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# pls-gelu-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: 0.2162
- Mean Iou: 0.6275
- Mean Accuracy: 0.7470
- Overall Accuracy: 0.9419
- Per Category Iou: [0.8685218749687071, 0.9788782456158296, 0.9606716149161357, 0.9253138334602241, 0.24566552901023891, 0.9673287812952618, 0.9833229666973768, nan, 0.6997756475627167, nan, 0.8422355336194145, 0.8849884526558891, 0.9198037983859276, 0.7675987245523669, 0.4259095355662179, 0.9140075841657418, 0.9757245751875003, 0.5952880426012587, nan, 0.8031902797180078, 0.43475935828877005, nan, 0.9271270640917996, nan, 0.0, nan, nan, 0.9220219140987388, nan, nan, nan, nan, nan, 0.6804193386143593, nan, nan, 0.5649463383838383, 0.7019282753649306, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8639147321831813, nan, nan, 0.9696930423599549, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919627154414351, nan, nan, 0.8257598257598258, 0.0, 0.8610134166992315, nan, nan, 0.7764935790061418, 0.8315092165898618, nan, nan, 0.869378791047898, nan, nan, nan, nan, nan, nan, 0.8238296374516015, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09776864357017029, nan, nan, 0.0, nan, nan, 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, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.2217741935483871, 0.8228541612314114, 0.0, nan, 0.9068718753063425, 0.777870955011839, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.9598309042417804, 0.9873921185264668, 0.9962340538039527, 0.9644669676042977, 0.26165030897855324, 0.9937295413000042, 0.9923073655794724, nan, 0.7353488808219362, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4320956536807448, 0.9670939961833929, 0.998369031064481, 0.8503918856615952, nan, 0.8516362383740957, 0.9387990762124712, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8896629675297986, nan, nan, 0.5999832383506537, 0.7032862154354107, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9902872094562263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.9196251378169791, nan, 0.8752068851373718, nan, nan, 0.8066237457224059, 0.8360845641471184, nan, nan, 0.8787061994609164, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438871473354232, nan, nan, 0.0, nan, nan, 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, 0.9157380421738385, nan, nan, nan, 0.22261328640563133, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7947684088503604, 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, 0.9137088054158243, 0.5747675962815405, 0.9107026007030572, 0.8487774294670847, 0.9760582258241872, 0.5338296112489661, nan, 0.7846778120434994, 0.5497866287339972, nan, 0.9038519968940955, nan, 0.0, nan, nan, 0.8968909926766707, nan, nan, nan, nan, nan, 0.6853492960572518, nan, nan, 0.6837282780410743, 0.9318723684878, 0.0, nan, nan, 0.0, 0.0, 0.4291920069504778, nan, nan, nan, 0.8979626711223346, nan, nan, 0.9895701866865907, nan, 0.09646256570535587, nan, nan, nan, nan, nan, nan, 0.34575260804769004, nan, 0.8046462080550661, 0.7515476138209597, nan, nan, 0.8324633113365508, nan, 0.7898716370669949, nan, nan, 0.8725899260956121, 0.8209644816632977, nan, nan, 0.8700244109002142, nan, nan, nan, nan, nan, nan, 0.7378111148994204, 0.0, nan, 0.9809370339259081, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7434462444771723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9083719135802469, 0.271036315323295, nan, nan, nan, 0.9814439090371122, nan, nan, nan, 0.470176038284054, 0.8237577639751553, 0.0, nan, 0.9149274498111707, 0.9366989912772282, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]    | [0.9395206002456757, 0.9891615552471795, 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, 0.842334566378956, nan, nan, 0.7254441837076768, 0.9476888155179529, nan, nan, nan, 0.0, nan, 0.4391111111111111, nan, nan, nan, 0.9596404366705896, nan, nan, 0.997851783223547, nan, 0.09659980082515293, nan, nan, nan, nan, nan, nan, 0.7675765095119934, nan, 0.9265864590705355, 0.9981535112441446, nan, nan, 0.9318632855567806, nan, 0.8921549155908639, nan, nan, 0.9279334145351198, 0.8233420214306401, nan, nan, 0.9229956133396755, nan, nan, nan, nan, nan, nan, 0.9029835176298769, 0.0, nan, 0.9958636933215761, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7912225705329153, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9924130663856692, 0.271036315323295, nan, nan, nan, 0.9951568661066347, nan, nan, nan, 0.4841179058512978, 0.8352138546313304, nan, nan, 0.9261569416498994, 0.9688019757068697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]       |
| 0.1831        | 2.0   | 40   | 0.1248          | 0.6877   | 0.7875        | 0.9584           | [0.9172159758044477, 0.9821494521728426, 0.9682313648143698, 0.9109209291746041, 0.17895339954163483, 0.9708509835171748, 0.9844997563444166, nan, 0.8506306218224482, nan, 0.8806148748159057, 0.8446081281902177, 0.9194468411465823, 0.6330292908530318, 0.917229910135331, 0.8438263604105136, 0.9748195031586947, 0.5588631012445341, nan, 0.7911082680313449, 0.5737963693764798, nan, 0.9132947976878613, nan, 0.0, nan, nan, 0.9044381750164676, nan, nan, nan, nan, nan, 0.7094443992516066, nan, nan, 0.6580006439150032, 0.8918481642812695, 0.0, nan, nan, 0.0, nan, 0.48442622950819675, nan, nan, nan, 0.9011837166778943, nan, nan, 0.9890751724972764, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.413867047891351, nan, 0.797870584351271, 0.8356403928810734, nan, nan, 0.8065164923572004, nan, 0.9018156512937306, nan, nan, 0.868433236199243, 0.6597161888213148, nan, nan, 0.8863738795132455, nan, nan, nan, nan, nan, nan, 0.7635009310986964, 0.0, nan, 0.9807468111370182, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7605790645879733, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9159864622735417, 0.3029229406554473, nan, nan, nan, 0.9808758197588322, nan, nan, nan, 0.3184564917127072, 0.8988336713995944, 0.0, nan, 0.8979420802681813, 0.9294648550546917, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9517911091929219, 0.9877480693536655, 0.9920979575649415, 0.9460120842576154, 0.2043620501635769, 0.9840581558474685, 0.9915852962136192, nan, 0.932340294428891, nan, 0.997757730614799, 0.9487588909856293, 0.9506145306769749, 0.6600361663652803, 0.9470533562280439, 0.9715956353672262, 0.9991693012697823, 0.7660212079299217, nan, 0.8520151567344126, 0.8394919168591224, nan, 0.9762357414448669, nan, nan, nan, nan, 0.9521267548507805, nan, nan, nan, nan, nan, 0.8961364570489108, nan, nan, 0.6851324170298357, 0.9242158481221626, 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           | [0.9221188809327335, 0.9816427249944908, 0.9677609064133385, 0.922621508718402, 0.19513746554526823, 0.9743198629278281, 0.9845204417929398, nan, 0.8511589973621501, nan, 0.8628781623001276, 0.8811161328355276, 0.9250830360437938, 0.7085691977357017, 0.9107827038861521, 0.8539530693663936, 0.9754312970860514, 0.5834205933682374, nan, 0.8120402991532233, 0.5976430976430976, nan, 0.9110754852133575, nan, 0.0, nan, nan, 0.923766872240083, 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, 0.9925226386410205, 0.955398237927738, 0.20072700836059615, 0.9911363346511924, 0.995332505863864, nan, 0.8947128715523823, nan, 0.9989744659401019, 0.976339091304979, 0.9317078005748836, 0.7293550331525015, 0.943682162604956, 0.9740421784019181, 0.9987189591010197, 0.7706316274781005, nan, 0.905132621426111, 0.8198614318706697, nan, 0.976528224627084, nan, nan, nan, nan, 0.9661655610943204, 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]                       |
| 0.0718        | 4.0   | 80   | 0.1275          | 0.6694   | 0.7799        | 0.9578           | [0.9134609402105082, 0.9805005224446312, 0.9674453795281459, 0.9272392167446749, 0.1936352682684811, 0.9758118795221269, 0.9829411626981339, nan, 0.7762752591418602, nan, 0.8531686534150795, 0.8562648056853832, 0.9227758357540249, 0.7198100407055631, 0.9047094838116206, 0.8656670746634026, 0.9754753072280017, 0.6143911439114391, nan, 0.8196726471514006, 0.6182634730538922, nan, 0.9099145124484861, nan, 0.0, nan, nan, 0.9272715831865089, nan, nan, nan, nan, nan, 0.6974777804467932, nan, nan, 0.6408289817232375, 0.8422032860495969, 0.0, nan, nan, 0.0, nan, 0.36837455830388693, nan, nan, nan, 0.9071361012990522, 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, 0.8868760840238967, nan, nan, 0.8970246078887582, 0.6938893715609615, nan, nan, 0.8847610275304473, nan, nan, nan, nan, nan, nan, 0.7708590580349268, 0.0, nan, 0.981798333812123, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47213622291021673, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9172468669186393, 0.44729849424269263, nan, nan, nan, 0.9738002482983005, nan, nan, nan, 0.2739821771798008, 0.8330749354005168, 0.0, nan, 0.8943535514764565, 0.9158512720156555, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan]              | [0.9585936721888384, 0.9875262449251213, 0.9952029215414105, 0.9637324632470998, 0.19861868411486733, 0.9861412234833993, 0.990660292320108, nan, 0.8135640898557325, nan, 0.9989744659401019, 0.9706778922920598, 0.9288581623550402, 0.7816623133078829, 0.9450999543156005, 0.9689778343201056, 0.9977726319761197, 0.7676348547717843, nan, 0.897037547364795, 0.953810623556582, nan, 0.9767475870137468, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.8950678175092478, nan, nan, 0.6582299698290311, 0.8515012381345439, nan, nan, nan, 0.0, nan, 0.37066666666666664, nan, nan, nan, 0.9536138955399537, nan, nan, 0.9983812015760377, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7353184449958643, nan, 0.848690728945506, 0.9786779140508076, nan, nan, 0.8871003307607497, nan, 0.9140019860973188, nan, nan, 0.9503799083579839, 0.6938893715609615, nan, nan, 0.9137994820569737, nan, nan, nan, nan, nan, nan, 0.9117462966826622, 0.0, nan, 0.9913329001717176, 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           | [0.919318568775981, 0.981836786902021, 0.9689497069084484, 0.92946941270112, 0.23047684865238424, 0.9760735423750158, 0.9862021402868416, nan, 0.8376372409039436, nan, 0.852049143840698, 0.8994162249211568, 0.9332927423283001, 0.7229107865995827, 0.8926554516389279, 0.8837199018285538, 0.9753755181481867, 0.6558861578266494, nan, 0.8289918536883795, 0.5458064516129032, nan, 0.9126838235294118, nan, 0.0, nan, nan, 0.9274671217749222, nan, nan, nan, nan, nan, 0.7073408665962116, nan, nan, 0.6886927480916031, 0.8975832822399346, 0.0, nan, nan, 0.0, nan, 0.38461538461538464, nan, nan, nan, 0.9081566503965833, nan, nan, 0.9903408460086599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.334515785739624, nan, 0.774993735905788, 0.8439532503549143, nan, nan, 0.8356548752379998, nan, 0.876711448222665, nan, nan, 0.8803390576838397, 0.8221836084564147, nan, nan, 0.8849562028926462, nan, nan, nan, nan, nan, nan, 0.7531624500665779, 0.011428571428571429, nan, 0.9824606699025784, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5639121015165584, 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, 0.9834111158252016, nan, nan, nan, 0.3407927834157342, 0.8794125225457357, 0.0, nan, 0.9138204924543288, 0.9362483474514028, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan]      | [0.9500713787722851, 0.989955996223826, 0.9931654438495604, 0.9654672222816879, 0.242457288258815, 0.9885218722101773, 0.9920572369756149, nan, 0.9115909608455119, nan, 0.9981227512123898, 0.9728552765277979, 0.9495737932401626, 0.7890965106154979, 0.9412404102144016, 0.9778343201056907, 0.9988102446757688, 0.818118948824343, nan, 0.8868756458835687, 0.976905311778291, nan, 0.9802208248025739, nan, nan, nan, nan, 0.9669898339678926, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.7258632249413343, 0.9062886917044986, nan, nan, nan, 0.0, nan, 0.38666666666666666, nan, nan, nan, 0.9664989245566332, nan, nan, 0.9989717066615083, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7799834574028123, nan, 0.875583864118896, 0.9937025015063461, nan, nan, 0.9194046306504962, nan, 0.9029460443561734, nan, nan, 0.9276724087929934, 0.8221836084564147, nan, nan, 0.9183975476983246, nan, nan, nan, nan, nan, nan, 0.94408512413937, 0.011428571428571429, nan, 0.9933923516034715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5711598746081504, 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]     |
| 0.2006        | 6.0   | 120  | 0.1255          | 0.6920   | 0.7890        | 0.9586           | [0.914168907082392, 0.9814688768225341, 0.9678994575848762, 0.9243524847069252, 0.20678252304228523, 0.9762269134818976, 0.9853815193063628, nan, 0.7930727126644571, nan, 0.8462842069585464, 0.8530493216685685, 0.9107916787055764, 0.7199654278305964, 0.9000107929753149, 0.9034987422821862, 0.9753916185314602, 0.6227132765803296, nan, 0.8113354794654181, 0.6070656092285508, nan, 0.9208300245140352, nan, 0.0, nan, nan, 0.9204013633126462, nan, nan, nan, nan, nan, 0.7020924233255836, nan, nan, 0.6512574265483845, 0.8478788343166552, 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, 0.4043824701195219, nan, 0.7583185218864961, 0.8781575548859234, nan, nan, 0.7914745363254432, nan, 0.8845300261096606, nan, nan, 0.8754020839633795, 0.8166811468288445, nan, nan, 0.8800309997416689, nan, nan, nan, nan, nan, nan, 0.7718996908278942, 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, 0.42515500442869797, nan, nan, nan, 0.9832710597826086, nan, nan, nan, 0.36172624237140366, 0.851421188630491, 0.0, nan, 0.9151111993645751, 0.9367415566060724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.956912674435333, 0.9893369513069585, 0.9934116597263534, 0.9698927033082224, 0.21366775717920755, 0.9898184755345831, 0.9890320966912233, nan, 0.8462218531070419, nan, 0.998209660878483, 0.9766294092030774, 0.9373327386262266, 0.7810595405532115, 0.9195481970415413, 0.9666291530068014, 0.998877187430585, 0.7925311203319502, nan, 0.8594901825697554, 0.9722863741339491, nan, 0.9750658087159988, nan, nan, nan, nan, 0.9469063599848229, nan, nan, nan, nan, nan, 0.9060830250719276, nan, nan, 0.67063359034529, 0.8562990094923648, nan, nan, nan, 0.0, nan, 0.4017777777777778, nan, nan, nan, 0.9647335741244267, nan, nan, 0.9991040612496309, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6716294458229942, nan, 0.865581505071951, 0.9912534743143696, nan, nan, 0.8515986769570011, nan, 0.8971201588877855, nan, nan, 0.9234093150049301, 0.8166811468288445, nan, nan, 0.9002166904497648, 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, 0.42515500442869797, nan, nan, nan, 0.9925424309960569, nan, nan, nan, 0.36506819181698197, 0.8646024665442141, nan, nan, 0.9272635814889336, 0.9687515750214203, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.1193        | 7.0   | 140  | 0.1288          | 0.6815   | 0.8008        | 0.9574           | [0.9089575137186, 0.9816081595871052, 0.9677470281869162, 0.9303302939352245, 0.23104916231804448, 0.9677582394440349, 0.9849904869283349, nan, 0.815754039497307, nan, 0.8332608001856848, 0.8776824034334764, 0.9190563951345374, 0.7456661413504667, 0.8790098586820498, 0.8849203690053385, 0.9755307322351094, 0.6229286438958404, nan, 0.801372566882269, 0.5059952038369304, nan, 0.9137378011328738, nan, 0.0, nan, nan, 0.929423093980056, nan, nan, nan, nan, nan, 0.695702968712491, nan, nan, 0.6630271382229607, 0.8463853117429555, 0.0, nan, nan, 0.0, nan, 0.43287435456110157, nan, nan, nan, 0.8963680206366712, nan, nan, 0.992082751926227, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.27741935483870966, nan, 0.7707094979132414, 0.880852677109721, nan, nan, 0.8125062331704398, 0.0, 0.9097897211104758, nan, nan, 0.8780698094840773, 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, 0.917906008328376, 0.6247863247863248, nan, nan, nan, 0.9831886278515491, nan, nan, nan, 0.3229048326487809, 0.8598347960764068, 0.0, nan, 0.9109728836621634, 0.9193383106426585, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]       | [0.9480727731483019, 0.9889861591874004, 0.9926763170070725, 0.9633190738601342, 0.24463831334060343, 0.9767886749139141, 0.9895181956760788, nan, 0.8764550654360843, nan, 0.9984182440771062, 0.9796051676585862, 0.9267766874814154, 0.8239233808854062, 0.907355188329999, 0.9692469540539218, 0.9986337592312537, 0.8492392807745505, nan, 0.9090595935239407, 0.9745958429561201, nan, 0.9790143316759287, nan, nan, nan, nan, 0.9597022150698015, nan, nan, nan, nan, nan, 0.8933621043978627, nan, nan, 0.7023131076097888, 0.8561442426743706, 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, 0.94809665673618, nan, nan, 0.9155791427411403, 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, 0.9900994342533859, nan, nan, nan, 0.3251209854817422, 0.874048806087641, nan, nan, 0.9429577464788732, 0.9495489138652285, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.1854        | 8.0   | 160  | 0.1337          | 0.6622   | 0.7850        | 0.9570           | [0.9085511525173974, 0.9805941628799328, 0.9668637761555303, 0.9271132059399756, 0.19197565808095104, 0.9767836919592299, 0.9850631762620049, nan, 0.7729774560808264, nan, 0.8331738853133879, 0.8907867836180176, 0.917889274195504, 0.7535005289688219, 0.8453517607317487, 0.8889038876889849, 0.9756129469621736, 0.6256572029442692, nan, 0.8095651056722554, 0.5261669024045261, nan, 0.9182886079437803, nan, 0.0, nan, nan, 0.9221372302774289, nan, nan, nan, nan, nan, 0.7017566191446029, nan, nan, 0.6359503125761143, 0.8379795396419437, 0.0, nan, nan, 0.0, 0.0, 0.36977777777777776, nan, nan, nan, 0.901723811327903, nan, nan, 0.9924761779388981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32410349523377213, nan, 0.7699065014133507, 0.8733552912265133, nan, nan, 0.8205051112447385, 0.0, 0.8838298425913881, nan, nan, 0.8889593209127991, 0.7995945554590211, nan, nan, 0.8775066065599254, nan, nan, nan, nan, nan, nan, 0.7707325212748206, 0.0, nan, 0.9810676009181437, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5659486574210681, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9245663574021783, 0.552212389380531, nan, nan, nan, 0.9840746607303394, nan, nan, nan, 0.37336928161419375, 0.833764888658726, 0.0, nan, 0.899057344854674, 0.9194301154507492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9566205194603986, 0.9874333881875913, 0.9953731244629519, 0.9641421616573962, 0.19723736822973464, 0.9899885218722102, 0.9937845401645186, nan, 0.8239722449198291, nan, 0.9990961394726321, 0.9803309624038322, 0.9379274457329765, 0.8109302792847096, 0.8633563855763323, 0.9666291530068014, 0.9984329309668055, 0.8229598893499308, nan, 0.8682397519807096, 0.859122401847575, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9510931428347137, nan, nan, nan, nan, nan, 0.9063707357172215, nan, nan, 0.6564699966476701, 0.8451557985967808, nan, nan, nan, 0.0, nan, 0.36977777777777776, nan, nan, nan, 0.9659104744125644, 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, 0.8995696789142668, nan, nan, 0.9354155791427411, 0.7995945554590211, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9636970582098894, 0.0, nan, 0.9893372627279899, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6012539184952979, nan, nan, 0.0, nan, nan, 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, 0.9852134407680438, nan, nan, nan, 0.3777386713594369, 0.844922592495408, 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           | [0.9061207683443958, 0.9804929498141455, 0.9665703110078181, 0.9217189753931908, 0.1995841995841996, 0.9776169358212702, 0.9847457864971442, nan, 0.7844154535838412, nan, 0.8318011379265415, 0.8755630998237253, 0.8414422820581179, 0.6912935481816445, 0.8019049674028637, 0.922056463034652, 0.9754015303469281, 0.6882621951219512, nan, 0.7049147774284296, 0.5472242249459265, nan, 0.9143111050346926, nan, 0.0, nan, nan, 0.9269665057217807, nan, nan, nan, nan, nan, 0.6957855746148832, nan, nan, 0.6685853263072558, 0.8635116773912375, 0.0, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9047063994038178, nan, nan, 0.9904402337953382, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40131219245489336, nan, 0.7549393562765182, 0.8563989585419587, nan, nan, 0.809762074951496, nan, 0.8201688371179897, nan, nan, 0.881779718848096, 0.8077034462785984, nan, nan, 0.8848308777754721, nan, nan, nan, nan, nan, nan, 0.7758881966661054, 0.0, nan, 0.9805811277330264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5210682492581602, nan, nan, 0.0, nan, nan, 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, 0.5057573073516386, nan, nan, nan, 0.985501066098081, nan, nan, nan, 0.3745854424855996, 0.8318629994810587, 0.0, nan, 0.8876404494382022, 0.8116704355520598, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9546451534366942, 0.9879131479981635, 0.995126908586159, 0.9716643721095038, 0.2163576881134133, 0.9933681928325468, 0.9935108145225612, nan, 0.834420585910814, nan, 0.9986789730753854, 0.9733633328494702, 0.9385221528397264, 0.7269439421338155, 0.8196411411647947, 0.9556686402113813, 0.9988072018232772, 0.8326417704011065, nan, 0.7336892869445402, 0.8764434180138568, nan, 