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

This model is a fine-tuned version of [nvidia/segformer-b5-finetuned-ade-640-640](https://huggingface.co/nvidia/segformer-b5-finetuned-ade-640-640) on the scene_parse_150 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2163
- 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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
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| 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]                                  |
| 0.0461        | 31.0  | 620  | 0.1565          | 0.6614   | 0.7732        | 0.9528           | [0.8991798877938336, 0.9799250644936734, 0.9628604467671196, 0.9267811804087885, 0.22371671699149054, 0.9725405225217717, 0.9850289995733288, nan, 0.8308504034761018, nan, 0.8612243674301475, 0.8849632931305715, 0.9244002254515157, 0.7684300237414013, 0.7237533113352234, 0.8893156346158165, 0.9756389788230957, 0.6187214611872146, nan, 0.8099350670121229, 0.4732868757259001, nan, 0.9266520666040949, nan, 0.0, nan, nan, 0.9234712421823104, nan, nan, nan, nan, nan, 0.6849216300940438, nan, nan, 0.6062311717139686, 0.7188705446690326, 0.0, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.8850157436562326, nan, nan, 0.9866535799570971, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19433488705629257, nan, 0.7056058028118564, 0.8852084821661933, nan, nan, 0.8273438273438274, 0.0, 0.8420397194730288, nan, nan, 0.8258628854778951, 0.8420900692840647, nan, nan, 0.8844428213689483, nan, nan, nan, nan, nan, nan, 0.8115512127028441, 0.0, nan, 0.9742180237090245, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4558739255014327, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9349492438367516, 0.5899218071242398, nan, nan, nan, 0.9847746129501326, nan, nan, nan, 0.324986867448783, 0.843579766536965, 0.0, nan, 0.8929384965831435, 0.8745262121585036, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9563549240286401, 0.9876139429550109, 0.9961745654041906, 0.9646588983911033, 0.23700472555434388, 0.9922203800535646, 0.9914814692459802, nan, 0.8964810523354722, nan, 0.9986615911421668, 0.9798954855566846, 0.9347308950341957, 0.8454222758020227, 0.7359756769955418, 0.9687087145862896, 0.9985516022139794, 0.8745965882895343, nan, 0.8722356183258698, 0.941108545034642, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6408816627556152, 0.7210586050350805, nan, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.9695629235826468, nan, nan, 0.9927510410197412, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44830438378825477, nan, 0.743524416135881, 0.9874438764601838, nan, nan, 0.9213891951488423, nan, 0.8505130751406819, nan, nan, 0.8597529145641204, 0.8447726614538082, nan, nan, 0.8959885841128904, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9787789483454773, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4987460815047022, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9511064278187565, 0.6014171833480957, nan, nan, nan, 0.9868849648551345, nan, nan, nan, 0.326616805983282, 0.853319338756232, nan, nan, 0.9070422535211268, 0.8954185776926566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.026         | 32.0  | 640  | 0.1624          | 0.6595   | 0.7696        | 0.9512           | [0.8943281702012047, 0.9808576666632527, 0.9631014478389521, 0.9275062592294862, 0.24392574392574393, 0.9683737124619178, 0.9847742370721561, nan, 0.7882612331787425, nan, 0.8687999032180015, 0.893223819301848, 0.8977612467336802, 0.7675957976559179, 0.6763256486389851, 0.896200921951995, 0.9755233532649398, 0.6285329744279946, nan, 0.790101940151266, 0.4647967945048655, nan, 0.9270241850683492, nan, 0.0, nan, nan, 0.9198165207364513, nan, nan, nan, nan, nan, 0.6804688475465102, nan, nan, 0.5940945185413615, 0.7179282663510523, 0.0, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.8874335822836548, nan, nan, 0.9811549905876161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.17046894803548795, nan, 0.7041478365922412, 0.895628376202912, nan, nan, 0.8212106053026513, 0.0, 0.8698224852071006, nan, nan, 0.8211678832116789, 0.8506212077434268, nan, nan, 0.878044955567172, nan, nan, nan, nan, nan, nan, 0.8210749646393211, 0.0, nan, 0.9740433688197122, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4286125503742084, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9302422723475355, 0.6117850953206239, nan, nan, nan, 0.9837102911625123, nan, nan, nan, 0.33828801259071434, 0.8258951738453555, 0.0, nan, 0.8808197373656984, 0.8863669932548865, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9616944988546197, 0.9880782266426614, 0.995556547028885, 0.9667110814192543, 0.2598327880770629, 0.9931768907027165, 0.992038359345135, nan, 0.8332953799579387, nan, 0.9986268272757296, 0.9787342139642909, 0.9449895926256319, 0.8465608465608465, 0.6853605129255345, 0.9655526740715369, 0.9988102446757688, 0.8612263715998156, nan, 0.8276610403031347, 0.9376443418013857, nan, 0.9669494004094764, nan, nan, nan, nan, 0.949758605801311, nan, nan, nan, nan, nan, 0.8959926017262638, nan, nan, 0.6458263493127724, 0.7197430870821296, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9692585528184733, nan, nan, 0.9869987069974853, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44499586435070304, nan, 0.7424864354800661, 0.9732161946782251, nan, nan, 0.9049614112458655, nan, 0.8856007944389275, nan, nan, 0.8547938054637202, 0.8525919490298292, nan, nan, 0.8877437767559854, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9787673458021998, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46677115987460815, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9386722866174921, 0.62533215234721, nan, nan, nan, 0.9861134921995542, nan, nan, nan, 0.34043114826220855, 0.8352138546313304, nan, nan, 0.8907444668008049, 0.907363540144146, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.034         | 33.0  | 660  | 0.1699          | 0.6459   | 0.7693        | 0.9488           | [0.8861336073662662, 0.9810694359767812, 0.9632811550443633, 0.928760044496096, 0.25706612957368247, 0.9694381090607506, 0.9850402222649094, nan, 0.758450489773131, nan, 0.8668095252467328, 0.8914878064987707, 0.9211012295281139, 0.7682622711513898, 0.5609930067761393, 0.9043751995985219, 0.975454361753973, 0.6265401265401266, nan, 0.8116814159292035, 0.46369353916523726, nan, 0.9280305686040805, nan, 0.0, nan, nan, 0.9175367326018452, nan, nan, nan, nan, nan, 0.6832689731263298, nan, nan, 0.580840132970686, 0.7141092612130413, 0.0, nan, nan, 0.0, 0.0, 0.32355555555555554, nan, nan, nan, 0.8816274611016887, nan, nan, 0.9826290177351962, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1714465805231642, nan, 0.7025585876237845, 0.8954973896619924, nan, nan, 0.8250224842610173, 0.0, 0.8877438589668806, nan, nan, 0.8217899049583322, 0.8556998556998557, nan, nan, 0.8831479363759227, nan, nan, nan, nan, nan, nan, 0.8263419836473516, 0.0, nan, 0.9746616940698319, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.35232860862019094, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9371476299853831, 0.6741479634247715, nan, nan, nan, 0.9832913123370796, nan, nan, nan, 0.36895407717827833, 0.79374185136897, 0.0, nan, 0.8918518518518519, 0.8549840019689884, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9619114017905559, 0.9878512435064768, 0.9953268557075815, 0.9645555510443619, 0.2783715012722646, 0.9938358202610211, 0.9922365744651731, nan, 0.8007045932514434, nan, 0.9984182440771062, 0.9737262302220931, 0.9393150956487263, 0.845958073806175, 0.5699365144378455, 0.9699564515339825, 0.998834587495702, 0.8674504379898571, nan, 0.8688598002066827, 0.9364896073903002, nan, 0.9678634103539047, nan, nan, nan, nan, 0.9485810731247792, nan, nan, nan, nan, nan, 0.8908754623921085, nan, nan, 0.6443178008716057, 0.7158223276929426, nan, nan, nan, 0.0, nan, 0.32355555555555554, nan, nan, nan, 0.9703948703380545, nan, nan, 0.9888516712312031, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44995864350703063, nan, 0.7397499410238264, 0.9768508620186981, nan, nan, 0.9102535832414553, nan, 0.9067858325057928, nan, nan, 0.8550838118438606, 0.8586736171445121, nan, nan, 0.8979440832936948, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 0.0, nan, 0.9794112869541003, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38181818181818183, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9458377239199157, 0.7183348095659876, nan, nan, nan, 0.9861992113835076, nan, nan, nan, 0.37184337879454465, 0.7987404880608764, nan, nan, 0.9084507042253521, 0.8754095055692758, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0269        | 34.0  | 680  | 0.1724          | 0.6601   | 0.7683        | 0.9478           | [0.8811793045132436, 0.9801464188808683, 0.9626097927113609, 0.9351348658103871, 0.21897457158651187, 0.9720546006908319, 0.9850844246883015, nan, 0.7593373570039648, nan, 0.8610299078030133, 0.8852159142875808, 0.9179415182029435, 0.7617675900956117, 0.4739597856058494, 0.9077968739272719, 0.9754600679997147, 0.627999338077114, nan, 0.8119973082962156, 0.47214076246334313, nan, 0.9274633123689727, nan, 0.0, nan, nan, 0.9185716627368898, nan, nan, nan, nan, nan, 0.6816683230009623, nan, nan, 0.5813486156594224, 0.7175865174321369, 0.0, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.8856360339020689, nan, nan, 0.9848241114517255, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36560595802301965, nan, 0.7032143648858347, 0.8897996195082055, nan, nan, 0.8239087301587301, 0.0, 0.9035002272874862, nan, nan, 0.8242231164766376, 0.8601499423298731, nan, nan, 0.8843013642000827, nan, nan, nan, nan, nan, nan, 0.8045125732001378, 0.0, nan, 0.9737483397817174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3771955082061618, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9332362728785357, 0.6585365853658537, nan, nan, nan, 0.986626789147618, nan, nan, nan, 0.3521434820647419, 0.8118811881188119, 0.0, nan, 0.9, 0.8706472555577415, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               | [0.960647610194438, 0.9876448952008543, 0.9960456738713729, 0.9698299567048436, 0.23038894947291894, 0.9929643327806827, 0.9914814692459802, nan, 0.8055670904049402, nan, 0.9983313344110132, 0.9834518798083902, 0.939686787590445, 0.8324291742013261, 0.4819861686542006, 0.9704946910016147, 0.9987098305435448, 0.8748271092669433, nan, 0.8728901136755081, 0.9295612009237876, nan, 0.9704591985960808, nan, nan, nan, nan, 0.9531603668668472, nan, nan, nan, nan, nan, 0.8880600082203042, nan, nan, 0.6546262152195776, 0.7193819645068097, nan, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.9711050687877927, nan, nan, 0.9910406124963094, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7483368719037509, 0.9727108398608331, nan, nan, 0.9156560088202866, nan, 0.9210857332009268, nan, nan, 0.8553448175859869, 0.8638864755285259, nan, nan, 0.9044447967866391, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.9782336288114355, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4106583072100313, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.945626975763962, 0.6935341009743136, nan, nan, nan, 0.9897136979255957, nan, nan, nan, 0.354157501099868, 0.8176331671477303, nan, nan, 0.9144869215291751, 0.8921929338239, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0128        | 35.0  | 700  | 0.1676          | 0.6567   | 0.7616        | 0.9494           | [0.8887820525934624, 0.9808457367556027, 0.9627868189871254, 0.9324426250987086, 0.22132740905304082, 0.9702316698497052, 0.9844074455149191, nan, 0.7380737730937719, nan, 0.8493045393404579, 0.8871909228044861, 0.9167652955242627, 0.7694730990178517, 0.657496582577358, 0.8991569833675097, 0.9754766772859113, 0.6392035702025404, nan, 0.8065417221554553, 0.5006321112515802, nan, 0.9301964657331311, nan, 0.0, nan, nan, 0.9150045676004872, nan, nan, nan, nan, nan, 0.6609706392935316, nan, nan, 0.5648141222230534, 0.7149435340724924, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.882529731723057, nan, nan, 0.990016200891049, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34004024144869216, nan, 0.7109004739336493, 0.8658150982717114, nan, nan, 0.8270016950842557, 0.0, 0.8759861772184913, nan, nan, 0.8149650349650349, 0.823953823953824, nan, nan, 0.879149025142439, nan, nan, nan, nan, nan, nan, 0.8219516499029469, 0.0, nan, 0.9734145777983135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2836776258364853, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9265195670274771, 0.6708860759493671, nan, nan, nan, 0.9867048563611491, nan, nan, nan, 0.2711091626479614, 0.8082334549244398, 0.0, nan, 0.8806223197367109, 0.887970479704797, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9615484213671525, 0.9882433052871594, 0.9958804283164783, 0.9719042855930108, 0.23177026535805162, 0.9934532160013604, 0.9933692322939625, nan, 0.7786291240807469, nan, 0.9987311188750413, 0.9817825518943243, 0.9405045098622262, 0.8343044672158596, 0.6667874415160919, 0.9655037432108431, 0.9987980732658023, 0.8584601198709082, nan, 0.8553565277299345, 0.9145496535796767, nan, 0.9641708101784148, nan, nan, nan, nan, 0.9435569337049103, nan, nan, nan, nan, nan, 0.8998355939169749, nan, nan, 0.6328360710693932, 0.7168799009492365, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9712268170934621, nan, nan, 0.9954490383930117, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41935483870967744, nan, 0.7501769285208776, 0.9367140274835274, nan, nan, 0.9144432194046307, nan, 0.8894405825885469, nan, nan, 0.8449335885389478, 0.8268172603533159, nan, nan, 0.8889065059986259, nan, nan, nan, nan, nan, nan, 0.9718339244731901, 0.0, nan, 0.9777289181788648, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3056426332288401, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9380400421496312, 0.704162976085031, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.2720633523977123, 0.8139595906586198, nan, nan, 0.8883299798792756, 0.9096315709893654, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0262        | 36.0  | 720  | 0.1662          | 0.6472   | 0.7707        | 0.9495           | [0.8897901140013882, 0.9811053353252973, 0.964074243680929, 0.9347419895578641, 0.26674770394381414, 0.9692779701071746, 0.9843918141240982, nan, 0.7501769911504425, nan, 0.8482601760500975, 0.893537889353789, 0.9144386310180963, 0.7566193340360885, 0.6334707030644812, 0.9093161432405772, 0.9753916185314602, 0.6467045834727334, nan, 0.8165674699970729, 0.46774193548387094, nan, 0.9295690413368514, nan, 0.0, nan, nan, 0.9111142040134625, nan, nan, nan, nan, nan, 0.6527125288009815, nan, nan, 0.5855023993020212, 0.7181268493503152, 0.0, nan, nan, 0.0, 0.0, 0.2657777777777778, nan, nan, nan, 0.8822176001767013, nan, nan, 0.9899424705262732, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.30895601483836777, nan, 0.7204515272244356, 0.8585303445293354, nan, nan, 0.8309046454767726, 0.0, 0.9002079002079002, nan, nan, 0.8182047191199933, 0.8385236447520185, nan, nan, 0.8842782301986618, nan, nan, nan, nan, nan, nan, 0.8089082969432314, 0.0, nan, 0.9742506119809708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3563551944283227, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9301890712653231, 0.7002457002457002, nan, nan, nan, 0.986336464560205, nan, nan, nan, 0.30919439579684765, 0.8209266007287871, 0.0, nan, 0.8879729863938822, 0.832439876063542, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.960400827772429, 0.9892286184465068, 0.994945138475775, 0.9694018034112006, 0.28716830243547803, 0.9938570760532245, 0.9929539244234064, nan, 0.7948642385436621, nan, 0.9983139524777945, 0.9764842502540282, 0.9441223114282883, 0.8172259058335007, 0.6441185273870099, 0.9697607280912072, 0.998877187430585, 0.8911940986629784, nan, 0.8648639338615226, 0.9376443418013857, nan, 0.9660353904650483, nan, nan, nan, nan, 0.9421438944930722, nan, nan, nan, nan, nan, 0.8965474722564735, nan, nan, 0.6749078109285954, 0.7199236483697895, nan, nan, nan, 0.0, nan, 0.2657777777777778, nan, nan, nan, 0.9725660484558256, nan, nan, 0.9950926991172967, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48221670802315963, nan, 0.7678697806086341, 0.926062702870804, nan, nan, 0.9367144432194047, nan, 0.9173121482952664, nan, nan, 0.8477466504263094, 0.8421662322618013, nan, nan, 0.9010094603879287, nan, nan, nan, nan, nan, nan, 0.9662007093678281, 0.0, nan, 0.9789529864946396, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3849529780564263, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9435194942044257, 0.7573073516386183, nan, nan, nan, 0.9900565746614092, nan, nan, nan, 0.3106907171139463, 0.8276043033324587, nan, nan, 0.8994969818913481, 0.8530820019152261, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0356        | 37.0  | 740  | 0.1642          | 0.6431   | 0.7651        | 0.9505           | [0.8969120766873576, 0.9804800425703921, 0.963030504508709, 0.9277287446370619, 0.23565700185070945, 0.9725784958774049, 0.9833275767108838, nan, 0.7733883548890342, nan, 0.8381265047056249, 0.8860294117647058, 0.9222241173460686, 0.7426834618035971, 0.7505384341251027, 0.9022750068386979, 0.9755251613823602, 0.6457864682471016, nan, 0.8136242237024166, 0.4830917874396135, nan, 0.9302022867194372, nan, 0.0, nan, nan, 0.9179146008297075, nan, nan, nan, nan, nan, 0.654447423115154, nan, nan, 0.6007754884817152, 0.7116428663321754, 0.0, nan, nan, 0.0, 0.0, 0.2577777777777778, nan, nan, nan, 0.8767539286171634, nan, nan, 0.9892568838893722, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16952856696846708, nan, 0.707104646536098, 0.8646209062359803, nan, nan, 0.8415772745331744, 0.0, 0.8614398744523638, nan, nan, 0.8043514784946236, 0.8094410657399362, nan, nan, 0.8827668890742285, nan, nan, nan, nan, nan, nan, 0.8167979002624672, 0.022857142857142857, nan, 0.9738004631260431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32908827785817657, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9200417536534446, 0.6720067453625632, nan, nan, nan, 0.9857319834251783, nan, nan, nan, 0.3440728418840833, 0.8249219562955254, 0.0, nan, 0.8752112956149946, 0.7485331098072087, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9600610869493045, 0.988542510330312, 0.9956821336506048, 0.9633338377668115, 0.24994547437295528, 0.9928793096118692, 0.9942564809265141, nan, 0.823436432561317, nan, 0.9984356260103249, 0.9620409348236318, 0.937877886807414, 0.7937177684013127, 0.7630712519100805, 0.9683661985614327, 0.9987646018883942, 0.8603042876901799, nan, 0.8709955218739235, 0.9237875288683602, nan, 0.9666934776250365, nan, nan, nan, nan, 0.9495361829624105, nan, nan, nan, nan, nan, 0.8930127414714344, nan, nan, 0.6622527656721421, 0.7134234420140322, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9956322985919508, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4491315136476427, nan, 0.7546119367775419, 0.9364807867985773, nan, nan, 0.9341786108048512, nan, 0.8721615359152598, nan, nan, 0.8330433269531929, 0.8094410657399362, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.022857142857142857, nan, 0.9782916415278229, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.35642633228840126, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9287671232876712, 0.7059344552701505, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.3457985041794985, 0.8320650747835214, nan, nan, 0.8855130784708249, 0.7651328058061589, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]   |
| 0.0306        | 38.0  | 760  | 0.1636          | 0.6452   | 0.7736        | 0.9497           | [0.8947461577953695, 0.9815833030146196, 0.9638059301434289, 0.9281384205856256, 0.26520796640021677, 0.9679998343033491, 0.9838990935058742, nan, 0.7716728181322375, nan, 0.8372577893769957, 0.8888595041322314, 0.9270299301791904, 0.7740930743862221, 0.7172666108579047, 0.884403832505323, 0.9754878360466706, 0.6258612401858676, nan, 0.8124840194323703, 0.4665532879818594, nan, 0.929540911163329, nan, 0.0, nan, nan, 0.9119934143870314, nan, nan, nan, nan, nan, 0.6530055048037899, nan, nan, 0.5940340076223981, 0.7142305812128541, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.874173391871459, nan, nan, 0.9856365438692318, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21183699870633893, nan, 0.7149239586623946, 0.845639260038889, nan, nan, 0.8394029850746269, 0.0, 0.8526260778677816, nan, nan, 0.8180349332813327, 0.8386816999132697, nan, nan, 0.8773481241170007, nan, nan, nan, nan, nan, nan, 0.8030276965422329, 0.0, nan, 0.9740358739215301, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3207270595133392, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9255008347245409, 0.6969205834683955, nan, nan, nan, 0.9862066020412521, nan, nan, nan, 0.3902566788894709, 0.8393782383419689, 0.0, nan, 0.8854779228545799, 0.7459315514350527, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9566138795746046, 0.9881762420878322, 0.9952591050300746, 0.9652014719614957, 0.2846237731733915, 0.9934107044169537, 0.9932323694729838, nan, 0.8149839926057895, nan, 0.9981575150788271, 0.9757584555087822, 0.9409505401922886, 0.8489049628290135, 0.7288709652010901, 0.9755835005137741, 0.9987798161508524, 0.9004149377593361, nan, 0.8756803306923872, 0.9503464203233256, nan, 0.9689967826849956, nan, nan, nan, nan, 0.942170061885884, nan, nan, nan, nan, nan, 0.9093094944512947, nan, nan, 0.6792658397586322, 0.7160544779199339, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9737023659754068, nan, nan, 0.9920689058348011, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5417700578990902, nan, 0.7474404340646379, 0.9213784524480554, nan, nan, 0.9300992282249173, nan, 0.8640847401522674, nan, nan, 0.8516037352821763, 0.840139009556907, nan, nan, 0.8861582368796576, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.0, nan, 0.9784772822202626, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34294670846394987, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.934668071654373, 0.7617360496014172, nan, nan, nan, 0.9897994171095491, nan, nan, nan, 0.39331280246370437, 0.850170558908423, nan, nan, 0.8937625754527163, 0.7623607681064463, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0289        | 39.0  | 780  | 0.1728          | 0.6429   | 0.7687        | 0.9487           | [0.8900697098383155, 0.9812310890166545, 0.9631470806917117, 0.9257982763761305, 0.2625118676251187, 0.9690012432656444, 0.9852369306309092, nan, 0.7536557216958998, nan, 0.8349774090915695, 0.8895141003574738, 0.9232410415555448, 0.7754779008888347, 0.6573629234727086, 0.9051176861549745, 0.9754801591664859, 0.6146979116849992, nan, 0.8144256340403451, 0.4806432400238237, nan, 0.9278874820244818, nan, 0.0, nan, nan, 0.914418063079026, nan, nan, nan, nan, nan, 0.6696003156201633, nan, nan, 0.575874310748546, 0.7104626627553908, 0.0, nan, nan, 0.0, 0.0, 0.264, nan, nan, nan, 0.874402568499398, nan, nan, 0.9857437932850026, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1622769753610875, nan, 0.7132467764243966, 0.8631427147130039, nan, nan, 0.8384615384615385, 0.0, 0.8777654506297723, nan, nan, 0.8009580905423577, 0.8216044019693021, nan, nan, 0.8760123308427817, nan, nan, nan, nan, nan, nan, 0.8083935328517372, 0.0, nan, 0.9722424452533657, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34898550724637684, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220289247537204, 0.700081499592502, nan, nan, nan, 