8838252163937845, nan, nan, nan, nan, nan, nan, 0.816590024761231, 0.0, nan, 0.975703737886479, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39425587467362927, nan, nan, 0.0, nan, nan, 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, 0.5150442477876106, nan, nan, nan, 0.9847889249700906, nan, nan, nan, 0.31881014873140856, 0.829097510373444, 0.0, nan, 0.8815331010452961, 0.8871658543789691, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9594734570565386, 0.9871341831444387, 0.9955102782735145, 0.9712066910025062, 0.2361323155216285, 0.9933044254559368, 0.992033639937515, nan, 0.7880192356636706, nan, 0.9984008621438877, 0.9879518072289156, 0.939686787590445, 0.8769673832964973, 0.7925140597677972, 0.9582864412585017, 0.9989045731030097, 0.818118948824343, nan, 0.8445056837754048, 0.8521939953810623, nan, 0.96881398069611, nan, nan, nan, nan, 0.958197589983122, nan, nan, nan, nan, nan, 0.8988286066584463, nan, nan, 0.6591518605430774, 0.7147389599669831, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9672091230063715, nan, nan, 0.9928324899970474, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45905707196029777, nan, 0.7493276716206653, 0.9817489164026512, nan, nan, 0.8846747519294377, nan, 0.8370076133730553, nan, nan, 0.8757902673858825, 0.8169707500724008, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.981273495150137, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4260188087774295, nan, nan, 0.0, nan, nan, 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, 0.32063352397712275, 0.8388874311204408, nan, nan, 0.8908450704225352, 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 | [0.8948418449819836, 0.9812311696829333, 0.9639522307057234, 0.9257996353408432, 0.24174917491749176, 0.9663349127852842, 0.98455014628053, nan, 0.7596775209422435, nan, 0.8658385842202057, 0.8839937434827946, 0.9306782489202984, 0.7693898655635988, 0.7245385450597177, 0.900695747699913, 0.9755799610634724, 0.6496042216358839, nan, 0.802975901665858, 0.49936708860759493, nan, 0.9273852393105618, nan, 0.0, nan, nan, 0.9155676822798242, nan, nan, nan, nan, nan, 0.6822022688722553, nan, nan, 0.6083743842364532, 0.7122244798230498, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8759535351687552, nan, nan, 0.9832898119471266, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19440509915014165, nan, 0.7086296715741789, 0.8858214342306812, nan, nan, 0.8264661654135338, 0.0, 0.847679518230019, nan, nan, 0.8151593887072891, 0.8349261511728931, nan, nan, 0.8867043627120402, nan, nan, nan, nan, nan, nan, 0.8265906255569417, 0.0, nan, 0.9758325064038954, 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, 0.27804024496937885, 0.8321641984931151, 0.0, nan, 0.8980773003727683, 0.8735903875510908, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9599692351958213, 0.9878976718752418, 0.9955615043955318, 0.9670543422495026, 0.25561613958560525, 0.9926880074820389, 0.9894568433770193, nan, 0.8078308976196535, nan, 0.998383480210669, 0.9844679924517347, 0.9398106849043513, 0.8969258589511754, 0.7358496510657068, 0.9628370113030288, 0.9987524304784277, 0.851313969571231, nan, 0.8551153978642784, 0.9110854503464203, nan, 0.9698011114360924, nan, nan, nan, nan, 0.9483063155002551, nan, nan, nan, nan, nan, 0.900924784217016, 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, 0.7380514272234018, 0.9779004451009737, nan, nan, 0.9089305402425579, nan, 0.8573320092684542, nan, nan, 0.8461516153355374, 0.8349261511728931, nan, nan, 0.9033877702024206, nan, nan, nan, nan, nan, nan, 0.9676611725432923, 0.0, nan, 0.9812444887919431, 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, 0.2796304443466784, 0.8404618210443453, nan, nan, 0.9210261569416499, 0.8941081598709743, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0419 | 30.0 | 600 | 0.1654 | 0.6589 | 0.7657 | 0.9500 | [0.8894597148054091, 0.9806504481434059, 0.9635034979344921, 0.9272361312193227, 0.23905585288870593, 0.9666790766939687, 0.9853960222081665, nan, 0.747393299040734, nan, 0.8652372276512129, 0.8867275373825592, 0.9255024848826107, 0.7764501020775789, 0.6383005252411902, 0.9095685065844774, 0.975578001177107, 0.6456268475047818, nan, 0.8052866836029199, 0.4974779319041614, nan, 0.9281130553704807, nan, 0.0, nan, nan, 0.915925401799252, nan, nan, nan, nan, nan, 0.6784451746531076, nan, nan, 0.6009713895423845, 0.7131798894175132, 0.0, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.8804477914234685, nan, nan, 0.9842483838659747, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21609798775153105, nan, 0.7173296094418667, 0.887165095838187, nan, nan, 0.8345962113659023, 0.0, 0.8312873367032101, nan, nan, 0.8198376614320382, 0.8268172603533159, nan, nan, 0.8871587252154054, 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, 0.9828449197860962, nan, nan, nan, 0.32230971128608926, 0.824935064935065, 0.0, nan, 0.9002729576915578, 0.879444499162809, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9616269933490478, 0.9877480693536655, 0.9959068676052614, 0.9691914177410484, 0.25328971283169754, 0.993431960209157, 0.99257637181381, nan, 0.7921449908242134, nan, 0.9988180285411343, 0.9727101175787487, 0.9367628109822579, 0.8660504989618913, 0.6451582413081491, 0.9530508391642609, 0.9986702734611534, 0.8559243891194098, nan, 0.8626248708232862, 0.9110854503464203, nan, 0.9676440479672419, nan, nan, nan, nan, 0.9484371524643143, nan, nan, nan, nan, nan, 0.8952938758734074, nan, nan, 0.6636775058665773, 0.7153322327692943, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9702934134166633, nan, nan, 0.9905213752659818, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40860215053763443, nan, 0.751309271054494, 0.9769869190849191, nan, nan, 0.9229327453142228, nan, 0.8383316782522343, nan, nan, 0.8523867525085552, 0.8268172603533159, nan, nan, 0.9033349188732097, 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, 0.984656266072347, nan, nan, nan, 0.32415310162780464, 0.8333770663867751, nan, nan, 0.9290744466800804, 0.9000554407539942, 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