0.9779906405381691, nan, nan, nan, nan, 0.9570200573065902, nan, nan, nan, nan, nan, 0.8994451294697904, nan, nan, 0.6911666107945021, 0.8688351217498969, nan, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9607158800373361, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6071133167907361, nan, 0.8310922387355508, 0.9973371688468192, nan, nan, 0.8743109151047409, nan, 0.8297252565375703, nan, nan, 0.9368366104054289, 0.8077034462785984, nan, nan, 0.9014322710216162, nan, nan, nan, nan, nan, nan, 0.9614020446484457, 0.0, nan, 0.988681719032812, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5504702194357367, nan, nan, 0.0, nan, nan, 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, 0.5057573073516386, nan, nan, nan, 0.990485170581176, nan, nan, nan, 0.3776506819181698, 0.8412490160062975, nan, nan, 0.8980885311871227, 0.8321657174537573, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0526        | 10.0  | 200  | 0.1350          | 0.6821   | 0.7807        | 0.9551           | [0.9046255568846483, 0.9805004808380906, 0.9672752890312868, 0.9239218920523421, 0.2472218503146338, 0.978052874527906, 0.9846014874307886, nan, 0.7915552640871715, nan, 0.8393415782241324, 0.8698363211223694, 0.9030861510182363, 0.7192090395480226, 0.8127281408350917, 0.8858752767032623, 0.9754204552207761, 0.615257048092869, nan, 0.8069604086845467, 0.5455893254262416, nan, 0.9210762952203085, nan, 0.0, nan, nan, 0.9245853534064813, nan, nan, nan, nan, nan, 0.7016878315383379, nan, nan, 0.6348756178591686, 0.8231901148482362, 0.0, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9026181776877497, nan, nan, 0.9899655095907541, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19914417379855168, nan, 0.7552450540528992, 0.8611377034312491, nan, nan, 0.8351272507795996, nan, 0.8816575733956872, nan, nan, 0.8622128859283009, 0.8042282073559224, nan, nan, 0.8887046632124352, nan, nan, nan, nan, nan, nan, 0.7762273032952253, 0.0, nan, 0.9810499565919819, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5227998838222481, nan, nan, 0.0, nan, nan, 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, 0.6089193825042881, nan, nan, nan, 0.9858554873892297, nan, nan, nan, 0.3099666608176873, 0.8354922279792746, 0.0, nan, 0.8995581737849779, 0.8495840921395875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9565917466219581, 0.9888210805429024, 0.9937636327582788, 0.959292218313888, 0.268484187568157, 0.9908174977681418, 0.9928076227871877, nan, 0.8407431717412562, nan, 0.9980010776798596, 0.9719843228335027, 0.9252403607889781, 0.7673297166968053, 0.8312670331920793, 0.9692958849146156, 0.9988711017256017, 0.855232826187183, nan, 0.8706166035136066, 0.8498845265588915, nan, 0.9736765136004679, nan, nan, nan, nan, 0.9481623948397901, nan, nan, nan, nan, nan, 0.897081792026305, nan, nan, 0.6566376131411331, 0.8282862154354107, nan, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9674729110019885, nan, nan, 0.9994094949145295, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.8339230950695918, 0.9965791366207312, nan, nan, 0.9153252480705623, nan, 0.8986428334988414, nan, nan, 0.9046459022098486, 0.8042282073559224, nan, nan, 0.9065059986258655, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.9898999860769481, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5642633228840125, nan, nan, 0.0, nan, nan, 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, 0.6288751107174491, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.3108666959964804, 0.8462345840986618, nan, nan, 0.9217303822937626, 0.8699662315407489, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0863        | 11.0  | 220  | 0.1323          | 0.6723   | 0.7847        | 0.9565           | [0.908841042503188, 0.9804408981637768, 0.9673339510701002, 0.9204359100147173, 0.2631543714017941, 0.9767724623705505, 0.984859247074657, nan, 0.8018783598343217, nan, 0.8436857260386672, 0.8873749341758821, 0.8998911334220394, 0.7517889630078836, 0.8248143429761055, 0.8947464262951834, 0.975490385443999, 0.5889837083010085, nan, 0.7984091714166103, 0.5450236966824644, nan, 0.9238296838671618, nan, 0.0, nan, nan, 0.9236883739920384, nan, nan, nan, nan, nan, 0.6994805278611299, nan, nan, 0.6095268956578095, 0.9020386211135584, 0.0, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.8986123924462938, nan, nan, 0.9914210361448218, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22557876905702992, nan, 0.761516654854713, 0.8648511759045094, nan, nan, 0.7890176322418136, 0.0, 0.8779905848971432, nan, nan, 0.859643785607611, 0.8492476851851852, nan, nan, 0.8880336991003173, nan, nan, nan, nan, nan, nan, 0.7904316172646906, 0.0, nan, 0.9808106024872588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46900763358778624, nan, nan, 0.0, nan, nan, 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, 0.62382176520994, nan, nan, nan, 0.9832773073486235, nan, nan, nan, 0.33748028736639213, 0.8631551768654789, 0.0, nan, 0.8787, 0.9045463491438693, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9543419319854365, 0.9888520327887458, 0.9936512657809505, 0.9695236056412887, 0.28578698655034535, 0.9903923819240743, 0.9946245947208706, nan, 0.8532008090766614, nan, 0.998209660878483, 0.9784438960661925, 0.9217216770740411, 0.8302859821847164, 0.8363395768679406, 0.9616871360767236, 0.9988863159880599, 0.8750576302443522, nan, 0.8540475370306579, 0.7967667436489607, nan, 0.9733109096226967, nan, nan, nan, nan, 0.9471942013057529, nan, nan, nan, nan, nan, 0.8910398684751336, nan, nan, 0.6305732484076433, 0.908507016095749, nan, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6608767576509512, nan, 0.8111347015805614, 0.9956656106046765, nan, nan, 0.8633958103638368, nan, 0.9013571665011586, nan, nan, 0.9014268313902906, 0.8499855198378222, nan, nan, 0.9024892976058347, nan, nan, nan, nan, nan, nan, 0.951387440016691, 0.0, nan, 0.9891748271221051, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48150470219435737, nan, nan, 0.0, nan, nan, 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, 0.6448184233835252, nan, nan, nan, 0.9903994513972227, nan, nan, nan, 0.3389353277606687, 0.87719758593545, nan, nan, 0.8840040241448692, 0.9265662013003377, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.043         | 12.0  | 240  | 0.1394          | 0.6661   | 0.7837        | 0.9533           | [0.9013573092265916, 0.9811649361492872, 0.9664180363290531, 0.9242075122955344, 0.2736760225578531, 0.9735057890893919, 0.9865504768168366, nan, 0.7663989121949991, nan, 0.838999883163921, 0.8960317460317461, 0.8965451467537732, 0.7503942739293946, 0.8163407496864694, 0.8818719168036976, 0.9755058984340178, 0.5622984462034594, nan, 0.7971734393026535, 0.5044937088076693, nan, 0.9186885245901639, nan, 0.0, nan, nan, 0.9235223895760839, nan, nan, nan, nan, nan, 0.6883727839952462, nan, nan, 0.6026941491519923, 0.7981632548355652, 0.0, nan, nan, 0.0, nan, 0.3413333333333333, nan, nan, nan, 0.869447719234606, nan, nan, 0.9920897439787981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1244031163608947, nan, 0.737146614069691, 0.8369364511332255, nan, nan, 0.8094903691813804, 0.0, 0.8710171764255156, nan, nan, 0.8055066878891961, 0.8302924992759919, nan, nan, 0.889256711322609, nan, nan, nan, nan, nan, nan, 0.7927620348241721, 0.0, nan, 0.9797803007622689, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5669985775248934, nan, nan, 0.0, nan, nan, 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, 0.982962047961835, nan, nan, nan, 0.3826944905264996, 0.856074284240392, 0.0, nan, 0.8939733229481063, 0.8903105162147532, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9554419397319699, 0.9881194963037859, 0.9940726419459317, 0.9578490464361775, 0.3069429298436932, 0.9919015431705139, 0.9911086360440038, nan, 0.8153992471836363, nan, 0.9985572995428551, 0.983306720859341, 0.931757359500446, 0.828544638671221, 0.8305896438192159, 0.9709350687478593, 0.9989289159229428, 0.88427846934071, nan, 0.8568722011712022, 0.9722863741339491, nan, 0.9732012284293653, nan, nan, nan, nan, 0.9514464026376732, nan, nan, nan, nan, nan, 0.8570283600493218, nan, nan, 0.6224438484746899, 0.802569129178704, nan, nan, nan, 0.0, nan, 0.3413333333333333, nan, nan, nan, 0.9727080881457733, nan, nan, 0.9985339184084869, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4094292803970223, nan, 0.7934890304317056, 0.9955101168147097, nan, nan, 0.8896361631753033, nan, 0.9030784508440913, nan, nan, 0.8365524041528913, 0.8302924992759919, nan, nan, 0.9086200517943026, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9872604074813199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6247648902821317, nan, nan, 0.0, nan, nan, 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, 0.9890708040459455, nan, nan, nan, 0.3856577210734712, 0.8709000262398321, nan, nan, 0.9237424547283702, 0.9118492011491356, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0536        | 13.0  | 260  | 0.1350          | 0.6692   | 0.7833        | 0.9545           | [0.9024655980106084, 0.9807079881626509, 0.966114963992537, 0.9236172513764959, 0.2434179195863664, 0.9753535100361342, 0.9849157719189762, nan, 0.7787409959285938, nan, 0.8327772781339755, 0.8818375104696863, 0.9047320589157004, 0.7376698078570555, 0.8023361533601467, 0.9130035157057836, 0.975741496436772, 0.6045332065303535, nan, 0.8075535476322033, 0.5168393782383419, nan, 0.9209763170613823, nan, 0.0, nan, nan, 0.9273921533818569, nan, nan, nan, nan, nan, 0.7078097167976729, nan, nan, 0.6309820638623019, 0.7643962927781058, 0.0, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.8681460012680011, nan, nan, 0.9921401620522573, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1866011925640126, nan, 0.7294660743837644, 0.8802731882308302, nan, nan, 0.8096544715447155, 0.0, 0.9041325510927729, nan, nan, 0.8189077149931836, 0.8169707500724008, nan, nan, 0.8912425729785585, nan, nan, nan, nan, nan, nan, 0.7696592398427261, 0.0, nan, 0.9793905262066821, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5669246202350243, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.928254735993551, 0.5687992988606485, nan, nan, nan, 0.9837215232913975, nan, nan, nan, 0.38737007598916934, 0.8592783505154639, 0.0, nan, 0.9096812278630461, 0.9200176973748894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9542368004603654, 0.988129813719067, 0.9951434331416484, 0.9677371729333298, 0.26012359142130137, 0.992581728521022, 0.9922460132804131, nan, 0.8326925910546127, nan, 0.9978967860805479, 0.993395267818261, 0.9299980176429775, 0.8073806175071998, 0.8202082578490525, 0.9720849439741645, 0.998226016997374, 0.8792070078377132, nan, 0.8558732345849122, 0.9214780600461894, nan, 0.9753217315004388, nan, nan, nan, nan, 0.9568892203425312, nan, nan, nan, nan, nan, 0.8901150842581176, nan, nan, 0.6574756956084479, 0.7680045398266612, nan, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9985644617749768, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4400330851943755, nan, 0.7902807265864591, 0.9920503799879492, nan, nan, 0.8783902976846748, nan, 0.9284342932803707, nan, nan, 0.8536047793051447, 0.8169707500724008, nan, nan, 0.9116854288885365, nan, nan, nan, nan, nan, nan, 0.9801794283329857, 0.0, nan, 0.9866744790458069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6200626959247649, nan, nan, 0.0, nan, nan, 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, 0.5748449955713021, nan, nan, nan, 0.99198525630036, nan, nan, nan, 0.3902331720193577, 0.8748360010495932, nan, nan, 0.9301810865191147, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0344        | 14.0  | 280  | 0.1332          | 0.6693   | 0.7817        | 0.9566           | [0.9119309616329353, 0.9796317977085772, 0.9657236789351294, 0.9181987967216446, 0.22905759162303665, 0.9752718015066464, 0.9849055896195459, nan, 0.8374032088211609, nan, 0.8447667235394481, 0.8764607679465777, 0.8750584494529131, 0.7381863047501542, 0.833230312770429, 0.9270366948570345, 0.9755878619984484, 0.6142244800762026, nan, 0.7716468312514344, 0.5483870967741935, nan, 0.9221018267694658, nan, 0.0, nan, nan, 0.9280201427197733, nan, nan, nan, nan, nan, 0.6977210835602694, nan, nan, 0.6372275013974288, 0.7725218284540318, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8852650294477165, nan, nan, 0.9921097353726632, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16789146410401357, nan, 0.7312910473556862, 0.8881546134663342, nan, nan, 0.8020975353959098, 0.0, 0.8897054041750666, nan, nan, 0.8577757962493382, 0.8308717057631045, nan, nan, 0.8921056713022799, nan, nan, nan, nan, nan, nan, 0.7772089182493807, 0.0, nan, 0.9787256098965652, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.503345941227815, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9269183922046285, 0.5795454545454546, nan, nan, nan, 0.9855103345408055, nan, nan, nan, 0.38739525139664804, 0.8464119772844605, 0.0, nan, 0.8926080892608089, 0.921998031496063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9572878279826921, 0.9884857645462659, 0.9950707250974948, 0.9671909083862681, 0.24173027989821882, 0.9934107044169537, 0.9915664185831394, nan, 0.9054023281046978, nan, 0.9983139524777945, 0.9907098272608507, 0.9274457329765091, 0.8014198647110039, 0.8494147670883284, 0.9574056857660126, 0.9987189591010197, 0.8918856615952052, nan, 0.8107475025835342, 0.9226327944572749, nan, 0.9707151213805206, nan, nan, nan, nan, 0.9596498802841779, nan, nan, nan, nan, nan, 0.9003699136868064, nan, nan, 0.6687898089171974, 0.7759492364836978, 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, 0.4913151364764268, nan, 0.7985373908940788, 0.9691344826915975, nan, nan, 0.8432194046306505, nan, 0.9057265806024495, nan, nan, 0.8927266399860797, 0.8308717057631045, 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, 0.542319749216301, nan, nan, 0.0, nan, nan, 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, 0.587245349867139, nan, nan, nan, 0.9911280644608264, nan, nan, nan, 0.3904971403431588, 0.8604040934138022, nan, nan, 0.9014084507042254, 0.9442568418930497, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0384        | 15.0  | 300  | 0.1342          | 0.6594   | 0.7883        | 0.9562           | [0.9104536834673739, 0.9810159292216531, 0.9668250255223029, 0.918346480209413, 0.2589676290463692, 0.9735974286191351, 0.9852684483670346, nan, 0.8471517556638368, nan, 0.8364611260053619, 0.8913645352669743, 0.8728764590315498, 0.7327358664293168, 0.8302041701521207, 0.9302490934515204, 0.9750708232121964, 0.606646058732612, nan, 0.7707979626485568, 0.5163398692810458, nan, 0.9243530884808013, nan, 0.0, nan, nan, 0.9284387673880908, nan, nan, nan, nan, nan, 0.6882350185072389, nan, nan, 0.642378361327971, 0.7626134114683732, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8897683253873659, nan, nan, 0.991397871200558, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1627963823026155, nan, 0.7426598332175122, 0.87578009957226, nan, nan, 0.820236260914227, 0.0, 0.8679738562091504, nan, nan, 0.8615018274448998, 0.8291340863017665, nan, nan, 0.8881118881118881, nan, nan, nan, nan, nan, nan, 0.7685489166119501, 0.08, nan, 0.9801169725298764, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5391868002357101, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9271131073907718, 0.619813717188823, nan, nan, nan, 0.985981507520559, nan, nan, nan, 0.37879185243465335, 0.863342805476621, 0.0, nan, 0.896794680956634, 0.928596016719941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           | [0.9547547115522946, 0.9890119527256032, 0.9937371934694956, 0.9646958081577967, 0.2797528171573973, 0.9915189389108532, 0.9936382385282999, nan, 0.9036073567036824, nan, 0.9978620222141107, 0.9814196545217012, 0.9357964119337893, 0.7994775969459513, 0.8442634572063202, 0.9602681411166022, 0.9991480013023408, 0.904794836330106, nan, 0.8132276954874268, 0.9122401847575058, nan, 0.971665691722726, nan, nan, nan, nan, 0.9614554303881933, nan, nan, nan, nan, nan, 0.9056103575832306, nan, nan, 0.6827019778746228, 0.7653477094510936, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9694614666612557, nan, nan, 0.9985440995306503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5508684863523573, nan, 0.8067468742627978, 0.9710198448949445, nan, nan, 0.880374862183021, nan, 0.879179079774909, nan, nan, 0.9023258511687257, 0.8291340863017665, nan, nan, 0.906136039321389, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.08, nan, 0.9877361117556969, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5736677115987461, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9570073761854584, 0.6483613817537643, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.3812582490101188, 0.8769351876147993, nan, nan, 0.9091549295774648, 0.9517161433395495, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0573        | 16.0  | 320  | 0.1362          | 0.6572   | 0.7822        | 0.9554           | [0.9072774944426769, 0.9810018332462798, 0.9664209848366824, 0.9202994260181679, 0.2618247782854071, 0.968396216652524, 0.9833102506035822, nan, 0.8220215482344149, nan, 0.8350753754233962, 0.8774749292877346, 0.8864643073623351, 0.7335318198734648, 0.8206447613143212, 0.9230858928613074, 0.9755310423526335, 0.6414082145850797, nan, 0.7749462187655138, 0.53125, nan, 0.9249659887675725, nan, 0.0, nan, nan, 0.9266769682845273, nan, nan, nan, nan, nan, 0.6876548017758393, nan, nan, 0.6412068281063914, 0.7347861842105263, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8998809456318385, nan, nan, 0.9908140736089449, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16219875440021664, nan, 0.743365145770689, 0.878558374920925, nan, nan, 0.8102824040550326, 0.0, 0.837533547162401, nan, nan, 0.8694906818558867, 0.8158123370981755, nan, nan, 0.8875960939123207, nan, nan, nan, nan, nan, nan, 0.7937776266575994, 0.0, nan, 0.9791655869396216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5374385660595548, nan, nan, 0.0, nan, nan, 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, 0.6224137931034482, nan, nan, nan, 0.9868409809450568, nan, nan, nan, 0.3631353337415799, 0.842091638622832, 0.0, nan, 0.8851526641388945, 0.924493010435125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9561911401790556, 0.9882639401177217, 0.994305638178333, 0.9669952866227932, 0.28331515812431846, 0.9945585171959359, 0.9918165471869971, nan, 0.8840368103090298, nan, 0.9984877718099807, 0.9907098272608507, 0.9422142927941323, 0.7920433996383364, 0.8341026166133682, 0.9683661985614327, 0.9988893588405515, 0.8819732595666205, nan, 0.8065794006200482, 0.9226327944572749, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9572424801454907, nan, nan, nan, nan, nan, 0.9071927661323469, nan, nan, 0.6768354006034194, 0.7375154766817994, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9662554279452944, nan, nan, 0.9960293623563189, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49545078577336643, nan, 0.8048124557678697, 0.9717778771210325, nan, nan, 0.8636163175303198, nan, 0.8470705064548163, nan, nan, 0.9119540629893857, 0.8158123370981755, nan, nan, 0.903123513556366, nan, nan, nan, nan, nan, nan, 0.9741289380346339, 0.0, nan, 0.9864308256369796, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5827586206896552, nan, nan, 0.0, nan, nan, 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, 0.36524417069951604, 0.8535817370768827, nan, nan, 0.8924547283702213, 0.9466256741091679, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0213        | 17.0  | 340  | 0.1367          | 0.6715   | 0.7875        | 0.9551           | [0.9067448033006597, 0.9821732444900051, 0.9656804316055102, 0.9244569140556936, 0.2547740720817644, 0.9755399590591971, 0.983596521153945, nan, 0.816729848983904, nan, 0.8332825269636662, 0.8924226395133562, 0.8872224159981398, 0.7199675324675324, 0.8144250354916364, 0.8886029330197679, 0.9756620395008726, 0.6550468262226847, nan, 0.7784452296819788, 0.4939759036144578, nan, 0.9252411017831125, nan, 0.0, nan, nan, 0.925007552109556, nan, nan, nan, nan, nan, 0.6919514431132046, nan, nan, 0.6560384191465911, 0.744874364112841, 0.0, nan, nan, 0.0, nan, 0.4, nan, nan, nan, 0.8915952292210212, nan, nan, 0.9906291969181368, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15155374426897605, nan, 0.7191069799765452, 0.8856366663745509, nan, nan, 0.8122109158186864, 0.0, 0.882685558299753, nan, nan, 0.8530180080035571, 0.8163915435852882, nan, nan, 0.8882825370675453, nan, nan, nan, nan, nan, nan, 0.7806710065097646, 0.045714285714285714, nan, 0.9789477321018294, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5720411663807891, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365595770638471, 0.6238297872340426, nan, nan, nan, 0.9864006479942021, nan, nan, nan, 0.3700262927256792, 0.8407973077918716, 0.0, nan, 0.8855751068694702, 0.9134898801336215, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9546042074742981, 0.9885218754997498, 0.99470222751008, 0.959554277657411, 0.27546346782988007, 0.9927092632742422, 0.9932890023644232, nan, 0.8802057519456686, nan, 0.9977924944812362, 0.9796051676585862, 0.9454604024184756, 0.7722858482352153, 0.8314245656043731, 0.979889416254832, 0.9985455165089961, 0.8706777316735823, nan, 0.8347571477781606, 0.9468822170900693, nan, 0.975102369113776, nan, nan, nan, nan, 0.9615208488702228, nan, nan, nan, nan, nan, 0.8996506370735717, nan, nan, 0.6983741200134094, 0.7478332645480809, nan, nan, nan, 0.0, nan, 0.4053333333333333, nan, nan, nan, 0.9708006980236191, nan, nan, 0.9987986275847324, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7811276244397264, 0.9821376508775681, nan, nan, 0.8712238147739801, nan, 0.8991062562065542, nan, nan, 0.8901745838408445, 0.8163915435852882, nan, nan, 0.9118968342053803, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.045714285714285714, nan, 0.9862567874878173, 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, 0.9707060063224446, 0.6492471213463242, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.37149142102947647, 0.852269745473629, nan, nan, 0.8961770623742454, 0.9372007459301447, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]    |