0.9859166987714567, nan, nan, nan, 0.37214173503229186, 0.8243383497664764, 0.0, nan, 0.8927479033053775, 0.7682151830139415, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9595619888671248, 0.9887024302671694, 0.9953681670963052, 0.9627063717330243, 0.28142493638676847, 0.9940058665986481, 0.9924300701775913, nan, 0.796016235114463, nan, 0.9990092298065391, 0.9752503991871099, 0.9436019427098821, 0.8531243721117139, 0.6682052332267364, 0.9662132406909038, 0.9988224160857354, 0.8888888888888888, nan, 0.8650361694798484, 0.9318706697459584, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9452970653268962, nan, nan, nan, nan, nan, 0.9068639539662967, nan, nan, 0.6389540730807911, 0.7121853074700785, nan, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.9726269226086603, nan, nan, 0.9911933293287586, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4739454094292804, nan, 0.7542344892663364, 0.9423118039223308, nan, nan, 0.9253583241455348, nan, 0.8904336312479312, nan, nan, 0.8291572414593121, 0.8216044019693021, nan, nan, 0.8861053855504466, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9761567735647654, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3774294670846395, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7608503100088574, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.3751869775626925, 0.8336394647074259, nan, nan, 0.9102615694164989, 0.785948288896729, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0446        | 40.0  | 800  | 0.1747          | 0.6421   | 0.7689        | 0.9492           | [0.8912983510714947, 0.9806201352035986, 0.9621803529408008, 0.9257605051705483, 0.23514407831242246, 0.9698773935232247, 0.9844502313730633, nan, 0.786848610452196, nan, 0.8428902446178214, 0.8852620517535794, 0.9116699523969803, 0.7615740740740741, 0.6461262708983591, 0.909711298232627, 0.9755043570265226, 0.5999081304547542, nan, 0.8170524388649143, 0.47463556851311955, nan, 0.928561423168511, nan, 0.0, nan, nan, 0.9172287943619432, nan, nan, nan, nan, nan, 0.6663463151953382, nan, nan, 0.5801556120483784, 0.7131018864039941, 0.0, nan, nan, 0.0, 0.0, 0.2853333333333333, nan, nan, nan, 0.8720642768850433, nan, nan, 0.9851946368534046, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15554314437308014, nan, 0.6963951101989828, 0.8649359886201992, nan, nan, 0.8362875921131249, 0.0, 0.8801121909855848, nan, nan, 0.7934116588903255, 0.819047619047619, nan, nan, 0.879833895665715, nan, nan, nan, nan, nan, nan, 0.7999316589783018, 0.0, nan, 0.971650958932606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3242142025611176, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9212400502723084, 0.7063106796116505, nan, nan, nan, 0.9855431993156544, nan, nan, nan, 0.3301013277428372, 0.823146944083225, 0.0, nan, 0.8938635247913599, 0.8403658896429625, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.958281597556522, 0.9885218754997498, 0.9959415691717893, 0.9631898896767074, 0.2479825517993457, 0.9937295413000042, 0.9919628488232157, nan, 0.8442393473805473, nan, 0.9990266117397577, 0.9782987371171433, 0.9396372286648825, 0.837318330989217, 0.6587375352478773, 0.9621030483926212, 0.9987433019209527, 0.9031811894882434, nan, 0.8609025146400275, 0.9399538106235565, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9535790451518363, nan, nan, nan, nan, nan, 0.8976777640772708, nan, nan, 0.6311599061347637, 0.7147389599669831, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.973458869364068, nan, nan, 0.9904806507773287, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46071133167907363, nan, 0.7364472753007785, 0.9454799898929036, nan, nan, 0.9259095920617421, nan, 0.8932803707381661, nan, nan, 0.818630009860217, 0.8218940052128584, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.97548962732631, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3492163009404389, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9268703898840885, 0.7732506643046945, nan, nan, nan, 0.9875707183267616, nan, nan, nan, 0.3325120985481742, 0.8304906848596169, nan, nan, 0.9158953722334005, 0.8612469129580163, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0192        | 41.0  | 820  | 0.1705          | 0.6544   | 0.7673        | 0.9498           | [0.893787556557121, 0.9808370483731452, 0.9628753540170951, 0.9298644540381771, 0.23933031425826815, 0.9726657645466847, 0.9839997379307763, nan, 0.7479903282569341, nan, 0.8367418232631257, 0.8854816468579684, 0.9110350112553284, 0.7618459257428801, 0.7415435700099305, 0.9082342641231222, 0.9754757461577778, 0.6236369467607441, nan, 0.8123262128299912, 0.4574468085106383, nan, 0.9267796372311686, nan, 0.0, nan, nan, 0.9145654710567703, nan, nan, nan, nan, nan, 0.6768717465515377, nan, nan, 0.5791428359206715, 0.7123738933498044, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8730008551518349, nan, nan, 0.9861641076507323, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22868944799098762, nan, 0.7065013823240881, 0.886899860370198, nan, nan, 0.8357044062438254, 0.0, 0.8784602357845372, nan, nan, 0.794371808540486, 0.8353552859618717, nan, nan, 0.8778594132666354, nan, nan, nan, nan, nan, nan, 0.8081837016574586, 0.0, nan, 0.9733141606463275, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23201650943396226, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9187604690117253, 0.7008064516129032, nan, nan, nan, 0.9859589041095891, nan, nan, nan, 0.3421351753082102, 0.8271925272444214, 0.0, nan, 0.8972839506172839, 0.7069220894638096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.959471243761274, 0.988578621283796, 0.9955185405512592, 0.9675009504264923, 0.253580516175936, 0.9931131233261064, 0.9923262432099523, nan, 0.7914752253760733, nan, 0.9992004310719438, 0.9787342139642909, 0.9426851025869759, 0.8259326234009778, 0.7528631515934403, 0.9644517297059255, 0.9988802302830766, 0.8964960811433841, nan, 0.8553909748535997, 0.9434180138568129, nan, 0.9657794676806084, nan, nan, nan, nan, 0.9434391804372572, nan, nan, nan, nan, nan, 0.9005343197698314, nan, nan, 0.6534528997653369, 0.7139909203466777, nan, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.9736009090540156, nan, nan, 0.9919874568574948, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5037220843672456, nan, 0.7475347959424392, 0.9629730412641645, nan, nan, 0.9326350606394708, nan, 0.8928831512744124, nan, nan, 0.82109506409141, 0.8375325803649001, nan, nan, 0.8903863432165319, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9777579245370586, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24670846394984325, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9247629083245522, 0.7697077059344553, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.34430268367795863, 0.8365258462345841, nan, nan, 0.9139839034205232, 0.721637014263394, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0205        | 42.0  | 840  | 0.1684          | 0.6439   | 0.7688        | 0.9508           | [0.8956103882639573, 0.9795012603989304, 0.9628613739438543, 0.9296053028448145, 0.23617883387130004, 0.9694526765175222, 0.9841928713316592, nan, 0.776366281257054, nan, 0.8305831695757716, 0.8746789933230611, 0.91282918579367, 0.7509578544061303, 0.7455650663689368, 0.9033252637829443, 0.9756014184945291, 0.6343047460449626, nan, 0.8163205899476034, 0.4818181818181818, nan, 0.9295464090718185, nan, 0.0, nan, nan, 0.9181872944956201, nan, nan, nan, nan, nan, 0.6859425616745577, nan, nan, 0.5973394146712276, 0.7148555106662207, 0.0, nan, nan, 0.0, 0.0, 0.25333333333333335, nan, nan, nan, 0.8811161798248841, nan, nan, 0.9876549456109284, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.23317906728373086, nan, 0.6996854649359855, 0.8843567354411661, nan, nan, 0.8339385611934439, 0.0, 0.8671885192433137, nan, nan, 0.8077591036414565, 0.8367935409457901, nan, nan, 0.8831636648394675, nan, nan, nan, nan, nan, nan, 0.8185328185328186, 0.005714285714285714, nan, 0.9733681492307958, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22833481218574386, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9272841575859179, 0.6924979389942292, nan, nan, nan, 0.98643211778805, nan, nan, nan, 0.35615001311303435, 0.8314752398236972, 0.0, nan, 0.8833349895657359, 0.7491615703294535, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.955989730309972, 0.9882226704565972, 0.9959861854716108, 0.9669362309960838, 0.2500181752090149, 0.9943247034816988, 0.9914248363545408, nan, 0.8292901825780612, nan, 0.9991656672055066, 0.9888227609232109, 0.9362176628010704, 0.8138771683075481, 0.757415838308732, 0.967681166511719, 0.9986794020186284, 0.8780544029506685, nan, 0.8694109541853255, 0.918013856812933, nan, 0.9710076045627376, nan, nan, nan, nan, 0.9572424801454907, nan, nan, nan, nan, nan, 0.9051171393341554, nan, nan, 0.6585652028159571, 0.7165703673132481, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9719775983117568, nan, nan, 0.9937284287474165, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5417700578990902, nan, 0.745175748997405, 0.9764038173725437, nan, nan, 0.9368246968026461, nan, 0.8801059251903344, nan, nan, 0.836291398410765, 0.8404286128004633, nan, nan, 0.894085936261297, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.005714285714285714, nan, 0.9774620596834827, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24200626959247648, nan, nan, 0.0, nan, nan, 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, 0.7440212577502214, nan, nan, nan, 0.987785016286645, nan, nan, nan, 0.35846898372195335, 0.8415114143269483, nan, nan, 0.8942655935613683, 0.7655864119752028, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]       |
| 0.0113        | 43.0  | 860  | 0.1749          | 0.6693   | 0.7649        | 0.9485           | [0.8862033037289665, 0.9802356771366559, 0.9624554304939251, 0.9315883044580754, 0.25438177726249744, 0.9719408448946482, 0.9846246071851744, nan, 0.7368087747295894, nan, 0.855335803681712, 0.8860253131352875, 0.9228027639713905, 0.763580812710052, 0.6100734132515565, 0.9168496286261503, 0.9756960655162468, 0.6049612403100775, nan, 0.8131383547874582, 0.4744186046511628, nan, 0.9291752902795805, nan, 0.0, nan, nan, 0.9203683640303358, nan, nan, nan, nan, nan, 0.6856276011055692, nan, nan, 0.586016057370021, 0.7150981754548495, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8726262073993074, nan, nan, 0.9821439386292521, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3536745406824147, nan, 0.6969967423802936, 0.8913773993208888, nan, nan, 0.8360720649376361, nan, 0.8672629929485506, nan, nan, 0.7963067222159667, 0.83001443001443, nan, nan, 0.8799440878028577, nan, nan, nan, nan, nan, nan, 0.808426483233018, 0.0, nan, 0.9715880527675212, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31081472890692957, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9161764705882353, 0.6882690730106645, nan, nan, nan, 0.9749561196969049, nan, nan, nan, 0.3246389496717724, 0.8319916904700078, 0.0, nan, 0.8895995276985142, 0.790977147360126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9610249770370616, 0.9878460847988362, 0.9960274968603344, 0.9709003399389512, 0.2711741185023628, 0.9932406580793266, 0.9922082580194534, nan, 0.7792587036019986, nan, 0.9990439936729764, 0.9806212803019306, 0.9431311329170383, 0.8369164824861027, 0.6205201720253942, 0.9603660028379899, 0.9983903310319225, 0.8994928538497003, nan, 0.8638649672752325, 0.9422632794457275, nan, 0.9684118163205616, nan, nan, nan, nan, 0.9558556083264644, nan, nan, nan, nan, nan, 0.8870324702013974, nan, nan, 0.6300703989272545, 0.7167767230705737, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9715717706261922, nan, nan, 0.9906333676097779, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7369190846897853, 0.9847616085832572, nan, nan, 0.9312017640573319, nan, 0.8793776895067859, nan, nan, 0.8203700481410591, 0.8328989284679988, nan, nan, 0.8983140425981714, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9754490184248388, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3360501567398119, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.919072708113804, 0.7431355181576617, nan, nan, nan, 0.9760843476770101, nan, nan, nan, 0.32635283765948087, 0.8407242193649961, nan, nan, 0.9095573440643863, 0.8094350083161131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0423        | 44.0  | 880  | 0.1764          | 0.6578   | 0.7665        | 0.9496           | [0.8891339302458806, 0.9809659803364604, 0.9626009845292819, 0.9313350573269138, 0.24837406722804134, 0.9684709879228555, 0.9849221516497105, nan, 0.7592264039359279, nan, 0.8497642171862758, 0.890833167627759, 0.9280340839926963, 0.7730094959824689, 0.6330763753444166, 0.9188399017658754, 0.975609828608803, 0.6023664954071306, nan, 0.8114818193666102, 0.45278851463279957, nan, 0.9284113196973942, nan, 0.0, nan, nan, 0.9202097559135323, nan, nan, nan, nan, nan, 0.6886098768165214, nan, nan, 0.577328577090765, 0.7136608084810745, 0.0, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.8638955339316869, nan, nan, 0.9841649117122955, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3481967213114754, nan, 0.6982004218462505, 0.8907512615124034, nan, nan, 0.8356232084610062, 0.0, 0.8556781819369164, nan, nan, 0.7807678203717807, 0.8477697841726619, nan, nan, 0.8798687773380546, nan, nan, nan, nan, nan, nan, 0.8203739297571204, 0.0, nan, 0.9722448507958518, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30771461716937354, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9221242653232578, 0.6900247320692497, nan, nan, nan, 0.9822789144765003, nan, nan, nan, 0.3276781810231745, 0.839345964183753, 0.0, nan, 0.899706457925636, 0.8274164163671279, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9601451921693613, 0.9887591760512157, 0.9958870381386741, 0.9717123548062053, 0.26375863322428206, 0.9937295413000042, 0.992363998470912, nan, 0.8082461521975004, nan, 0.9991830491387252, 0.9754681376106837, 0.9445683417583507, 0.8505123568414708, 0.6442760597993037, 0.9611244311787445, 0.9985455165089961, 0.8918856615952052, nan, 0.8579400620048226, 0.9468822170900693, nan, 0.9691430242761041, nan, nan, nan, nan, 0.9574125681987675, nan, nan, nan, nan, nan, 0.8949239621866009, nan, nan, 0.610375460945357, 0.7154096161782914, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9745951868836492, nan, nan, 0.9896457987599393, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.7340410474168436, 0.9812824350327509, nan, nan, 0.9320837927232635, nan, 0.8674611055941741, nan, nan, 0.802708659590511, 0.8531711555169418, nan, nan, 0.8930289096770784, nan, nan, nan, nan, nan, nan, 0.9795535155435009, 0.0, nan, 0.9762437926393466, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.33260188087774295, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9258166491043204, 0.7413640389725421, nan, nan, nan, 0.9835419166809531, nan, nan, nan, 0.3296964364276287, 0.8485961689845185, nan, nan, 0.9250503018108652, 0.8469331182904087, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0414        | 45.0  | 900  | 0.1792          | 0.6435   | 0.7677        | 0.9488           | [0.8882314590432141, 0.9807069181746052, 0.9625221599348378, 0.9285625675651727, 0.25148596023775366, 0.9685404420895769, 0.9851521518383162, nan, 0.7652008515248089, nan, 0.8434712441314554, 0.8904972523790377, 0.910053412462908, 0.7727913677886089, 0.6108581869986682, 0.90089575430739, 0.975676326563378, 0.6036306235201263, nan, 0.8005544737450081, 0.4661308840413318, nan, 0.9266196100356419, nan, 0.0, nan, nan, 0.9194284130144409, nan, nan, nan, nan, nan, 0.6874343991352435, nan, nan, 0.5658362989323843, 0.7120467354659392, 0.0, nan, nan, 0.0, 0.0, 0.296, nan, nan, nan, 0.8752894837615566, nan, nan, 0.9841428860554544, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.26455981941309253, nan, 0.6994670130335469, 0.8811332700221589, nan, nan, 0.8364921928704704, 0.0, 0.8464854977789391, nan, nan, 0.8048314606741573, 0.8328530259365994, nan, nan, 0.8792806880375293, nan, nan, nan, nan, nan, nan, 0.8090530697190427, 0.0, nan, 0.9719378322163161, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29494299912306343, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9194461925739459, 0.7012244897959183, nan, nan, nan, 0.9838087895142636, nan, nan, nan, 0.35930811566349263, 0.8245841995841996, 0.0, nan, 0.896140972632408, 0.8298039988180833, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9588924670495668, 0.9883361620246895, 0.9958754709498314, 0.9669620678327693, 0.26761177753544163, 0.9946860519491562, 0.9935674474140006, nan, 0.8137248335632862, nan, 0.9993047226712555, 0.9644360574829438, 0.9499454851818813, 0.8442167302926796, 0.6214338600166984, 0.9645495914273132, 0.9985363879515212, 0.8815122176118027, nan, 0.8355494316224595, 0.9376443418013857, nan, 0.9695086282538754, nan, nan, nan, nan, 0.9546388245607149, nan, nan, nan, nan, nan, 0.9017879161528977, nan, nan, 0.6262990278243379, 0.7136813867106893, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9739864453553021, nan, nan, 0.9901446737459403, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48469809760132343, nan, 0.736824722811984, 0.9738381698380921, nan, nan, 0.9391400220507167, nan, 0.8578616352201258, nan, nan, 0.8309262803781683, 0.8369533738777875, nan, nan, 0.8915490724591724, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9759073188842995, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31630094043887147, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9237091675447839, 0.7608503100088574, nan, nan, nan, 0.9843991085204868, nan, nan, nan, 0.3619005719313682, 0.8325898714248229, nan, nan, 0.91579476861167, 0.8492515498210775, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                |
| 0.0226        | 46.0  | 920  | 0.1802          | 0.6550   | 0.7666        | 0.9485           | [0.8863486599760974, 0.9805363874921352, 0.9624226087150931, 0.927956817415082, 0.23766260582283708, 0.9721395726264539, 0.9842704636345309, nan, 0.7638622845044863, nan, 0.8356341548477099, 0.8814399373940264, 0.9174901543888473, 0.7672822257319888, 0.6056844421714941, 0.9140533192009033, 0.9756086685097655, 0.606536366549183, nan, 0.8069687762622019, 0.45701608430393786, nan, 0.9278030038421237, nan, 0.0, nan, nan, 0.9152972027972028, nan, nan, nan, nan, nan, 0.6817827402301718, nan, nan, 0.5748679245283019, 0.7084127065849766, 0.0, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.8895966029723992, nan, nan, 0.9856348329973357, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36, nan, 0.6942655215602076, 0.8756982017474743, nan, nan, 0.8319443082655162, 0.0, 0.8388235294117647, nan, nan, 0.8142004906333631, 0.8077144502014968, nan, nan, 0.879245676182538, nan, nan, nan, nan, nan, nan, 0.8083188908145581, 0.0, nan, 0.9728299488720067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20588235294117646, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9252885624344176, 0.695829926410466, nan, nan, nan, 0.984319437898976, nan, nan, nan, 0.34076990376202976, 0.8141777430284076, 0.0, nan, 0.8965483331694365, 0.8380174238322587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9586058453127939, 0.9888623502040269, 0.9958853856831251, 0.9644817315109752, 0.2510359869138495, 0.9931131233261064, 0.9907829969182268, nan, 0.8119432574712335, nan, 0.999548069736316, 0.9809841776745536, 0.9409753196550699, 0.845958073806175, 0.6156839269679737, 0.9705191564319616, 0.9986185449687955, 0.8727524204702628, nan, 0.860006889424733, 0.9515011547344111, nan, 0.9711538461538461, nan, nan, nan, nan, 0.9589956954638824, nan, nan, nan, nan, nan, 0.898479243732018, nan, nan, 0.6383674153536708, 0.7098380107304993, nan, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.969238261434195, nan, nan, 0.9905519186324717, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.543424317617866, nan, 0.7322953526775183, 0.9720694279772202, nan, nan, 0.9355016538037486, nan, 0.8496524329692154, nan, nan, 0.8470216344759585, 0.8126267014190559, nan, nan, 0.8920247344220708, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.976887733791247, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21724137931034482, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9291886195995785, 0.7537643932683791, nan, nan, nan, 0.9846991256643237, nan, nan, nan, 0.3427188737351518, 0.8197323537129363, nan, nan, 0.9172032193158953, 0.8581220704601582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0467        | 47.0  | 940  | 0.1790          | 0.6530   | 0.7599        | 0.9478           | [0.8848748111924889, 0.9802108794142012, 0.9625696637451421, 0.9235741202470675, 0.23897816234033786, 0.9707916986933128, 0.9842853193772226, nan, 0.7387254590507656, nan, 0.838199070092845, 0.8732594120680763, 0.9178172095284395, 0.7678105071363498, 0.6285590089111063, 0.9129358986217742, 0.9755773478117411, 0.6252708784797466, nan, 0.8075606921487604, 0.48849878934624696, nan, 0.9270108886547243, nan, 0.0, nan, nan, 0.9177673411314388, nan, nan, nan, nan, nan, 0.693007092873804, nan, nan, 0.582583746898263, 0.709444158517756, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8862294351394511, nan, nan, 0.9831678287203324, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3541666666666667, nan, 0.7054180121994976, 0.8842831266545911, nan, nan, 0.82088814162793, 0.0, 0.8246970193252539, nan, nan, 0.8120166401429488, 0.803122289679098, nan, nan, 0.8796233324614178, nan, nan, nan, nan, nan, nan, 0.8221399612198131, 0.0, nan, 0.9717580715986041, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2566578870354112, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9152151101783841, 0.6601529311809685, nan, nan, nan, 0.959677764922655, nan, nan, nan, 0.31057422969187676, 0.8235446985446986, 0.0, nan, 0.8961026147015293, 0.7779531442663379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9607936876819052, 0.9888829850345892, 0.9957862383501884, 0.9625070589928801, 0.2529989094874591, 0.9933044254559368, 0.9914389945774006, nan, 0.7787228912434865, nan, 0.9996002155359719, 0.9831615619102918, 0.9356477351571018, 0.8466947960618847, 0.6378172308952567, 0.9658707246660468, 0.9986428877887287, 0.8646841862609498, nan, 0.8616947984843265, 0.9318706697459584, nan, 0.9649020181339573, nan, nan, nan, nan, 0.9536706310266777, nan, nan, nan, nan, nan, 0.8975339087546239, nan, nan, 0.629651357693597, 0.7111277342137846, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9684468974473439, nan, nan, 0.9948992577961943, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7420618070299599, 0.9868413380240627, nan, nan, 0.9151047409040793, nan, 0.8334326381992717, nan, nan, 0.843454556000232, 0.8045178105994787, nan, nan, 0.8886422493525712, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9757042743769434, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2749216300940439, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.919072708113804, 0.6882196634189548, nan, nan, nan, 0.9598834219098235, nan, nan, nan, 0.31218653761548615, 0.8315402781422199, nan, nan, 0.913682092555332, 0.7949700115921576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0289        | 48.0  | 960  | 0.1755          | 0.6434   | 0.7678        | 0.9485           | [0.8879402972208282, 0.9804285853204154, 0.9626280362423849, 0.924015665555307, 0.25945982535707035, 0.9715420113915104, 0.9842209072978304, nan, 0.7669830985208067, nan, 0.8452025586353945, 0.8809337506520605, 0.9231887569663194, 0.7665452337583485, 0.6498050863189159, 0.9163181860421894, 0.9756021428019335, 0.6084815756035579, nan, 0.8157018649600828, 0.4846335697399527, nan, 0.927919101438119, nan, 0.0, nan, nan, 0.9156484283758838, nan, nan, nan, nan, nan, 0.6875148181516431, nan, nan, 0.5725788245917677, 0.7125836335563561, 0.0, nan, nan, 0.0, 0.0, 0.27644444444444444, nan, nan, nan, 0.8769472971241328, nan, nan, 0.9832872442053396, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3542009884678748, nan, 0.7007348328703289, 0.887371003950368, nan, nan, 0.8121194549144679, 0.0, 0.8441116850846793, nan, nan, 0.7985780663942227, 0.8238685500144134, nan, nan, 0.8800229023526962, nan, nan, nan, nan, nan, nan, 0.8125862068965517, 0.0, nan, 0.9723319929746719, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.254416961130742, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9254918375889494, 0.6974317817014446, nan, nan, nan, 0.959340894500321, nan, nan, nan, 0.34219734079776065, 0.8429237947122862, 0.0, nan, 0.9033011977797254, 0.7319409470201945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9575080508615251, 0.9882175117489567, 0.995614382973098, 0.9605286954981157, 0.2786623046165031, 0.993431960209157, 0.9914484333926405, nan, 0.8181988667568617, nan, 0.9990787575394136, 0.980548700827406, 0.9440975319655069, 0.8455562253030607, 0.66173065108146, 0.9649655037432109, 0.9985881164438791, 0.8831258644536653, nan, 0.8693420599379952, 0.9468822170900693, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9539846397404195, nan, nan, nan, nan, nan, 0.8938964241676942, nan, nan, 0.637696949379819, 0.7142746595130004, nan, nan, nan, 0.0, nan, 0.27644444444444444, nan, nan, nan, 0.9720587638488698, nan, nan, 0.9955406684924812, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.533498759305211, nan, 0.737862703467799, 0.9910979805244028, nan, nan, 0.9264608599779492, nan, 0.854617676266137, nan, nan, 0.8273882025404559, 0.827686070083985, nan, nan, 0.8935574229691877, nan, nan, nan, nan, nan, nan, 0.9833089922804089, 0.0, nan, 0.9763482155288439, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.270846394984326, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9319283456269758, 0.7697077059344553, nan, nan, nan, 0.9606977541573805, nan, nan, nan, 0.3442146942366916, 0.853319338756232, nan, nan, 0.9331991951710261, 0.747139761100751, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               |