| 0.0662        | 18.0  | 360  | 0.1409          | 0.6605   | 0.7686        | 0.9542           | [0.9030824597089657, 0.981512175158584, 0.9657510051509974, 0.9221769534383271, 0.24558893657606104, 0.9744408279085295, 0.9850586029067042, nan, 0.7842085427135679, nan, 0.829798913671559, 0.8767873244879557, 0.9070155902004454, 0.7495425155544712, 0.8235741326878918, 0.8790246264222364, 0.9748452690166975, 0.6531489441225939, nan, 0.8031982318718107, 0.5259562841530054, nan, 0.9270603867268087, nan, 0.0, nan, nan, 0.9240010148420652, nan, nan, nan, nan, nan, 0.6951976735046765, nan, nan, 0.6410132689987937, 0.7250796423800226, 0.0, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.8955403248521265, nan, nan, 0.9914389965331474, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1462972553081305, nan, 0.7355538071509747, 0.8869960942948807, nan, nan, 0.793825222396651, 0.0, 0.82638570774164, nan, nan, 0.856755034765506, 0.8010425716768028, nan, nan, 0.8837379274340903, nan, nan, nan, nan, nan, nan, 0.8042420027816412, 0.0, nan, 0.9787715610332018, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42269832078749275, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9310203243687127, 0.479185119574845, nan, nan, nan, 0.9873379817769603, nan, nan, nan, 0.3659689990366932, 0.837551652892562, 0.0, nan, 0.8177062374245473, 0.931119311193112, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        | [0.9580691212111152, 0.9897806001640469, 0.9938892193799986, 0.9632600182334248, 0.26208651399491095, 0.9927092632742422, 0.9916088932517191, nan, 0.836175371384941, nan, 0.9984530079435435, 0.9880243867034403, 0.9284121320249777, 0.8229857343781395, 0.8361977976968761, 0.9771982189166707, 0.9992758011069898, 0.80567081604426, nan, 0.8512573200137789, 0.8891454965357968, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9530033625099763, nan, nan, nan, nan, nan, 0.9088573777229757, nan, nan, 0.6680355346966141, 0.7279973173751547, nan, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.9677366989976056, nan, nan, 0.9986662729966097, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46732837055417703, nan, 0.7939608398207124, 0.9887655736749014, nan, nan, 0.8362734288864389, nan, 0.836014564713671, nan, nan, 0.896931732498115, 0.8010425716768028, nan, nan, 0.8946673008826171, nan, nan, nan, nan, nan, nan, 0.9651575213853536, 0.0, nan, 0.9859203137327702, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45768025078369906, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9557428872497366, 0.479185119574845, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.3677078750549934, 0.8509577538703752, nan, nan, 0.8177062374245473, 0.953832972128421, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0518        | 19.0  | 380  | 0.1410          | 0.6674   | 0.7806        | 0.9539           | [0.9011438624610261, 0.9815720099306391, 0.9658476196898829, 0.9227872139906322, 0.2412848435038696, 0.9721603795176963, 0.9846708704438291, nan, 0.8097110085465832, nan, 0.8330528148578061, 0.8857404021937842, 0.9157622612979538, 0.7334782608695652, 0.7613958898797983, 0.8800970338515823, 0.974799120195433, 0.6422065647018388, nan, 0.8059830151331333, 0.49967170059093896, nan, 0.9215144396849523, nan, 0.0, nan, nan, 0.9262646037259236, nan, nan, nan, nan, nan, 0.689437265000474, nan, nan, 0.6376547127895906, 0.7299609495426986, 0.0, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.8923154512851166, nan, nan, 0.9903905421108473, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1653194263363755, nan, 0.7432807352176175, 0.889131352949458, nan, nan, 0.8123127776056193, 0.0, 0.8750081417312577, nan, nan, 0.846617920987517, 0.8355053576600058, nan, nan, 0.8887051772243464, nan, nan, nan, nan, nan, nan, 0.7863521482729571, 0.0, nan, 0.9783277453250838, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5151515151515151, nan, nan, 0.0, nan, nan, 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, 0.6293103448275862, nan, nan, nan, 0.9867781284654099, nan, nan, nan, 0.3629117028731605, 0.861811631497684, 0.0, nan, 0.8676205723434061, 0.9216796298119524, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9556953620397729, 0.9892079836159445, 0.9939966289906802, 0.9613259464586924, 0.25612504543802256, 0.9931343791183097, 0.9934305845930219, nan, 0.8718604744618434, nan, 0.9979663138134224, 0.9846131514007839, 0.9304440479730399, 0.7909048288795124, 0.7733423651916381, 0.9763663942848755, 0.999281886811973, 0.8614568925772246, nan, 0.8696176369273165, 0.8787528868360277, nan, 0.9752851711026616, nan, nan, nan, nan, 0.9595190433201188, nan, nan, nan, nan, nan, 0.8968351829017673, nan, nan, 0.6735668789808917, 0.7328982666116385, nan, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.9693397183555862, nan, nan, 0.9978925077122001, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5244003308519437, nan, 0.80896437839113, 0.982021030535093, nan, nan, 0.8670341786108049, nan, 0.8893743793445879, nan, nan, 0.8831274288034336, 0.8355053576600058, nan, nan, 0.90904286242799, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.9851951547779273, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5595611285266457, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9637513171759747, 0.6465899025686448, nan, nan, nan, 0.9915995199725699, nan, nan, nan, 0.36454025516937966, 0.8787719758593545, nan, nan, 0.8723340040241448, 0.9436520336676579, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0943        | 20.0  | 400  | 0.1485          | 0.6727   | 0.7694        | 0.9524           | [0.8977662840775619, 0.9797098928976953, 0.9645674018175735, 0.9230733844313751, 0.22154146069762584, 0.9725938893751823, 0.9835765995829722, nan, 0.7573401651299352, nan, 0.8685743685970673, 0.86688, 0.9187631283278784, 0.7359396433470508, 0.7421994565387138, 0.8850474789354019, 0.9755247352921074, 0.6362859097127223, nan, 0.8091909385113268, 0.49522673031026254, nan, 0.9277091570733755, nan, 0.0, nan, nan, 0.9202631545395433, nan, nan, nan, nan, nan, 0.6803734266383862, nan, nan, 0.5962727993655829, 0.7276511550222268, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8923100001875153, nan, nan, 0.9881606594472281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16540917005223446, nan, 0.726726077175982, 0.890043802958495, nan, nan, 0.8035789473684211, nan, 0.8655325250945118, nan, nan, 0.8405240757740132, 0.8268172603533159, nan, nan, 0.8888542478565862, nan, nan, nan, nan, nan, nan, 0.8121180373668587, 0.0, nan, 0.9759715235150228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4811075858090568, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.93647837781916, 0.576048951048951, nan, nan, nan, 0.985508481800358, nan, nan, nan, 0.280589421980528, 0.8505806451612903, 0.0, nan, 0.8696303696303697, 0.9071428571428571, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9642818410190012, 0.9881349724267077, 0.9956788287395069, 0.9628097190797656, 0.23133406034169393, 0.9919440547549208, 0.990650853504868, nan, 0.7998874794047125, nan, 0.9976882028819245, 0.9830889824357671, 0.9321042719793835, 0.7905029803763981, 0.7486885426676538, 0.9713999119244507, 0.99886805887311, 0.8577685569386814, nan, 0.8613158801240096, 0.9584295612009238, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9443681228820766, nan, nan, nan, nan, nan, 0.9031237155774764, nan, nan, 0.630154207173986, 0.7304477919933966, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9655858122641127, nan, nan, 0.9959173700125228, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47146401985111663, nan, 0.7925925925925926, 0.9636533265952691, nan, nan, 0.8416758544652702, nan, 0.87911287653095, nan, nan, 0.8762832782321212, 0.8268172603533159, nan, nan, 0.9040748374821627, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.981406924397828, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5228840125391849, nan, nan, 0.0, nan, nan, 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, 0.2814782226132864, 0.8648648648648649, nan, nan, 0.8757545271629779, 0.9281286225492666, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0412        | 21.0  | 420  | 0.1430          | 0.6653   | 0.7779        | 0.9551           | [0.9073118268287437, 0.9810413680114684, 0.965398617548474, 0.9217180964184611, 0.2718217915068309, 0.9743199265687583, 0.9844570753810757, nan, 0.8135458759947443, nan, 0.8578925335645725, 0.8786878881987578, 0.9283813801352307, 0.766562274150807, 0.8124854377980397, 0.8967391304347826, 0.9755279979316923, 0.6120951013243976, nan, 0.8051795939614784, 0.4980340760157274, nan, 0.9251698322473312, nan, 0.0, nan, nan, 0.9256345177664974, nan, nan, nan, nan, nan, 0.6752282669999847, nan, nan, 0.5780181326546843, 0.7795900544539196, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8866810280790373, nan, nan, 0.9913157761714604, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16864805087088747, nan, 0.7323730098559514, 0.8772442366939339, nan, nan, 0.8153356600287416, 0.0, 0.8626341463414634, nan, nan, 0.8292254992062829, 0.8475556841191785, nan, nan, 0.8872872977051569, nan, nan, nan, nan, nan, nan, 0.7913279132791328, 0.0, nan, 0.976764705882353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5087769784172662, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9346846846846847, 0.5722996515679443, nan, nan, nan, 0.9857015192135835, nan, nan, nan, 0.31721419185282523, 0.8463130659767141, 0.0, nan, 0.8654982473710566, 0.8995570866141732, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9569281675021857, 0.988496081961547, 0.9947038799656289, 0.9662201815222325, 0.29363867684478373, 0.992751774858649, 0.9915097856917, nan, 0.8791609178465701, nan, 0.9973927100172081, 0.985701843518653, 0.9424373079591635, 0.8524546246065233, 0.8240047889853337, 0.9688310417380241, 0.9988832731355682, 0.88427846934071, nan, 0.8524974164657251, 0.8775981524249422, nan, 0.9759066978648727, nan, nan, nan, nan, 0.954324815846973, nan, nan, nan, nan, nan, 0.9103370324702014, nan, nan, 0.6091183372443848, 0.7828879488237722, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9688324337486304, nan, nan, 0.998320114843058, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7748053786270347, 0.9629924779879103, nan, nan, 0.8757442116868798, nan, 0.8780536246276067, nan, nan, 0.863493996867931, 0.8485375036200405, nan, nan, 0.9011680143755616, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.9825671787255766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5542319749216301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9620653319283456, 0.5819309123117803, nan, nan, nan, 0.9927567289559404, nan, nan, nan, 0.31860976682798064, 0.8583049068485962, nan, nan, 0.8694164989939638, 0.9212741293281589, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.0199        | 22.0  | 440  | 0.1447          | 0.6543   | 0.7736        | 0.9546           | [0.9039458175667718, 0.9805792442592574, 0.9651967509488153, 0.927996292444086, 0.2595808180153293, 0.9682457592056268, 0.9838779997280965, nan, 0.7846103627073107, nan, 0.8698609385887842, 0.8608492058469911, 0.9186319027391241, 0.7599633251833741, 0.834067024211799, 0.8890530888247017, 0.9756241826180002, 0.6381489071038251, nan, 0.7967240655186896, 0.5219478737997256, nan, 0.925573253982146, nan, 0.0, nan, nan, 0.9157658862024624, nan, nan, nan, nan, nan, 0.6809279624366736, nan, nan, 0.5789314363553807, 0.7217811351781906, 0.0, nan, nan, 0.0, 0.0, 0.2568888888888889, nan, nan, nan, 0.8853688882286308, nan, nan, 0.9851883284836728, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2638966872543515, nan, 0.735663042999868, 0.8889245014245014, nan, nan, 0.8114026027680231, 0.0, 0.864782127271543, nan, nan, 0.8360970452395526, 0.8485375036200405, nan, nan, 0.8884051210283522, nan, nan, nan, nan, nan, nan, 0.8027269589230238, 0.0, nan, 0.9759326668474216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.43415051311288483, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9351755661749429, 0.6102430555555556, nan, nan, nan, 0.9860163710777626, nan, nan, nan, 0.39161938018332604, 0.8355348355348355, 0.0, nan, 0.889253404911025, 0.8919477961093327, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9599083695760433, 0.9882226704565972, 0.9951434331416484, 0.9681911630636583, 0.2782260996001454, 0.9948773540789865, 0.9904715160153098, nan, 0.8371398336302627, nan, 0.9981227512123898, 0.9873711714327188, 0.9324264049955397, 0.8326970732034024, 0.8476661573118669, 0.9714243773547977, 0.9987828590033441, 0.8614568925772246, nan, 0.849500516706855, 0.8787528868360277, nan, 0.9666203568294823, nan, nan, nan, nan, 0.9410710313877877, nan, nan, nan, nan, nan, 0.9060008220304151, nan, nan, 0.6411330874958096, 0.7245924473792819, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9674526196177103, nan, nan, 0.9927612221419044, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38875103391232424, nan, 0.7886293937249351, 0.9703201228400941, nan, nan, 0.8661521499448732, nan, 0.8789804700430321, nan, nan, 0.8714981729598051, 0.8485375036200405, 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, 0.4774294670846395, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.948577449947313, 0.6226749335695305, nan, nan, nan, 0.9912566432367564, nan, nan, nan, 0.3947206335239771, 0.8464969824193125, nan, nan, 0.8998993963782697, 0.9128068141726727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0611        | 23.0  | 460  | 0.1401          | 0.6670   | 0.7796        | 0.9550           | [0.9056082260270742, 0.9814994034543323, 0.9650913031212331, 0.9239970529686382, 0.23318632855567806, 0.9696410043577506, 0.9840532213801841, nan, 0.7937188434695912, nan, 0.8488055818353831, 0.8835370237239396, 0.9147135416666666, 0.7555787150564002, 0.860634385534784, 0.8944032123440637, 0.9751605372428582, 0.637986192961778, nan, 0.8058558119907813, 0.5060936497754971, nan, 0.9279099835761959, nan, 0.0, nan, nan, 0.9161192329599392, nan, nan, nan, nan, nan, 0.6888586311173034, nan, nan, 0.5841628620612229, 0.7256700845475805, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.8843658144307027, nan, nan, 0.9908382912958716, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20670958996950187, nan, 0.7390048867170147, 0.8939562476826103, nan, nan, 0.8051398493136547, 0.0, 0.8741618384219777, nan, nan, 0.8322463768115942, 0.8537503620040544, nan, nan, 0.8850285244385054, nan, nan, nan, nan, nan, nan, 0.7772393048128342, 0.0, nan, 0.9768233312567777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41261994765920323, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9369721936148301, 0.6206008583690987, nan, nan, nan, 0.985980312779648, nan, nan, nan, 0.37178590169669407, 0.8574380165289256, 0.0, nan, 0.9031655524970508, 0.9118095519157936, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9561335945021746, 0.9888107631276213, 0.9949071319981493, 0.9628318649397817, 0.2460196292257361, 0.9932194022871232, 0.9933786711092024, nan, 0.8531204372228846, nan, 0.998070605412734, 0.9812019160981275, 0.9400089206066012, 0.8254638001473444, 0.8847807936482931, 0.9700053823946764, 0.9990262872026753, 0.8734439834024896, nan, 0.8551842921116087, 0.9110854503464203, nan, 0.970824802573852, nan, nan, nan, nan, 0.9469717784668524, nan, nan, nan, nan, nan, 0.8941430332922318, nan, nan, 0.6541233657391887, 0.7283842344201403, 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, 0.7848549186128804, 0.9841007599758984, nan, nan, 0.8600882028665932, nan, 0.8889771598808341, nan, nan, 0.8659880517371382, 0.8537503620040544, nan, nan, 0.9100998890122086, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.44482758620689655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9586933614330875, 0.6403897254207263, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.3740431148262209, 0.8711624245604828, nan, nan, 0.9242454728370222, 0.9343279068595333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0257        | 24.0  | 480  | 0.1440          | 0.6568   | 0.7687        | 0.9532           | [0.9010835423059151, 0.981331380791701, 0.9646435441991738, 0.921076509743597, 0.226492511796485, 0.9711600440812592, 0.9840923225115613, nan, 0.7780197097655217, nan, 0.8423012092341517, 0.8862742527530152, 0.9174979319741132, 0.7362816336757705, 0.8343019641969169, 0.875799973518118, 0.9752499658394872, 0.6314594972067039, nan, 0.8019852870313855, 0.5064141722663409, nan, 0.9274151069283983, nan, 0.0, nan, nan, 0.9195131876796296, nan, nan, nan, nan, nan, 0.682495078427637, nan, nan, 0.5709958349110186, 0.7235442257285296, 0.0, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.8955246304956148, nan, nan, 0.9840478664904297, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1895734597156398, nan, 0.7303173768192179, 0.8977009256473337, nan, nan, 0.8155783487356555, 0.0, 0.8312385441214978, nan, nan, 0.8402549685464566, 0.7955401100492325, nan, nan, 0.8828275467180261, nan, nan, nan, nan, nan, nan, 0.8043478260869565, 0.0, nan, 0.9767390890582013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2432350258437215, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9314332920280876, 0.5692982456140351, nan, nan, nan, 0.9864483584131327, nan, nan, nan, 0.3169662428759316, 0.8274072151570205, 0.0, nan, 0.8962771252239697, 0.8974737775151426, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                    | [0.9603311089715924, 0.9886921128518883, 0.9951516954193932, 0.9591630341304612, 0.24078516902944383, 0.9927730306508523, 0.9932323694729838, nan, 0.8280444188445206, nan, 0.9988701743407902, 0.9813470750471767, 0.9344583209436019, 0.7872212176009644, 0.845775768364341, 0.9709350687478593, 0.9990110729402171, 0.8337943752881513, nan, 0.8599724423010678, 0.9572748267898383, nan, 0.9655601052939456, nan, nan, nan, nan, 0.9460166686292212, nan, nan, nan, nan, nan, 0.8834566378956021, nan, nan, 0.631914180355347, 0.7262690879075526, nan, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.9675743679233797, nan, nan, 0.9929444823408436, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6286186931348222, nan, 0.7860344420853975, 0.9858500651130245, nan, nan, 0.8854465270121279, nan, 0.8406487917907978, nan, nan, 0.875442259729714, 0.7955401100492325, nan, nan, 0.896358543417367, nan, nan, nan, nan, nan, nan, 0.9572292927185478, 0.0, nan, 0.9824337494778855, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2507836990595611, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9504741833508957, 0.5748449955713021, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.31808183018037833, 0.8365258462345841, nan, nan, 0.9058350100603622, 0.9185524923138955, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                |
| 0.0322        | 25.0  | 500  | 0.1493          | 0.6623   | 0.7793        | 0.9527           | [0.8987965308094777, 0.9821812013467875, 0.9653117469662208, 0.9247574368269539, 0.2470813135795726, 0.9660166095112176, 0.9841560166906798, nan, 0.7979931843998486, nan, 0.8386362309533539, 0.8875180469877937, 0.924700192951176, 0.7647022523912372, 0.7671044073466101, 0.8789296777169973, 0.9754739406905568, 0.6307927346800204, nan, 0.795945308816596, 0.46658851113716293, nan, 0.9266125378959473, nan, 0.0, nan, nan, 0.9198790246361288, nan, nan, nan, nan, nan, 0.6851921099373656, nan, nan, 0.6118728341117975, 0.7163603649916463, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8873634019184029, nan, nan, 0.9861066203217201, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21227887617065558, nan, 0.7311713154499755, 0.8828182422736341, nan, nan, 0.8264090499549505, 0.0, 0.8383249229962645, nan, nan, 0.8367744448772887, 0.8543717429067748, nan, nan, 0.8847777372452967, nan, nan, nan, nan, nan, nan, 0.7805977625647019, 0.0, nan, 0.9777006337471816, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2943854324734446, nan, nan, 0.0, nan, nan, 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, 0.3661379370782578, 0.8176378772112383, 0.0, nan, 0.8780901116427432, 0.9024282343688557, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9550878124896252, 0.9886869541442478, 0.9949286139202855, 0.960388438384681, 0.26310432569974557, 0.993942099222038, 0.992892572124347, nan, 0.8469184091731076, nan, 0.9987658827414785, 0.9815648134707504, 0.9381504608980077, 0.829951108432121, 0.7803368042974842, 0.9788129373195674, 0.9989258730704511, 0.8566159520516367, nan, 0.8723045125732002, 0.9191685912240185, nan, 0.9721775372916057, nan, nan, nan, nan, 0.9550705865421099, nan, nan, nan, nan, nan, 0.9037607891491986, nan, nan, 0.6806905799530674, 0.7188918695831614, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9704963272594457, nan, nan, 0.9936062552814571, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.674937965260546, nan, 0.7754659117716443, 0.980504966082917, nan, nan, 0.9101433296582139, nan, 0.8468718967229394, nan, nan, 0.8721071863580999, 0.8546191717347235, nan, nan, 0.8973098673431636, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9835824012623567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30407523510971785, nan, nan, 0.0, nan, nan, 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, 0.3676198856137263, 0.8247179218053005, nan, nan, 0.8862173038229376, 0.9253061841641046, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0596        | 26.0  | 520  | 0.1515          | 0.6627   | 0.7697        | 0.9535           | [0.8990218651104814, 0.9810023280206708, 0.9653286574400126, 0.9288986377117224, 0.24670202638378894, 0.9696523092890503, 0.9849194989381905, nan, 0.7819721871049304, nan, 0.831709400471978, 0.8830855503390714, 0.9178432327166505, 0.7569215758019271, 0.8105184863792729, 0.875969509078383, 0.9748540824263584, 0.6173755357731618, nan, 0.8045509293922328, 0.4954308093994778, nan, 0.9284713955605349, nan, 0.0, nan, nan, 0.9218677180033001, nan, nan, nan, nan, nan, 0.689629745842485, nan, nan, 0.6222591625108842, 0.7164785436968092, 0.0, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.8885306997111712, nan, nan, 0.9915889929032128, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3549807374793616, nan, 0.7381344979722804, 0.8912864090454202, nan, nan, 0.8024056749254652, 0.0, 0.850494854820738, nan, nan, 0.8338621687820085, 0.8300028960324356, nan, nan, 0.883858164917228, nan, nan, nan, nan, nan, nan, 0.8001721170395869, 0.0, nan, 0.9772476979582894, 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, 0.5389380530973451, nan, nan, nan, 0.9858889934148636, nan, nan, nan, 0.36202066188058135, 0.833419689119171, 0.0, nan, 0.8467241033860949, 0.9189255669798789, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9553998871219415, 0.9890893333402117, 0.9943271201004693, 0.9722217095865737, 0.26375863322428206, 0.992921821196276, 0.9937279072730791, nan, 0.828553440585107, nan, 0.9985399176096366, 0.9829438234867179, 0.9343096441669144, 0.8312906034425022, 0.8239890357441043, 0.964329402554191, 0.999163215564799, 0.8633010603964961, nan, 0.8513606613847744, 0.8764434180138568, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9575695725556385, nan, nan, nan, nan, nan, 0.9033497739416358, nan, nan, 0.6588166275561516, 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, 0.9867052809578417, nan, nan, 0.860529217199559, nan, 0.8590532936113869, nan, nan, 0.8688301142625138, 0.8300028960324356, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 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, 0.5394154118689105, nan, nan, nan, 0.9881707526144351, nan, nan, nan, 0.3638363396392433, 0.8441353975334558, nan, nan, 0.8503018108651912, 0.9414344035078878, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  |
| 0.0373        | 27.0  | 540  | 0.1534          | 0.6515   | 0.7773        | 0.9525           | [0.8965442948028729, 0.9815482100996038, 0.9656944596078633, 0.9268953324908056, 0.2605733558178752, 0.9681430969801231, 0.9855979522088297, nan, 0.7766338236596132, nan, 0.8436343340579284, 0.8865554465161923, 0.9174874468906914, 0.7758433734939759, 0.7340610270404366, 0.8995186114312834, 0.974827587230619, 0.6112903225806452, nan, 0.809461791423827, 0.5012360939431397, nan, 0.926875196150225, nan, 0.0, nan, nan, 0.9245910694334601, nan, nan, nan, nan, nan, 0.6829161997260615, nan, nan, 0.623784473138849, 0.7161630448759162, 0.0, nan, nan, 0.0, 0.0, 0.3431111111111111, nan, nan, nan, 0.8808033577556055, nan, nan, 0.9882696164833161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20992951271835733, nan, 0.754056476916181, 0.8854859481678811, nan, nan, 0.824291742013261, 0.0, 0.8544051278697102, nan, nan, 0.8231600100477267, 0.8297132927888793, nan, nan, 0.8852645749197473, nan, nan, nan, nan, nan, nan, 0.8034321372854915, 0.0, nan, 0.9770795271824013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3830478440637921, nan, nan, 0.0, nan, nan, 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, 0.5933970460469157, nan, nan, nan, 0.9851231190150479, nan, nan, nan, 0.3543740178103719, 0.8534126163391934, 0.0, nan, 0.884470073573275, 0.9072352565048448, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9578477916846497, 0.9892802055229124, 0.9939140062132329, 0.9637103173870838, 0.2808433296982915, 0.9928580538196659, 0.9921657833508738, nan, 0.8225121562428838, nan, 0.998383480210669, 0.9835244592829148, 0.9417682624640697, 0.8625678119349005, 0.7458214527639062, 0.9737485932377551, 0.9991449584498492, 0.8736745043798986, nan, 0.8563899414398898, 0.9364896073903002, nan, 0.9717753729160573, nan, nan, nan, nan, 0.96364040768798, nan, nan, nan, nan, nan, 0.901685162351007, nan, nan, 0.6558833389205497, 0.7183243912505158, nan, nan, nan, 0.0, nan, 0.3431111111111111, nan, nan, nan, 0.9708818635607321, nan, nan, 0.9932702782500687, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5665839536807279, nan, 0.793724935126209, 0.9755680382514723, nan, nan, 0.9046306504961411, nan, 0.864812975835816, nan, nan, 0.8553158169479729, 0.8297132927888793, nan, nan, 0.9036520268484752, nan, nan, nan, nan, nan, nan, 0.9670352597538077, 0.0, nan, 0.9835243885459692, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.40658307210031347, nan, nan, 0.0, nan, nan, 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, 0.3571491421029476, 0.8661768564681186, nan, nan, 0.8949698189134809, 0.9296406431127463, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0385        | 28.0  | 560  | 0.1548          | 0.6607   | 0.7661        | 0.9524           | [0.8970703868628847, 0.980633622368448, 0.9635848024491128, 0.9232820570401976, 0.2255383976178935, 0.9688394078865531, 0.9854110411041104, nan, 0.7475496116245661, nan, 0.8497019186674359, 0.881279129984464, 0.9239615056645145, 0.779497559233242, 0.782851904221763, 0.9113117118793914, 0.9753082385097597, 0.6455189965460826, nan, 0.8005810537311484, 0.5100207325501037, nan, 0.9286014721345952, nan, 0.0, nan, nan, 0.9258318163430421, nan, nan, nan, nan, nan, 0.6797519697888014, nan, nan, 0.6272930291912586, 0.7125848590824934, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8880132647738281, nan, nan, 0.9867851216254503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1975133214920071, nan, 0.7174610345606506, 0.8870913913333685, nan, nan, 0.8105869279725225, 0.0, 0.8285695555264193, nan, nan, 0.8382646830243144, 0.8169707500724008, nan, nan, 0.883779133427186, nan, nan, nan, nan, nan, nan, 0.8160127253446448, 0.0, nan, 0.9757095062298108, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3934997098084736, nan, nan, 0.0, nan, nan, 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, 0.31959755030621173, 0.828838174273859, 0.0, nan, 0.8817322050771528, 0.8872150839363954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9595276827905227, 0.9871341831444387, 0.9955036684513187, 0.9711993090491675, 0.23678662304616502, 0.9933044254559368, 0.9920194817146551, nan, 0.7876843529396006, nan, 0.9984008621438877, 0.9880969661779648, 0.9397363465160076, 0.8769673832964973, 0.7936797996187716, 0.9583109066888487, 0.9989045731030097, 0.8185799907791609, nan, 0.8448157078883913, 0.8521939953810623, nan, 0.9685946183094472, nan, nan, nan, nan, 0.958210673679528, nan, nan, nan, nan, nan, 0.8988902589395807, nan, nan, 0.6591518605430774, 0.7147905489063144, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9671888316220932, nan, nan, 0.9928833956078639, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7492804906817646, 0.9816128593364303, nan, nan, 0.8846747519294377, nan, 0.8367428003972195, nan, nan, 0.8758482686619106, 0.8169707500724008, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.9812792964217757, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4250783699059561, nan, nan, 0.0, nan, nan, 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, 0.32142542894852616, 0.8386250327997901, nan, nan, 0.891046277665996, 0.908321153167683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0412        | 29.0  | 580  | 0.1592          | 0.6500   | 0.7727        | 0.9515           | [0.8949229686819773, 0.9812312658519714, 0.9639549693118036, 0.9258280298666742, 0.24209730621220452, 0.9663563004345127, 0.9845830907075905, nan, 0.7593595686788269, nan, 0.8658385842202057, 0.8839937434827946, 0.930771307271344, 0.769801126566272, 0.7257131334439808, 0.9009547359021911, 0.9755798884806981, 0.6496658459373901, nan, 0.803027362701339, 0.499683343888537, nan, 0.9274151253452676, nan, 0.0, nan, nan, 0.9155771149934943, nan, nan, nan, nan, nan, 0.6819490035625944, nan, nan, 0.6085852930197835, 0.7122244798230498, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8760496898955341, nan, nan, 0.9832898119471266, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19413012729844414, nan, 0.7086617740327987, 0.8856046335580867, nan, nan, 0.8265838011226945, 0.0, 0.8471458496988741, nan, nan, 0.8152432039784315, 0.8349261511728931, nan, nan, 0.8866524874202417, nan, nan, nan, nan, nan, nan, 0.826296098343132, 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, 0.6211072664359861, nan, nan, nan, 0.9847837237134552, nan, nan, nan, 0.27795275590551183, 0.8326838139776566, 0.0, nan, 0.8979992153785799, 0.8739350962722214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9600057545676881, 0.9879028305828824, 0.9955515896622381, 0.9670395783428253, 0.25612504543802256, 0.9927305190664456, 0.989494598637979, nan, 0.8074826195866208, nan, 0.998383480210669, 0.9844679924517347, 0.9398354643671325, 0.8969928337016945, 0.7370311441579105, 0.9627391495816412, 0.998749387625936, 0.8515444905486399, nan, 0.855253186358939, 0.9110854503464203, nan, 0.9697645510383153, nan, nan, nan, nan, 0.9482801481074433, nan, nan, nan, nan, nan, 0.9008425811755035, nan, nan, 0.6832048273550118, 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, 0.9777643880347529, nan, nan, 0.9091510474090408, nan, 0.8567361800728236, nan, nan, 0.8462386172495795, 0.8349261511728931, nan, nan, 0.9033349188732097, 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, 0.27954245490541135, 0.8409866176856469, nan, nan, 0.9211267605633803, 0.8944609646691195, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.042         | 30.0  | 600  | 0.1653          | 0.6589   | 0.7658        | 0.9500           | [0.889510131590396, 0.9806404031712863, 0.9635016074959992, 0.92723304776501, 0.23933324187131294, 0.9666390899689762, 0.9854054611218351, nan, 0.7471153967672223, nan, 0.8652111721749605, 0.8867350314257361, 0.925598589825197, 0.7766966966966967, 0.6394694596405917, 0.9097214113910749, 0.975578001177107, 0.646199339015481, nan, 0.8052929448839153, 0.49779179810725555, nan, 0.9281004489337823, nan, 0.0, nan, nan, 0.915954919896902, nan, nan, nan, nan, nan, 0.6781977830364927, nan, nan, 0.6012451598208185, 0.7131027388453131, 0.0, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.8805753010938824, nan, nan, 0.9842689354469949, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21606285464862504, nan, 0.717439293598234, 0.8869279776926743, nan, nan, 0.8349117735021434, 0.0, 0.8309591019497145, nan, nan, 0.8200379337275466, 0.8268172603533159, nan, nan, 0.8870607774951991, nan, nan, nan, nan, nan, nan, 0.8271494826971102, 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, 0.32187226596675417, 0.8244155844155844, 0.0, nan, 0.9002923976608187, 0.8799369644440067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9616303132919447, 0.9877480693536655, 0.9958969528719678, 0.9691471260210164, 0.2536532170119956, 0.993431960209157, 0.9925905300366697, nan, 0.7918904799539201, nan, 0.9988180285411343, 0.9727826970532734, 0.9368371493706017, 0.8661174737124104, 0.6463397344003529, 0.9530997700249547, 0.9986702734611534, 0.8563854310742277, nan, 0.8626593179469514, 0.9110854503464203, nan, 0.9674612459783563, nan, nan, nan, nan, 0.9485156546427497, nan, nan, nan, nan, nan, 0.895232223592273, nan, nan, 0.6636775058665773, 0.7152548493602972, nan, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.970273122032385, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4094292803970223, nan, 0.7513564519933946, 0.9768119885712064, nan, nan, 0.9233737596471885, nan, 0.8380006620324396, nan, nan, 0.8526187576126675, 0.8268172603533159, nan, nan, 0.9032820675439988, nan, nan, nan, nan, nan, nan, 0.9674525349467974, 0.0, nan, 0.9784540771337077, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42758620689655175, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.935300316122234, 0.6005314437555359, nan, nan, nan, 0.984656266072347, nan, nan, nan, 0.3237131544214694, 0.8328522697454737, nan, nan, 0.9292756539235413, 0.9005594476084875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0461        | 31.0  | 620  | 0.1564          | 0.6615   | 0.7732        | 0.9528           | [0.8993040452370596, 0.9799249617386765, 0.9628634632124518, 0.9267651783529612, 0.22411308584368353, 0.9725827621408779, 0.9850336882674806, nan, 0.8307365702864095, nan, 0.861146916874007, 0.8849632931305715, 0.9243775730248971, 0.7685376841592597, 0.7254391672088484, 0.889300633337825, 0.9756300597282055, 0.6190864600326265, nan, 0.8099731320368475, 0.4732868757259001, nan, 0.9268402934733475, nan, 0.0, nan, nan, 0.9235464424028977, nan, nan, nan, nan, nan, 0.6849405237669848, nan, nan, 0.6065027755749405, 0.7188705446690326, 0.0, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.8851305040475705, nan, nan, 0.9866937850363264, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19426523297491038, nan, 0.7057401271603833, 0.8850865118224112, nan, nan, 0.8275247524752475, 0.0, 0.8420293654955427, nan, nan, 0.8259743154024013, 0.8420900692840647, nan, nan, 0.8843906510851419, nan, nan, nan, nan, nan, nan, 0.8115512127028441, 0.0, nan, 0.9742064752314026, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45501432664756447, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9349492438367516, 0.5899218071242398, nan, nan, nan, 0.9848173808912839, nan, nan, nan, 0.3248993171073367, 0.843579766536965, 0.0, nan, 0.8931471578530402, 0.8747723357125277, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9563814835718158, 0.9876087842473703, 0.9961729129486416, 0.9646182976477405, 0.23744093057070156, 0.9922841474301747, 0.9914861886536002, nan, 0.8963470992458441, nan, 0.9986615911421668, 0.9798954855566846, 0.9347308950341957, 0.8454892505525416, 0.7377242867720033, 0.9687576454469834, 0.9985424736565045, 0.8748271092669433, nan, 0.8723045125732002, 0.941108545034642, nan, 0.974517402749342, nan, nan, nan, nan, 0.9640983370621868, nan, nan, nan, nan, nan, 0.898150431565968, nan, nan, 0.6409654710023466, 0.7210586050350805, nan, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.9695629235826468, nan, nan, 0.9927714032640678, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44830438378825477, nan, 0.7436659589525831, 0.987307819393963, nan, nan, 0.9214994487320838, nan, 0.850446871896723, nan, nan, 0.8598689171161765, 0.8447726614538082, nan, nan, 0.8959357327836796, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9787673458021998, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.49780564263322885, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9511064278187565, 0.6014171833480957, nan, nan, nan, 0.9869278244471112, nan, nan, nan, 0.32652881654201493, 0.853319338756232, nan, nan, 0.9073440643863179, 0.8956705811199033, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0259        | 32.0  | 640  | 0.1623          | 0.6596   | 0.7696        | 0.9512           | [0.8944007327779179, 0.9808424017411344, 0.9630997312769063, 0.9274842410935619, 0.24440502183406113, 0.9683950924314018, 0.9847604681014532, nan, 0.7880212358881441, nan, 0.8687867652618367, 0.8931646575705391, 0.8979092107741571, 0.7675816834689664, 0.6775171384601035, 0.8963206904383375, 0.9755262524406879, 0.6287012113055181, nan, 0.7903252326613831, 0.46532951289398283, nan, 0.9269515230116724, nan, 0.0, nan, nan, 0.9199645187860356, nan, nan, nan, nan, nan, 0.6803676482062325, nan, nan, 0.5943527233451628, 0.7178253486337673, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.8874150039014602, nan, nan, 0.9811744701524261, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.17035398230088494, nan, 0.7042556047791649, 0.8954655218674538, nan, nan, 0.8214285714285714, 0.0, 0.8699440759526597, nan, nan, 0.8211678832116789, 0.8506212077434268, nan, nan, 0.8782017773131208, nan, nan, nan, nan, nan, nan, 0.8210433244916003, 0.0, nan, 0.9740202757314735, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42902389864670315, nan, nan, 0.0, nan, nan, 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, 0.6126516464471404, nan, nan, nan, 0.9837102911625123, nan, nan, nan, 0.3375010929439538, 0.8256357031655422, 0.0, nan, 0.8806445195941913, 0.8865639308748954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]            | [0.9617210583977955, 0.9880679092273803, 0.9955515896622381, 0.9666778626292303, 0.2604143947655398, 0.9932194022871232, 0.992043078752755, nan, 0.8330944503234967, nan, 0.9986268272757296, 0.9787342139642909, 0.9449895926256319, 0.8464938718103275, 0.6865892657414263, 0.96552820864119, 0.9988102446757688, 0.8614568925772246, nan, 0.8278677230451257, 0.9376443418013857, nan, 0.9668397192161451, nan, nan, nan, nan, 0.9498632753725582, nan, nan, nan, nan, nan, 0.896013152486642, nan, nan, 0.6456587328193094, 0.7196399092034668, nan, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.969238261434195, nan, nan, 0.9869783447531587, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7425336164189668, 0.9730218274407666, nan, nan, 0.9052921719955899, nan, 0.8856669976828865, nan, nan, 0.8547938054637202, 0.8525919490298292, nan, nan, 0.8879023307436182, nan, nan, nan, nan, nan, nan, 0.9687043605257667, 0.0, nan, 0.9787441407156449, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4670846394984326, nan, nan, 0.0, nan, nan, 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, 0.6262178919397697, nan, nan, nan, 0.9861134921995542, nan, nan, nan, 0.3396392432908051, 0.8349514563106796, nan, nan, 0.8907444668008049, 0.9075651428859433, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.034         | 33.0  | 660  | 0.1697          | 0.6459   | 0.7693        | 0.9489           | [0.8862089918661721, 0.9810743653456977, 0.9632795557915342, 0.9287623326035654, 0.2574994966780753, 0.9694387427173394, 0.9850265876455293, nan, 0.7578602786307002, nan, 0.8668095252467328, 0.8914878064987707, 0.9211702954898912, 0.7683416474023604, 0.5627054518389878, 0.9046869295363271, 0.9754600862373816, 0.6265401265401266, nan, 0.8117658417275448, 0.46395881006864986, nan, 0.9279955128654561, nan, 0.0, nan, nan, 0.9175251208585385, nan, nan, nan, nan, nan, 0.6831347705496722, nan, nan, 0.5811546017832855, 0.7140651536205033, 0.0, nan, nan, 0.0, 0.0, 0.32355555555555554, nan, nan, nan, 0.8817456074042663, nan, nan, 0.9826489007598062, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1712846347607053, nan, 0.7025004481089802, 0.8953998004561003, nan, nan, 0.8254698120751699, 0.0, 0.8874773139745916, nan, nan, 0.8217341620446501, 0.8556998556998557, nan, nan, 0.8831999168312714, nan, nan, nan, nan, nan, nan, 0.8264888888888889, 0.0, nan, 0.9746440818871454, 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, 0.6733167082294265, nan, nan, nan, 0.9834622452031965, nan, nan, nan, 0.3685175484546883, 0.79374185136897, 0.0, nan, 0.8922469135802469, 0.8546886537041595, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9619324280955701, 0.9878460847988362, 0.9953252032520326, 0.9645407871376845, 0.2789531079607416, 0.9938570760532245, 0.992250732688033, nan, 0.8001018043481173, nan, 0.9984182440771062, 0.9737262302220931, 0.9393398751115076, 0.8458910990556561, 0.5716851242143071, 0.9699809169643294, 0.9988315446432103, 0.8674504379898571, nan, 0.8688942473303479, 0.9364896073903002, nan, 0.9678268499561276, nan, nan, nan, nan, 0.9485810731247792, nan, nan, nan, nan, nan, 