| 0.0698        | 49.0  | 980  | 0.1808          | 0.6530   | 0.7598        | 0.9475           | [0.8836093435122588, 0.9804777228102666, 0.9630128010483755, 0.9264641736262568, 0.25807765408634264, 0.9646736330097487, 0.9843381208549301, nan, 0.7410276238891494, nan, 0.8519160922096213, 0.8865562913907284, 0.9246598722387478, 0.7613580550098232, 0.5897408005967181, 0.9200290377725219, 0.9756745907854244, 0.6028585193512125, nan, 0.8111531554643406, 0.47147147147147145, nan, 0.9273733235283819, nan, 0.0, nan, nan, 0.9204096231316592, nan, nan, nan, nan, nan, 0.6858995598049888, nan, nan, 0.569060773480663, 0.7124880986078588, 0.0, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.8774578136463683, nan, nan, 0.9864355765637467, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36174365647365, nan, 0.7092357257920172, 0.893556627873971, nan, nan, 0.8244837758112095, 0.0, 0.8723861637678327, nan, nan, 0.8035749251727321, 0.827466820542412, nan, nan, 0.8793778380917584, nan, nan, nan, nan, nan, nan, 0.8146664344190907, 0.0, nan, 0.9714647296430491, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22696694940040948, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9109243697478991, 0.6935749588138386, nan, nan, nan, 0.9762108505904501, nan, nan, nan, 0.3577420482348829, 0.8325557283566615, 0.0, nan, 0.9054682955206516, 0.7089633362980532, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9602713499994466, 0.9886817954366072, 0.9957465794170137, 0.9642639638874843, 0.27640857869865504, 0.9948773540789865, 0.9939450000235971, nan, 0.7829959948026202, nan, 0.9988701743407902, 0.9716214254608797, 0.9397363465160076, 0.8305538811867926, 0.5978512578963122, 0.9611978274697852, 0.9984633594917219, 0.8653757491931766, nan, 0.8713399931105753, 0.9064665127020786, nan, 0.968229014331676, nan, nan, nan, nan, 0.9595713781057424, nan, nan, nan, nan, nan, 0.893403205918619, nan, nan, 0.6128897083473014, 0.7141972761040033, nan, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.9707195324865062, nan, nan, 0.9943494771993769, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7478178815758434, 0.9789889016307411, nan, nan, 0.9244762954796031, nan, 0.8865938430983118, nan, nan, 0.833101328229221, 0.8305821025195482, nan, nan, 0.8904391945457428, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9752575764607602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2432601880877743, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9138040042149631, 0.745792736935341, nan, nan, nan, 0.9778844505400308, nan, nan, nan, 0.36022877254729435, 0.842823405930202, nan, nan, 0.9395372233400402, 0.7231490348268736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0359        | 50.0  | 1000 | 0.1795          | 0.6513   | 0.7613        | 0.9477           | [0.887635762906059, 0.9803369062717342, 0.9621567068126871, 0.9282024113863516, 0.2625996486961221, 0.9710797849149833, 0.9844573173301614, nan, 0.7411390795830155, nan, 0.8340539128920872, 0.8857443036312299, 0.9277117275796272, 0.7666971637694419, 0.6721950615755925, 0.9064881142492129, 0.9756304219858367, 0.5871698113207547, nan, 0.8126492786853922, 0.46215139442231074, nan, 0.9262022345977374, nan, 0.0, nan, nan, 0.9216708542713568, nan, nan, nan, nan, nan, 0.6872916011324316, nan, nan, 0.5742199567500772, 0.7096815712925065, 0.0, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.8749748596712559, nan, nan, 0.9818095746502422, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3527180783817952, nan, 0.694221544806563, 0.8944710260499734, nan, nan, 0.825626959247649, 0.0, 0.8604954367666232, nan, nan, 0.80206381610224, 0.8233766233766234, nan, nan, 0.8777916927572532, nan, nan, nan, nan, nan, nan, 0.8151055293912437, 0.0, nan, 0.9701870390493145, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26521106259097527, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.917016806722689, 0.6953376205787781, nan, nan, nan, 0.966294059702771, nan, nan, nan, 0.3131675713535283, 0.8313878080415046, 0.0, nan, 0.9081893165750197, 0.5986188394276629, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9585106736164138, 0.988919095988073, 0.9956309075285875, 0.9635516053903024, 0.28258814976372226, 0.9942184245206819, 0.9921233086822941, nan, 0.7809197219133859, nan, 0.9992525768715996, 0.9790245318623894, 0.9397115670532263, 0.8418726140245127, 0.6844468249342303, 0.9721338748348584, 0.9985576879189627, 0.896726602120793, nan, 0.879021701687909, 0.9376443418013857, nan, 0.966803158818368, nan, nan, nan, nan, 0.9598853868194842, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6231143144485417, 0.7111277342137846, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.971044194634958, nan, nan, 0.9924252451105161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7306440198159944, 0.9810686310715466, nan, nan, 0.9292171995589856, nan, 0.8738828202581926, nan, nan, 0.8317672988805753, 0.8262380538662033, nan, nan, 0.8890650599862586, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9737666496496032, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2855799373040752, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9199157007376185, 0.7661647475642162, nan, nan, nan, 0.966998114177953, nan, nan, nan, 0.3147382314122305, 0.8409866176856469, nan, nan, 0.9304828973843058, 0.6072778589788821, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0349        | 51.0  | 1020 | 0.1808          | 0.6503   | 0.7594        | 0.9480           | [0.8873347886810535, 0.9809139798701332, 0.962437723556464, 0.9305045733275169, 0.252868068833652, 0.9635274007867043, 0.9845916722884341, nan, 0.7470188469506341, nan, 0.8458447999293609, 0.8858177031918394, 0.9256909501932473, 0.7788987480247964, 0.632703037817731, 0.9061435397946819, 0.9757144853713005, 0.5942325874566656, nan, 0.8157980138897903, 0.4624505928853755, nan, 0.9289661443760493, nan, 0.0, nan, nan, 0.9204216205415127, nan, nan, nan, nan, nan, 0.6900562733817474, nan, nan, 0.5748902132998746, 0.7117671282236063, 0.0, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.877752133934132, nan, nan, 0.9876129997775396, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33505154639175255, nan, 0.6967312620835394, 0.8902073467071072, nan, nan, 0.8177479057081629, 0.0, 0.858735332464146, nan, nan, 0.8007681094415788, 0.8225806451612904, nan, nan, 0.8754835337166754, nan, nan, nan, nan, nan, nan, 0.8194444444444444, 0.0, nan, 0.9712778191947387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24456202233980012, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9218357082984073, 0.6786310517529215, nan, nan, nan, 0.9806951459635305, nan, nan, nan, 0.26807281638368635, 0.8316883116883117, 0.0, nan, 0.9084231145935358, 0.657987228355032, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9590164115843874, 0.9889294134033542, 0.9959630510939256, 0.9683867848271331, 0.2692111959287532, 0.9944734940271224, 0.9918637412631967, nan, 0.7921583861331761, nan, 0.9990439936729764, 0.9769197271011758, 0.9436515016354445, 0.8583484026522001, 0.6430788134658706, 0.9696139355091256, 0.9984329309668055, 0.8692946058091287, nan, 0.8659317946951429, 0.9457274826789839, nan, 0.9710807253582919, nan, nan, nan, nan, 0.9642684251154636, nan, nan, nan, nan, nan, 0.9021783806000822, nan, nan, 0.6143982567884679, 0.7133460586050351, nan, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.9723631346130434, nan, nan, 0.9943800205658667, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4838709677419355, nan, 0.7311158292050012, 0.9755097280802348, nan, nan, 0.9255788313120177, nan, 0.8720953326713009, nan, nan, 0.8284032248709472, 0.8271068635968722, nan, nan, 0.8851540616246498, nan, nan, nan, nan, nan, nan, 0.9724598372626747, 0.0, nan, 0.9750023205086555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2608150470219436, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7201062887511072, nan, nan, nan, 0.9819561117778158, nan, nan, nan, 0.2695116586009679, 0.8401994227236945, nan, nan, 0.9330985915492958, 0.6699259109923895, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0192        | 52.0  | 1040 | 0.1796          | 0.6528   | 0.7603        | 0.9494           | [0.8899294776744382, 0.9816788892698679, 0.962967936666283, 0.9319291462641756, 0.25102599179206564, 0.9706554244891178, 0.9837809752946574, nan, 0.73683809620536, nan, 0.8323029030623326, 0.8862188956732979, 0.9282185482293094, 0.7780221122716999, 0.7094712015888779, 0.8905060154102645, 0.9755361770929929, 0.5946428571428571, nan, 0.805425810992386, 0.4556048834628191, nan, 0.9275550259357914, nan, 0.0, nan, nan, 0.9192478572237676, nan, nan, nan, nan, nan, 0.6836607615430119, nan, nan, 0.5575337186897881, 0.7126978000771903, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8799228154001654, nan, nan, 0.9886473918317833, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35398813447593935, nan, 0.7109121986326017, 0.8893073493098363, nan, nan, 0.8270365997638724, 0.0, 0.8478303425774878, nan, nan, 0.8011024988107563, 0.8120127057464626, nan, nan, 0.8737228189677757, nan, nan, nan, nan, nan, nan, 0.824780316344464, 0.0, nan, 0.9722387490685598, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2649448636099826, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9136735979836169, 0.634417808219178, nan, nan, nan, 0.9822736030828516, nan, nan, nan, 0.2751248576185052, 0.8166189111747851, 0.0, nan, 0.9100492610837438, 0.7561143984220907, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9584121819771366, 0.9895587757355028, 0.9953532949963646, 0.9715204240193998, 0.2668120683387859, 0.9934744717935637, 0.9918920577089164, nan, 0.7774637322009832, nan, 0.9991656672055066, 0.9796777471331107, 0.9404549509366636, 0.8530573973611948, 0.7203012019723058, 0.9670205998923521, 0.9987402590684611, 0.8443983402489627, nan, 0.8672407853944195, 0.9480369515011547, nan, 0.9675709271716876, nan, nan, nan, nan, 0.9555939343983462, nan, nan, nan, nan, nan, 0.9025277435265104, nan, nan, 0.6062688568555146, 0.714481015270326, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9715717706261922, nan, nan, 0.9956832042027672, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7456947393253126, 0.9730023907170208, nan, nan, 0.9267916207276736, nan, 0.8601787487586892, nan, nan, 0.8302592657038455, 0.8143643208803939, nan, nan, 0.881295914592252, nan, nan, nan, nan, nan, nan, 0.9791362403505112, 0.0, nan, 0.9764294333317863, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.916754478398314, 0.6563330380868024, nan, nan, nan, 0.9832418995371164, nan, nan, nan, 0.27628684557853056, 0.8226187352400944, nan, nan, 0.9292756539235413, 0.7728441106799052, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0237        | 53.0  | 1060 | 0.1803          | 0.6513   | 0.7608        | 0.9485           | [0.8891086673567483, 0.9816291392085925, 0.9622764118604098, 0.9342977997369637, 0.2515821708063967, 0.9685945273631841, 0.9836941743476263, nan, 0.7383250981882681, nan, 0.8508629111038749, 0.890434552199258, 0.9241884258249085, 0.767355717528976, 0.6700728121570022, 0.9093206515496128, 0.9756822006434004, 0.6005113454777884, nan, 0.8116438356164384, 0.43020238713025427, nan, 0.9286289616529505, nan, 0.0, nan, nan, 0.9179641847313855, nan, nan, nan, nan, nan, 0.6826221707416336, nan, nan, 0.5685159921176293, 0.7108365508365508, 0.0, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.8773947763654346, nan, nan, 0.9807927044558101, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35251798561151076, nan, 0.6892812331959133, 0.8903591682419659, nan, nan, 0.8367306353783435, 0.0, 0.8723321186881833, nan, nan, 0.7986381595538992, 0.825735718407386, nan, nan, 0.8775149467117235, nan, nan, nan, nan, nan, nan, 0.8084815321477428, 0.0, nan, 0.9721450238335981, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17723718505647262, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9243820695433599, 0.6713810316139767, nan, nan, nan, 0.9727634790801251, nan, nan, nan, 0.26900175131348514, 0.8309529992209815, 0.0, nan, 0.9049671793866954, 0.6818271702590468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9600500204729812, 0.9882071943336755, 0.9959217397052019, 0.9701584536284146, 0.2687749909123955, 0.9931768907027165, 0.9902261068190721, nan, 0.7806250251162044, nan, 0.9992178130051624, 0.975613296559733, 0.9445931212211319, 0.8602236956667336, 0.6828242410876038, 0.9683417331310857, 0.9985394308040129, 0.8662978331028124, nan, 0.8735446090251464, 0.9572748267898383, nan, 0.9694720678560983, nan, nan, nan, nan, 0.9557247713624053, nan, nan, nan, nan, nan, 0.8962186600904234, nan, nan, 0.6286456587328193, 0.7123400742880727, nan, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.9720384724645915, nan, nan, 0.9898596023253683, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7257372021703232, 0.9703978697350775, nan, nan, 0.9277839029768468, nan, 0.8875206885137372, nan, nan, 0.8265471840380488, 0.8288444830582102, nan, nan, 0.8920775857512816, nan, nan, nan, nan, nan, nan, 0.9864385562278323, 0.0, nan, 0.9760871583051005, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19184952978056427, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.930031612223393, 0.7147918511957484, nan, nan, nan, 0.9735556317503857, nan, nan, nan, 0.27030356357237134, 0.8396746260823931, nan, nan, 0.9292756539235413, 0.6951262537170505, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0614        | 54.0  | 1080 | 0.1883          | 0.6508   | 0.7568        | 0.9468           | [0.8824055702304293, 0.9803490653511401, 0.9614253451399699, 0.9310131110150943, 0.25537414965986394, 0.9694586800008299, 0.9841171877556937, nan, 0.7228353464717101, nan, 0.851965984177309, 0.8870763699314202, 0.9239811721093578, 0.7647271849348141, 0.5655964443339342, 0.9194539887338429, 0.9757041195940179, 0.6017357762777242, nan, 0.8085814921549792, 0.47769953051643194, nan, 0.9277383545282091, nan, 0.0, nan, nan, 0.9173396254984101, nan, nan, nan, nan, nan, 0.6932374833004644, nan, nan, 0.5626994984040128, 0.7063093675187273, 0.0, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.8729689268631102, nan, nan, 0.9779581899760568, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3333333333333333, nan, 0.6860507082919787, 0.8926620587247432, nan, nan, 0.8399149453219927, 0.0, 0.860742965332637, nan, nan, 0.7879923903312444, 0.8076036866359447, nan, nan, 0.8743739565943238, nan, nan, nan, nan, nan, nan, 0.8253718285214349, 0.0, nan, 0.9695745406414547, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2066259808195292, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9068936527952921, 0.6741479634247715, nan, nan, nan, 0.9526992287917738, nan, nan, nan, 0.30284215128989944, 0.8266286010900596, 0.0, nan, 0.903740157480315, 0.781592187037585, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9626572822947446, 0.9872270398819688, 0.9961101196377817, 0.9702802558585027, 0.27291893856779353, 0.9931768907027165, 0.9933503546634826, nan, 0.7615367098442125, nan, 0.9995654516695347, 0.966976339091305, 0.9387947269303202, 0.8485700890764182, 0.5733392145433923, 0.9623966335567843, 0.9983629453594978, 0.8630705394190872, nan, 0.8698587667929728, 0.9399538106235565, nan, 0.9655235448961684, nan, nan, nan, nan, 0.9511978124059609, nan, nan, nan, nan, nan, 0.8957665433621044, nan, nan, 0.6205162587998659, 0.7077486586875774, nan, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.9702528306481069, nan, nan, 0.9897170666150823, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4143920595533499, nan, 0.7174805378627035, 0.9814962389939552, nan, nan, 0.9145534729878722, nan, 0.8728235683548494, nan, nan, 0.8168319703033466, 0.8120474949319433, nan, nan, 0.885788277575181, nan, nan, nan, nan, nan, nan, 0.9841435426663885, 0.0, nan, 0.9731575161275352, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22288401253918494, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9093782929399368, 0.7183348095659876, nan, nan, nan, 0.953025887193554, nan, nan, nan, 0.3047074351077871, 0.8357386512726318, nan, nan, 0.9237424547283702, 0.7986492616299582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0101        | 55.0  | 1100 | 0.1924          | 0.6495   | 0.7569        | 0.9457           | [0.8778990512426279, 0.979830599554748, 0.9609781444455778, 0.9302440270494653, 0.23685294521488398, 0.9692355500310752, 0.9843375748502994, nan, 0.7305343223060359, nan, 0.8449679619070013, 0.8868036740897377, 0.9237397778591481, 0.7621790550891598, 0.5129380429564706, 0.9181010420543357, 0.975677219029944, 0.600441153300772, nan, 0.8082563824008691, 0.4939540507859734, nan, 0.9270880597535862, nan, 0.0, nan, nan, 0.9205477738869434, nan, nan, nan, nan, nan, 0.6893716132712235, nan, nan, 0.565530039434006, 0.7080673393739704, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8742959549411162, nan, nan, 0.9841589339989131, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34055517941773866, nan, 0.6820094922539626, 0.8901497241922773, nan, nan, 0.8285742811501597, 0.0, 0.847174993460633, nan, nan, 0.7951212673489415, 0.8292050691244239, nan, nan, 0.8769351055512119, nan, nan, nan, nan, nan, nan, 0.8031896844248388, 0.0, nan, 0.9699598347155199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21484488257465933, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220452640402347, 0.6652754590984975, nan, nan, nan, 0.9595717344753747, nan, nan, nan, 0.2800630141781901, 0.8348909657320872, 0.0, nan, 0.8970415360501567, 0.8085997143279319, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9585637927027655, 0.9876552126161354, 0.9962819750148721, 0.9677482458633379, 0.25081788440567065, 0.994452238234919, 0.9930199961300857, nan, 0.777075268241062, nan, 0.99937425040413, 0.9740165481201916, 0.937679651105164, 0.8330319469559976, 0.5218103624820807, 0.9656750012232715, 0.9982077598824242, 0.8785154449054864, nan, 0.8713744402342405, 0.9434180138568129, nan, 0.971117285756069, nan, nan, nan, nan, 0.9630516413497141, nan, nan, nan, nan, nan, 0.8941430332922318, nan, nan, 0.6129735165940329, 0.709528477094511, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9701310823424374, nan, nan, 0.9955915741032977, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7186600613352205, 0.9880075414488134, nan, nan, 0.9149944873208379, nan, 0.8576630254882489, nan, nan, 0.8224000928020416, 0.8337677381986678, nan, nan, 0.8891707626446805, nan, nan, nan, nan, nan, nan, 0.9876903818068016, 0.0, nan, 0.9736680280317446, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2322884012539185, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9272918861959958, 0.7059344552701505, nan, nan, nan, 0.9603120178295903, nan, nan, nan, 0.28156621205455346, 0.843872999212805, nan, nan, 0.9212273641851106, 0.8274280530215211, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0207        | 56.0  | 1120 | 0.1868          | 0.6532   | 0.7624        | 0.9479           | [0.8853785124068325, 0.980024936891269, 0.9623335165397003, 0.9324313781119228, 0.25582026742686487, 0.9705668529173503, 0.9846333816854617, nan, 0.7214831910927375, nan, 0.8404468424207864, 0.8880344713291349, 0.9226547512081401, 0.7647309471633796, 0.6366003751181932, 0.9137648929550849, 0.9754816736655344, 0.5934065934065934, nan, 0.8103714671988669, 0.4681217690982194, nan, 0.9293543174313216, nan, 0.0, nan, nan, 0.9196622922354896, nan, nan, nan, nan, nan, 0.6896111268804995, nan, nan, 0.5628199162401116, 0.7074451652764906, 0.0, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.8708821658944308, nan, nan, 0.9877166023009888, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34903381642512077, nan, 0.694848975188781, 0.8917892070639555, nan, nan, 0.8226470588235294, 0.0, 0.8662843737781832, nan, nan, 0.7948079559123843, 0.8435432844406098, nan, nan, 0.8721313189398295, nan, nan, nan, nan, nan, nan, 0.8129421915444348, 0.0, nan, 0.9712233541549894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23995306541507774, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9163338238385537, 0.6911037891268533, nan, nan, nan, 0.9752204057177095, nan, nan, nan, 0.3256443861948449, 0.8365758754863813, 0.0, nan, 0.9027736649886487, 0.7447448929241094, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               | [0.9584531279395327, 0.9893627448451614, 0.9952954590521514, 0.9704574227386309, 0.27400945110868774, 0.9931981464949199, 0.9930860678367651, nan, 0.762112708129613, nan, 0.9990961394726321, 0.9722746407316011, 0.9414709089106948, 0.8414037907708793, 0.6469698640495282, 0.9700787786857171, 0.9987646018883942, 0.8713692946058091, nan, 0.8672063382707544, 0.941108545034642, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9563135377006712, nan, nan, nan, nan, nan, 0.8987053020961776, nan, nan, 0.6081964465303386, 0.7088320264135369, nan, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.9725457570715474, nan, nan, 0.9946854542307653, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47808105872622003, nan, 0.7293701344656759, 0.9854418939143618, nan, nan, 0.9251378169790518, nan, 0.8801059251903344, nan, nan, 