0.8908549116317304, nan, nan, 0.6445692256118002, 0.715796533223277, nan, nan, nan, 0.0, nan, 0.32355555555555554, nan, nan, nan, 0.970435453106611, nan, nan, 0.9888516712312031, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44995864350703063, nan, 0.739655579146025, 0.9768314252949523, nan, nan, 0.9104740904079383, nan, 0.906454816285998, nan, nan, 0.8550258105678324, 0.8586736171445121, nan, nan, 0.8979969346229058, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 0.0, nan, 0.9793822805959066, 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, 0.7174490699734278, nan, nan, nan, 0.9863706497514144, nan, nan, nan, 0.37140343158820943, 0.7987404880608764, nan, nan, 0.9088531187122736, 0.8751071014565798, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0269        | 34.0  | 680  | 0.1723          | 0.6601   | 0.7683        | 0.9478           | [0.8812703988142674, 0.9801313654118864, 0.9626128075608015, 0.9351206300737055, 0.2193976236529428, 0.9720141489804411, 0.9850751167545061, nan, 0.758910647323965, nan, 0.8611202734714684, 0.8851655888692925, 0.9180585814572743, 0.7616770871643986, 0.47605917434745565, 0.9080025637504006, 0.975459922132731, 0.6282072504552226, nan, 0.8120233288470166, 0.47214076246334313, nan, 0.9273534139352855, nan, 0.0, nan, nan, 0.9186200461497724, nan, nan, nan, nan, nan, 0.681517110865794, nan, nan, 0.5815338793745346, 0.7175093271581114, 0.0, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.8856318010215412, nan, nan, 0.9847837963618704, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36535859269282817, nan, 0.7032455440276669, 0.889568479633021, nan, nan, 0.8237452886332077, 0.0, 0.9030980061050854, nan, nan, 0.8241491085899514, 0.8601499423298731, nan, nan, 0.8842099824325721, nan, nan, nan, nan, nan, nan, 0.8045125732001378, 0.0, nan, 0.9737367904371427, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3769075727037144, nan, nan, 0.0, nan, nan, 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, 0.6576955424726662, nan, nan, nan, 0.986626789147618, nan, nan, nan, 0.35135608048993877, 0.8118811881188119, 0.0, nan, 0.9000099000099, 0.8706964391107613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9606708497947168, 0.9876448952008543, 0.9960440214158239, 0.9698151927981663, 0.23089785532533624, 0.9929643327806827, 0.9914767498383603, nan, 0.8051652311360562, nan, 0.9983313344110132, 0.9835244592829148, 0.9397611259787888, 0.832228249949769, 0.4841286094613967, 0.9704702255712678, 0.9987037448385615, 0.8748271092669433, nan, 0.8728901136755081, 0.9295612009237876, nan, 0.9702763966071951, nan, nan, nan, nan, 0.953186534259659, nan, nan, nan, nan, nan, 0.8881011097410604, nan, nan, 0.6545424069728462, 0.7193045810978126, nan, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.9710644860192362, nan, nan, 0.9910100691298195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7483368719037509, 0.9724581624521371, nan, nan, 0.9156560088202866, nan, 0.9205561072492552, nan, nan, 0.8553158169479729, 0.8638864755285259, nan, nan, 0.9044447967866391, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.978222026268158, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4103448275862069, nan, nan, 0.0, nan, nan, 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, 0.6926483613817538, nan, nan, nan, 0.9897136979255957, nan, nan, nan, 0.3533655961284646, 0.8176331671477303, nan, nan, 0.9145875251509055, 0.8922433345093493, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0128        | 35.0  | 700  | 0.1675          | 0.6568   | 0.7616        | 0.9495           | [0.8889078716515174, 0.9808356928181209, 0.9627958098956627, 0.9324157321274915, 0.22162837509543973, 0.9702731877439176, 0.9843800419961745, nan, 0.7379540635593759, nan, 0.8493045393404579, 0.887016393442623, 0.9167230219302482, 0.7693876289933881, 0.659526213592233, 0.8993163172288058, 0.9754795762195575, 0.639704619611884, nan, 0.806705217334806, 0.5012658227848101, nan, 0.9302547096592112, nan, 0.0, nan, nan, 0.9151303685846602, nan, nan, nan, nan, nan, 0.660601946141661, nan, nan, 0.5654289564306034, 0.7149949836647544, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.882623047559334, nan, nan, 0.9900061765271717, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34115281501340483, nan, 0.7111111111111111, 0.8653072224218469, nan, nan, 0.8269499301815281, 0.0, 0.8755949664210733, nan, nan, 0.814993006993007, 0.823953823953824, nan, nan, 0.8790444827766453, nan, nan, nan, nan, nan, nan, 0.8215167548500882, 0.0, nan, 0.9734145777983135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2825138201920279, nan, nan, 0.0, nan, nan, 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, 0.27058307759754496, 0.8079729025534133, 0.0, nan, 0.8806461262339216, 0.8881672816728168, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9615694476721667, 0.9882433052871594, 0.9958738184942825, 0.9718969036396721, 0.2321337695383497, 0.9934957275857671, 0.9933833905168223, nan, 0.7785621475359329, nan, 0.9987311188750413, 0.9817825518943243, 0.9405292893250075, 0.8339026187127453, 0.6688353628759117, 0.9654548123501493, 0.9987980732658023, 0.8586906408483171, nan, 0.8553909748535997, 0.9145496535796767, nan, 0.9640611289850833, nan, nan, nan, nan, 0.9436746869725635, nan, nan, nan, nan, nan, 0.8998766954377312, nan, nan, 0.6330036875628562, 0.7169314898885679, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9711862343249057, nan, nan, 0.9954490383930117, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42100909842845324, nan, 0.7503656522764803, 0.936130925771152, nan, nan, 0.9141124586549063, nan, 0.8890433631247932, nan, nan, 0.8449625891769619, 0.8268172603533159, nan, nan, 0.8888008033402041, nan, nan, nan, nan, nan, nan, 0.9718339244731901, 0.0, nan, 0.9777289181788648, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30438871473354234, 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, 0.9380400421496312, 0.704162976085031, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.27153541575011, 0.813697192337969, nan, nan, 0.8885311871227364, 0.9098331737311628, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0262        | 36.0  | 720  | 0.1661          | 0.6472   | 0.7706        | 0.9495           | [0.889873921317715, 0.9811252212887447, 0.9640712138994878, 0.9346838109948147, 0.26672969140387603, 0.9692176941254509, 0.9843506575530885, nan, 0.7497218851132686, nan, 0.8482852332141908, 0.8934785496081817, 0.9143529072976411, 0.7562941833064616, 0.6354382920707712, 0.9092869597136827, 0.9753915454121367, 0.6468127823322737, nan, 0.8165051070197125, 0.4682814302191465, nan, 0.9295264231933009, nan, 0.0, nan, nan, 0.9112649146559032, nan, nan, nan, nan, nan, 0.6520744903449512, nan, nan, 0.58598355287097, 0.7181268493503152, 0.0, nan, nan, 0.0, 0.0, 0.2657777777777778, nan, nan, nan, 0.8823312838260742, nan, nan, 0.9899324440663203, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.30830248545742994, nan, 0.7205153178678945, 0.8577169838523645, nan, nan, 0.8308881064162754, 0.0, 0.8996231808731808, nan, nan, 0.81834466929773, 0.8382352941176471, nan, nan, 0.8842263602883967, nan, nan, nan, nan, nan, nan, 0.8089082969432314, 0.0, nan, 0.9742504633184571, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3546140452698781, nan, nan, 0.0, nan, nan, 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, 0.6994266994266994, nan, nan, nan, 0.986336464560205, nan, nan, nan, 0.3085814360770578, 0.8206663196251952, 0.0, nan, 0.8876973488233542, 0.8328825062705946, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9604174274869139, 0.9892183010312257, 0.994946790931324, 0.9693759665745153, 0.28716830243547803, 0.9938570760532245, 0.9929728020538862, nan, 0.7944221933478895, nan, 0.9983139524777945, 0.9764842502540282, 0.9441470908910695, 0.8168240573303864, 0.6461191890231415, 0.9696628663698195, 0.9988741445780933, 0.8911940986629784, nan, 0.8646572511195315, 0.9376443418013857, nan, 0.9658891488739397, nan, nan, nan, nan, 0.9422878151535372, nan, nan, nan, nan, nan, 0.8966091245376079, nan, nan, 0.6748240026818639, 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, 0.9250519932360202, nan, nan, 0.9366041896361632, nan, 0.9167163190996359, nan, nan, 0.8478916536163795, 0.841876629018245, nan, nan, 0.9009566090587178, nan, nan, nan, nan, nan, nan, 0.9662007093678281, 0.0, nan, 0.9789471852230008, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3830721003134796, nan, nan, 0.0, nan, nan, 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, 0.7564216120460585, nan, nan, nan, 0.9900565746614092, nan, nan, nan, 0.310074791025077, 0.8273419050118079, nan, nan, 0.8993963782696177, 0.85353560808427, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0356        | 37.0  | 740  | 0.1642          | 0.6432   | 0.7651        | 0.9506           | [0.896953443001252, 0.9805451652023518, 0.9630383186158948, 0.9277041197170582, 0.23596737715029814, 0.9724778282050215, 0.9832588139754133, nan, 0.773141275632155, nan, 0.8382243495264641, 0.8859625668449198, 0.9221997514680441, 0.7426046628227626, 0.7515533724840014, 0.9024028816341418, 0.9755192172806924, 0.6463456875649463, nan, 0.8136504054575878, 0.4830917874396135, nan, 0.9302652874533812, nan, 0.0, nan, nan, 0.9180410806435293, nan, nan, nan, nan, nan, 0.6539480417833168, nan, nan, 0.601217192848992, 0.7116685964235173, 0.0, nan, nan, 0.0, 0.0, 0.25866666666666666, nan, nan, nan, 0.8768684706441993, nan, nan, 0.9892466591808038, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16958151155527795, nan, 0.7073310930314821, 0.8640058862588159, nan, nan, 0.8416451420623883, 0.0, 0.8613090956646832, nan, nan, 0.8044300075606956, 0.8094410657399362, nan, nan, 0.8827668890742285, nan, nan, nan, nan, nan, nan, 0.8165121567255553, 0.022857142857142857, nan, 0.9737945371600162, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32850940665701883, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.920250521920668, 0.6725738396624472, nan, nan, nan, 0.9857319834251783, nan, nan, nan, 0.343459989493959, 0.8249219562955254, 0.0, nan, 0.8754101620761658, 0.7493713327745181, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.960076580016157, 0.9885373516226715, 0.9956854385617027, 0.9633116919067954, 0.25030897855325335, 0.9929005654040726, 0.994261200334134, nan, 0.823235502926875, nan, 0.9984356260103249, 0.9619683553491073, 0.9378531073446328, 0.7935838189002746, 0.764079459348761, 0.9684151294221265, 0.9987585161834109, 0.8603042876901799, nan, 0.8709955218739235, 0.9237875288683602, nan, 0.9666569172272594, nan, nan, nan, nan, 0.9496670199264696, nan, nan, nan, nan, nan, 0.8928688861487875, nan, nan, 0.6623365739188736, 0.7134492364836978, nan, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.972505174302991, nan, nan, 0.9956119363476242, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4491315136476427, nan, 0.7547534795942439, 0.9357810647437268, nan, nan, 0.9340683572216097, nan, 0.8720291294273419, nan, nan, 0.833101328229221, 0.8094410657399362, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.022857142857142857, nan, 0.9782800389845454, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3557993730407524, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9289778714436249, 0.7059344552701505, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.34518257809062913, 0.8320650747835214, nan, nan, 0.8857142857142857, 0.7659896174587975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]  |
| 0.0307        | 38.0  | 760  | 0.1636          | 0.6452   | 0.7736        | 0.9498           | [0.8948510915810068, 0.9815781787249742, 0.9637981027728704, 0.9280973608370363, 0.2652577389419495, 0.9679604009609809, 0.9838531732675119, nan, 0.7715887328945199, nan, 0.8373798795514531, 0.8888668517783949, 0.9270299301791904, 0.7738684258750229, 0.7186041824918226, 0.8846000266205244, 0.9754878360466706, 0.6260618688892451, nan, 0.812523973916379, 0.46681792399319344, nan, 0.9295710427554277, nan, 0.0, nan, nan, 0.9120556238047595, nan, nan, nan, nan, nan, 0.6527505273872571, nan, nan, 0.594208211143695, 0.7142305812128541, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8742666618081114, nan, nan, 0.9856163136493293, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21177985194721596, nan, 0.7149239586623946, 0.8451480556546557, nan, nan, 0.8394029850746269, 0.0, 0.8522994512673112, nan, nan, 0.8180678589336453, 0.8389708008094825, nan, nan, 0.8775051017738476, nan, nan, nan, nan, nan, nan, 0.8028556683296061, 0.0, nan, 0.9740069992261582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31836854460093894, nan, nan, 0.0, nan, nan, 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, 0.6974858069748581, nan, nan, nan, 0.9862066020412521, nan, nan, nan, 0.3901693731447529, 0.839119170984456, 0.0, nan, 0.8856772650254161, 0.7465483234714004, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9566448657083099, 0.9881710833801916, 0.9952558001189769, 0.9651793261014797, 0.2846964740094511, 0.993431960209157, 0.9932370888806037, nan, 0.8149572019878638, nan, 0.9981575150788271, 0.9758310349833067, 0.9409505401922886, 0.8485031143258991, 0.7302414971880464, 0.9755835005137741, 0.9987798161508524, 0.9004149377593361, nan, 0.8756114364450568, 0.9503464203233256, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9422223966715076, nan, nan, nan, nan, nan, 0.9093300452116728, nan, nan, 0.6792658397586322, 0.7160544779199339, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9736820745911287, nan, nan, 0.9920485435904746, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.544251447477254, nan, 0.7474404340646379, 0.9208925343544092, nan, nan, 0.9300992282249173, nan, 0.8637537239324727, nan, nan, 0.8516617365582043, 0.8404286128004633, nan, nan, 0.8863167908672903, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.978448275862069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3401253918495298, nan, nan, 0.0, nan, nan, 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, 0.3932248130224373, 0.8499081605877722, nan, nan, 0.893963782696177, 0.7630663777027368, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0289        | 39.0  | 780  | 0.1727          | 0.6429   | 0.7686        | 0.9487           | [0.8901535255439609, 0.9812361126754795, 0.9631441184888608, 0.9257805290133886, 0.2623762376237624, 0.9690012432656444, 0.9852000037480205, nan, 0.7533068699192147, nan, 0.8349774090915695, 0.8893374809716064, 0.923285811269518, 0.7751598173515982, 0.6592018597442851, 0.9052694308831282, 0.975482985191723, 0.6150901260169086, nan, 0.8143871825641358, 0.481216457960644, nan, 0.9277797264117853, nan, 0.0, nan, nan, 0.9145941704319651, nan, nan, nan, nan, nan, 0.6692143214594423, nan, nan, 0.5765159534250718, 0.7104369306777829, 0.0, nan, nan, 0.0, 0.0, 0.264, nan, nan, nan, 0.874477750816442, nan, nan, 0.9857435045867844, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16191014410850524, nan, 0.7132467764243966, 0.8625496234845922, nan, nan, 0.8386290967226219, 0.0, 0.8770475755400379, nan, nan, 0.8010532802958149, 0.8216044019693021, nan, nan, 0.8759078321751398, nan, nan, nan, nan, nan, nan, 0.8085325993462928, 0.0, nan, 0.9722308892355694, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3481159420289855, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220289247537204, 0.6998368678629691, nan, nan, nan, 0.9859589041095891, nan, nan, nan, 0.37161808343515446, 0.8243383497664764, 0.0, nan, 0.8927479033053775, 0.7693975072663678, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9595774819339774, 0.9887024302671694, 0.995371472007403, 0.9626879168496776, 0.2812795347146492, 0.9940058665986481, 0.9924300701775913, nan, 0.7956679570814301, nan, 0.9990092298065391, 0.9752503991871099, 0.9436019427098821, 0.8527225236085996, 0.6700641156918036, 0.9662866369819445, 0.9988193732332438, 0.8888888888888888, nan, 0.864967275232518, 0.9318706697459584, nan, 0.9670590816028078, nan, nan, nan, nan, 0.945467153380173, nan, nan, nan, nan, nan, 0.906905055487053, nan, nan, 0.6390378813275226, 0.7121595130004127, nan, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.9725863398401039, nan, nan, 0.991172967084432, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4739454094292804, nan, 0.7542344892663364, 0.9417481389337014, nan, nan, 0.9253583241455348, nan, 0.8897053955643827, nan, nan, 0.8293022446493823, 0.8216044019693021, nan, nan, 0.8859996828920247, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9761451710214879, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.37648902821316615, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7599645704162976, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.37465904091509017, 0.8336394647074259, nan, nan, 0.9102615694164989, 0.7871579053475127, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                |
| 0.0446        | 40.0  | 800  | 0.1747          | 0.6421   | 0.7689        | 0.9492           | [0.8913463052802886, 0.980630171897629, 0.9621990877843889, 0.9256938926098308, 0.235456299972429, 0.9698975146259491, 0.9844503042026331, nan, 0.7866969613742478, nan, 0.8427813132349923, 0.8852620517535794, 0.9116218685387315, 0.761605946143536, 0.6474760116812682, 0.9097513013302487, 0.9755130548496872, 0.5998162890385793, nan, 0.8170524388649143, 0.47463556851311955, nan, 0.9285239012432148, nan, 0.0, nan, nan, 0.9173168890007551, nan, nan, nan, nan, nan, 0.6659197268334324, nan, nan, 0.5805581251927228, 0.7130945027794935, 0.0, nan, nan, 0.0, 0.0, 0.2853333333333333, nan, nan, nan, 0.8720778040356298, nan, nan, 0.9851946368534046, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15611931976582102, nan, 0.6966181850629071, 0.8644001493625421, nan, nan, 0.836204321417903, 0.0, 0.8796320459290188, nan, nan, 0.7934455718260772, 0.819047619047619, nan, nan, 0.8798858032701791, nan, nan, nan, nan, nan, nan, 0.8000683526999316, 0.0, nan, 0.9716564098119095, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3245997088791849, nan, nan, 0.0, nan, nan, 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, 0.9855004277159966, nan, nan, nan, 0.3284416491963662, 0.822886866059818, 0.0, nan, 0.8936880337685286, 0.8408655028276371, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.958274957670728, 0.9885218754997498, 0.995949831449534, 0.963130834049998, 0.24834605597964376, 0.9937295413000042, 0.9919675682308357, nan, 0.8441187895998821, nan, 0.9990439936729764, 0.9782987371171433, 0.9395876697393201, 0.8372513562386981, 0.660123820476063, 0.9620785829622743, 0.9987433019209527, 0.9031811894882434, nan, 0.8609025146400275, 0.9399538106235565, nan, 0.9693623866627669, nan, nan, nan, nan, 0.9536706310266777, nan, nan, nan, nan, nan, 0.8977599671187834, nan, nan, 0.6311599061347637, 0.7147131654973173, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9734385779797898, nan, nan, 0.9904806507773287, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46319272125723737, nan, 0.7366831799952819, 0.9448774514567825, nan, nan, 0.9259095920617421, nan, 0.8926183382985766, nan, nan, 0.818688011136245, 0.8218940052128584, nan, nan, 0.8958828814544686, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9754838260546712, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3495297805642633, nan, nan, 0.0, nan, nan, 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, 0.9875278587347849, nan, nan, nan, 0.3308402991641003, 0.8302282865389662, nan, nan, 0.9158953722334005, 0.8618013204979588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0192        | 41.0  | 820  | 0.1705          | 0.6545   | 0.7673        | 0.9498           | [0.8938108109779859, 0.9808216934439571, 0.9628674813562248, 0.9298363237766852, 0.23947043490190698, 0.9726871513031893, 0.9839861481585475, nan, 0.7479683029950125, nan, 0.8367296439696079, 0.8854159826646529, 0.9108562398237716, 0.7615840850117386, 0.741993545183714, 0.9083137471772893, 0.9754668314889874, 0.6234369990381533, nan, 0.8121299355556283, 0.4582164890633763, nan, 0.9267770682759104, nan, 0.0, nan, nan, 0.9145897543218802, nan, nan, nan, nan, nan, 0.6764796690234339, nan, nan, 0.579228883441052, 0.7123481572987441, 0.0, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.8729532057346627, nan, nan, 0.9861338839294751, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2286036036036036, nan, 0.7065013823240881, 0.8864303616183316, nan, nan, 0.8358032009484292, 0.0, 0.8783299680844134, nan, nan, 0.794371808540486, 0.8353552859618717, nan, nan, 0.8779051589369463, nan, nan, nan, nan, nan, nan, 0.8080441912653202, 0.0, nan, 0.9733141606463275, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2326061320754717, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9189698492462312, 0.7008064516129032, nan, nan, nan, 0.9859589041095891, nan, nan, nan, 0.3407362070473026, 0.8274072151570205, 0.0, nan, 0.8974029821269872, 0.7084032783647675, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9594734570565386, 0.9885631451608743, 0.9955135831846124, 0.967475113589807, 0.25379861868411485, 0.9931556349105131, 0.9923404014328121, nan, 0.7915020159939989, nan, 0.9992004310719438, 0.9786616344897663, 0.9426355436614134, 0.8255977496483825, 0.7533199955890925, 0.9644027988452317, 0.9988711017256017, 0.8964960811433841, nan, 0.8551842921116087, 0.9434180138568129, nan, 0.9657429072828312, nan, nan, nan, nan, 0.943452264133663, nan, nan, nan, nan, nan, 0.9005548705302097, nan, nan, 0.6534528997653369, 0.713965125877012, nan, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.9736009090540156, nan, nan, 0.9919670946131682, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5037220843672456, nan, 0.7475347959424392, 0.9624288129992808, nan, nan, 0.9327453142227122, nan, 0.8927507447864945, 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, 0.24733542319749216, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9249736564805058, 0.7697077059344553, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.3428948526176859, 0.8365258462345841, nan, nan, 0.9142857142857143, 0.7231490348268736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0205        | 42.0  | 840  | 0.1683          | 0.6439   | 0.7689        | 0.9508           | [0.8956305369945103, 0.9794809125957438, 0.9628582382823733, 0.9295548742406178, 0.23611397185032612, 0.9693321452993224, 0.9841788163861924, nan, 0.7758326645264848, nan, 0.8305831695757716, 0.8744544287548138, 0.91282918579367, 0.7509580912350106, 0.7465264855476988, 0.9033687335845609, 0.9756013459686337, 0.6346378018318068, nan, 0.8163205899476034, 0.4824242424242424, nan, 0.9294739421091316, nan, 0.0, nan, nan, 0.9181977911646586, nan, nan, nan, nan, nan, 0.6857200691341109, nan, nan, 0.5973088034058082, 0.7148555106662207, 0.0, nan, nan, 0.0, 0.0, 0.25333333333333335, nan, nan, nan, 0.8811810154525387, nan, nan, 0.9876549456109284, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.232212389380531, nan, 0.6997873659962789, 0.8843194901677728, nan, nan, 0.8338404161350476, 0.0, 0.866992824527071, nan, nan, 0.8078097425698199, 0.8370818915801614, nan, nan, 0.8831175610774692, nan, nan, nan, nan, nan, nan, 0.8185328185328186, 0.005714285714285714, nan, 0.9733795493934142, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23076923076923078, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9274937133277452, 0.6924979389942292, nan, nan, nan, 0.9864743397680092, nan, nan, nan, 0.3556254917387884, 0.8312159709618875, 0.0, nan, 0.8835453100158982, 0.7490136121522983, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.955996370195766, 0.9882071943336755, 0.9959845330160618, 0.9668734843927052, 0.2500181752090149, 0.9943247034816988, 0.9914106781316809, nan, 0.8287409749105863, nan, 0.9991656672055066, 0.9888227609232109, 0.9362176628010704, 0.8136762440559909, 0.7583925392649538, 0.9677056319420658, 0.9986763591661367, 0.8785154449054864, nan, 0.8694109541853255, 0.9191685912240185, nan, 0.9708979233694063, nan, nan, nan, nan, 0.9572293964490848, nan, nan, nan, nan, nan, 0.9050349362926429, nan, nan, 0.6584813945692256, 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, 0.5425971877584781, nan, 0.7453172918141071, 0.9763455072013062, nan, nan, 0.9367144432194047, nan, 0.8799073154584575, nan, nan, 0.8363203990487791, 0.8407182160440196, nan, nan, 0.894085936261297, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.005714285714285714, nan, 0.9774678609551214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2445141065830721, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9327713382507903, 0.7440212577502214, nan, nan, nan, 0.987785016286645, nan, nan, nan, 0.3579410470743511, 0.8412490160062975, nan, nan, 0.8945674044265594, 0.7654352099188549, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0113        | 43.0  | 860  | 0.1748          | 0.6693   | 0.7650        | 0.9486           | [0.8862180059576961, 0.9802456117000855, 0.9624647113677299, 0.9315637561312485, 0.2546024819309969, 0.9719206289779109, 0.9846526353256339, nan, 0.7367487809511747, nan, 0.8552594378227163, 0.8863457502623295, 0.9228475135174454, 0.7635841329992055, 0.6107677772098571, 0.916954774808447, 0.9756959932437657, 0.6050876376609275, nan, 0.8132295719844358, 0.47469458987783597, nan, 0.9291352394316786, nan, 0.0, nan, nan, 0.9203567694226432, nan, nan, nan, nan, nan, 0.6854760581275312, nan, nan, 0.5864972324004054, 0.7150724413906688, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8725284738041003, nan, nan, 0.9822530007369346, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35317200784826686, nan, 0.6970102632753236, 0.8911601723986279, nan, nan, 0.8359893101059092, nan, 0.8660877513711152, nan, nan, 0.7962785722328567, 0.8303030303030303, nan, nan, 0.8800020707149143, nan, nan, nan, nan, nan, nan, 0.8085655314757482, 0.0, nan, 0.9715996093862858, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31168454624528846, nan, nan, 0.0, nan, nan, 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, 0.975255790059506, nan, nan, nan, 0.3235010940919037, 0.8317320176577513, 0.0, nan, 0.8897087760724124, 0.7912726556343578, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9610271903323263, 0.9878409260911957, 0.9960291493158834, 0.9708781940789353, 0.27146492184660126, 0.9932406580793266, 0.9922318550575532, nan, 0.7792051223661474, nan, 0.9990439936729764, 0.980911598200029, 0.9431311329170383, 0.8367155582345456, 0.6211975613982577, 0.960341537407643, 0.9983872881794309, 0.8992623328722914, nan, 0.8639338615225629, 0.9422632794457275, nan, 0.9683021351272302, nan, nan, nan, nan, 0.9558556083264644, nan, nan, nan, nan, nan, 0.8869913686806412, nan, nan, 0.6304894401609118, 0.7167509286009079, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9715514792419139, nan, nan, 0.9906333676097779, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7369662656286861, 0.9846255515170362, nan, nan, 0.9312017640573319, nan, 0.8781860311155246, nan, nan, 0.820341047503045, 0.8331885317115552, nan, nan, 0.8984197452565932, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9754606209681163, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.33699059561128525, nan, nan, 0.0, nan, nan, 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, 0.9763843648208469, nan, nan, nan, 0.32520897492300926, 0.8404618210443453, nan, nan, 0.9097585513078471, 0.809737412428809, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0424        | 44.0  | 880  | 0.1763          | 0.6578   | 0.7665        | 0.9496           | [0.8891415629467557, 0.9809505286970407, 0.9625978498195937, 0.9312893115134535, 0.24847738315198795, 0.9684108045405585, 0.9849131369527441, nan, 0.7589677776519583, nan, 0.8496260604806527, 0.890840402969247, 0.9281244673857466, 0.7730816077953715, 0.6337940962494002, 0.9188380034616644, 0.9756155570486559, 0.6026479750778816, nan, 0.8113047727642939, 0.45278851463279957, nan, 0.9284037969806298, nan, 0.0, nan, nan, 0.9202359095596188, nan, nan, nan, nan, nan, 0.6884743083003952, nan, nan, 0.577511696138292, 0.7136608084810745, 0.0, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.863911072739046, nan, nan, 0.984174715995383, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34705882352941175, nan, 0.6982588404236223, 0.8904824909588075, nan, nan, 0.8351778656126482, 0.0, 0.8551462904911181, nan, nan, 0.7807334273624824, 0.8477697841726619, nan, nan, 0.8798750325436084, nan, nan, nan, nan, nan, nan, 0.8201991962257558, 0.0, nan, 0.9722562455224053, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30887470997679817, nan, nan, 0.0, nan, nan, 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, 0.6905940594059405, nan, nan, nan, 0.9823217190309049, nan, nan, nan, 0.32689112374289464, 0.8398650402283935, 0.0, nan, 0.8999217374290746, 0.8278103303953912, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9601396589311997, 0.9887385412206534, 0.9958853856831251, 0.9716680630861733, 0.26397673573246094, 0.9937295413000042, 0.9923781566937718, nan, 0.8080318272540956, nan, 0.9991830491387252, 0.9755407170852083, 0.9445683417583507, 0.8501774830888755, 0.6450164621370847, 0.9610999657483975, 0.9985424736565045, 0.8918856615952052, nan, 0.8578367206338271, 0.9468822170900693, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9574518192879853, nan, nan, nan, nan, nan, 0.8949034114262228, nan, nan, 0.610375460945357, 0.7154096161782914, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9745951868836492, nan, nan, 0.9896356176377761, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.7341354092946449, 0.9811075045190383, nan, nan, 0.9318632855567806, nan, 0.8668652763985435, nan, nan, 0.8026506583144829, 0.8531711555169418, nan, nan, 0.8930817610062893, nan, nan, nan, nan, nan, nan, 0.9793448779470061, 0.0, nan, 0.9762495939109853, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3338557993730408, nan, nan, 0.0, nan, nan, 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, 0.9835847762729298, nan, nan, nan, 0.3289045314562253, 0.84912096562582, nan, nan, 0.9254527162977867, 0.8473363237740034, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0414        | 45.0  | 900  | 0.1792          | 0.6435   | 0.7676        | 0.9488           | [0.8882439833973854, 0.9806965815903437, 0.9625191452934121, 0.9285496561990502, 0.25153667531757956, 0.9685805356625409, 0.9851431405763058, nan, 0.76485924806348, nan, 0.843434121150771, 0.8906909724549293, 0.9101571774538202, 0.7726548129981606, 0.6114302525432389, 0.9010009598244892, 0.9756848123734513, 0.6038838017050837, nan, 0.8006469073866261, 0.4669350201265095, nan, 0.9265795359239586, nan, 0.0, nan, nan, 0.9194410141384611, nan, nan, nan, nan, nan, 0.6873570779688626, nan, nan, 0.5661163283853378, 0.7119695292997401, 0.0, nan, nan, 0.0, 0.0, 0.296, nan, nan, nan, 0.8753031712165144, nan, nan, 0.9841530054644809, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2653985507246377, nan, 0.6995879243930843, 0.8808489686824105, nan, nan, 0.8364921928704704, 0.0, 0.8458221728620893, nan, nan, 0.8047526754866436, 0.832564841498559, nan, nan, 0.8793391014281247, nan, nan, nan, nan, nan, nan, 0.8089127796081151, 0.0, nan, 0.971926276866189, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29544126241963764, nan, nan, 0.0, nan, nan, 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, 0.7001633986928104, nan, nan, nan, 0.9838087895142636, nan, nan, nan, 0.3585532063603005, 0.8245841995841996, 0.0, nan, 0.8963378617838157, 0.8302555768946669, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9588991069353607, 0.9883206859017679, 0.9958771234053804, 0.9669657588094386, 0.26775717920756087, 0.9946860519491562, 0.9935816056368605, nan, 0.8134435320750674, nan, 0.9993047226712555, 0.964581216431993, 0.9498959262563188, 0.8440158060411225, 0.6220639896658737, 0.9645740568576602, 0.9985272593940464, 0.8817427385892116, nan, 0.8356183258697899, 0.9376443418013857, nan, 0.969398947060544, nan, nan, nan, nan, 0.9546519082571208, nan, nan, nan, nan, nan, 0.9018701191944102, nan, nan, 0.6264666443178009, 0.7136040033016922, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9739661539710239, nan, nan, 0.9901548548681036, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48469809760132343, nan, 0.7369190846897853, 0.9736438026006337, nan, nan, 0.9391400220507167, nan, 0.8571333995365773, nan, nan, 0.8308682791021402, 0.8366637706342311, nan, nan, 0.8916547751175942, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9758957163410219, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31692789968652035, nan, nan, 0.0, nan, nan, 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, 0.7590788308237378, nan, nan, nan, 0.9843991085204868, nan, nan, nan, 0.3611086669599648, 0.8325898714248229, nan, nan, 0.9159959758551308, 0.8497555566755708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                            |
| 0.0226        | 46.0  | 920  | 0.1801          | 0.6550   | 0.7666        | 0.9484           | [0.8863154297384601, 0.9805562518223718, 0.9624241456403705, 0.9279251125726218, 0.23793791726891045, 0.9720586705502965, 0.9842659227830001, nan, 0.7633767673967286, nan, 0.8356220120028481, 0.8813824584284317, 0.9174398376340969, 0.7674969623329283, 0.6063663272738543, 0.9142218432393815, 0.9756115687492753, 0.6065074531174868, nan, 0.8069166127989658, 0.4572697003329634, nan, 0.9276982186517639, nan, 0.0, nan, nan, 0.9153336080620388, nan, nan, nan, nan, nan, 0.6815701680541265, nan, nan, 0.5752359380898452, 0.7084127065849766, 0.0, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.88962973999851, nan, nan, 0.9856549488400365, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35960591133004927, nan, 0.6943997137233853, 0.875225375041574, nan, nan, 0.8320258874289076, 0.0, 0.8375710830773253, nan, nan, 0.814228367528992, 0.8080023028209556, nan, nan, 0.8794540529276933, nan, nan, nan, nan, nan, nan, 0.8085991678224688, 0.0, nan, 0.9728185515552064, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20908820908820908, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9250786988457502, 0.695829926410466, nan, nan, nan, 0.9843622809648258, nan, nan, nan, 0.33972003499562553, 0.8136565024758926, 0.0, nan, 0.8963822257176564, 0.8384191357417069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9586003120746324, 0.9888520327887458, 0.9958853856831251, 0.9644522036976204, 0.25132679025808796, 0.9931131233261064, 0.9907877163258468, nan, 0.8114476310396099, nan, 0.999548069736316, 0.9809841776745536, 0.9409009812667262, 0.8460920233072132, 0.6163770695820665, 0.9705191564319616, 0.9986185449687955, 0.8722913785154449, nan, 0.860006889424733, 0.9515011547344111, nan, 0.9710441649605148, nan, nan, nan, nan, 0.9590218628566942, nan, nan, nan, nan, nan, 0.898479243732018, nan, nan, 0.6385350318471338, 0.7098380107304993, nan, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.969238261434195, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.543424317617866, nan, 0.7324368954942203, 0.9718167505685241, nan, nan, 0.9355016538037486, nan, 0.8483283680900364, nan, nan, 0.8470506351139725, 0.8129163046626122, nan, nan, 0.8922361397389145, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9768819325196083, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2206896551724138, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9289778714436249, 0.7537643932683791, nan, nan, nan, 0.9847419852563004, nan, nan, nan, 0.3416630004399472, 0.8192075570716347, nan, nan, 0.9173038229376258, 0.8585756766292022, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0467        | 47.0  | 940  | 0.1790          | 0.6529   | 0.7599        | 0.9478           | [0.884878492252123, 0.9802005512346531, 0.9625649315383583, 0.9235081829032041, 0.23904984209803654, 0.9708320349018386, 0.9842435941284782, nan, 0.73862380074973, nan, 0.8382112873134329, 0.8733238782877772, 0.917863827511607, 0.7676141885325559, 0.6291023690502064, 0.9129549974561769, 0.9755831477941898, 0.625250166777852, nan, 0.8075346224618265, 0.48849878934624696, nan, 0.9269380729916752, nan, 0.0, nan, nan, 0.9178051145163119, nan, nan, nan, nan, nan, 0.692783603280613, nan, nan, 0.5831975797067722, 0.7094184251158003, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.886313834726091, nan, nan, 0.9833658703483809, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3541666666666667, nan, 0.7054628632938643, 0.8839047834642242, nan, nan, 0.8208704253214639, 0.0, 0.8235178512938094, nan, nan, 0.8120445598458832, 0.8034113905753107, nan, nan, 0.8795773174304248, nan, nan, nan, nan, nan, nan, 0.8221399612198131, 0.0, nan, 0.9717580715986041, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.257243195785777, nan, nan, 0.0, nan, nan, 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, 0.9604490722886404, nan, nan, nan, 0.3089110644257703, 0.8227650727650727, 0.0, nan, 0.8959258163164644, 0.7780517879161529, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9608113940440225, 0.9888675089116674, 0.9957829334390905, 0.9624553853195094, 0.25314431115957836, 0.9933044254559368, 0.9914248363545408, nan, 0.7786157287717841, nan, 0.9996002155359719, 0.9832341413848164, 0.935672514619883, 0.8464268970598084, 0.6383685943382851, 0.9658462592357, 0.9986428877887287, 0.8642231443061319, nan, 0.8616947984843265, 0.9318706697459584, nan, 0.9647923369406259, nan, nan, nan, nan, 0.9537098821158954, nan, nan, nan, nan, nan, 0.8974722564734895, nan, nan, 0.6300703989272545, 0.7111019397441188, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9949094389183576, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7421089879688606, 0.9866080973391125, nan, nan, 0.9149944873208379, nan, 0.8322409798080106, nan, nan, 0.843483556638246, 0.804807413843035, 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, 0.2755485893416928, nan, nan, 0.0, nan, nan, 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, 0.9606548945654038, nan, nan, nan, 0.31051473823141224, 0.8307530831802676, nan, nan, 0.913682092555332, 0.7950708129630563, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.029         | 48.0  | 960  | 0.1754          | 0.6435   | 0.7679        | 0.9485           | [0.8879804021379486, 0.9804234672726435, 0.962629872775407, 0.9239842493404677, 0.2593921342990591, 0.9715420113915104, 0.9842255923016018, nan, 0.7667185655809748, nan, 0.8451777022953519, 0.8809911966090642, 0.923166388020644, 0.7666707154135795, 0.6509498174617907, 0.9163994609414936, 0.9756136715649405, 0.60896518836433, nan, 0.8156695432948705, 0.48492016558249557, nan, 0.9279840431115932, nan, 0.0, nan, nan, 0.9155877588436955, nan, nan, nan, nan, nan, 0.6875128411802822, nan, nan, 0.5730311700045174, 0.7125836335563561, 0.0, nan, nan, 0.0, 0.0, 0.27644444444444444, nan, nan, nan, 0.8769633507853403, nan, nan, 0.9833370205748074, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35436094349972574, nan, 0.7008064516129032, 0.8871992065839611, nan, nan, 0.8119443370699652, 0.0, 0.8435027140147799, nan, nan, 0.7985220847562, 0.8241568175266647, nan, nan, 0.8801332431166398, nan, nan, nan, nan, nan, nan, 0.8127263321262287, 0.0, nan, 0.9723262155666482, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25655375552282766, nan, nan, 0.0, nan, nan, 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, 0.9594692916755831, nan, nan, nan, 0.34167249825052487, 0.8426645930533956, 0.0, nan, 0.9034079844206426, 0.7319409470201945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9575169040425838, 0.988212353041316, 0.9956226452508428, 0.9605028586614304, 0.27858960378044345, 0.993431960209157, 0.9914531528002605, nan, 0.8179577511955314, nan, 0.9990787575394136, 0.980548700827406, 0.9440975319655069, 0.8454892505525416, 0.6628963909324344, 0.964916572882517, 0.9985850735913875, 0.8831258644536653, nan, 0.86930761281433, 0.9468822170900693, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9539453886512017, nan, nan, nan, nan, nan, 0.8939786272092067, nan, nan, 0.6378645658732819, 0.7142746595130004, nan, nan, nan, 0.0, nan, 0.27644444444444444, nan, nan, nan, 0.9720587638488698, nan, nan, 0.9955610307368078, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5343258891645989, nan, 0.738004246284501, 0.991078543800657, nan, nan, 0.9263506063947078, nan, 0.8538894405825885, nan, nan, 0.8273302012644278, 0.8279756733275413, nan, nan, 0.8937159769568205, nan, nan, nan, nan, nan, nan, 0.9833089922804089, 0.0, nan, 0.9763424142572051, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2730407523510972, nan, nan, 0.0, nan, nan, 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, 0.9608263329333104, nan, nan, nan, 0.3436867575890893, 0.8530569404355812, nan, nan, 0.933400402414487, 0.747139761100751, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0698        | 49.0  | 980  | 0.1807          | 0.6530   | 0.7598        | 0.9475           | [0.8836222961289916, 0.9804725070088198, 0.9630159382096722, 0.9263623758373554, 0.25809297590770275, 0.9646338698707776, 0.9843290662404247, nan, 0.7408599969575579, nan, 0.8519666128004032, 0.8864900662251656, 0.9246598722387478, 0.7614076030215562, 0.5906265539532571, 0.9201170960187354, 0.9756832217798407, 0.6030191103259996, nan, 0.811063011063011, 0.4717548076923077, nan, 0.9274007144358059, nan, 0.0, nan, nan, 0.9204964734820913, nan, nan, nan, nan, nan, 0.6857539475967378, nan, nan, 0.5694271481942715, 0.712462365868094, 0.0, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.8774394717534849, nan, nan, 0.9864953587265033, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36174365647365, nan, 0.7095619490804957, 0.8934203757251069, nan, nan, 0.8244492525570417, 0.0, 0.8720521172638437, nan, nan, 0.8035244755244755, 0.8277553375649164, nan, nan, 0.8793778380917584, nan, nan, nan, nan, nan, nan, 0.8146664344190907, 0.0, nan, 0.9714589509329727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22813688212927757, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9111344537815126, 0.6941467436108821, nan, nan, nan, 0.9763819955502311, nan, nan, nan, 0.3569556099265991, 