0.8239661272547996, 0.8494063133507095, nan, nan, 0.8817187252259394, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9750603332250429, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2564263322884012, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9186512118018967, 0.7431355181576617, nan, nan, nan, 0.976641522372707, nan, nan, nan, 0.32793664760228775, 0.8462345840986618, nan, nan, 0.9201207243460765, 0.7606975454866186, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0274        | 57.0  | 1140 | 0.1834          | 0.6533   | 0.7612        | 0.9486           | [0.8881959683070675, 0.9797675441737689, 0.9614714609322655, 0.9322679896517583, 0.24430613501128515, 0.9669500113751526, 0.984646657673861, nan, 0.736616567015131, nan, 0.8481593507930653, 0.8834504960252283, 0.9215160236086044, 0.7677165354330708, 0.6491160049627791, 0.9055209953343701, 0.9756109162256972, 0.5977122603512164, nan, 0.8059677471271768, 0.47941176470588237, nan, 0.9283107586497298, nan, 0.0, nan, nan, 0.9217867943548387, nan, nan, nan, nan, nan, 0.6861524469603124, nan, nan, 0.5680213400282441, 0.7095279765275132, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8760162601626016, nan, nan, 0.9861873704433995, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34690265486725663, nan, 0.6882352941176471, 0.8908746324701549, nan, nan, 0.8296237935788852, 0.0, 0.8570683019114097, nan, nan, 0.7982429143001035, 0.8336690647482015, nan, nan, 0.8719276226336158, nan, nan, nan, nan, nan, nan, 0.8310882665721375, 0.0, nan, 0.9701218243602487, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1896755162241888, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.915126050420168, 0.6895127993393889, nan, nan, nan, 0.9772260273972603, nan, nan, nan, 0.3120846449807625, 0.8356661482633488, 0.0, nan, 0.9007029007029007, 0.7747583349773131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9608091807487578, 0.9880111634433342, 0.995948178993985, 0.9696232620113608, 0.25968738640494365, 0.993772052884411, 0.9921421863127741, nan, 0.7805848391893159, nan, 0.9991830491387252, 0.9759761939323559, 0.936267221726633, 0.8489049628290135, 0.6593519116558232, 0.9686597837255957, 0.9985911592963708, 0.855232826187183, nan, 0.8625215294522908, 0.941108545034642, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9571116431814316, nan, nan, nan, nan, nan, 0.8992601726263871, nan, nan, 0.6067717063359035, 0.7111019397441188, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9929546634630069, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48635235732009924, nan, 0.7231422505307855, 0.9776088942447861, nan, nan, 0.9287761852260198, nan, 0.8697782191327375, nan, nan, 0.8273882025404559, 0.8389805965826818, nan, nan, 0.8811902119338302, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9738362649092681, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20156739811912225, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9180189673340359, 0.7395925597874224, nan, nan, nan, 0.9783987656437511, nan, nan, nan, 0.31403431588209413, 0.845972185778011, nan, nan, 0.9152917505030181, 0.7917443677234011, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0311        | 58.0  | 1160 | 0.1862          | 0.6518   | 0.7609        | 0.9480           | [0.8874380375029165, 0.9793794920326367, 0.9609582808064935, 0.9319691480990493, 0.2307321108506825, 0.9703879059722569, 0.9838250444881521, nan, 0.7394069671872037, nan, 0.8430691182076772, 0.8837468819745307, 0.9227914245250769, 0.7624779621861512, 0.6389430969860298, 0.9037020109689214, 0.9757002676181981, 0.5988242770892914, nan, 0.8022559041240748, 0.44176060118089105, nan, 0.9276691045246177, nan, 0.0, nan, nan, 0.9227264718467618, nan, nan, nan, nan, nan, 0.6838909096585853, nan, nan, 0.568059351815697, 0.7084909788175945, 0.0, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.8758608058608058, nan, nan, 0.9816657620167661, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3446153846153846, nan, 0.6855642337732292, 0.8867415492585212, nan, nan, 0.8340105044098702, 0.0, 0.8403267973856209, nan, nan, 0.7939110725578532, 0.8338133640552995, nan, nan, 0.8769801850786846, nan, nan, nan, nan, nan, nan, 0.815994460792799, 0.0, nan, 0.9689949365332593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2646887725421757, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208315833683326, 0.6540404040404041, nan, nan, nan, 0.9563113033794491, nan, nan, nan, 0.29216630196936544, 0.8368831168831169, 0.0, nan, 0.8999901273570935, 0.7769560715870434, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9596936799353718, 0.9876552126161354, 0.9963645977923193, 0.9704648046919695, 0.24332969829153037, 0.9932831696637333, 0.9914814692459802, nan, 0.7833040869087645, nan, 0.9994437781370044, 0.9771374655247496, 0.936465457428883, 0.8399973210099793, 0.649884213676964, 0.9675099084992905, 0.9984451023767721, 0.8688335638543108, nan, 0.8624181880812952, 0.9503464203233256, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9592704530884065, nan, nan, nan, nan, nan, 0.9002877106452939, nan, nan, 0.6096211867247737, 0.710044366487825, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9943087527107238, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46319272125723737, nan, 0.7205944798301486, 0.9774339637310735, nan, nan, 0.9278941565600882, nan, 0.8511751075802715, nan, nan, 0.8228061017342382, 0.838401390095569, nan, nan, 0.886528196184134, nan, nan, nan, nan, nan, nan, 0.9835176298769038, 0.0, nan, 0.9725251775189121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2852664576802508, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9241306638566913, 0.6882196634189548, nan, nan, nan, 0.9569261100634322, nan, nan, nan, 0.29370875494940607, 0.8454473891367095, nan, nan, 0.917102615694165, 0.7942644019958671, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0248        | 59.0  | 1180 | 0.1950          | 0.6512   | 0.7588        | 0.9461           | [0.8795404754135904, 0.9795725267362585, 0.9616333513128792, 0.9302774726248273, 0.26025910601641455, 0.967562979983026, 0.9839629215637672, nan, 0.7263909964592817, nan, 0.8624414836154123, 0.8888594515829912, 0.9181268226844376, 0.766388411490302, 0.5293981051458294, 0.9146420472951086, 0.9756642167356453, 0.5976519117880374, nan, 0.8031804637906464, 0.4556048834628191, nan, 0.9280812324929972, nan, 0.0, nan, nan, 0.9202850451488471, nan, nan, nan, nan, nan, 0.6861574425069497, nan, nan, 0.5689332501559575, 0.7083354785563507, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8773222587699149, nan, nan, 0.9756954553211995, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3488210818307906, nan, 0.6899734365854757, 0.8890928344511119, nan, nan, 0.8305000988337616, 0.0, 0.8616938110749186, nan, nan, 0.7938935574229692, 0.8482142857142857, nan, nan, 0.8778141735558675, nan, nan, nan, nan, nan, nan, 0.813969571230982, 0.0, nan, 0.9696640447555034, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27990775439607957, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9180155560227033, 0.6791666666666667, nan, nan, nan, 0.9492852863134469, nan, nan, nan, 0.2549242755843474, 0.8375779625779626, 0.0, nan, 0.9038405159777192, 0.797160743333169, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9605380520788376, 0.9880317982738964, 0.9957631039725031, 0.9689367403508642, 0.2789531079607416, 0.9935382391701739, 0.9929067303472068, nan, 0.7694667327501908, nan, 0.9991135214058507, 0.9740165481201916, 0.9439488551888195, 0.8362467349809122, 0.5387135903212086, 0.9670939961833929, 0.9985150879840798, 0.8683725218994929, nan, 0.854254219772649, 0.9480369515011547, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9614161792989755, nan, nan, nan, nan, nan, 0.8927661323468968, nan, nan, 0.6114649681528662, 0.7097606273215022, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9687715595957956, nan, nan, 0.9895032630496533, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7230478886529842, 0.9791443954207079, nan, nan, 0.9264608599779492, nan, 0.8756703078450844, nan, nan, 0.8219360825938171, 0.8528815522733855, nan, nan, 0.8922889910681253, nan, nan, nan, nan, nan, nan, 0.9822658042979345, 0.0, nan, 0.9733373555483362, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30438871473354234, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9203371970495258, 0.7218777679362267, nan, nan, nan, 0.9506686096348362, nan, nan, nan, 0.25622525296964366, 0.8457097874573603, nan, nan, 0.9304828973843058, 0.8150798850864371, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0075        | 60.0  | 1200 | 0.1923          | 0.6393   | 0.7590        | 0.9470           | [0.8831804929332113, 0.9799284731211403, 0.961429562692912, 0.9284269988617323, 0.25270095807569476, 0.9638588972224512, 0.9840020968579893, nan, 0.7280044618524293, nan, 0.8513423464779138, 0.8888888888888888, 0.9184823169704119, 0.7638939782582143, 0.6057095060332409, 0.8993493197433681, 0.9756702355078388, 0.5977948226270374, nan, 0.801490780698313, 0.46231721034870643, nan, 0.9287322358238357, nan, 0.0, nan, nan, 0.9193641691189416, nan, nan, nan, nan, nan, 0.6882403108120914, nan, nan, 0.5555213306637917, 0.7065698692204716, 0.0, nan, nan, 0.0, 0.0, 0.2408888888888889, nan, nan, nan, 0.8764001615924198, nan, nan, 0.9750916855061542, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34826883910386963, nan, 0.6941799892222023, 0.8964120882035684, nan, nan, 0.8302092631161361, 0.0, 0.8758616204968136, nan, nan, 0.7932634521313766, 0.8419689119170984, nan, nan, 0.8724292723666354, nan, nan, nan, nan, nan, nan, 0.8223626470071967, 0.0, nan, 0.9688616316574374, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21132075471698114, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8992427429533025, 0.6938435940099834, nan, nan, nan, 0.9480491669878796, nan, nan, nan, 0.3054195804195804, 0.8455158113011924, 0.0, nan, 0.9049306170652495, 0.7910749506903353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9594192313225546, 0.988036956981537, 0.9959762707383172, 0.9693944214578619, 0.270374409305707, 0.9943034476894954, 0.9921846609813536, nan, 0.7693327796605629, nan, 0.9993221046044741, 0.9754681376106837, 0.9453612845673506, 0.8377201794923314, 0.6160147450337907, 0.9671184616137398, 0.9985242165415548, 0.8623789764868603, nan, 0.8445056837754048, 0.9491916859122402, nan, 0.9652676221117286, nan, nan, nan, nan, 0.9564967094503539, nan, nan, nan, nan, nan, 0.895561035758323, nan, nan, 0.604592691920885, 0.707955014444903, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9684468974473439, nan, nan, 0.9880371814581403, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42431761786600497, nan, 0.7293229535267752, 0.9853058368481409, nan, nan, 0.9229327453142228, nan, 0.8916914928831513, nan, nan, 0.8230091062003364, 0.8470894874022589, nan, nan, 0.8833571164314783, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9723801457279435, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22821316614420062, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9009483667017913, 0.7387068201948627, nan, nan, nan, 0.9487399279958855, nan, nan, nan, 0.30743510778706556, 0.8559433219627395, nan, nan, 0.9250503018108652, 0.8085781966634746, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0128        | 61.0  | 1220 | 0.1924          | 0.6385   | 0.7598        | 0.9471           | [0.8845901230759488, 0.9796972240419259, 0.9609740002008446, 0.9285337524736001, 0.24921672796621713, 0.9673895050488329, 0.9839452867347463, nan, 0.7344610592689196, nan, 0.8404127810097348, 0.8895391367959035, 0.9181892489662468, 0.766587749650944, 0.6284746391943942, 0.8928322268482053, 0.9757658485521663, 0.5918399495904222, nan, 0.801305270027737, 0.45955056179775283, nan, 0.9266879674168744, nan, 0.0, nan, nan, 0.9175580221997982, nan, nan, nan, nan, nan, 0.6861441788499795, nan, nan, 0.5483139271132618, 0.7068197616044075, 0.0, nan, nan, 0.0, 0.0, 0.25066666666666665, nan, nan, nan, 0.8742676138860407, nan, nan, 0.9771578957942001, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34369173399627095, nan, 0.6820603105814373, 0.8959259259259259, nan, nan, 0.8334828101644245, 0.0, 0.8773296967335541, nan, nan, 0.7908412729457126, 0.8311239193083574, nan, nan, 0.8711227154046998, nan, nan, nan, nan, nan, nan, 0.81991599579979, 0.0, nan, 0.9686748520162782, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20963503649635037, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.907465825446898, 0.6908646003262643, nan, nan, nan, 0.9520322069467643, nan, nan, nan, 0.3122484689413823, 0.8338094001558037, 0.0, nan, 0.9036085022244191, 0.7738324209695714, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9583612761860496, 0.9875056100945591, 0.9962125718818163, 0.9681247254836102, 0.2660123591421301, 0.9937507970922076, 0.9926660405585891, nan, 0.7770216870052108, nan, 0.9993916323373485, 0.970823051241109, 0.9464020220041629, 0.8457571495546179, 0.6400384379085997, 0.9706170181533493, 0.9983964167369058, 0.8660673121254034, nan, 0.8458835687220118, 0.9445727482678984, nan, 0.9649385785317344, nan, nan, nan, nan, 0.951760411351415, nan, nan, nan, nan, nan, 0.8931154952733251, nan, nan, 0.6077774052966812, 0.7081871646718944, nan, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.968893307901465, nan, nan, 0.9904093829221857, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7128568058504364, 0.9873661295652005, nan, nan, 0.9221609702315325, nan, 0.8944058258854684, nan, nan, 0.8208630589872977, 0.8352157544164495, nan, nan, 0.8816658738967285, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9721364923191164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22507836990595612, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9093782929399368, 0.75022143489814, nan, nan, nan, 0.9527258700497171, nan, nan, nan, 0.31403431588209413, 0.8425610076095513, nan, nan, 0.9195171026156942, 0.7908371553853133, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.02          | 62.0  | 1240 | 0.1989          | 0.6256   | 0.7582        | 0.9453           | [0.8782824658862393, 0.979638738605013, 0.9610453381629419, 0.9285833365848122, 0.26120211181805875, 0.9680185591780935, 0.9841590832490731, nan, 0.7242763949585154, nan, 0.8509123736514185, 0.8935120357404814, 0.9182442821449164, 0.7711127220007249, 0.5263313104347421, 0.9092330329225676, 0.9757620097011441, 0.5987230646448524, nan, 0.8026486626850169, 0.46292134831460674, nan, 0.9278191265271731, nan, 0.0, nan, nan, 0.9162642724209044, nan, nan, nan, nan, nan, 0.6817649664599418, nan, nan, 0.5542459957691145, 0.7063790351644957, 0.0, 0.0, nan, 0.0, 0.0, 0.2737777777777778, nan, nan, nan, 0.8727491873333577, nan, nan, 0.9745871670215758, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.341644204851752, nan, 0.6791419649726207, 0.8905936939786987, nan, nan, 0.8302652414885194, 0.0, 0.8632911392405064, nan, nan, 0.7861765612304934, 0.824985607369027, nan, nan, 0.8704447109118398, nan, nan, nan, nan, nan, nan, 0.8264144333508495, 0.0, nan, 0.9689870051794303, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1971098265895954, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9110784107630859, 0.7075320512820513, nan, nan, nan, 0.9451773171149563, nan, nan, nan, 0.3041196536342167, 0.8412039439543332, 0.0, nan, 0.9037746919616664, 0.7902915495042179, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9603742682292531, 0.9873405314500612, 0.9961134245488796, 0.966257091288926, 0.2805525263540531, 0.9933681928325468, 0.9922082580194534, nan, 0.7659169758750486, nan, 0.9994090142705672, 0.9725649586296995, 0.9470958469620379, 0.8549326903757284, 0.5342081633296051, 0.9675588393599843, 0.9983568596545145, 0.8646841862609498, nan, 0.8518084739924217, 0.9515011547344111, nan, 0.9662181924539339, nan, nan, nan, nan, 0.95334353861653, nan, nan, nan, nan, nan, 0.8855939169749281, nan, nan, 0.6148172980221254, 0.7078002476269087, nan, nan, nan, 0.0, nan, 0.2737777777777778, nan, nan, nan, 0.9697252546568726, nan, nan, 0.9878335590148746, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41935483870967744, nan, 0.7080443500825666, 0.9849171023732239, nan, nan, 0.9249173098125689, nan, 0.8804369414101291, nan, nan, 0.8137869033118729, 0.8300028960324356, nan, nan, 0.8824057925056815, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9724497609876085, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21379310344827587, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9133825079030559, 0.7821080602302923, nan, nan, nan, 0.9458254757414709, nan, nan, nan, 0.3059392872855257, 0.8506953555497245, nan, nan, 0.9297786720321931, 0.8074189808981402, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0234        | 63.0  | 1260 | 0.1964          | 0.6494   | 0.7565        | 0.9456           | [0.8785245058923847, 0.9790431101476543, 0.9614314476887585, 0.9288212229326362, 0.2562762925770118, 0.9672782178832192, 0.9840668601929019, nan, 0.731640417625199, nan, 0.8431639909097574, 0.8868918296135361, 0.9237395059931092, 0.7630092901815532, 0.5302055156546343, 0.9033240236252918, 0.9756418070193694, 0.5989921976592978, nan, 0.8031608264783988, 0.47686832740213525, nan, 0.9272339085086276, nan, 0.0, nan, nan, 0.9215634705941288, nan, nan, nan, nan, nan, 0.6851942244406305, nan, nan, 0.5553194837897387, 0.7080276941291535, 0.0, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.8709337020595299, nan, nan, 0.9754384201798905, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34243964421855144, nan, 0.6867128463476071, 0.8920538397254671, nan, nan, 0.8227006647484869, 0.0, 0.8767221211333507, nan, nan, 0.7820437424738861, 0.8289170506912442, nan, nan, 0.8731452455590386, nan, nan, nan, nan, nan, nan, 0.8178819444444444, 0.0, nan, 0.9697736782486072, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21812372930583793, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9106579777170486, 0.6808688387635756, nan, nan, nan, 0.9499057250599932, nan, nan, nan, 0.28228701514753524, 0.8349792099792099, 0.0, nan, 0.908284898039602, 0.8097887636023438, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9588714407445526, 0.9878564022141173, 0.9958209399167163, 0.9705054054353323, 0.2745910577971647, 0.9940271223908516, 0.9919109353393962, nan, 0.7753606686938235, nan, 0.9996002155359719, 0.9777181013209464, 0.9433789275448509, 0.8416047150224365, 0.5372800453693347, 0.9653814160591084, 0.9985485593614878, 0.8494698017519594, nan, 0.8542886668963141, 0.9284064665127021, nan, 0.96855805791167, nan, nan, nan, nan, 0.9627638000287841, nan, nan, nan, nan, nan, 0.8942868886148787, nan, nan, 0.5914347971840429, 0.7095800660338424, nan, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.9713485653991315, nan, nan, 0.9881898982905896, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7203113941967445, 0.9751404303290637, nan, nan, 0.9142227122381478, nan, 0.8931479642502482, nan, nan, 0.8098718171799779, 0.8334781349551115, nan, nan, 0.8832514137730564, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9734417784378335, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.235423197492163, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9129610115911486, 0.7218777679362267, nan, nan, nan, 0.9500685753471627, nan, nan, nan, 0.2836779586449626, 0.8430858042508528, nan, nan, 0.9275653923541247, 0.8288896728995514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0193        | 64.0  | 1280 | 0.1947          | 0.6508   | 0.7569        | 0.9460           | [0.8796726154893645, 0.9799506824646489, 0.961474026160518, 0.9272962575566862, 0.2552715438334802, 0.9674113335679828, 0.9846163932583744, nan, 0.7206713848264996, nan, 0.8416008194322505, 0.8889623702136102, 0.9227120940812079, 0.7703381116554769, 0.559565494809904, 0.9073494113612984, 0.9756452145165462, 0.5978784956605593, nan, 0.8068824332228505, 0.4808277541083384, nan, 0.9289177793394238, nan, 0.0, nan, nan, 0.9231088108936513, nan, nan, nan, nan, nan, 0.6790843875947279, nan, nan, 0.5547317228733158, 0.7067833698030634, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8670331061167664, nan, nan, 0.9743036602986033, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35010197144799454, nan, 0.6909434641699675, 0.8874625053563776, nan, nan, 0.8271360759493671, 0.0, 0.8807744785913846, nan, nan, 0.7761561259296539, 0.8182080092192452, nan, nan, 0.8725049639460759, nan, nan, nan, nan, nan, nan, 0.819184316471206, 0.0, nan, 0.9695064154433014, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26658939437844104, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9040202062723637, 0.6762225969645869, nan, nan, nan, 0.939439396536945, nan, nan, nan, 0.267338003502627, 0.839968774395004, 0.0, nan, 0.9099143447868465, 0.830184966548603, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9608069674534931, 0.9881452898419888, 0.9957697137946989, 0.9653011283315678, 0.2737186477644493, 0.9931768907027165, 0.9922743297261328, nan, 0.7597685290611228, nan, 0.9997218890685022, 0.975613296559733, 0.9448904747745069, 0.8529904226106758, 0.5664235416436932, 0.9710818613299408, 0.9985698593289293, 0.8575380359612724, nan, 0.8553565277299345, 0.9122401847575058, nan, 0.966547236033928, nan, nan, nan, nan, 0.9614554303881933, nan, nan, nan, nan, nan, 0.8968351829017673, nan, nan, 0.5831377807576266, 0.7081871646718944, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9730327502942251, nan, nan, 0.9886175054214476, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7242274121255013, 0.9661023537872456, nan, nan, 0.9221609702315325, nan, 0.8974511751075803, nan, nan, 0.805057711269648, 0.822473211699971, nan, nan, 0.8825114951641034, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9731285097693414, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2884012539184953, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9051633298208641, 0.7103631532329495, nan, nan, nan, 0.939439396536945, nan, nan, nan, 0.26863176418829743, 0.847021779060614, nan, nan, 0.9297786720321931, 0.8505619676427599, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.008         | 65.0  | 1300 | 0.2011          | 0.6497   | 0.7567        | 0.9449           | [0.8758596087712686, 0.9805794919844963, 0.9616931912659519, 0.9252963852174437, 0.2522798421124268, 0.9668389497622494, 0.9840564057247322, nan, 0.7178978933191025, nan, 0.8376174178984926, 0.885824931561728, 0.9227193492155723, 0.7662872366190361, 0.5246265989027215, 0.9206072846298489, 0.9756260702054794, 0.5987673830594185, nan, 0.8104851839791599, 0.4756598240469208, nan, 0.9278859624544691, nan, 0.0, nan, nan, 0.9224339937095096, nan, nan, nan, nan, nan, 0.6781263095810892, nan, nan, 0.5604447228311933, 0.7053810504634398, 0.0, nan, nan, 0.0, nan, 0.2728888888888889, nan, nan, nan, 0.8669769631990727, nan, nan, 0.9728048329182545, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.333810888252149, nan, 0.6886635113815641, 0.8903471333048798, nan, nan, 0.8288046182940181, 0.0, 0.8726704027108041, nan, nan, 0.7767220902612827, 0.8149322571346209, nan, nan, 0.8719168060200669, nan, nan, nan, nan, nan, nan, 0.81280276816609, 0.0, nan, 0.9704787664424255, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2629608294930876, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9104289318755256, 0.6797385620915033, nan, nan, nan, 0.9282101834390537, nan, nan, nan, 0.27984584391696593, 0.8354134165366615, 0.0, nan, 0.8955827253007297, 0.8409895730867598, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9591381428239434, 0.9879750524898503, 0.9958457267499504, 0.9630348686565953, 0.2695019992729916, 0.9940483781830549, 0.9932890023644232, nan, 0.7568349563982694, nan, 0.9997218890685022, 0.9629118885179271, 0.944394885518882, 0.8476324425691514, 0.5317506576978214, 0.9702255712677986, 0.9986185449687955, 0.8734439834024896, nan, 0.8573889080261798, 0.9364896073903002, nan, 0.9685946183094472, nan, nan, nan, nan, 0.9631301435281495, nan, nan, nan, nan, nan, 0.8978832716810522, nan, nan, 0.5998994301039222, 0.7066910854312836, nan, nan, nan, 0.0, nan, 0.2728888888888889, nan, nan, nan, 0.9713688567834098, nan, nan, 0.9902363038454098, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3854425144747725, nan, 0.7208303845246521, 0.9731190110594958, nan, nan, 0.9180815876515986, nan, 0.8865938430983118, nan, nan, 0.8060727336001392, 0.8187083695337388, nan, nan, 0.8818244278843613, nan, nan, nan, nan, nan, nan, 0.9801794283329857, 0.0, nan, 0.9741495335777602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9125395152792413, 0.7369353410097431, nan, nan, nan, 0.9282101834390537, nan, nan, nan, 0.28112626484821823, 0.8430858042508528, nan, nan, 0.9137826961770624, 0.8618013204979588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0183        | 66.0  | 1320 | 0.2009          | 0.6492   | 0.7550        | 0.9454           | [0.8771511273952037, 0.9802232430607422, 0.9619372300420755, 0.9254528128774917, 0.25216265921939923, 0.968766192045431, 0.9835606577606596, nan, 0.7175672413574051, nan, 0.8497879446143843, 0.8846993451081564, 0.922612699951527, 0.761744761439306, 0.5365190365190365, 0.9278644483197436, 0.9753998015106584, 0.5999680613222612, nan, 0.8124694774540127, 0.4632606199770379, nan, 0.9279969091356117, nan, 0.0, nan, nan, 0.9235670390710417, nan, nan, nan, nan, nan, 0.6749988319394478, nan, nan, 0.5606371234821006, 0.705870236869207, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.8715380405035578, nan, nan, 0.9712683252996417, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33048433048433046, nan, 0.6945757371145622, 0.8859253471605639, nan, nan, 0.8324934489014312, 0.0, 0.870001956819516, nan, nan, 0.7808238318801699, 0.8274272543935465, nan, nan, 0.8723048812320543, nan, nan, nan, nan, nan, nan, 0.8179447052686489, 0.0, nan, 0.9707281270046754, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25187536064627813, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9050726162913071, 0.6855500821018062, nan, nan, nan, 0.9207335361412229, nan, nan, nan, 0.269119579500657, 0.8220890856994009, 0.0, nan, 0.9058984642472855, 0.836038961038961, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.961445503137346, 0.9884909232539064, 0.9954689668847908, 0.9642565819341455, 0.26913849509269355, 0.9935382391701739, 0.9930624707986654, nan, 0.7565536549100506, nan, 0.9995654516695347, 0.9706778922920598, 0.9432798096937258, 0.8351081642220882, 0.5438806534444462, 0.9632773890492734, 0.9988558874631435, 0.8660673121254034, nan, 0.8596279710644161, 0.9318706697459584, nan, 0.9659622696694941, nan, nan, nan, nan, 0.9615339325666287, nan, nan, nan, nan, nan, 0.8906905055487053, nan, nan, 0.5958766342608113, 0.7071811803549319, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9692991355870297, nan, nan, 0.9908675334195335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3837882547559967, nan, 0.728001887237556, 0.969698147680227, nan, nan, 0.9106945975744212, nan, 0.8830188679245283, nan, nan, 0.8103068267501885, 0.8317405154937735, nan, nan, 0.8830928597854236, nan, nan, nan, nan, nan, nan, 0.981431253911955, 0.0, nan, 0.9744279946164199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2736677115987461, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9062170706006323, 0.7395925597874224, nan, nan, nan, 0.9210097719869706, nan, nan, nan, 0.27030356357237134, 0.8281290999737602, nan, nan, 0.9316901408450704, 0.8565596492112293, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.025         | 67.0  | 1340 | 0.2064          | 0.6476   | 0.7549        | 0.9443           | [0.8736307213101239, 0.979720329793981, 0.96123141999933, 0.928384895311055, 0.2518891687657431, 0.9648323088981478, 0.9836541835278707, nan, 0.7107059765818681, nan, 0.8528146873887769, 0.884305702217529, 0.9263460227825918, 0.762460491125699, 0.47401770461251747, 0.9262131359417225, 0.9756301296971751, 0.597918637653737, nan, 0.8116769380473565, 0.4547486033519553, nan, 0.927712532865907, nan, 0.0, nan, nan, 0.9202382151490733, nan, nan, nan, nan, nan, 0.6813490309955179, nan, nan, 0.5585014860003128, 0.7058263175510414, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8692214001345234, nan, nan, 0.968972339915261, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33488992661774514, nan, 0.681828417023193, 0.889568268821778, nan, nan, 0.8317051062544063, 0.0, 0.8847054233320327, nan, nan, 0.7797094146300495, 0.8375035950532068, nan, nan, 0.8726683734782381, nan, nan, nan, nan, nan, nan, 0.8188771075960368, 0.0, nan, 0.9692602932931024, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20815264527320035, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9039108494533221, 0.6969943135662063, nan, nan, nan, 0.9215871111491988, nan, nan, nan, 0.2819144282089422, 0.8302132085283411, 0.0, nan, 0.9071134626690183, 0.8356299212598425, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                          | [0.961573874262696, 0.9881556072572699, 0.9958440742944015, 0.967058033226172, 0.2689930934205743, 0.9942821918972921, 0.9923073655794724, nan, 0.7488245616385142, nan, 0.9995828336027534, 0.972492379155175, 0.9430567945286946, 0.8401312705110173, 0.4808204288032263, 0.964304937123844, 0.9986672306086618, 0.8741355463347165, nan, 0.8620048225973131, 0.9399538106235565, nan, 0.9674978063761334, nan, nan, nan, nan, 0.9562742866114534, nan, nan, nan, nan, nan, 0.8872379778051788, nan, nan, 0.598474689909487, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9702325392638286, nan, nan, 0.9872328728072408, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4152191894127378, nan, 0.7143194149563576, 0.9755874749752181, nan, nan, 0.9104740904079383, nan, 0.900695134061569, nan, nan, 0.8077257699669392, 0.8433246452360267, nan, nan, 0.8827229004809471, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9727746321993781, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22570532915360503, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9060063224446786, 0.7599645704162976, nan, nan, nan, 0.9218241042345277, nan, nan, nan, 0.2835019797624285, 0.8378378378378378, nan, nan, 0.9313883299798793, 0.8558036389294894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0217        | 68.0  | 1360 | 0.2075          | 0.6323   | 0.7527        | 0.9437           | [0.8726938382373937, 0.9791816811060851, 0.9616538378074777, 0.9295367685118875, 0.259854806974693, 0.9681113204812292, 0.9838789682539683, nan, 0.7155007172144153, nan, 0.8416893493722013, 0.8857538400685608, 0.928789469828323, 0.7627097955447055, 0.4423309835098289, 0.9184568273558206, 0.9757329193654872, 0.5984365028717294, nan, 0.8101163802830523, 0.44275637547476937, nan, 0.9278686228509402, nan, 0.0, nan, nan, 0.9196462270085298, nan, nan, nan, nan, nan, 0.6794514979048095, nan, nan, 0.5548062015503876, 0.705010040677617, 0.0, nan, nan, 0.0, 0.0, 0.21244444444444444, nan, nan, nan, 0.8694988552531162, nan, nan, 0.9702288779883513, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3398858592263792, nan, 0.6788173349534224, 0.8871513553948633, nan, nan, 0.8252619094682744, 0.0, 0.8744960332943166, nan, nan, 0.7793854248292846, 0.8272884283246977, nan, nan, 0.8739951978285834, nan, nan, nan, nan, nan, nan, 0.8154379878577623, 0.0, nan, 0.9703529901292217, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14443155452436196, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9074074074074074, 0.6938110749185668, nan, nan, nan, 0.9203668781073204, nan, nan, nan, 0.277510286264554, 0.8343302990897269, 0.0, nan, 0.9065300896286812, 0.836694540088539, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9605668249172781, 0.9882639401177217, 0.9959019102386146, 0.9677261000033219, 0.27844420210832427, 0.993772052884411, 0.992260171503273, nan, 0.7550265896882912, nan, 0.9997392710017208, 0.9751778197125853, 0.9424373079591635, 0.8369834572366218, 0.44876258290143195, 0.9686108528649019, 0.9983538168020228, 0.8646841862609498, nan, 0.8656217705821564, 0.9422632794457275, nan, 0.96881398069611, nan, nan, nan, nan, 0.9564051235755126, nan, nan, nan, nan, nan, 0.8930332922318126, nan, nan, 0.5998156218571907, 0.7063557573256294, nan, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.9709833204821233, nan, nan, 0.9887600411317335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44334160463192723, nan, 0.7116772823779193, 0.9681432097805593, nan, nan, 0.9206174200661521, nan, 0.8903012247600133, nan, nan, 0.8076387680528971, 0.8323197219808862, nan, nan, 0.8849426563078061, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9740683157748179, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1561128526645768, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9087460484720759, 0.7546501328609388, nan, nan, nan, 0.9203668781073204, nan, nan, nan, 0.278926528816542, 0.8417738126475991, nan, nan, 0.9259557344064386, 0.8573156594929691, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0314        | 69.0  | 1380 | 0.2053          | 0.6458   | 0.7522        | 0.9446           | [0.8761587446054744, 0.9794604991891629, 0.9610682556914282, 0.9291698292556625, 0.25075013638843424, 0.9667831806242114, 0.9846732350572237, nan, 0.7036999338388722, nan, 0.8350901646484885, 0.8888297872340426, 0.9282437905626312, 0.7704415740462601, 0.5243631389981194, 0.9115903586668205, 0.975746057804981, 0.601652357038717, nan, 0.8120283779425992, 0.4672083575159605, nan, 0.9287644313436502, nan, 0.0, nan, nan, 0.9201359174427385, nan, nan, nan, nan, nan, 0.6703698020561608, nan, nan, 0.5550353146575668, 0.7042862659286909, 0.0, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.8699120511702282, nan, nan, 0.9747560013186418, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32493540051679587, nan, 0.6763285024154589, 0.8738129239557301, nan, nan, 0.8288369304556354, 0.0, 0.868361177923682, nan, nan, 0.7817896828728973, 0.8183914672816374, nan, nan, 0.8688000838003457, nan, nan, nan, nan, nan, nan, 0.8202676864244742, 0.0, nan, 0.9692713210557348, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17293671624380286, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9002315302041676, 0.68561872909699, nan, nan, nan, 0.9215240870906909, nan, nan, nan, 0.26389983363978636, 0.8261322228006247, 0.0, nan, 0.9007106198183972, 0.8415846456692914, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9609220588072552, 0.9876964822772599, 0.9962340538039527, 0.9669325400194145, 0.2673209741912032, 0.9935594949623773, 0.9923734372861518, nan, 0.7408677481146103, nan, 0.9997392710017208, 0.9702424154449122, 0.9427346615125384, 0.8588842006563525, 0.5314670993556925, 0.9669227381709644, 0.9982960026046818, 0.8561549100968188, nan, 0.8674130210127454, 0.9295612009237876, nan, 0.9676440479672419, nan, nan, nan, nan, 0.9566013790216011, nan, nan, nan, nan, nan, 0.8978216193999178, nan, nan, 0.5861548776399598, 0.7056851011143211, nan, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.9714094395519662, nan, nan, 0.9934331762046813, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7067704647322481, 0.9514470640828782, nan, nan, 0.9145534729878722, nan, 0.8843429328037073, nan, nan, 0.8100168203700482, 0.8221836084564147, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9845608178593782, 0.0, nan, 0.9727688309277394, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18589341692789968, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9013698630136986, 0.7263064658990257, nan, nan, nan, 0.9215240870906909, nan, nan, nan, 0.2652001759788825, 0.8328522697454737, nan, nan, 0.9181086519114688, 0.8619021218688574, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0434        | 70.0  | 1400 | 0.2038          | 0.6468   | 0.7543        | 0.9448           | [0.8768763151269043, 0.9787297154926841, 0.960349995381386, 0.9286781060764622, 0.2332094687586017, 0.9671646114375569, 0.9842266125597353, nan, 0.7149410972308708, nan, 0.8369642727206578, 0.8884162956070978, 0.9272580763314043, 0.7670392418904143, 0.5316064269509276, 0.9131371141421393, 0.9757300751410195, 0.5994189799870885, nan, 0.8113122752953261, 0.4497528830313015, nan, 0.9276990376202975, nan, 0.0, nan, nan, 0.9237080087176532, nan, nan, nan, nan, nan, 0.6716740183225886, nan, nan, 0.5716577111235865, 0.7061216084024096, 0.0, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.8702162456841722, nan, nan, 0.9733136248327108, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3282828282828283, nan, 0.6739120631341601, 0.8820725240586335, nan, nan, 0.8322207831025207, 0.0, 0.8769230769230769, nan, nan, 0.7838344812139537, 0.8304987027961949, nan, nan, 0.8744516398579486, nan, nan, nan, nan, nan, nan, 0.8220944415403381, 0.0, nan, 0.9682380010868685, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16681222707423582, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9089953762084909, 0.6846473029045643, nan, nan, nan, 0.9240989156987957, nan, nan, nan, 0.26230513224732876, 0.8286011982287054, 0.0, nan, 0.9067505158691166, 0.8237466758593519, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9596925732877395, 0.9872321985896093, 0.9964273911031793, 0.966246018358918, 0.24638313340603418, 0.993602006546784, 0.9924017537318716, nan, 0.7535932916292715, nan, 0.9996697432688464, 0.9702424154449122, 0.9409753196550699, 0.8456901748040988, 0.53893413569842, 0.9647208494397417, 0.9984785737541801, 0.8561549100968188, nan, 0.8706166035136066, 0.9457274826789839, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9648833588465413, nan, nan, nan, nan, nan, 0.8949856144677353, nan, nan, 0.5973851827019778, 0.7075423029302518, nan, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.9717138103161398, nan, nan, 0.9921910793007606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43010752688172044, nan, 0.7050719509318235, 0.9602518999397461, nan, nan, 0.9209481808158765, nan, 0.8943396226415095, nan, nan, 0.8119308624789745, 0.8343469446857805, nan, nan, 0.8849426563078061, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9715969740567132, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17962382445141065, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9114857744994731, 0.7307351638618246, nan, nan, nan, 0.9241385222012687, nan, nan, nan, 0.2635283765948086, 0.8346890579900289, nan, nan, 0.9283702213279678, 0.8430522655108109, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0056        | 71.0  | 1420 | 0.2062          | 0.6454   | 0.7531        | 0.9442           | [0.8747804088955184, 0.9786649897236112, 0.9608123141262459, 0.9294210268740558, 0.24731770655368004, 0.9656525600512217, 0.9838218010011285, nan, 0.7163804256830463, nan, 0.84963505806566, 0.8858195211786372, 0.9282232512795515, 0.7663414634146342, 0.48021878981881466, 0.910979433736051, 0.9757345791168696, 0.60105956012201, nan, 0.8101118885628608, 0.4411764705882353, nan, 0.9273643329484622, nan, 0.0, nan, nan, 0.9228568560530014, nan, nan, nan, nan, nan, 0.6715939393005226, nan, nan, 0.569192882109946, 0.706701681213151, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8698829346324438, nan, nan, 0.972074959315502, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33161290322580644, nan, 0.6751440403312927, 0.8810286511927558, nan, nan, 0.8313038313038313, 0.0, 0.8757142857142857, nan, nan, 0.7834131049346432, 0.8378456221198156, nan, nan, 0.8736315295589615, nan, nan, nan, nan, nan, nan, 0.8219345810739899, 0.0, nan, 0.9687926290721601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1719247467438495, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9100462379150904, 0.6775271512113618, nan, nan, nan, 0.9207233459033254, nan, nan, nan, 0.23586642124638443, 0.8330294347486324, 0.0, nan, 0.9064896755162242, 0.8278849940921623, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9605081725927648, 0.9874849752639968, 0.9961894375041311, 0.9673311654997029, 0.26310432569974557, 0.9937933086766144, 0.9915664185831394, nan, 0.7565402596010877, nan, 0.999548069736316, 0.9775003628973726, 0.9437258400237882, 0.8417386645234747, 0.48683816695285054, 0.9666536184371483, 0.9984238024093306, 0.8630705394190872, nan, 0.8654495349638305, 0.9526558891454965, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9622797032617655, nan, nan, nan, nan, nan, 0.8954171804356761, nan, nan, 0.6004860878310426, 0.7080323978539002, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9710239032506798, nan, nan, 0.9912747783060649, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4251447477253929, nan, 0.7076669025713612, 0.9568893467317149, nan, nan, 0.9257993384785006, nan, 0.8928169480304535, nan, nan, 0.8116988573748622, 0.8424558355053576, nan, nan, 0.8856825749167592, nan, nan, nan, nan, nan, nan, 0.9803880659294805, 0.0, nan, 0.9723221330115561, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9125395152792413, 0.7183348095659876, nan, nan, nan, 0.9208811932110407, nan, nan, nan, 0.23677958644962604, 0.8391498294410916, nan, nan, 0.9274647887323944, 0.8475379265158006, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0193        | 72.0  | 1440 | 0.2084          | 0.6451   | 0.7504        | 0.9445           | [0.8753184610671267, 0.9790919554930299, 0.9601723619026691, 0.9288935578688229, 0.23673553435376485, 0.9658485186562539, 0.9839405684150486, nan, 0.7095617225854043, nan, 0.8464335129088286, 0.8871801670422909, 0.9232726655841795, 0.7622960873298172, 0.5045302665319761, 0.91042672642839, 0.9757447985275008, 0.5989356555394292, nan, 0.8081746702189876, 0.4707585408222351, nan, 0.9272440392706872, nan, 0.0, nan, nan, 0.9238872496704125, nan, nan, nan, nan, nan, 0.6763806074985171, nan, nan, 0.5639497422680413, 0.7047209637561779, 0.0, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.8731562882678705, nan, nan, 0.9721372443164777, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3246505717916137, nan, 0.6688750676041103, 0.8884552614773291, nan, nan, 0.8353818255087648, 0.0, 0.8572173346366895, nan, nan, 0.786522820648984, 0.8280529953917051, nan, nan, 0.8721112621562271, nan, nan, nan, nan, nan, nan, 0.8301253752428042, 0.0, nan, 0.9678918706425095, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1756324512939808, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.900105152471083, 0.662751677852349, nan, nan, nan, 0.9266892326149364, nan, nan, nan, 0.22345927938984833, 0.8253719655442443, 0.0, nan, 0.9022415325367829, 0.8388382968250061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9611832276484844, 0.9873147379118583, 0.9963811223478088, 0.9693021470411286, 0.25074518356961106, 0.9936870297155975, 0.9932370888806037, nan, 0.7473242870346805, nan, 0.999548069736316, 0.9714036870373058, 0.9440231935771632, 0.8324961489518452, 0.5114132232706879, 0.9640847482507218, 0.9984877023116551, 0.8561549100968188, nan, 0.856837754047537, 0.9387990762124712, nan, 0.9668397192161451, nan, nan, nan, nan, 0.9627376326359723, nan, nan, nan, nan, nan, 0.8905260994656802, nan, nan, 0.5868253436138116, 0.7061751960379694, nan, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.9693803011241426, nan, nan, 0.9900021380356543, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4226633581472291, nan, 0.700212314225053, 0.973468872086921, nan, nan, 0.9142227122381478, nan, 0.8708374710360808, nan, nan, 0.8161069543529957, 0.8326093252244425, nan, nan, 0.8815601712383067, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9712721028449436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18934169278996865, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9020021074815595, 0.6997342781222321, nan, nan, nan, 0.9269672552717299, nan, nan, nan, 0.22428508578970524, 0.8297034898976646, nan, nan, 0.919215291750503, 0.8588780807418981, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0156        | 73.0  | 1460 | 0.2037          | 0.6456   | 0.7530        | 0.9450           | [0.8767944856582645, 0.9791674122091745, 0.9610201595673442, 0.9276834477335997, 0.24405412793876435, 0.9673834309484882, 0.98395486780308, nan, 0.7129569626043533, nan, 0.8404623770623566, 0.8857669276830954, 0.9223188405797101, 0.764861051469235, 0.5318429864814586, 0.9129500392845589, 0.9756940934417163, 0.5973671536362177, nan, 0.808197360722876, 0.465556831228473, nan, 0.9274535205349953, nan, 0.0, nan, nan, 0.9221880685026034, nan, nan, nan, nan, nan, 0.6790610946583306, nan, nan, 0.5667274601538339, 0.7041938058337409, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8730791017230983, nan, nan, 0.9730561355485179, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35969084423305586, nan, 0.6736120506922834, 0.8911913433996959, nan, nan, 0.8271273954920068, 0.0, 0.8559609120521172, nan, nan, 0.7856066945606694, 0.8262748487467588, nan, nan, 0.8718552225534808, nan, nan, nan, nan, nan, nan, 0.8245027283928886, 0.0, nan, 0.9698360314643887, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1205925925925926, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9004629629629629, 0.6797004991680532, nan, nan, nan, 0.9246099777130121, nan, nan, nan, 0.23750657548658602, 0.8261209593326382, 0.0, nan, 0.9067479834743262, 0.8348668995719136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9600367407013932, 0.9880575918120992, 0.9960142772159429, 0.9667553731392864, 0.25961468556888406, 0.9935594949623773, 0.9926896375966888, nan, 0.751597390593814, nan, 0.9996697432688464, 0.9769923065757004, 0.9461790068391317, 0.8350411894715692, 0.5404306936152113, 0.9665557567157607, 0.9985516022139794, 0.8577685569386814, nan, 0.8565277299345505, 0.9364896073903002, nan, 0.9684483767183387, nan, nan, nan, nan, 0.9616909369234996, nan, nan, nan, nan, nan, 0.8906083025071928, nan, nan, 0.598977539389876, 0.7055561287659926, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9695426321983686, nan, nan, 0.9916412987039431, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.7046945034206181, 0.9796886236855915, nan, nan, 0.918412348401323, nan, 0.8698444223766965, nan, nan, 0.8167739690273186, 0.8305821025195482, nan, nan, 0.8809788066169865, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9734649835243886, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12758620689655173, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.901791359325606, 0.7236492471213464, nan, nan, nan, 0.9246099777130121, nan, nan, nan, 0.2383633963924329, 0.8315402781422199, nan, nan, 0.927364185110664, 0.8551484300186483, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.033         | 74.0  | 1480 | 0.2052          | 0.6327   | 0.7524        | 0.9446           | [0.8757768989433468, 0.9793644706904926, 0.9613616277251857, 0.9265149476725248, 0.2567842605156038, 0.9635947833611471, 0.9833870718661232, nan, 0.7074936386768448, nan, 0.8482805423188705, 0.8776964436095096, 0.9148936170212766, 0.7656278699565298, 0.522055854120717, 0.909829650092081, 0.9756749444792946, 0.5948588550701782, nan, 0.8051909796092037, 0.4683691236215902, nan, 0.9273421891977147, nan, 0.0, nan, nan, 0.9206655473976997, nan, nan, nan, nan, nan, 