0.8322965266977709, 0.0, nan, 0.9053805138148328, 0.7096056922620813, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9602746699423437, 0.988671478021326, 0.9957482318725627, 0.9641716894707508, 0.27648127953471463, 0.9948773540789865, 0.9939544388388369, nan, 0.7828486464040293, nan, 0.9988701743407902, 0.971548845986355, 0.9397363465160076, 0.8303529569352354, 0.598749192646387, 0.9612222929001321, 0.9984603166392303, 0.8656062701705856, nan, 0.8712710988632449, 0.9064665127020786, nan, 0.9681558935361216, nan, nan, nan, nan, 0.9596498802841779, nan, nan, nan, nan, nan, 0.8933826551582409, nan, nan, 0.6131411330874958, 0.7141714816343376, nan, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.9706992411022279, nan, nan, 0.9943494771993769, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7481953290870488, 0.9788917180120119, nan, nan, 0.9242557883131202, nan, 0.8861966236345581, nan, nan, 0.833072327591207, 0.8308717057631045, nan, nan, 0.8904391945457428, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9752517751891214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2445141065830721, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9140147523709168, 0.745792736935341, nan, nan, nan, 0.9780558889079376, nan, nan, nan, 0.3594368675758909, 0.8425610076095513, nan, nan, 0.9395372233400402, 0.7238042437377148, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0359        | 50.0  | 1000 | 0.1795          | 0.6513   | 0.7613        | 0.9477           | [0.8876257683423482, 0.9803569602127442, 0.9621584849980118, 0.9281566998872893, 0.26263172115644423, 0.9711005460169826, 0.9844666832130597, nan, 0.7408947027191946, nan, 0.8340176123257265, 0.8858099678245452, 0.9277117275796272, 0.7666829327802854, 0.6726437279534625, 0.9066307671245379, 0.9756302770840766, 0.5871698113207547, nan, 0.8127587744442322, 0.4629418472063854, nan, 0.9262269240200371, nan, 0.0, nan, nan, 0.9217819543204603, nan, nan, nan, nan, nan, 0.6871943260626838, nan, nan, 0.574563436872199, 0.7096815712925065, 0.0, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.8750685733094393, nan, nan, 0.9818491322434755, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35294117647058826, nan, 0.6943423294180938, 0.8944393252055571, nan, nan, 0.8251371473354232, 0.0, 0.8603650586701435, nan, nan, 0.8021756760535809, 0.8233766233766234, nan, nan, 0.8777916927572532, nan, nan, nan, nan, nan, nan, 0.8151055293912437, 0.0, nan, 0.9701810867517094, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26550218340611353, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9176470588235294, 0.6945337620578779, nan, nan, nan, 0.966422544862735, nan, nan, nan, 0.3118543162318333, 0.8311284046692607, 0.0, nan, 0.9081091694482624, 0.5992250757538126, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9585195267974724, 0.988919095988073, 0.9956375173507833, 0.9635110046469396, 0.2826608505997819, 0.9942396803128852, 0.9921327474975341, nan, 0.7806920016610183, nan, 0.9992525768715996, 0.9790971113369139, 0.9397115670532263, 0.8418056392739937, 0.6849036689298823, 0.9721094094045114, 0.9985516022139794, 0.896726602120793, nan, 0.8790561488115742, 0.9376443418013857, nan, 0.9666934776250365, nan, nan, nan, nan, 0.9599769726943256, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6231981226952732, 0.7111277342137846, nan, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.9710239032506798, nan, nan, 0.9924252451105161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7307383816937957, 0.9810686310715466, nan, nan, 0.9286659316427784, nan, 0.8737504137702747, nan, nan, 0.8318833014326316, 0.8262380538662033, nan, nan, 0.8890650599862586, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9737550471063257, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2858934169278997, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9205479452054794, 0.7652790079716564, nan, nan, nan, 0.9671266929538831, nan, nan, nan, 0.31341838979322484, 0.8407242193649961, nan, nan, 0.9305835010060363, 0.6079834685751726, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0349        | 51.0  | 1020 | 0.1808          | 0.6503   | 0.7594        | 0.9480           | [0.8873621900908955, 0.9809340572182963, 0.9624442907944679, 0.9304234952812958, 0.25297090561398716, 0.9635274007867043, 0.9845686820136605, nan, 0.7468168957154406, nan, 0.8459194937081463, 0.8856936035798895, 0.9255073520476365, 0.7789326525650376, 0.633514669642442, 0.9062242751303393, 0.9757200716057166, 0.5944838455476753, nan, 0.8157416423239208, 0.46271186440677964, nan, 0.9289986359343849, nan, 0.0, nan, nan, 0.9204880363654528, nan, nan, nan, nan, nan, 0.689985226165404, nan, nan, 0.5756220076917039, 0.7117413908477892, 0.0, nan, nan, 0.0, nan, 0.21333333333333335, nan, nan, nan, 0.877800370024363, nan, nan, 0.9876028879406233, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33409350057012543, nan, 0.6967762240906434, 0.8899765907639924, nan, nan, 0.817588624853915, 0.0, 0.8579997392098057, nan, nan, 0.8007681094415788, 0.8225806451612904, nan, nan, 0.8754835337166754, nan, nan, nan, nan, nan, nan, 0.8193004042889788, 0.0, nan, 0.9712662609730867, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24463393119670684, nan, nan, 0.0, nan, nan, 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, 0.6769616026711185, nan, nan, nan, 0.9806523414091259, nan, nan, nan, 0.2670225800805181, 0.8316883116883117, 0.0, nan, 0.9084410497453975, 0.6582347408544131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9590352245941369, 0.9889294134033542, 0.9959746182827682, 0.968309274317077, 0.2692838967648128, 0.9944734940271224, 0.9918684606708166, nan, 0.7919842471166597, nan, 0.9990439936729764, 0.9768471476266511, 0.9436019427098821, 0.858281427901681, 0.6439137352510279, 0.9695894700787787, 0.9984238024093306, 0.8695251267865376, nan, 0.8657595590768171, 0.9457274826789839, nan, 0.9710807253582919, nan, nan, nan, nan, 0.9643861783831168, nan, nan, nan, nan, nan, 0.9021989313604604, nan, nan, 0.6146496815286624, 0.7133202641353694, nan, nan, nan, 0.0, nan, 0.21333333333333335, nan, nan, nan, 0.9723631346130434, nan, nan, 0.9943698394437035, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48469809760132343, nan, 0.7311630101439018, 0.9754125444615056, nan, nan, 0.9255788313120177, nan, 0.8712346904998345, nan, nan, 0.8284032248709472, 0.8271068635968722, nan, nan, 0.8851540616246498, nan, nan, nan, nan, nan, nan, 0.9724598372626747, 0.0, nan, 0.9749907179653781, 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, 0.7183348095659876, nan, nan, nan, 0.9819132521858391, nan, nan, nan, 0.2684557853057633, 0.8401994227236945, nan, nan, 0.9332997987927565, 0.6701779144196361, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0192        | 52.0  | 1040 | 0.1796          | 0.6527   | 0.7603        | 0.9494           | [0.8899957354323912, 0.9816889371088172, 0.9629790091285511, 0.9319319638292298, 0.2512995896032832, 0.9706560338919693, 0.983767236779285, nan, 0.7368060228268183, nan, 0.8323270057773338, 0.8861025405369921, 0.9281940911758951, 0.778124045218454, 0.7104021847070506, 0.8909902396140928, 0.9755418306326014, 0.5944805194805195, nan, 0.8054195860127331, 0.45535219079312256, nan, 0.927587536363955, nan, 0.0, nan, nan, 0.9193591018363519, nan, nan, nan, nan, nan, 0.6834757435681935, nan, nan, 0.5580839247145942, 0.7126720699858484, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8800198496572258, nan, nan, 0.9886673810631028, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3535220539828835, nan, 0.7110471392587262, 0.8890428233956769, nan, nan, 0.8267755262640173, 0.0, 0.8470373270686505, nan, nan, 0.801130481014075, 0.8120127057464626, nan, nan, 0.8737818296133292, nan, nan, nan, nan, nan, nan, 0.8244905130007028, 0.0, nan, 0.9722329726950826, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2646546720835752, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9138836378911993, 0.6335616438356164, nan, nan, nan, 0.9823164204667095, nan, nan, nan, 0.27416104442302636, 0.8163584266736129, 0.0, nan, 0.9099684791174153, 0.7564222671465904, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9584520212919004, 0.9895587757355028, 0.9953615572741094, 0.9715130420660611, 0.2671028716830244, 0.9934957275857671, 0.9918967771165363, nan, 0.777410150965132, nan, 0.9991656672055066, 0.9796777471331107, 0.9404301714738824, 0.8528564731096376, 0.7212463964460688, 0.9670450653226991, 0.9987341733634778, 0.8441678192715537, nan, 0.8672063382707544, 0.9480369515011547, nan, 0.9675709271716876, nan, nan, nan, nan, 0.9556855202731875, nan, nan, nan, nan, nan, 0.9024660912453761, nan, nan, 0.6063526651022461, 0.7144552208006604, 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, 0.7458362821420146, 0.9728857703745457, nan, nan, 0.9266813671444322, nan, 0.8593181065872227, nan, nan, 0.8302882663418595, 0.8143643208803939, nan, nan, 0.8814016172506739, nan, nan, nan, nan, nan, nan, 0.9791362403505112, 0.0, nan, 0.9764236320601476, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2858934169278997, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9169652265542676, 0.6554472984942427, nan, nan, nan, 0.9832847591290931, nan, nan, nan, 0.275318961724593, 0.8223563369194438, nan, nan, 0.9293762575452716, 0.7731969154780505, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0238        | 53.0  | 1060 | 0.1803          | 0.6514   | 0.7608        | 0.9485           | [0.889166189220408, 0.9816291392085925, 0.9622702663002956, 0.9342904570805001, 0.25149700598802394, 0.9685744491200431, 0.983694327238631, nan, 0.7382397283703488, nan, 0.8508629111038749, 0.8904418096310526, 0.9242126700123645, 0.7675989004422135, 0.6712373237694781, 0.9094230371544771, 0.9756791551330957, 0.6004154018213772, nan, 0.8117918187055886, 0.43064935064935067, nan, 0.9285564194158437, nan, 0.0, nan, nan, 0.9179924099625525, nan, nan, nan, nan, nan, 0.6824982003693155, nan, nan, 0.5687315186898173, 0.7108108108108108, 0.0, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.877475134174711, nan, nan, 0.980801630297711, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35251798561151076, nan, 0.6893569347972216, 0.8901827909050379, nan, nan, 0.8365317689171721, 0.0, 0.8720067673086934, nan, nan, 0.7986942023706112, 0.825735718407386, nan, nan, 0.8775149467117235, nan, nan, nan, nan, nan, nan, 0.8084815321477428, 0.0, nan, 0.9721392459916222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17955401100492324, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9241884816753927, 0.6713810316139767, nan, nan, nan, 0.9729787598492634, nan, nan, nan, 0.2682136602451839, 0.830693326408725, 0.0, nan, 0.9050744514106583, 0.6816788609847736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9600599803016722, 0.9882071943336755, 0.9959217397052019, 0.9701473806984066, 0.2687022900763359, 0.9931768907027165, 0.9902355456343119, nan, 0.7805446532624275, nan, 0.9992178130051624, 0.9756858760342575, 0.9446179006839132, 0.8602906704172527, 0.6840214874210369, 0.9683172677007389, 0.9985333450990296, 0.8662978331028124, nan, 0.873647950396142, 0.9572748267898383, nan, 0.9693623866627669, nan, nan, nan, nan, 0.9557901898444349, nan, nan, nan, nan, nan, 0.8962803123715577, nan, nan, 0.6286456587328193, 0.7123142798184069, nan, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.9720384724645915, nan, nan, 0.9898086967145518, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7257843831092239, 0.9702229392213648, nan, nan, 0.9275633958103638, nan, 0.8871896722939424, nan, nan, 0.8266051853140769, 0.8288444830582102, nan, nan, 0.8920775857512816, nan, nan, nan, nan, nan, nan, 0.9864385562278323, 0.0, nan, 0.9760813570334618, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19435736677115986, nan, nan, 0.0, nan, nan, 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, 0.9738127893022458, nan, nan, nan, 0.2695116586009679, 0.8394122277617423, nan, nan, 0.929476861167002, 0.6949750516607026, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0614        | 54.0  | 1080 | 0.1883          | 0.6508   | 0.7568        | 0.9468           | [0.8824311096007831, 0.9803388198169123, 0.9614240578503566, 0.9309543709538043, 0.25551020408163266, 0.9694794281801772, 0.9841080595842567, nan, 0.7227950618539661, nan, 0.8520417234635216, 0.8869507323568575, 0.9239567836499768, 0.7648195098394301, 0.5662869663864241, 0.9196025715955581, 0.9757039750913703, 0.6016717569522585, nan, 0.8086332778275906, 0.47769953051643194, nan, 0.9278310670742419, nan, 0.0, nan, nan, 0.9174531873012668, nan, nan, nan, nan, nan, 0.6930390816294082, nan, nan, 0.5631703050125504, 0.7063093675187273, 0.0, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.8730486223958809, nan, nan, 0.9780073845287081, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33311170212765956, nan, 0.6860223786320159, 0.892339507918552, nan, nan, 0.8399837958274256, 0.0, 0.8597636612913756, nan, nan, 0.7879923903312444, 0.807315668202765, nan, nan, 0.8743739565943238, nan, nan, nan, nan, nan, nan, 0.8250830855343712, 0.0, nan, 0.969585748883019, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2069165940133682, nan, nan, 0.0, nan, nan, 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, 0.6747088186356073, nan, nan, nan, 0.9529134532990574, nan, nan, nan, 0.30199405282490815, 0.8266286010900596, 0.0, nan, 0.9038480464521208, 0.7813948900069054, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             | [0.9626783085997588, 0.9872167224666877, 0.9961167294599775, 0.97023965511514, 0.2730643402399128, 0.9931981464949199, 0.9933550740711026, nan, 0.7615233145352498, nan, 0.9995654516695347, 0.9669037596167803, 0.938769947467539, 0.8485700890764182, 0.5740481103987145, 0.9623721681264373, 0.9983568596545145, 0.8628400184416782, nan, 0.8698587667929728, 0.9399538106235565, nan, 0.9654504241006142, nan, nan, nan, nan, 0.9513155656736141, 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, 0.7173861759849021, 0.981262998309005, nan, nan, 0.9144432194046307, nan, 0.8718305196954651, nan, nan, 0.8168319703033466, 0.8117578916883869, 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, 0.2231974921630094, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9093782929399368, 0.7183348095659876, nan, nan, nan, 0.9532401851534373, nan, nan, nan, 0.3038275406951166, 0.8357386512726318, nan, nan, 0.923943661971831, 0.7984476588881608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                   |
| 0.0101        | 55.0  | 1100 | 0.1924          | 0.6495   | 0.7569        | 0.9457           | [0.877919469073189, 0.979830599554748, 0.9609858652062201, 0.9302149007809091, 0.23717992723278644, 0.9692154709867208, 0.9843516092814372, nan, 0.7304253658045181, nan, 0.8450424762632647, 0.8869869803714229, 0.9237416394082898, 0.7623804854130914, 0.5135570386658201, 0.9182524542874424, 0.9756741001588217, 0.6006933501418216, nan, 0.8083141615541922, 0.4939540507859734, nan, 0.927085514834206, nan, 0.0, nan, nan, 0.9205642539142614, nan, nan, nan, nan, nan, 0.6894268242451126, nan, nan, 0.566001238006809, 0.7080158566721582, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8743736054720362, nan, nan, 0.984188649241639, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3410169491525424, nan, 0.6820848072359289, 0.8900621661850976, nan, nan, 0.8285742811501597, 0.0, 0.8461840298214636, nan, nan, 0.7951493060423385, 0.8292050691244239, nan, nan, 0.8769351055512119, nan, nan, nan, nan, nan, nan, 0.8027810751229438, 0.0, nan, 0.969965613893143, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2162945781385909, nan, nan, 0.0, nan, nan, 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, 0.9597002141327623, nan, nan, nan, 0.2794503763346753, 0.8348909657320872, 0.0, nan, 0.8975413850524048, 0.8086982219376447, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9585792857696182, 0.9876552126161354, 0.9962836274704211, 0.9677076451199752, 0.2511813885859687, 0.994452238234919, 0.9930341543529456, nan, 0.777008291696248, nan, 0.99937425040413, 0.9740891275947162, 0.9377044305679453, 0.8330989217065167, 0.5224562453724854, 0.9656994666536184, 0.9981986313249492, 0.8787459658828953, nan, 0.8714088873579056, 0.9434180138568129, nan, 0.9710807253582919, nan, nan, nan, nan, 0.9631170598317437, nan, nan, nan, nan, nan, 0.894327990135635, nan, nan, 0.6130573248407644, 0.7094768881551795, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9701107909581592, nan, nan, 0.9955915741032977, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7187072422741213, 0.9879103578300842, nan, nan, 0.9149944873208379, nan, 0.8566037735849057, nan, nan, 0.8224290934400557, 0.8337677381986678, nan, nan, 0.8891707626446805, nan, nan, nan, nan, nan, nan, 0.9876903818068016, 0.0, nan, 0.9736738293033833, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23385579937304074, nan, nan, 0.0, nan, nan, 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, 0.9604405966055203, nan, nan, nan, 0.2809502859656841, 0.843872999212805, nan, nan, 0.921830985915493, 0.8275288543924197, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0207        | 56.0  | 1120 | 0.1868          | 0.6532   | 0.7624        | 0.9479           | [0.885396242539976, 0.9800449690837549, 0.9623255278899739, 0.9324030073054826, 0.2559544004885662, 0.9704856062808956, 0.9846195598770313, nan, 0.7213197905174928, nan, 0.8404960007018878, 0.8879756065226038, 0.9226323457989315, 0.7647166250684848, 0.6371033991041121, 0.91397552036512, 0.9754787017471908, 0.5934065934065934, nan, 0.8102748986029743, 0.46869615163699024, nan, 0.9293820047078664, nan, 0.0, nan, nan, 0.9197010493469892, nan, nan, nan, nan, nan, 0.6894518625951792, nan, nan, 0.5629945694336695, 0.7074194212748429, 0.0, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.8709589489178433, nan, nan, 0.987726339840867, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34903381642512077, nan, 0.6949701083292129, 0.8916033488110314, nan, nan, 0.8225490196078431, 0.0, 0.865306920370129, nan, nan, 0.7948639046633283, 0.8435432844406098, nan, nan, 0.8722358722358723, nan, nan, nan, nan, nan, nan, 0.8128019323671497, 0.0, nan, 0.9712175757120486, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2402464065708419, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9157031742694975, 0.6911037891268533, nan, nan, nan, 0.9752632029444492, nan, nan, nan, 0.32494539100043685, 0.8368352788586252, 0.0, nan, 0.9027928550281259, 0.7449422678377579, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9584752608921793, 0.9893627448451614, 0.9952871967744068, 0.9704278949252761, 0.27422755361686657, 0.9931768907027165, 0.9930860678367651, nan, 0.761978755039985, nan, 0.9990961394726321, 0.9722746407316011, 0.9414709089106948, 0.8413368160203604, 0.6475212274925566, 0.9700787786857171, 0.9987615590359026, 0.8713692946058091, nan, 0.8671029968997589, 0.9422632794457275, nan, 0.9671322023983621, nan, nan, nan, nan, 0.9563658724862948, nan, nan, nan, nan, nan, 0.8987669543773119, nan, nan, 0.6081964465303386, 0.7088062319438713, nan, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.9725254656872692, nan, nan, 0.9946650919864387, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47808105872622003, nan, 0.7294644963434772, 0.9853058368481409, nan, nan, 0.9250275633958104, nan, 0.87911287653095, nan, nan, 0.8240241285308276, 0.8494063133507095, nan, nan, 0.8818244278843613, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9750545319534042, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2567398119122257, nan, nan, 0.0, nan, nan, 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, 0.7431355181576617, nan, nan, nan, 0.9766843819646837, nan, nan, nan, 0.32723273207215137, 0.8464969824193125, nan, nan, 0.9203219315895372, 0.7608991482284159, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                              |