0.678532918691691, nan, nan, 0.5654183266932271, 0.7065259364139529, 0.0, nan, nan, 0.0, 0.0, 0.23644444444444446, nan, nan, nan, 0.8732123916462455, nan, nan, 0.972796256860922, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35908267954133977, nan, 0.6848364717542121, 0.8902561926483848, nan, nan, 0.8244206773618539, 0.0, 0.8500651890482399, nan, nan, 0.7883659911795903, 0.8311239193083574, nan, nan, 0.8700653594771242, nan, nan, nan, nan, nan, nan, 0.8251636878428596, 0.0, nan, 0.9688970324728622, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10894020130254589, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.894127552094296, 0.6846921797004991, nan, nan, nan, 0.9247182827027722, nan, nan, nan, 0.23746933052926744, 0.8261662757362522, 0.0, nan, 0.9091534755677908, 0.8353676542966827, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9604141075440169, 0.9881452898419888, 0.9957994579945799, 0.9659138304586776, 0.2751726644856416, 0.9941334013518683, 0.9917315978498379, nan, 0.7448997361124134, nan, 0.9994437781370044, 0.9833793003338656, 0.9451134899395381, 0.8375192552407742, 0.5294821909607902, 0.9669472036013114, 0.9986002878538457, 0.8695251267865376, nan, 0.8474336892869445, 0.9318706697459584, nan, 0.9673150043872477, nan, nan, nan, nan, 0.9614161792989755, nan, nan, nan, nan, nan, 0.8923140156185779, nan, nan, 0.5947033188065706, 0.7079292199752373, nan, nan, nan, 0.0, nan, 0.23644444444444446, nan, nan, nan, 0.968893307901465, nan, nan, 0.9906435487319413, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7172446331682001, 0.9786779140508076, nan, nan, 0.9178610804851157, nan, 0.86329030122476, nan, nan, 0.8190940200684415, 0.8352157544164495, nan, nan, 0.8794461180698695, nan, nan, nan, nan, nan, nan, 0.9728771124556645, 0.0, nan, 0.972438158444331, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11536050156739812, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8952581664910432, 0.728963684676705, nan, nan, nan, 0.9249957140408024, nan, nan, nan, 0.23845138583369996, 0.8318026764628706, nan, nan, 0.930281690140845, 0.8554508341313442, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0308        | 75.0  | 1500 | 0.2072          | 0.6450   | 0.7508        | 0.9443           | [0.8751087091251171, 0.9784159063275878, 0.9609948979591837, 0.9257244837256735, 0.24861916126832595, 0.9665811895111258, 0.9836186768607377, nan, 0.7125535948294508, nan, 0.848741604546461, 0.8806116447755342, 0.9208295893338514, 0.7608988488856233, 0.505072351019138, 0.9107958477508651, 0.9756774836110657, 0.5937399678972712, nan, 0.8066748992590667, 0.46714031971580816, nan, 0.9272682618763596, nan, 0.0, nan, nan, 0.9225816150126526, nan, nan, nan, nan, nan, 0.6748705867766033, nan, nan, 0.5689364096792346, 0.7046496060964935, 0.0, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.8705100182149362, nan, nan, 0.9738811562634266, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32471626733921816, nan, 0.6800863658854752, 0.8893438990232055, nan, nan, 0.8295137504982064, 0.0, 0.8479608482871126, nan, nan, 0.7849738761141068, 0.8361175115207373, nan, nan, 0.8693309619710206, nan, nan, nan, nan, nan, nan, 0.8304062444562711, 0.0, nan, 0.9687574060265548, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20686645330229853, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.887578947368421, 0.6894254787676936, nan, nan, nan, 0.9251627827278959, nan, nan, nan, 0.2462333566923616, 0.8168058455114823, 0.0, nan, 0.9034768048852556, 0.819891678975874, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9610061640273121, 0.988000846028053, 0.9959944477493555, 0.9649394126179729, 0.26506724827335515, 0.9934957275857671, 0.9921044310518143, nan, 0.7502176737706455, nan, 0.9994263962037858, 0.9780809986935695, 0.9395628902765388, 0.8322952247002879, 0.5113659635469998, 0.9659685863874345, 0.9985850735913875, 0.8526970954356846, nan, 0.8550809507406132, 0.9110854503464203, nan, 0.966254752851711, nan, nan, nan, nan, 0.9635619055095446, nan, nan, nan, nan, nan, 0.8948623099054666, nan, nan, 0.5931109621186724, 0.7059946347503095, nan, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.9697455460411509, nan, nan, 0.9923234338888832, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7133286152394432, 0.9750821201578262, nan, nan, 0.9178610804851157, nan, 0.8603111552466071, nan, nan, 0.8147729250043501, 0.8407182160440196, nan, nan, 0.87833624015644, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9722699215668075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22288401253918494, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8885142255005268, 0.733392382639504, nan, nan, nan, 0.9256386079204526, nan, nan, nan, 0.2473383194016718, 0.8213067436368408, nan, nan, 0.9228370221327968, 0.8392722141021118, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0194        | 76.0  | 1520 | 0.2029          | 0.6472   | 0.7569        | 0.9444           | [0.8749263025271167, 0.979075199460269, 0.9620199807441446, 0.9276139124882495, 0.2681169181034483, 0.9662368790809158, 0.9839287974016113, nan, 0.7145394569906115, nan, 0.8538610038610038, 0.8841567291311755, 0.9200009664637093, 0.7668866226754649, 0.5014271974186343, 0.9096521538815941, 0.9757471951375446, 0.5966413181242078, nan, 0.8047797200541831, 0.4648127128263337, nan, 0.927344597194529, nan, 0.0, nan, nan, 0.919877752136219, nan, nan, nan, nan, nan, 0.6733985238703248, nan, nan, 0.5754850922858495, 0.7058232931726908, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.868526619593037, nan, nan, 0.9723744200927852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3446291560102302, nan, 0.6903097804031203, 0.8847227128223243, nan, nan, 0.8169629845526085, 0.0, 0.8580931263858093, nan, nan, 0.7818639094592706, 0.8444700460829493, nan, nan, 0.8718095634961975, nan, nan, nan, nan, nan, nan, 0.8151757744517926, 0.0, nan, 0.970371012482663, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18318840579710144, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9036195286195287, 0.6995192307692307, nan, nan, nan, 0.9314569678276142, nan, nan, nan, 0.25140203294777425, 0.8253844149074798, 0.0, nan, 0.911778962675715, 0.8203424859757897, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9590717439660038, 0.9881968769183944, 0.9956309075285875, 0.9651867080548184, 0.2894220283533261, 0.9939633550142414, 0.990764119287747, nan, 0.7544238007849651, nan, 0.9994437781370044, 0.9793874292350123, 0.9435276043215383, 0.8562052106355904, 0.509192016257345, 0.9660909135391692, 0.9984664023442136, 0.8681420009220839, nan, 0.8595590768170858, 0.9457274826789839, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9648179403645117, nan, nan, nan, nan, nan, 0.8887587340731607, nan, nan, 0.6114649681528662, 0.7072069748245976, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9709021549450103, nan, nan, 0.9901446737459403, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7222929936305732, 0.9736438026006337, nan, nan, 0.927122381477398, nan, 0.8711022840119166, nan, nan, 0.8114088509947219, 0.8491167101071532, nan, nan, 0.8845726970033296, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9741089246762891, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1981191222570533, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9049525816649104, 0.7732506643046945, nan, nan, nan, 0.9318961083490486, nan, nan, nan, 0.25244170699516055, 0.8310154815009184, nan, nan, 0.9461770623742455, 0.8402298271256489, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0312        | 77.0  | 1540 | 0.2064          | 0.6462   | 0.7539        | 0.9441           | [0.8738581847592783, 0.9790482518912288, 0.9612313090633597, 0.9272546318104703, 0.2534637326813366, 0.9660901370032856, 0.9841409609097637, nan, 0.7064123283661861, nan, 0.8489371124889282, 0.8836554208974778, 0.9220820189274448, 0.7697989828045532, 0.4864302247906666, 0.8978501954367785, 0.9757046137744225, 0.5930980392156863, nan, 0.8039931509062126, 0.4673913043478261, nan, 0.9275169197320896, nan, 0.0, nan, nan, 0.9223742575746184, nan, nan, nan, nan, nan, 0.6796582433835793, nan, nan, 0.5696253095789726, 0.7041967044284243, 0.0, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.8711335508448317, nan, nan, 0.9737750863320154, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33762886597938147, nan, 0.6837352117763931, 0.8928401165357112, nan, nan, 0.8262204178631548, 0.0, 0.8649423415206202, nan, nan, 0.788228730822873, 0.8396660909614277, nan, nan, 0.8717573986116186, nan, nan, nan, nan, nan, nan, 0.8258565877781703, 0.0, nan, 0.9690005375629325, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22435338564370821, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8970526315789473, 0.6832504145936982, nan, nan, nan, 0.9313107940180829, nan, nan, nan, 0.23663921499912388, 0.8150470219435737, 0.0, nan, 0.9092154177264723, 0.8228982083087222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9601164193309208, 0.9881040201808643, 0.9958820807720272, 0.9663050739856274, 0.271319520174482, 0.9937507970922076, 0.9916419291050588, nan, 0.7436003911430217, nan, 0.9995828336027534, 0.9790245318623894, 0.941594806224601, 0.8515169780992565, 0.4932654893744388, 0.9666046875764545, 0.9985059594266049, 0.8715998155832181, nan, 0.8572511195315191, 0.9434180138568129, nan, 0.9670225212050307, nan, nan, nan, nan, 0.9631039761353377, nan, nan, nan, nan, nan, 0.8876900945334978, nan, nan, 0.5975527991954408, 0.7055045398266612, nan, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.9697861288097074, nan, nan, 0.9904704696551654, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4334160463192721, nan, 0.714413776834159, 0.9828373729324185, nan, nan, 0.9199558985667035, nan, 0.8789142667990731, nan, nan, 0.819500029000638, 0.8447726614538082, nan, nan, 0.8827229004809471, nan, nan, nan, nan, nan, nan, 0.9755894012100981, 0.0, nan, 0.9725251775189121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24200626959247648, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8979978925184404, 0.7298494242692648, nan, nan, nan, 0.9315103720212583, nan, nan, nan, 0.23765948086229652, 0.8186827604303333, nan, nan, 0.935010060362173, 0.842598659341767, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0356        | 78.0  | 1560 | 0.2083          | 0.6455   | 0.7534        | 0.9440           | [0.8742726194957097, 0.9803628547301619, 0.9608517775659033, 0.9274507515885729, 0.25570187347271245, 0.9664861065167053, 0.9838662845153797, nan, 0.7075762202880846, nan, 0.8534409830956232, 0.8882407530160413, 0.9201362055641422, 0.7738359201773836, 0.48817943018791676, 0.9060344034587434, 0.9756974279232807, 0.5955639452571968, nan, 0.8033265533757628, 0.44408427876823336, nan, 0.9267822736030829, nan, 0.0, nan, nan, 0.9190803674514332, nan, nan, nan, nan, nan, 0.6852318548387096, nan, nan, 0.5611102349787099, 0.7038391224862889, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8656489654174504, nan, nan, 0.9715739497986738, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3414167198468411, nan, 0.6808346912909651, 0.8936809183637203, nan, nan, 0.8229280397022333, 0.0, 0.8654171547572563, nan, nan, 0.7774203474223055, 0.8477259643062752, nan, nan, 0.8701631457854005, nan, nan, nan, nan, nan, nan, 0.8247878359264498, 0.0, nan, 0.96807760345007, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1777064487890283, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8972631578947369, 0.6889991728701406, nan, nan, nan, 0.9348785399083158, nan, nan, nan, 0.22689443714410862, 0.8301148225469729, 0.0, nan, 0.9095242727891818, 0.8067425698654443, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9613525447362306, 0.9881917182107538, 0.9958556414832441, 0.9680841247402475, 0.2738640494365685, 0.9936445181311907, 0.9914673110231204, nan, 0.7448729454944878, nan, 0.9995306878030975, 0.9725649586296995, 0.9441223114282883, 0.8648449534525484, 0.49477780053245957, 0.9638890248079464, 0.9985698593289293, 0.8727524204702628, nan, 0.8435067171891147, 0.9491916859122402, nan, 0.9672053231939164, nan, nan, nan, nan, 0.958197589983122, nan, nan, nan, nan, nan, 0.8940402794903411, nan, nan, 0.5963794837412001, 0.7050918283120099, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9711456515563491, nan, nan, 0.9875688498386292, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4425144747725393, nan, 0.7096485020051899, 0.9774922739023111, nan, nan, 0.9141124586549063, nan, 0.8803707381661702, nan, nan, 0.8059857316860971, 0.8528815522733855, nan, nan, 0.8794989693990803, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9714809486239384, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19090909090909092, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8982086406743941, 0.7378210806023029, nan, nan, nan, 0.9352391565232299, nan, nan, nan, 0.2278926528816542, 0.8346890579900289, nan, nan, 0.9405432595573441, 0.8249584194345043, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0293        | 79.0  | 1580 | 0.2077          | 0.6459   | 0.7532        | 0.9443           | [0.8740452477015409, 0.9800527564207426, 0.9619062371250906, 0.9276852718379743, 0.2641432916525853, 0.9665439808113808, 0.984111017016558, nan, 0.711767532434688, nan, 0.8489223501623856, 0.8874229264735132, 0.9213180738082537, 0.7702694520133212, 0.4891501605372958, 0.9137275802938314, 0.9755936616641253, 0.5962673472643165, nan, 0.7982633675001632, 0.4558740865654862, nan, 0.927966398319916, nan, 0.0, nan, nan, 0.9178290291396216, nan, nan, nan, nan, nan, 0.6862128372504702, nan, nan, 0.5566272557560672, 0.7046829544576887, 0.0, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.8691916439600363, nan, nan, 0.9727399276937098, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33672172808132145, nan, 0.6924641743140003, 0.890537509052691, nan, nan, 0.8269364968597348, 0.0, 0.8610659204789484, nan, nan, 0.783057677776845, 0.8457109959700633, nan, nan, 0.8695538606206248, nan, nan, nan, nan, nan, nan, 0.8224841660802252, 0.0, nan, 0.9695403893281547, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17463556851311954, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6895127993393889, nan, nan, nan, 0.9341502077888694, nan, nan, nan, 0.2187061711079944, 0.8299426186750131, 0.0, nan, 0.9106934164394235, 0.8276065767451019, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9599127961665725, 0.9889964766026815, 0.9953780818295987, 0.9695752793146595, 0.2841148673209742, 0.9935807507545806, 0.9926660405585891, nan, 0.7539951508981555, nan, 0.9995654516695347, 0.9714762665118305, 0.9415452472990385, 0.8519858013528899, 0.49679421540982055, 0.9646963840093947, 0.9987189591010197, 0.8616874135546335, nan, 0.842369962108164, 0.9364896073903002, nan, 0.9692892658672126, nan, nan, nan, nan, 0.9564967094503539, nan, nan, nan, nan, nan, 0.8922318125770653, nan, nan, 0.5997318136104592, 0.706046223689641, nan, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.9709224463292886, nan, nan, 0.9889025768420195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7227176220806794, 0.9799218643705417, nan, nan, 0.9145534729878722, nan, 0.8760013240648792, nan, nan, 0.81146685227075, 0.8508543295684912, nan, nan, 0.8797103747159241, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9731401123126189, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1877742946708464, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7395925597874224, nan, nan, nan, 0.9345105434596263, nan, nan, nan, 0.21953365596128466, 0.8349514563106796, nan, nan, 0.9407444668008048, 0.8473363237740034, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0312        | 80.0  | 1600 | 0.2061          | 0.6447   | 0.7519        | 0.9440           | [0.8735173563414165, 0.9801301798159879, 0.9610616590176273, 0.9290301362887312, 0.256683403446872, 0.9663924600057873, 0.9839146978805359, nan, 0.7062085945630378, nan, 0.8462659112648075, 0.8873024306016736, 0.9254773197130001, 0.7690532580312139, 0.49035299956572986, 0.9065540960224527, 0.9757062869274846, 0.5946759626049755, nan, 0.8014874696847211, 0.47380675203725264, nan, 0.9277989710565919, nan, 0.0, nan, nan, 0.9207306393093957, nan, nan, nan, nan, nan, 0.682684864856326, nan, nan, 0.5669055682444673, 0.7031459170013387, 0.0, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.8709783202769175, nan, nan, 0.9737107785807819, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3413858868404323, nan, 0.6774515135037158, 0.8936147775805403, nan, nan, 0.8276206655341262, 0.0, 0.8474675705625448, nan, nan, 0.7843235844576664, 0.8440287769784173, nan, nan, 0.8698515575998328, nan, nan, nan, nan, nan, nan, 0.8257188216616688, 0.0, nan, 0.9689308154288125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16695957820738136, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8905263157894737, 0.6889250814332247, nan, nan, nan, 0.9253609837610866, nan, nan, nan, 0.2138160778469361, 0.8099346405228758, 0.0, nan, 0.9087897096082636, 0.8221336090188549, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9591658090147516, 0.9880937027655832, 0.9958953004164188, 0.9696675537313929, 0.27502726281352236, 0.9938358202610211, 0.9933456352558627, nan, 0.7453819672350743, nan, 0.9996002155359719, 0.9697343591232399, 0.9428833382892259, 0.8481682405733039, 0.4980544747081712, 0.9641092136810686, 0.998454230934247, 0.8651452282157677, nan, 0.8538064071650017, 0.9399538106235565, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9628815532964373, nan, nan, nan, nan, nan, 0.8881216605014386, nan, nan, 0.6032517599731814, 0.7045243499793644, nan, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.9700904995738809, nan, nan, 0.9917532910477392, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7053550365652277, 0.9882407821337635, nan, nan, 0.9131201764057332, nan, 0.8607083747103608, nan, nan, 0.8142799141581115, 0.8494063133507095, nan, nan, 0.8795518207282913, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9724439597159698, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1786833855799373, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8914646996838778, 0.7493356953055802, nan, nan, nan, 0.9256386079204526, nan, nan, nan, 0.21460624725032995, 0.8129099973760168, nan, nan, 0.9382293762575453, 0.8416914470036793, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0316        | 81.0  | 1620 | 0.2077          | 0.6441   | 0.7501        | 0.9442           | [0.8742621056967808, 0.9789268701572179, 0.9607114681202037, 0.9267659530823941, 0.24950616443021592, 0.9678214233946949, 0.9843254757836092, nan, 0.701719989305766, nan, 0.843099025141098, 0.8855750872341827, 0.9243987927173596, 0.7727135344254368, 0.519132217287325, 0.9142731195768178, 0.9757408872209964, 0.5920230658337338, nan, 0.8016587601252138, 0.4707585408222351, nan, 0.9271560340897135, nan, 0.0, nan, nan, 0.9211370298915086, nan, nan, nan, nan, nan, 0.68297814686708, nan, nan, 0.5623811033608117, 0.7023659346600417, 0.0, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.8698882050908561, nan, nan, 0.9717978965889551, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3282345442957298, nan, 0.6766640954671265, 0.8954011672878138, nan, nan, 0.8280502392344498, 0.0, 0.8576264566108978, nan, nan, 0.7837785034469285, 0.8303571428571429, nan, nan, 0.8701604054548304, nan, nan, nan, nan, nan, nan, 0.8293333333333334, 0.0, nan, 0.9679142530091227, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1804138735062664, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8800842992623814, 0.6848281642917016, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.22230014025245443, 0.8249412992434124, 0.0, nan, 0.9086543173576399, 0.8033013057403301, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9605911711651893, 0.9880421156891775, 0.9960737656157049, 0.9671982903396068, 0.2663031624863686, 0.9934744717935637, 0.9922412938727931, nan, 0.7383226394116781, nan, 0.9996697432688464, 0.9762665118304543, 0.9410744375061949, 0.8561382358850713, 0.5266151010570425, 0.9641092136810686, 0.9984451023767721, 0.8520055325034578, nan, 0.8557009989665862, 0.9387990762124712, nan, 0.9665106756361509, nan, nan, nan, nan, 0.9620049456372415, nan, nan, nan, nan, nan, 0.8805589806822852, nan, nan, 0.5946195105598391, 0.7037247214197276, nan, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.9694411752769774, nan, nan, 0.9896763421264292, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7036093418259023, 0.9899900872708897, nan, nan, 0.9158765159867696, nan, 0.8721615359152598, nan, nan, 0.8143959167101676, 0.8349261511728931, nan, nan, 0.8801860366788224, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9712721028449436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19404388714733542, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8800842992623814, 0.7236492471213464, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.2231412230532336, 0.8297034898976646, nan, nan, 0.9326961770623743, 0.8216823748802984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0277        | 82.0  | 1640 | 0.2077          | 0.6441   | 0.7519        | 0.9437           | [0.8733909386535597, 0.9791553760417199, 0.9612271813198993, 0.9262147740300916, 0.2538084874863983, 0.9670038685119675, 0.9841140529531568, nan, 0.7083884591899043, nan, 0.8400525854513584, 0.8860492688710315, 0.9269240106822044, 0.774405050995629, 0.4957355084824613, 0.9185185185185185, 0.9757158703300036, 0.5944913230377329, nan, 0.8052795636080265, 0.4485213581599124, nan, 0.9281564949608063, nan, 0.0, nan, nan, 0.9200054936136741, nan, nan, nan, nan, nan, 0.6815700464091874, nan, nan, 0.571631093959203, 0.7023659346600417, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8685352260969013, nan, nan, 0.9714145981175953, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.342156229825694, nan, 0.6801557124751041, 0.8929470367697534, nan, nan, 0.8224530168150346, 0.0, 0.8547798905965095, nan, nan, 0.7817619525242394, 0.8349654377880185, nan, nan, 0.8707554069585205, nan, nan, nan, nan, nan, nan, 0.8247568523430593, 0.0, nan, 0.9693627450980392, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15804764671702498, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.6965012205044752, nan, nan, nan, 0.9193023056484101, nan, nan, nan, 0.24436848102375316, 0.8140020898641588, 0.0, nan, 0.9113516676418958, 0.7878489002860243, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9588404546108473, 0.9879595763669285, 0.9960175821270408, 0.9661205251521605, 0.271319520174482, 0.9935807507545806, 0.9919817264536955, nan, 0.7459177795935863, nan, 0.9996349794024091, 0.976339091304979, 0.9460798889880068, 0.8543299176210568, 0.503599615620914, 0.9647208494397417, 0.998369031064481, 0.8607653296449977, nan, 0.8543231140199793, 0.9457274826789839, nan, 0.969691430242761, nan, nan, nan, nan, 0.9640852533657809, nan, nan, nan, nan, nan, 0.890341142622277, nan, nan, 0.60828025477707, 0.7037247214197276, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9708412807921757, nan, nan, 0.9908980767860234, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7089407879216797, 0.986044432350483, nan, nan, 0.9167585446527012, nan, 0.86898378020523, nan, nan, 0.8137289020358448, 0.8395598030697944, nan, nan, 0.8809259552877755, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9728268436441267, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17053291536050158, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.7581930912311781, nan, nan, nan, 0.9193811074918566, nan, nan, nan, 0.2453145622525297, 0.8176331671477303, nan, nan, 0.9401408450704225, 0.8052013507383701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           |
| 0.0049        | 83.0  | 1660 | 0.2097          | 0.6428   | 0.7506        | 0.9436           | [0.8737039435975594, 0.979669221873113, 0.9610905489900287, 0.9270900831040624, 0.2652291105121294, 0.9679242938789033, 0.9841324853173972, nan, 0.7086273211238188, nan, 0.8444369392519934, 0.886755098000396, 0.9261941672318573, 0.7733155921132212, 0.49561628105457534, 0.9192980820768567, 0.9757085501858737, 0.5984302418708954, nan, 0.805322947095099, 0.4464964693101575, nan, 0.9284863349684653, nan, 0.0, nan, nan, 0.9189368687501567, nan, nan, nan, nan, nan, 0.6811163054256977, nan, nan, 0.5629692700673427, 0.7007466529351184, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8654395544787185, nan, nan, 0.969962814901953, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3346055979643766, nan, 0.6772532188841202, 0.8917903239968391, nan, nan, 0.8282949216801357, 0.0, 0.8492829204693612, nan, nan, 0.7751026450297461, 0.8292050691244239, nan, nan, 0.8707806458355105, nan, nan, nan, nan, nan, nan, 0.8249075215782984, 0.0, nan, 0.9691663824547814, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1257327080890973, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6843826655764513, nan, nan, nan, 0.9160668380462725, nan, nan, nan, 0.239105655414292, 0.8217640918580376, 0.0, nan, 0.910049809551714, 0.7626708779548932, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.959846397308633, 0.9876087842473703, 0.9959300019829467, 0.9663936574256914, 0.2861504907306434, 0.9935594949623773, 0.9916891231812582, nan, 0.7453149906902603, nan, 0.9995828336027534, 0.9752503991871099, 0.9474923183665378, 0.8563391601366285, 0.5031427716252619, 0.9651122963252924, 0.9983051311621567, 0.8612263715998156, nan, 0.8547020323802963, 0.9491916859122402, nan, 0.96881398069611, nan, nan, nan, nan, 0.9594667085344951, nan, nan, nan, nan, nan, 0.8892725030826141, nan, nan, 0.6095373784780422, 0.7020480808914569, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9712268170934621, nan, nan, 0.9905824619989615, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43507030603804797, nan, 0.7072894550601557, 0.987055141985267, nan, nan, 0.9153252480705623, nan, 0.8624958622972526, nan, nan, 0.8047967055275216, 0.8337677381986678, nan, nan, 0.8807674013001427, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9726354016800483, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13448275862068965, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7413640389725421, nan, nan, nan, 0.9163809360534888, nan, nan, nan, 0.23994720633523978, 0.8262923117292049, nan, nan, 0.9374245472837022, 0.778892192933824, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0281        | 84.0  | 1680 | 0.2072          | 0.6443   | 0.7524        | 0.9438           | [0.8738443668514337, 0.9796780612062219, 0.960843882664013, 0.9272989787035267, 0.2616828741220962, 0.9674702534919813, 0.9840758213905898, nan, 0.7107714202213496, nan, 0.8542480650097306, 0.8860216473072862, 0.9237777616665458, 0.7737296840070086, 0.48627140729709606, 0.9218160957220127, 0.9755614738018523, 0.5937749401436552, nan, 0.805702183121538, 0.43927233814874267, nan, 0.9280787142406947, nan, 0.0, nan, nan, 0.919829793643621, nan, nan, nan, nan, nan, 0.6822607156404097, nan, nan, 0.5652580695462343, 0.7042347792508689, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8645684655549333, nan, nan, 0.9698895551276551, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34594264795607077, nan, 0.6792997653853096, 0.8903436123348017, nan, nan, 0.8266427002196924, 0.0, 0.8613532856213403, nan, nan, 0.7719667031026655, 0.8450460829493087, nan, nan, 0.869942045632538, nan, nan, nan, nan, nan, nan, 0.8226288931902165, 0.0, nan, 0.9684136288485773, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11665682220909628, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8949473684210526, 0.6916802610114192, nan, nan, nan, 0.9211822660098522, nan, nan, nan, 0.24859796705222573, 0.8255541069100392, 0.0, nan, 0.9072588534533359, 0.8002070903801588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9607549550147737, 0.988047274396818, 0.9956061206953533, 0.9671761444795908, 0.2817157397310069, 0.993772052884411, 0.9913115705716619, nan, 0.7492933974522122, nan, 0.9994959239366602, 0.9743794454928146, 0.9471949648131629, 0.8576786551470096, 0.4938168528174672, 0.9631550618975387, 0.9987067876910531, 0.8575380359612724, nan, 0.8517740268687565, 0.9480369515011547, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9587863563213879, nan, nan, nan, nan, nan, 0.8871352240032881, nan, nan, 0.6076097888032183, 0.7056335121749897, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9897374288594089, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46898263027295284, nan, 0.7103562160887001, 0.9820793407063305, nan, nan, 0.9126791620727673, nan, 0.8764647467725919, nan, nan, 0.7987645728206021, 0.8496959165942659, nan, nan, 0.8806088473125099, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9718406274655405, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1238244514106583, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8958904109589041, 0.7511071744906997, nan, nan, nan, 0.9216955254585977, nan, nan, nan, 0.24962604487461504, 0.8307530831802676, nan, nan, 0.9329979879275654, 0.8179527241570486, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0377        | 85.0  | 1700 | 0.2058          | 0.6449   | 0.7527        | 0.9445           | [0.8757444488200903, 0.9792639096937132, 0.9614307350774912, 0.9266387726638773, 0.26414076720825186, 0.9675883765212352, 0.9838634949011826, nan, 0.7159368014631172, nan, 0.8466997452848246, 0.8856049610766592, 0.9199893865933376, 0.7692401363857769, 0.5241113211640376, 0.9181343999251514, 0.9755931538365505, 0.5942213049690427, nan, 0.8004889975550122, 0.43793659322944656, nan, 0.927004234174336, nan, 0.0, nan, nan, 0.9213997341959427, nan, nan, nan, nan, nan, 0.6817995264404104, nan, nan, 0.5603305785123966, 0.7040002059308073, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8607735998274498, nan, nan, 0.9704072868186085, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3375796178343949, nan, 0.6833626641397049, 0.8898902959540019, nan, nan, 0.8251197126895451, 0.0, 0.8547147694712165, nan, nan, 0.7681354411929588, 0.8378456221198156, nan, nan, 0.869235595524417, nan, nan, nan, nan, nan, nan, 0.8203866432337434, 0.0, nan, 0.9694943271470433, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16399182958856143, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6938775510204082, nan, nan, nan, 0.9251499571550985, nan, nan, nan, 0.2343092566619916, 0.8288993218570684, 0.0, nan, 0.9101673353557099, 0.8079424517146235, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9597689319743701, 0.9881246550114265, 0.9954722717958887, 0.9686525351473253, 0.2848418756815703, 0.9937082855078009, 0.9921563445356338, nan, 0.7550935662331052, nan, 0.9995828336027534, 0.97430686601829, 0.9450887104767569, 0.8461589980577322, 0.5328218781014193, 0.960341537407643, 0.9986976591335782, 0.8628400184416782, nan, 0.8458491215983466, 0.941108545034642, nan, 0.9685214975138929, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8876284422523634, nan, nan, 0.5966309084813946, 0.7054529508873297, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9717543930846962, nan, nan, 0.9892283727512446, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7145081387119604, 0.9806798965966297, nan, nan, 0.9119073869900772, nan, 0.8689175769612711, nan, nan, 0.794733484136651, 0.8424558355053576, nan, nan, 0.8786533481317055, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.0, nan, 0.9730995034111477, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1761755485893417, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7528786536758193, nan, nan, nan, 0.9254671695525458, nan, nan, nan, 0.2351957765068192, 0.8339018630280767, nan, nan, 0.9357142857142857, 0.826470439997984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0209        | 86.0  | 1720 | 0.2077          | 0.6334   | 0.7532        | 0.9445           | [0.8759483319956993, 0.9790471222396105, 0.9606095667944832, 0.9268888519640667, 0.25204081632653064, 0.9669768403639372, 0.9836291137818712, nan, 0.7131189187815969, nan, 0.8522520119158775, 0.8846356568717881, 0.9152729454109179, 0.7695902883156297, 0.521812574581183, 0.9174699774685837, 0.9756964885677757, 0.5942304644159138, nan, 0.8017114192977279, 0.4379679144385027, nan, 0.9270323212536729, nan, 0.0, nan, nan, 0.9227402139694724, nan, nan, nan, nan, nan, 0.684721189002675, nan, nan, 0.5642453655819875, 0.7048661174047374, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8658220975477332, nan, nan, 0.9706175994888281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3426930440331844, nan, 0.6748552298226566, 0.891729797979798, nan, nan, 0.8258726486268987, 0.0, 0.8556821882123087, nan, nan, 0.776294803995635, 0.8448474381116868, nan, nan, 0.8689485528863767, nan, nan, nan, nan, nan, nan, 0.821917808219178, 0.0, nan, 0.9680192393296296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1853686971728359, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8926315789473684, 0.6882690730106645, nan, nan, nan, 0.9245137520349584, nan, nan, nan, 0.24046972219787924, 0.8308133472367049, 0.0, nan, 0.9053138198605245, 0.8047975568909467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9602104843796687, 0.9875675145862458, 0.996010972304845, 0.9676891902366285, 0.2693565976008724, 0.9939846108064447, 0.9918967771165363, nan, 0.7520260404806237, nan, 0.9995306878030975, 0.9745246044418638, 0.9451878283278818, 0.8491728618310896, 0.5304273854345531, 0.9663355678426383, 0.998530302246538, 0.8642231443061319, nan, 0.8423355149844988, 0.9457274826789839, nan, 0.9689236618894413, nan, nan, nan, nan, 0.9625806282791014, nan, nan, nan, nan, nan, 0.8890258939580764, nan, nan, 0.5943680858196446, 0.7061751960379694, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9897985155923886, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.703798065581505, 0.9883574024762386, nan, nan, 0.9051819184123484, nan, 0.8698444223766965, nan, nan, 0.8045937010614234, 0.8499855198378222, nan, nan, 0.8774906188890651, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714055320926347, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1993730407523511, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8935721812434141, 0.7431355181576617, nan, nan, nan, 0.924909994856849, nan, nan, nan, 0.2414430268367796, 0.8362634479139334, nan, nan, 0.9272635814889336, 0.8234967995564739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0119        | 87.0  | 1740 | 0.2100          | 0.6436   | 0.7509        | 0.9442           | [0.8746543248972808, 0.9789932944263435, 0.9606504500369719, 0.9272285761820312, 0.25499524262607043, 0.9677259082910672, 0.983442220932627, nan, 0.7102508067999899, nan, 0.8452652155381473, 0.8845824833848785, 0.9164099354962935, 0.7709608972415883, 0.5099578111428217, 0.9166242303597055, 0.9757316054133299, 0.5941843745007189, nan, 0.8021877848678214, 0.43670212765957445, nan, 0.9267490288034158, nan, 0.0, nan, nan, 0.9222450307915686, nan, nan, nan, nan, nan, 0.6828651774147683, nan, nan, 0.5653280318091451, 0.703568302353123, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8677933488237003, nan, nan, 0.9728962054687657, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3365570599613153, nan, 0.6700063469036177, 0.8921286885820425, nan, nan, 0.8267550467008135, 0.0, 0.8515212717440875, nan, nan, 0.7819441727905222, 0.8347725964306275, nan, nan, 0.8684554631518385, nan, nan, nan, nan, nan, nan, 0.8300212916962385, 0.0, nan, 0.9685742199920222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1138353765323993, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8860092709650231, 0.6957585644371941, nan, nan, nan, 0.929508056222146, nan, nan, nan, 0.24377847879425166, 0.8183716075156576, 0.0, nan, 0.9068255687973997, 0.8111702127659575, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9597434790788265, 0.9873869598188262, 0.9961200343710754, 0.9668255016960038, 0.2727735368956743, 0.9936232623389873, 0.991726878442218, nan, 0.7488111663295514, nan, 0.9996523613356277, 0.9756858760342575, 0.9434780453959758, 0.8517179023508138, 0.5179350651396525, 0.9688310417380241, 0.998420759556839, 0.8573075149838635, nan, 0.8487771271098863, 0.9480369515011547, nan, 0.9681193331383445, nan, nan, nan, nan, 0.9640067511873455, nan, nan, nan, nan, nan, 0.8882860665844636, nan, nan, 0.5957928260140798, 0.70491126702435, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9700296254210462, nan, nan, 0.9903788395556958, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4317617866004963, nan, 0.6972870960132107, 0.9895624793484811, nan, nan, 0.9076074972436604, nan, 0.8652763985435287, nan, nan, 0.8115828548228061, 0.8398494063133507, nan, nan, 0.877543470218276, nan, nan, nan, nan, nan, nan, 0.9760066764030878, 0.0, nan, 0.9719624541699541, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12225705329153605, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8861959957850368, 0.7555358724534986, nan, nan, nan, 0.9296674095662609, nan, nan, nan, 0.24478662560492742, 0.8228811335607452, nan, nan, 0.9262575452716297, 0.8300992893503352, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.046         | 88.0  | 1760 | 0.2084          | 0.6323   | 0.7524        | 0.9440           | [0.8738586987730413, 0.9786507607934537, 0.9606974094172583, 0.9266005703812213, 0.2573499525809511, 0.9676183771920743, 0.9836130795802402, nan, 0.7010757347880394, nan, 0.8520960834580561, 0.8835270172674151, 0.9183939701406001, 0.7649463152757443, 0.5070914282167464, 0.9175750266709959, 0.9757033970635904, 0.594015748031496, nan, 0.802283341982356, 0.44299674267100975, nan, 0.9275610951614033, nan, 0.0, nan, nan, 0.922552392868314, nan, nan, nan, nan, nan, 0.6806774514920063, nan, nan, 0.5690012763241863, 0.7056672760511883, 0.0, 0.0, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.8666171650035315, nan, nan, 0.9729405291852148, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34440894568690095, nan, 0.6745738252006855, 0.891617407167038, nan, nan, 0.8212246505217563, 0.0, 0.8585569158635061, nan, nan, 0.7814876957494408, 0.8406672418751797, nan, nan, 0.8707319619922732, nan, nan, nan, nan, nan, nan, 0.8207696362677912, 0.0, nan, 0.9679387106100029, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18735431235431235, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8854495683301747, 0.682526661197703, nan, nan, nan, 0.9306489612336689, nan, nan, nan, 0.22970366473785728, 0.8249412992434124, 0.0, nan, 0.907628946852324, 0.8116413059536121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.959913902814205, 0.9877583867689467, 0.9961068147266838, 0.9665708243058195, 0.2761904761904762, 0.9933894486247502, 0.9917599142955577, nan, 0.7368089694988815, nan, 0.9994959239366602, 0.9767019886776019, 0.9420160570918823, 0.8397963967584221, 0.5148001701350052, 0.967950286245535, 0.9983325168345815, 0.8695251267865376, nan, 0.852084050981743, 0.9422632794457275, nan, 0.9685946183094472, nan, nan, nan, nan, 0.9647263544896704, nan, nan, nan, nan, nan, 0.8845869297163995, nan, nan, 0.5978042239356353, 0.7069232356582749, nan, nan, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.9709833204821233, nan, nan, 0.9902159416010833, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7057324840764331, 0.9880075414488134, nan, nan, 0.9197353914002205, nan, 0.8728235683548494, nan, nan, 0.8104518299402587, 0.8465102809151462, nan, nan, 0.8814544685798847, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.9711618786838075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20156739811912225, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8861959957850368, 0.7369353410097431, nan, nan, nan, 0.9311674952854448, nan, nan, nan, 0.23053233611966564, 0.8297034898976646, nan, nan, 0.9311871227364185, 0.830704097575727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0159        | 89.0  | 1780 | 0.2122          | 0.6189   | 0.7507        | 0.9437           | [0.8739680165762338, 0.9787646168942677, 0.9607463438269007, 0.9264891999858592, 0.2596928073617971, 0.9670252378982209, 0.9835581925719182, nan, 0.7023105171886157, nan, 0.846479930525913, 0.8842942607323647, 0.9150013194827628, 0.7669150160518505, 0.5194579676889206, 0.9169220767158911, 0.9757007955981858, 0.593539281793947, nan, 0.8001571246194639, 0.4401939655172414, nan, 0.9273281266416838, nan, 0.0, nan, nan, 0.921505295575753, nan, nan, nan, nan, nan, 0.6809217815200532, nan, nan, 0.5613494508967369, 0.7017896227629715, 0.0, nan, nan, 0.0, 0.0, 0.2328888888888889, nan, nan, nan, 0.8659939491657458, nan, nan, 0.9718242167552792, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33814303638644916, nan, 0.6707945403597577, 0.8918354818907305, nan, nan, 0.8274661893396977, 0.0, 0.8543784206411259, nan, nan, 0.7766311491456218, 0.8377911993097498, nan, nan, 0.8686837017296337, nan, nan, nan, nan, nan, nan, 0.8207596709259584, 0.0, nan, 0.9684610981666387, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14210526315789473, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.886923562855338, 0.6857610474631751, nan, nan, nan, 0.9290427628759962, nan, nan, nan, 0.22671106826746124, 0.8239289446185998, 0.0, nan, 0.9064585787200629, 0.7879863885190117, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9596925732877395, 0.9879389415363663, 0.9961051622711349, 0.9673164015930256, 0.27902580879680117, 0.9936232623389873, 0.9912171824192627, nan, 0.737786827053166, nan, 0.9996175974691905, 0.9762665118304543, 0.9450887104767569, 0.8479673163217467, 0.5277965941492462, 0.966139844399863, 0.9982229741448824, 0.8725218994928539, nan, 0.8420254908715122, 0.9434180138568129, nan, 0.9680462123427903, nan, nan, nan, nan, 0.9630647250461201, nan, nan, nan, nan, nan, 0.8841348129880806, nan, nan, 0.5954575930271538, 0.703002476269088, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9699687512682115, nan, nan, 0.988169536046263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7002594951639538, 0.988318529028747, nan, nan, 0.91742006615215, nan, 0.8681231380337636, nan, nan, 0.8053477176497883, 0.843614248479583, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9717478071193205, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1523510971786834, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7422497785651019, nan, nan, nan, 0.9292816732384708, nan, nan, nan, 0.22762868455785307, 0.8276043033324587, nan, nan, 0.9290744466800804, 0.8053021521092687, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                          |
| 0.0119        | 90.0  | 1800 | 0.2117          | 0.6181   | 0.7497        | 0.9437           | [0.8739575098067849, 0.9784397974771497, 0.9607283158691582, 0.9261512343495791, 0.255613594735771, 0.9685958293603084, 0.9834329944698605, nan, 0.7031152369900919, nan, 0.8437738395634059, 0.8834658083163633, 0.9193820902727492, 0.7661344180681198, 0.5164295235438172, 0.914827594192159, 0.9757241559816667, 0.5916982323232324, nan, 0.8024743610613707, 0.42700156985871274, nan, 0.9268796860766589, nan, 0.0, nan, nan, 0.9231058563923821, nan, nan, nan, nan, nan, 0.6798546947800679, nan, nan, 0.5654242664551943, 0.701153568853641, 0.0, nan, nan, 0.0, 0.0, 0.23022222222222222, nan, nan, nan, 0.8646394848232698, nan, nan, 0.9705282112845138, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3397755610972569, nan, 0.6719414051903427, 0.8922019561194819, nan, nan, 0.8283210515833499, 0.0, 0.8555982544128183, nan, nan, 0.7736424137352497, 0.8317031070195627, nan, nan, 0.8655154369440083, nan, nan, nan, nan, nan, nan, 0.8246387028551286, 0.0, nan, 0.9683583090513852, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12635590735854588, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8828240252897788, 0.6841243862520459, nan, nan, nan, 0.9234956283216184, nan, nan, nan, 0.2278902620738014, 0.81478578892372, 0.0, nan, 0.9044385395138274, 0.8066105117974484, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.96033000232396, 0.9879492589516474, 0.9961547359376033, 0.9665191506324489, 0.27393675027262815, 0.9932194022871232, 0.9911652689354432, nan, 0.7386039408998969, nan, 0.9997218890685022, 0.9761213528814051, 0.9438497373376945, 0.8451543767999464, 0.5248822445218103, 0.9665068258550668, 0.9982290598498657, 0.8642231443061319, nan, 0.8490527040992077, 0.9422632794457275, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9633002315814264, nan, nan, nan, nan, nan, 0.8846074804767776, nan, nan, 0.5975527991954408, 0.702383408997111, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.9699078771153768, nan, nan, 0.9877113855489152, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4507857733664185, nan, 0.7012031139419674, 0.9840424498046609, nan, nan, 0.9170893054024256, nan, 0.8696458126448195, nan, nan, 0.8023606519343426, 0.8372429771213438, nan, nan, 0.8741609851487765, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9716839931312944, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13510971786833856, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8828240252897788, 0.7404782993799823, nan, nan, nan, 0.9234956283216184, nan, nan, nan, 0.22877254729432467, 0.8184203621096825, nan, nan, 0.9245472837022133, 0.8253112242326496, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0133        | 91.0  | 1820 | 0.2147          | 0.6286   | 0.7480        | 0.9432           | [0.8729263150270993, 0.978042240212478, 0.9606871737342962, 0.9266024893450097, 0.24815875613747954, 0.9676203883897148, 0.9834365332322396, nan, 0.7050248257120726, nan, 0.8473836995122527, 0.8858010429731336, 0.9202058269314394, 0.7660041458358737, 0.4889030196814368, 0.9140078721926372, 0.9757232034783954, 0.5941568751984757, nan, 0.8012912482065997, 0.4252214695153726, nan, 0.9272510852821734, nan, 0.0, nan, nan, 0.9214326107445806, nan, nan, nan, nan, nan, 0.6813299636708261, nan, nan, 0.5575214217708664, 0.7019594716378711, 0.0, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.8643056108237167, nan, nan, 0.9700780009388077, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34927627438640657, nan, 0.6761896137999729, 0.8890040218479426, nan, nan, 0.8293781916491438, 0.0, 0.8515986195220421, nan, nan, 0.7736529961394282, 0.8435432844406098, nan, nan, 0.8678840519045625, nan, nan, nan, nan, nan, nan, 0.8223510806536637, 0.0, nan, 0.9681953261410021, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11300264162019372, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.888139877817569, 0.6814814814814815, nan, nan, nan, 0.9203118975193865, nan, nan, nan, 0.219552827707146, 0.8179205851619644, 0.0, nan, 0.9061670109176748, 0.7801134961756724, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9603454953908126, 0.9878202912606334, 0.9962406636261485, 0.9677630097700153, 0.26455834242093784, 0.9934532160013604, 0.9916608067355386, nan, 0.7437075536147241, nan, 0.9995654516695347, 0.973943968645667, 0.9438745168004757, 0.8414707655213984, 0.4965894232738386, 0.9657973283750061, 0.99831121686714, 0.8626094974642693, nan, 0.8465036169479848, 0.9422632794457275, nan, 0.9683386955250073, nan, nan, nan, nan, 0.9593358715704361, nan, nan, nan, nan, nan, 0.8864570489108097, nan, nan, 0.5889205497820985, 0.7032088320264135, nan, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.9696035063512033, nan, nan, 0.9889025768420195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45905707196029777, nan, 0.7046473224817174, 0.9838675192909483, nan, nan, 0.9132304299889746, nan, 0.8658060244952003, nan, nan, 0.8020126442781741, 0.8494063133507095, nan, nan, 0.8766449976216902, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714867498955772, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1206896551724138, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8885142255005268, 0.733392382639504, nan, nan, nan, 0.9206668952511572, nan, nan, nan, 0.22032556093268807, 0.8215691419574914, nan, nan, 0.926861167002012, 0.7967844362683333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0094        | 92.0  | 1840 | 0.2154          | 0.6403   | 0.7476        | 0.9429           | [0.8718435580202635, 0.9786971965960491, 0.9610000589845412, 0.9265608039063854, 0.25239812232124637, 0.9664503059368281, 0.9833384035756909, nan, 0.7071672787134354, nan, 0.8515512773047019, 0.8845191040843214, 0.9212885763309892, 0.7646412213740458, 0.4633185470111983, 0.9143340047695122, 0.9757033248081841, 0.5955378486055777, nan, 0.803858835819921, 0.43037974683544306, nan, 0.9276564468710625, nan, 0.0, nan, nan, 0.9216203320023104, nan, nan, nan, nan, nan, 0.6801327210969933, nan, nan, 0.5572330058311367, 0.7021857220091137, 0.0, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.8634515656903312, nan, nan, 0.9702490222683374, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35375, nan, 0.6828664084316728, 0.8888947562971959, nan, nan, 0.8277622097678142, 0.0, 0.8542032949143713, nan, nan, 0.7707528687377554, 0.844559585492228, nan, nan, 0.8706220595922635, nan, nan, nan, nan, nan, nan, 0.8188494492044064, 0.0, nan, 0.9684231825408296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10390372761960669, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8940829648347021, 0.6851239669421487, nan, nan, nan, 0.9199434592649705, nan, nan, nan, 0.21028160364944293, 0.8196078431372549, 0.0, nan, 0.9048696507624201, 0.7757055456877837, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                          | [0.9603709482863562, 0.9878254499682739, 0.9961316015599181, 0.9672167452229534, 0.2697201017811705, 0.993772052884411, 0.9915711379907594, nan, 0.7480610290276345, nan, 0.9994785420034417, 0.9745246044418638, 0.9446426801466944, 0.8385908512490791, 0.4705808220041274, 0.96616430983021, 0.9983294739820898, 0.8614568925772246, nan, 0.8481915260075784, 0.9422632794457275, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9602909814080675, nan, nan, nan, nan, nan, 0.8888409371146733, nan, nan, 0.5846463291987931, 0.7035441601320677, nan, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.9696440891197597, nan, nan, 0.9901141303794504, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4681555004135649, nan, 0.715310214673272, 0.9815351124414469, nan, nan, 0.9119073869900772, nan, 0.8684541542535584, nan, nan, 0.7986485702685459, 0.8496959165942659, nan, nan, 0.8802388880080334, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9717884160207918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11097178683385579, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8948366701791359, 0.7342781222320638, nan, nan, nan, 0.9204954568832505, nan, nan, nan, 0.21091069071711394, 0.8226187352400944, nan, nan, 0.9253521126760563, 0.7923995766342422, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0151        | 93.0  | 1860 | 0.2154          | 0.6289   | 0.7482        | 0.9430           | [0.8714739520342054, 0.9783945886848747, 0.9608049108231622, 0.92599749874584, 0.2569279761501457, 0.9673640860081538, 0.9834985043325204, nan, 0.702122524673873, nan, 0.8532719988128803, 0.8854489164086687, 0.9183117603104587, 0.7667012384845342, 0.4668891130596725, 0.9161873267972334, 0.9757247917589786, 0.5927680404231802, nan, 0.800952039385739, 0.4303062302006336, nan, 0.9268566221568009, nan, 0.0, nan, nan, 0.921710641930058, nan, nan, nan, nan, nan, 0.6819622761134887, nan, nan, 0.5561065344317364, 0.7039697250540624, 0.0, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.8647029003874425, nan, nan, 0.9702388682977512, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3478802992518703, nan, 0.6812169909267368, 0.8924339907885948, nan, nan, 0.8256313005289949, 0.0, 0.8575607853335067, nan, nan, 0.7751273867517778, 0.842832469775475, nan, nan, 0.8690762632074485, nan, nan, nan, nan, nan, nan, 0.821749076192152, 0.0, nan, 0.9677201137861653, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13329418672930124, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8792413066385669, 0.6900826446280992, nan, nan, nan, 0.9242664382094667, nan, nan, nan, 0.203893712181005, 0.8247126436781609, 0.0, nan, 0.9062346588119784, 0.7944813993594482, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                        | [0.9608800061972267, 0.9879389415363663, 0.9960341066825302, 0.9674455857764523, 0.2756815703380589, 0.9935807507545806, 0.9915097856917, nan, 0.7404390982278006, nan, 0.9994959239366602, 0.975613296559733, 0.9440479730399445, 0.8416716897729556, 0.47392050914475653, 0.9625189607085188, 0.998378159621956, 0.8653757491931766, nan, 0.8462280399586635, 0.941108545034642, nan, 0.9668762796139222, nan, nan, nan, nan, 0.9607227433894624, nan, nan, nan, nan, nan, 0.8841964652692149, nan, nan, 0.5827187395239691, 0.705349773008667, nan, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.9691368045128038, nan, nan, 0.9887702222538969, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7120075489502241, 0.9867441544053335, nan, nan, 0.9120176405733186, nan, 0.873286991062562, nan, nan, 0.8029116640566093, 0.8479582971329279, nan, nan, 0.8781248348395962, nan, nan, nan, nan, nan, nan, 0.9743375756311288, 0.0, nan, 0.9709762379913677, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14231974921630094, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8792413066385669, 0.7395925597874224, nan, nan, nan, 0.9247814160809189, nan, nan, nan, 0.2045754509458865, 0.8283914982944109, nan, nan, 0.9285714285714286, 0.8126606521848697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0294        | 94.0  | 1880 | 0.2178          | 0.6154   | 0.7464        | 0.9425           | [0.8710517543965334, 0.9778187501276839, 0.9602541846501775, 0.9267156949404236, 0.24364406779661016, 0.9680432441388451, 0.9833608077477849, nan, 0.7053855615719195, nan, 0.8480549738991948, 0.8827925270403146, 0.9196303623992665, 0.7683200777123429, 0.4567801607746982, 0.9127450073964497, 0.9756935357236326, 0.5940451416680006, nan, 0.8009568132261529, 0.4263322884012539, nan, 0.9261827222747487, nan, 0.0, nan, nan, 0.9213912999849481, nan, nan, nan, nan, nan, 0.6801568429837961, nan, nan, 0.55888, 0.7020805438253167, 0.0, nan, nan, 0.0, 0.0, 0.21066666666666667, nan, nan, nan, 0.8657853217996845, nan, nan, 0.9699774356516704, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3452157598499062, nan, 0.673253863935095, 0.8892991512818269, nan, nan, 0.8287115827410151, 0.0, 0.8388696730405273, nan, nan, 0.773076815525293, 0.8436510221710337, nan, nan, 0.8616681501649301, nan, nan, nan, nan, nan, nan, 0.8206521739130435, 0.0, nan, 0.9675278118278327, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12031615925058547, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.6881188118811881, nan, nan, nan, 0.9223122080815872, nan, nan, nan, 0.21897746207138472, 0.8127615062761506, 0.0, nan, 0.9054187192118227, 0.777898371978293, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                            | [0.9601031395593329, 0.9876500539084948, 0.9963216339480468, 0.9674160579630976, 0.25917848055252635, 0.9935169833779705, 0.990976492630645, nan, 0.7451274563647811, nan, 0.9996349794024091, 0.977427783422848, 0.9444692239072257, 0.8475654678186324, 0.4636809023456576, 0.966115378969516, 0.9982838311947152, 0.8554633471645919, nan, 0.8477781605235962, 0.9422632794457275, nan, 0.9669859608072536, nan, nan, nan, nan, 0.9610890868888279, nan, nan, nan, nan, nan, 0.8876284422523634, nan, nan, 0.585484411666108, 0.7033120099050764, nan, nan, nan, 0.0, nan, 0.21066666666666667, nan, nan, nan, 0.9687512682115174, nan, nan, 0.9891061992852852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.456575682382134, nan, 0.7008256664307619, 0.9877548640401174, nan, nan, 0.9126791620727673, nan, 0.8509764978483946, nan, nan, 0.8017516385360478, 0.8485375036200405, nan, nan, 0.8697743248242693, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9707383858541793, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12884012539184952, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8891464699683878, 0.7387068201948627, nan, nan, nan, 0.9225098577061547, nan, nan, nan, 0.21970963484381875, 0.8155339805825242, nan, nan, 0.9245472837022133, 0.794718008164911, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0313        | 95.0  | 1900 | 0.2158          | 0.6279   | 0.7475        | 0.9422           | [0.8694105024198824, 0.9781126292938322, 0.9606823684298609, 0.926408580241673, 0.2576579018704256, 0.9670893407525392, 0.9836110083840857, nan, 0.7012927582656446, nan, 0.8547794937348574, 0.883655235842859, 0.9228772440562834, 0.7705247760102395, 0.4320464459243391, 0.9132524552281918, 0.9757342904807643, 0.5949204307989069, nan, 0.80098216593435, 0.4369296833064949, nan, 0.9268028257676436, nan, 0.0, nan, nan, 0.9213477508216463, nan, nan, nan, nan, nan, 0.6796151665931851, nan, nan, 0.5609027286309665, 0.703483432455395, 0.0, nan, nan, 0.0, nan, 0.22311111111111112, nan, nan, nan, 0.8673899611092938, nan, nan, 0.9694886806401982, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3625694873378629, nan, 0.6769614512471656, 0.8907231735863004, nan, nan, 0.8250595710881652, 0.0, 0.8492865055059621, nan, nan, 0.7765675185030023, 0.8431203223949338, nan, nan, 0.8667887029288703, nan, nan, nan, nan, nan, nan, 0.8210526315789474, 0.0, nan, 0.9679524982366069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07280260432080497, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8839022334597556, 0.6948738812042311, nan, nan, nan, 0.9223650385604113, nan, nan, nan, 0.22005961774504645, 0.8258030817445808, 0.0, nan, 0.9051969741624915, 0.7891179952644041, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9603886546484733, 0.9878409260911957, 0.9959927952938066, 0.9666372618858676, 0.27640857869865504, 0.9937507970922076, 0.9916324902898188, nan, 0.7390191954777436, nan, 0.9995828336027534, 0.9762665118304543, 0.9426355436614134, 0.8466947960618847, 0.43844420989618615, 0.9668982727406175, 0.998411630999364, 0.8531581373905025, nan, 0.8540130899069928, 0.9399538106235565, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9609713336211747, nan, nan, nan, nan, nan, 0.8869913686806412, nan, nan, 0.5978042239356353, 0.7048080891456872, nan, nan, nan, 0.0, nan, 0.22311111111111112, nan, nan, nan, 0.9684874802159004, nan, nan, 0.9879760947251606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4855252274607113, nan, 0.704269874970512, 0.9836925887772358, nan, nan, 0.9162072767364939, nan, 0.8628930817610063, nan, nan, 0.8063627399802795, 0.8482479003764842, nan, nan, 0.8759050790127372, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9712430964867499, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07711598746081505, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8840885142255005, 0.7564216120460585, nan, nan, nan, 0.9226812960740614, nan, nan, nan, 0.22085349758029035, 0.8297034898976646, nan, nan, 0.9269617706237424, 0.8062597651328058, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0272        | 96.0  | 1920 | 0.2180          | 0.6271   | 0.7463        | 0.9421           | [0.8690994996552112, 0.9785377877097258, 0.9603735840882739, 0.9257033935467444, 0.2458825941365407, 0.9664841409236491, 0.983561759214633, nan, 0.7015574021207178, nan, 0.8435588670998402, 0.8831006322444679, 0.9252186198328989, 0.7698296836982969, 0.43581500807553736, 0.9128774730996182, 0.9757070330042917, 0.5957717374026387, nan, 0.8010837660871528, 0.4396082698585419, nan, 0.9262329485834208, nan, 0.0, nan, nan, 0.9233815383844206, nan, nan, nan, nan, nan, 0.6815559454375899, nan, nan, 0.5648059796437659, 0.7027367987435957, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8634138410679769, nan, nan, 0.9697610193318112, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3445859872611465, nan, 0.6763081658518921, 0.892414398595259, nan, nan, 0.8257590791823775, 0.0, 0.854797733046707, nan, nan, 0.7736950933273723, 0.8346297896859695, nan, nan, 0.8700172404785539, nan, nan, nan, nan, nan, nan, 0.8213783403656821, 0.0, nan, 0.9677303713811586, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07949545321208566, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8811380400421497, 0.6819296811120196, nan, nan, nan, 0.9157024085026142, nan, nan, nan, 0.21794422031222593, 0.817398119122257, 0.0, nan, 0.9064952904238619, 0.795357090048795, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.959586335115036, 0.9871496592673603, 0.996404256725494, 0.9661611258955232, 0.26157760814249365, 0.9941971687284785, 0.9920006040841753, nan, 0.7373715724753191, nan, 0.9996871252020649, 0.973218173900421, 0.9411983348201011, 0.8476324425691514, 0.4420832086201736, 0.9651612271859862, 0.9982412312598322, 0.863992623328723, nan, 0.8555287633482604, 0.9330254041570438, nan, 0.9681558935361216, nan, nan, nan, nan, 0.9640590859729691, nan, nan, nan, nan, nan, 0.8861487875051377, nan, nan, 0.5952899765336909, 0.7040600495253817, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9698470029625421, nan, nan, 0.9902973905783895, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44747725392886684, nan, 0.7049304081151215, 0.9878326109351008, nan, nan, 0.9175303197353915, nan, 0.8687189672293942, nan, nan, 0.8029986659706514, 0.8389805965826818, nan, nan, 0.8801331853496115, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.970947231633174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08495297805642633, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8811380400421497, 0.7387068201948627, nan, nan, nan, 0.9157809017658152, nan, nan, nan, 0.21865376154861416, 0.82104434531619, nan, nan, 0.929476861167002, 0.8133158610957109, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0358        | 97.0  | 1940 | 0.2204          | 0.6267   | 0.7467        | 0.9412           | [0.8666664668427115, 0.9788055427724088, 0.9603455526740029, 0.9252411547107029, 0.25039081084754977, 0.9667748671614944, 0.9835737985707801, nan, 0.6955406698564593, nan, 0.8428519088444347, 0.8851007598282128, 0.9211232208018173, 0.7690342982242764, 0.39240997918414267, 0.9127165891688065, 0.9757001341236019, 0.5930763178599527, nan, 0.8038979631678271, 0.4368932038834951, nan, 0.9270811454176293, nan, 0.0, nan, nan, 0.9229207908386999, nan, nan, nan, nan, nan, 0.6800421390273432, nan, nan, 0.5644108280254777, 0.7010325205345418, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.8630572098899115, nan, nan, 0.9703220920035079, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35709895513214507, nan, 0.6771162706658235, 0.8936211419617234, nan, nan, 0.8263930200277613, 0.0, 0.864488414475397, nan, nan, 0.7753534111862324, 0.829057365234938, nan, nan, 0.8695924764890283, nan, nan, nan, nan, nan, nan, 0.8195198878570177, 0.0, nan, 0.9672023083283701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09456264775413711, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8802950474183351, 0.6787181594083813, nan, nan, nan, 0.9149346475251767, nan, nan, nan, 0.2222124824684432, 0.8248956158663883, 0.0, nan, 0.9080954243253813, 0.7813994772917797, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9599393557097484, 0.9875056100945591, 0.9961910899596801, 0.96473271792449, 0.2678298800436205, 0.9939208434298347, 0.9918920577089164, nan, 0.7302184774891833, nan, 0.9996697432688464, 0.9722746407316011, 0.9445187828327882, 0.8469626950639609, 0.3979426266954426, 0.9652590889073739, 0.9983173025721233, 0.8688335638543108, nan, 0.8510850843954529, 0.9353348729792148, nan, 0.968229014331676, nan, nan, nan, nan, 0.9637712446520391, nan, nan, nan, nan, nan, 0.8888203863542951, nan, nan, 0.5941166610794503, 0.7022802311184482, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9912951405503915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48056244830438377, nan, 0.7072422741212551, 0.9865109137203832, nan, nan, 0.9189636163175303, nan, 0.8793114862628268, nan, nan, 0.8048547068035496, 0.8328989284679988, nan, nan, 0.8796575233867132, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9703613031976609, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10031347962382445, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8802950474183351, 0.7316209034543845, nan, nan, nan, 0.9150522887022116, nan, nan, nan, 0.22305323361196655, 0.829441091577014, nan, nan, 0.9344064386317907, 0.7986492616299582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0094        | 98.0  | 1960 | 0.2193          | 0.6398   | 0.7480        | 0.9418           | [0.8682387005890121, 0.9781146845714402, 0.9602914076473802, 0.9259642141486522, 0.24637088529952975, 0.966499266331866, 0.9833691414020849, nan, 0.7050110706741659, nan, 0.8476130116291066, 0.8831996845011174, 0.9232991092016797, 0.7646122773731563, 0.4101150638985077, 0.9127277772638979, 0.9757173276867074, 0.5931962025316456, nan, 0.8037802907915994, 0.4271488469601677, nan, 0.9273019871256647, nan, 0.0, nan, nan, 0.9230105536937928, nan, nan, nan, nan, nan, 0.67957635654035, nan, nan, 0.566890166028097, 0.7035969000231725, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8639279969637274, nan, nan, 0.9691012355520128, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34181141439205953, nan, 0.6764108810393828, 0.8915785405614306, nan, nan, 0.8272277227722772, 0.0, 0.85546722272905, nan, nan, 0.7733079869167762, 0.8361175115207373, nan, nan, 0.867402447954807, nan, nan, nan, nan, nan, nan, 0.8206026629292221, 0.0, nan, 0.9673528391349601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12101724641917568, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8902002107481559, 0.6872964169381107, nan, nan, nan, 0.9133638973392176, nan, nan, nan, 0.2217741935483871, 0.8224079394097675, 0.0, nan, 0.9046871935673662, 0.8014586310550436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9596726536303576, 0.9874746578487157, 0.9962951946592636, 0.9653601839582772, 0.2628135223555071, 0.9940483781830549, 0.9914814692459802, nan, 0.7421536977750391, nan, 0.9996002155359719, 0.9752503991871099, 0.942585984735851, 0.8367155582345456, 0.416058854109233, 0.9656505357929246, 0.9983081740146483, 0.8642231443061319, nan, 0.8569410954185326, 0.941108545034642, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9657730502021431, nan, nan, nan, nan, nan, 0.8874434854089601, nan, nan, 0.5952061682869595, 0.7048854725546843, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9699687512682115, nan, nan, 0.99020576047892, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4557485525227461, nan, 0.7074309978768577, 0.9864914769966374, nan, nan, 0.9211686879823594, nan, 0.8691161866931479, nan, nan, 0.8022156487442724, 0.8407182160440196, nan, nan, 0.8764335923048465, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.970517937531907, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12978056426332288, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8902002107481559, 0.7475642161204605, nan, nan, nan, 0.9136379221669809, nan, nan, nan, 0.22261328640563133, 0.8262923117292049, nan, nan, 0.928169014084507, 0.8197167481477748, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0289        | 99.0  | 1980 | 0.2196          | 0.6274   | 0.7468        | 0.9419           | [0.8687380531611786, 0.9788681985049749, 0.9604636787132215, 0.925547042468748, 0.24836467702371218, 0.966896865437102, 0.9835856103793985, nan, 0.7040263505951775, nan, 0.8438444607483492, 0.8841162131892747, 0.9217962388522684, 0.7696564305259957, 0.4197897091027692, 0.9134047822967061, 0.9757158703300036, 0.5944524151123864, nan, 0.804112343516897, 0.4375, nan, 0.927459145466634, nan, 0.0, nan, nan, 0.9220979125994894, nan, nan, nan, nan, nan, 0.6826550157508984, nan, nan, 0.5629281503903139, 0.7031306317903301, 0.0, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.8630636485071663, nan, nan, 0.969993821378032, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3376040999359385, nan, 0.6771774485001807, 0.8922410770633196, nan, nan, 0.8274693511412339, 0.0, 0.858379433778067, nan, nan, 0.7732788993904144, 0.8337654854508787, nan, nan, 0.8704419600877651, nan, nan, nan, nan, nan, nan, 0.8219803370786517, 0.0, nan, 0.9675971968452945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10560093348891482, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.6876019575856444, nan, nan, nan, 0.9149063798791722, nan, nan, nan, 0.22521258876128694, 0.8215778474399164, 0.0, nan, 0.907843137254902, 0.7788575374901342, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9596294943726967, 0.9876294190779326, 0.9961993522374248, 0.9657588094385655, 0.2649945474372955, 0.9939846108064447, 0.9917693531107975, nan, 0.7415509088717132, nan, 0.9996002155359719, 0.9740165481201916, 0.9425364258102884, 0.8476994173196705, 0.4257943571889916, 0.9654058814894554, 0.998369031064481, 0.859612724757953, nan, 0.8540819841543231, 0.9376443418013857, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9640460022765632, nan, nan, nan, nan, nan, 0.8862309905466502, nan, nan, 0.5922728796513577, 0.704472761040033, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9701716651109938, nan, nan, 0.9909795257633296, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4358974358974359, nan, 0.7072422741212551, 0.9892709284922934, nan, nan, 0.9153252480705623, nan, 0.8731545845746441, nan, nan, 0.8019836436401601, 0.8381117868520127, nan, nan, 0.8806088473125099, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9708080011138441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11347962382445141, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7466784765279008, nan, nan, nan, 0.9151808674781416, nan, nan, nan, 0.2260448746150462, 0.8252427184466019, nan, nan, 0.93158953722334, 0.7957764225593468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0231        | 100.0 | 2000 | 0.2163          | 0.6274   | 0.7469        | 0.9418           | [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]                             | [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]                    |


### Framework versions

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

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

pls-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



### Framework versions


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



### Training hyperparameters


The following hyperparameters were used during training:


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


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


The following hyperparameters were used during training:


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


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