| 0.0274        | 57.0  | 1140 | 0.1834          | 0.6533   | 0.7612        | 0.9486           | [0.8882206411154816, 0.9797623249794093, 0.961476246689851, 0.9322859738526835, 0.24439124487004105, 0.9669906928645294, 0.9845912465166382, nan, 0.7363857005612581, nan, 0.8482344434771061, 0.8832183908045977, 0.9214935492524937, 0.7676461678279309, 0.6496588089330024, 0.9061362752054198, 0.9756137440617401, 0.5977437550362611, nan, 0.805871181639682, 0.4799764428739694, nan, 0.9283408197641775, nan, 0.0, nan, nan, 0.9218236116886553, nan, nan, nan, nan, nan, 0.6858992444904229, nan, nan, 0.5681104833647207, 0.709476501775879, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8760964711483876, nan, nan, 0.9861465032560773, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3474676089517079, nan, 0.6883111051237146, 0.89048470788248, nan, nan, 0.8294436238306253, 0.0, 0.8563319632021922, nan, nan, 0.7983212087297146, 0.8336690647482015, nan, nan, 0.872084509988495, nan, nan, nan, nan, nan, nan, 0.8312355965254388, 0.0, nan, 0.970127603504473, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1909681227863046, nan, nan, 0.0, nan, nan, 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, 0.9772688356164384, nan, nan, nan, 0.3118223154949283, 0.8356661482633488, 0.0, nan, 0.9007323832145685, 0.7749062931544684, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9608457001206246, 0.988000846028053, 0.9959531363606319, 0.9696454078713769, 0.25976008724100325, 0.9937933086766144, 0.992137466905154, nan, 0.7803303283190227, nan, 0.9991830491387252, 0.9759761939323559, 0.936267221726633, 0.8485700890764182, 0.6599032750988516, 0.9685863874345549, 0.9985881164438791, 0.855002305209774, nan, 0.8624181880812952, 0.941108545034642, nan, 0.9671687627961392, nan, nan, nan, nan, 0.9571378105742434, nan, nan, nan, nan, nan, 0.8992807233867653, nan, nan, 0.6067717063359035, 0.7110503508047874, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9928833956078639, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4880066170388751, nan, 0.7231894314696863, 0.9773367801123443, nan, nan, 0.9286659316427784, nan, 0.8689175769612711, nan, nan, 0.8274462038164839, 0.8389805965826818, nan, nan, 0.8813487659214629, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9738420661809069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20282131661442007, nan, nan, 0.0, nan, nan, 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, 0.9784416252357278, nan, nan, nan, 0.31377034755829303, 0.845972185778011, nan, nan, 0.9155935613682092, 0.791895569779749, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0311        | 58.0  | 1160 | 0.1862          | 0.6519   | 0.7609        | 0.9481           | [0.8875011001111368, 0.9793895121314897, 0.960964655745334, 0.9319866298503124, 0.23071620596953196, 0.970347605797583, 0.9838298788997012, nan, 0.739138680962978, nan, 0.8432422127060479, 0.8837468819745307, 0.9227444756439995, 0.7623419260700389, 0.6399454838309999, 0.9039912220545878, 0.9757118728738968, 0.5987291501191422, nan, 0.8021020251217637, 0.44199785177228784, nan, 0.9275991181719565, nan, 0.0, nan, nan, 0.9228126258558196, nan, nan, nan, nan, nan, 0.6837890990822252, nan, nan, 0.5683256504414408, 0.7084395027411011, 0.0, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.8758539846511713, nan, nan, 0.9816655777252852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34440344403444034, nan, 0.6856540084388185, 0.8864557988645579, nan, nan, 0.8340105044098702, 0.0, 0.8397934505523237, nan, nan, 0.7938888577984219, 0.8338133640552995, nan, nan, 0.8769801850786846, nan, nan, nan, nan, nan, nan, 0.8161357340720221, 0.0, nan, 0.9689833761069109, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.266433973240256, nan, nan, 0.0, nan, nan, 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, 0.6545914069081719, nan, nan, nan, 0.9563541354349595, nan, nan, nan, 0.2916411378555799, 0.8371428571428572, 0.0, nan, 0.9000888537861585, 0.7769067692155993, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9597324126025032, 0.9876552126161354, 0.9963712076145151, 0.9704795685986469, 0.24332969829153037, 0.9932831696637333, 0.9914956274688401, nan, 0.7830495760384714, nan, 0.9994437781370044, 0.9771374655247496, 0.9364406779661016, 0.8397963967584221, 0.6509239275981034, 0.9675099084992905, 0.9984451023767721, 0.8688335638543108, nan, 0.8622803995866345, 0.9503464203233256, nan, 0.9691430242761041, nan, nan, nan, nan, 0.9593358715704361, nan, nan, nan, nan, nan, 0.900308261405672, nan, nan, 0.6096211867247737, 0.7099927775484935, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9703137048009415, nan, nan, 0.9942985715885605, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46319272125723737, nan, 0.72068884170795, 0.977239596493615, nan, nan, 0.9278941565600882, nan, 0.8505792783846409, nan, nan, 0.8228061017342382, 0.838401390095569, nan, nan, 0.886528196184134, nan, nan, nan, nan, nan, nan, 0.9835176298769038, 0.0, nan, 0.9725135749756346, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2871473354231975, nan, nan, 0.0, nan, nan, 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, 0.9569689696554089, nan, nan, nan, 0.29318081830180376, 0.8457097874573603, nan, nan, 0.9172032193158953, 0.7942140013104179, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0248        | 59.0  | 1180 | 0.1950          | 0.6513   | 0.7588        | 0.9461           | [0.8795721218496123, 0.9795674121961324, 0.9616304046010322, 0.9302458264083546, 0.26020615760206156, 0.9674828721048165, 0.9839445894248487, nan, 0.7262106460993805, nan, 0.8625191320788692, 0.8888594515829912, 0.9180805938494168, 0.7662369551872314, 0.530264094863618, 0.9146824019437695, 0.9756699461545552, 0.597746747064424, nan, 0.8030896784013991, 0.45585785674625207, nan, 0.9280436990090689, nan, 0.0, nan, nan, 0.9203611862538824, nan, nan, nan, nan, nan, 0.6861032582086959, nan, nan, 0.5692103620474407, 0.7083097358801421, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8773222587699149, nan, nan, 0.975705006575711, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34951456310679613, nan, 0.690035571164843, 0.8889124181622461, nan, nan, 0.8306642941874258, 0.0, 0.8608469055374592, nan, nan, 0.7938935574229692, 0.8482142857142857, nan, nan, 0.8779054651344184, nan, nan, nan, nan, nan, nan, 0.813969571230982, 0.0, nan, 0.9696582653774801, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28077255693283365, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9178053394996847, 0.6788990825688074, nan, nan, nan, 0.9493708807669263, nan, nan, nan, 0.25466164755318216, 0.8373180873180873, 0.0, nan, 0.9037521985538401, 0.79691428008084, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9605502252027932, 0.9880266395662559, 0.995766408883601, 0.9689072125375096, 0.2789531079607416, 0.9935382391701739, 0.9929114497548268, nan, 0.7693729655874513, nan, 0.9991135214058507, 0.9740165481201916, 0.9439240757260383, 0.8359788359788359, 0.5396115250712834, 0.9670695307530459, 0.9985120451315882, 0.8683725218994929, nan, 0.8541853255253187, 0.9480369515011547, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8927661323468968, nan, nan, 0.6113811599061347, 0.7097348328518366, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9687715595957956, nan, nan, 0.9894930819274901, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41687344913151364, nan, 0.7230478886529842, 0.9790666485257246, nan, nan, 0.9264608599779492, nan, 0.874809665673618, nan, nan, 0.8219360825938171, 0.8528815522733855, nan, nan, 0.8922889910681253, nan, nan, nan, nan, nan, nan, 0.9822658042979345, 0.0, nan, 0.9733315542766975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30532915360501567, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9201264488935722, 0.7209920283436669, nan, nan, nan, 0.9507543288187896, nan, nan, nan, 0.2559612846458425, 0.8454473891367095, nan, nan, 0.9304828973843058, 0.8148278816591905, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0075        | 60.0  | 1200 | 0.1923          | 0.6393   | 0.7590        | 0.9470           | [0.8832209514243248, 0.979933486825275, 0.9614296857428614, 0.9284353337504552, 0.25273456077179157, 0.9638390373560258, 0.9840069270552995, nan, 0.7278523532468849, nan, 0.8513045280895549, 0.8888301038291119, 0.9184842794549569, 0.7640806353084911, 0.6061924971345374, 0.8997974095741048, 0.9756730640581563, 0.5978903627936711, nan, 0.8014778003007912, 0.4625773776027012, nan, 0.9287272215577288, nan, 0.0, nan, nan, 0.9194657880506546, nan, nan, nan, nan, nan, 0.6881474229408793, nan, nan, 0.5558979890592496, 0.706544125218824, 0.0, nan, nan, 0.0, 0.0, 0.2408888888888889, nan, nan, nan, 0.8763795288025414, nan, nan, 0.9750710890949831, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34826883910386963, nan, 0.6942286099258926, 0.8962499336975548, nan, nan, 0.8300109094515521, 0.0, 0.8750731612148013, nan, nan, 0.7931853756708408, 0.8419689119170984, nan, nan, 0.8724814698820336, nan, nan, nan, nan, nan, nan, 0.8225070224719101, 0.0, nan, 0.9688558513774407, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21248185776487663, nan, nan, 0.0, nan, nan, 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, 0.694421315570358, nan, nan, nan, 0.9480063386012249, nan, nan, nan, 0.3051573426573427, 0.8455158113011924, 0.0, nan, 0.9050290325755339, 0.7910852522064987, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9594524307515244, 0.988036956981537, 0.9959795756494151, 0.9694202582945474, 0.27044711014176664, 0.9943034476894954, 0.9921988192042135, nan, 0.7691720359530092, nan, 0.9993221046044741, 0.9754681376106837, 0.9453860640301318, 0.8377201794923314, 0.6165346019943604, 0.9670939961833929, 0.9985211736890631, 0.8623789764868603, nan, 0.8444367895280744, 0.9491916859122402, nan, 0.9651945013161743, nan, nan, nan, nan, 0.9566144627180071, nan, nan, nan, nan, nan, 0.8955815865187012, nan, nan, 0.6046765001676165, 0.7079292199752373, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9684063146787873, nan, nan, 0.9879964569694871, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42431761786600497, nan, 0.7292757725878745, 0.9852669634006492, nan, nan, 0.9227122381477398, nan, 0.8908308507116849, nan, nan, 0.8229511049243083, 0.8470894874022589, nan, nan, 0.8834099677606891, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9723743444563048, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22946708463949844, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9009483667017913, 0.7387068201948627, nan, nan, nan, 0.9486970684039088, nan, nan, nan, 0.3071711394632644, 0.8559433219627395, nan, nan, 0.9251509054325956, 0.8086285973489239, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0128        | 61.0  | 1220 | 0.1923          | 0.6385   | 0.7598        | 0.9471           | [0.8846226920043964, 0.9797071483041522, 0.9609692804039838, 0.9285549926898256, 0.2492678607913914, 0.9673501479381763, 0.9839314032305598, nan, 0.7342592709823633, nan, 0.8405479291843925, 0.8895391367959035, 0.9182353648275033, 0.7666626198858808, 0.6292790075332189, 0.893354950573082, 0.9757628025932314, 0.5921197793538219, nan, 0.8013119676250775, 0.4601123595505618, nan, 0.9265800561797752, nan, 0.0, nan, nan, 0.917622128883339, nan, nan, nan, nan, nan, 0.6859718078641222, nan, nan, 0.5486872966633881, 0.7067682722755709, 0.0, nan, nan, 0.0, 0.0, 0.25066666666666665, nan, nan, nan, 0.8742973284749053, nan, nan, 0.9771569779706476, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3432650527622595, nan, 0.6821813913593066, 0.8958116568203862, nan, nan, 0.8334662148694439, 0.0, 0.8770539715528999, nan, nan, 0.7908692129306251, 0.8311239193083574, nan, nan, 0.8710250117487337, nan, nan, nan, nan, nan, nan, 0.81991599579979, 0.0, nan, 0.9686690714021458, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2116788321167883, nan, nan, 0.0, nan, nan, 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, 0.689795918367347, nan, nan, nan, 0.9521178637200737, nan, nan, nan, 0.31181102362204727, 0.8335497273435472, 0.0, nan, 0.9034298705149748, 0.7739310548897766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9583955822626518, 0.9875004513869186, 0.9962092669707184, 0.9681468713436262, 0.26608505997818976, 0.993772052884411, 0.9926613211509692, nan, 0.7768475479886944, nan, 0.9993916323373485, 0.970823051241109, 0.9464268014669442, 0.8458910990556561, 0.6408576064525277, 0.9706170181533493, 0.9983903310319225, 0.8660673121254034, nan, 0.8457802273510162, 0.9457274826789839, nan, 0.9647923369406259, nan, nan, nan, nan, 0.9518389135298505, nan, nan, nan, nan, nan, 0.8930743937525688, nan, nan, 0.6077774052966812, 0.7081355757325629, nan, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.9688730165171868, nan, nan, 0.9903686584335325, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7129511677282377, 0.9873272561177088, nan, nan, 0.9220507166482911, nan, 0.8940086064217146, nan, nan, 0.8208920596253118, 0.8352157544164495, nan, nan, 0.8816130225675176, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9721306910474776, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22727272727272727, nan, nan, 0.0, nan, nan, 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, 0.7484499557130204, nan, nan, nan, 0.9528115892336705, nan, nan, nan, 0.3135943686757589, 0.8422986092889005, nan, nan, 0.9195171026156942, 0.7909379567562119, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.02          | 62.0  | 1240 | 0.1988          | 0.6257   | 0.7582        | 0.9453           | [0.8783292512600449, 0.9796283973998055, 0.9610360830741319, 0.928610953461975, 0.26121675576910064, 0.9680386105184664, 0.9841593798565731, nan, 0.724144046005548, nan, 0.8510131284874858, 0.8934453557378143, 0.9181923021479026, 0.771131653676515, 0.5274332986698537, 0.9096303792809991, 0.9757619376174728, 0.5988186462324393, nan, 0.802713580888081, 0.46318156267566046, nan, 0.9277713402858246, nan, 0.0, nan, nan, 0.9163281986796605, nan, nan, nan, nan, nan, 0.6816032140202142, nan, nan, 0.5544554455445545, 0.706353292488287, 0.0, 0.0, nan, 0.0, 0.0, 0.2737777777777778, nan, nan, nan, 0.8727946816670928, nan, nan, 0.9745178786661309, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34210526315789475, nan, 0.6792179580014482, 0.8904489939372638, nan, nan, 0.8302484410571117, 0.0, 0.8627069133398247, nan, nan, 0.7862325946263974, 0.824985607369027, nan, nan, 0.8703925759866534, nan, nan, nan, nan, nan, nan, 0.8264144333508495, 0.0, nan, 0.9689696633370329, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20057803468208094, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9108681942400673, 0.7072975140336808, nan, nan, nan, 0.9451773171149563, nan, nan, nan, 0.3037697892066824, 0.8412039439543332, 0.0, nan, 0.9037746919616664, 0.7902422179468206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9603952945342673, 0.9873250553271394, 0.9961117720933307, 0.9662755461722726, 0.2806252271901127, 0.9933681928325468, 0.9922271356499333, nan, 0.7657964180943834, nan, 0.9994090142705672, 0.972492379155175, 0.9469967291109129, 0.8547987408746902, 0.5353266434568913, 0.9675588393599843, 0.9983538168020228, 0.8646841862609498, nan, 0.851877368239752, 0.9515011547344111, nan, 0.9659988300672712, nan, nan, nan, nan, 0.9534220407949654, nan, nan, nan, nan, nan, 0.8855939169749281, nan, nan, 0.6148172980221254, 0.7077744531572431, nan, nan, nan, 0.0, nan, 0.2737777777777778, nan, nan, nan, 0.9697049632725945, nan, nan, 0.9878030156483848, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41935483870967744, nan, 0.7080915310214674, 0.9848782289257323, nan, nan, 0.9248070562293275, nan, 0.8798411122144985, nan, nan, 0.8138449045879009, 0.8300028960324356, nan, nan, 0.8823529411764706, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9724323571726923, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2175548589341693, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9131717597471022, 0.7812223206377326, nan, nan, nan, 0.9458254757414709, nan, nan, nan, 0.30558732952045753, 0.8506953555497245, nan, nan, 0.9297786720321931, 0.8073685802126909, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0234        | 63.0  | 1260 | 0.1964          | 0.6494   | 0.7565        | 0.9457           | [0.8785675466310842, 0.9790631327075281, 0.9614285030551523, 0.928839387902166, 0.2563093622795115, 0.9672382055471674, 0.9840300016854879, nan, 0.731473640304865, nan, 0.843215741473857, 0.8869427800092184, 0.9237376555941087, 0.7629485700406825, 0.5309206230762056, 0.9035101779131272, 0.9756446352492768, 0.5988296488946684, nan, 0.8031735751295337, 0.4771513353115727, nan, 0.9272587251023908, nan, 0.0, nan, nan, 0.9215519292664905, nan, nan, nan, nan, nan, 0.6850257362779203, nan, nan, 0.5552844888644054, 0.70797621805266, 0.0, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.8709630465238988, nan, nan, 0.9754085180793118, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34243964421855144, nan, 0.6866087895281364, 0.8917198584712764, nan, nan, 0.8224846199642786, 0.0, 0.8762022355081882, nan, nan, 0.7820936484821328, 0.8289170506912442, nan, nan, 0.8730996290684917, nan, nan, nan, nan, nan, nan, 0.8180239624934884, 0.0, nan, 0.969756340014333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21980255516840883, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9104477611940298, 0.6808688387635756, nan, nan, nan, 0.9497771683236201, nan, nan, nan, 0.28184922511163646, 0.8349792099792099, 0.0, nan, 0.908284898039602, 0.8099364813629425, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9588980002877284, 0.9878564022141173, 0.9958242448278142, 0.9705312422720176, 0.2746637586332243, 0.9940271223908516, 0.9919109353393962, nan, 0.7752133202952326, nan, 0.9996175974691905, 0.9776455218464218, 0.9433541480820696, 0.8415377402719175, 0.5380046944658864, 0.9653814160591084, 0.9985455165089961, 0.8492392807745505, nan, 0.8543575611436445, 0.9284064665127021, nan, 0.9684483767183387, nan, nan, nan, nan, 0.9627638000287841, nan, nan, nan, nan, nan, 0.8943485408960131, nan, nan, 0.5913509889373114, 0.709528477094511, nan, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.9713282740148533, nan, nan, 0.988169536046263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7201698513800424, 0.9748100060253844, nan, nan, 0.9138919514884234, nan, 0.8926183382985766, nan, nan, 0.809900817817992, 0.8334781349551115, nan, nan, 0.8832514137730564, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9734243746229173, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2373040752351097, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9127502634351949, 0.7218777679362267, nan, nan, nan, 0.9499399965712326, nan, nan, nan, 0.28323801143862737, 0.8430858042508528, nan, nan, 0.9275653923541247, 0.8290408749558994, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0194        | 64.0  | 1280 | 0.1946          | 0.6509   | 0.7569        | 0.9460           | [0.8797088850251884, 0.9799556958463577, 0.96148169658599, 0.9272891662382329, 0.2556436851738865, 0.9673712759570195, 0.9846212202808828, nan, 0.7206164479284453, nan, 0.8416870326196713, 0.8889623702136102, 0.9226897669804244, 0.7706455320951056, 0.5602104018176725, 0.9078017428695593, 0.9756451421096445, 0.5981353480147886, nan, 0.8068499382595697, 0.4808277541083384, nan, 0.9289504199023156, nan, 0.0, nan, nan, 0.923159058362435, nan, nan, nan, nan, nan, 0.6788469914753282, nan, nan, 0.5549086849031023, 0.7068091131419745, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8670331061167664, nan, nan, 0.9742735591587735, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3505786249149081, nan, 0.6911579326490186, 0.8869905200578437, nan, nan, 0.8269725133478347, 0.0, 0.8802469135802469, nan, nan, 0.7762057877813505, 0.8182080092192452, nan, nan, 0.8725049639460759, nan, nan, nan, nan, nan, nan, 0.819327731092437, 0.0, nan, 0.9695006357646515, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.27035641842944075, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9038097242685751, 0.6753794266441822, nan, nan, nan, 0.9393965369449683, nan, nan, nan, 0.26681260945709284, 0.839968774395004, 0.0, nan, 0.9099320799291268, 0.8301357733175915, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.960836846939566, 0.9881452898419888, 0.9957697137946989, 0.9652937463782292, 0.274154852780807, 0.9931768907027165, 0.9922884879489926, nan, 0.7597685290611228, nan, 0.9997218890685022, 0.975613296559733, 0.9448904747745069, 0.8531243721117139, 0.5670851777753273, 0.971032930469247, 0.9985668164764376, 0.8577685569386814, nan, 0.8553220806062694, 0.9122401847575058, nan, 0.966547236033928, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8968146321413892, nan, nan, 0.5831377807576266, 0.70821295914156, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9730327502942251, nan, nan, 0.9885869620549577, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7243217740033027, 0.965674745864837, nan, nan, 0.9221609702315325, nan, 0.8968553459119497, nan, nan, 0.805086711907662, 0.822473211699971, nan, nan, 0.8825114951641034, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9731227084977027, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29247648902821316, nan, nan, 0.0, nan, nan, 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, 0.7094774136403897, nan, nan, nan, 0.9393965369449683, nan, nan, nan, 0.2681038275406951, 0.847021779060614, nan, nan, 0.929979879275654, 0.8505115669573107, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                         |
| 0.008         | 65.0  | 1300 | 0.2010          | 0.6497   | 0.7567        | 0.9449           | [0.8758932153529457, 0.9805794919844963, 0.9617009868379058, 0.9252969150622555, 0.2523987750935692, 0.9668182757907794, 0.984051953881112, nan, 0.7177942951527857, nan, 0.8377272197622931, 0.885824931561728, 0.9227212201912601, 0.766593992248062, 0.5254969615019972, 0.9206890947505282, 0.9756318709086693, 0.5989566866898514, nan, 0.8105115764108242, 0.4756598240469208, nan, 0.9278133865713986, nan, 0.0, nan, nan, 0.9225033522563505, nan, nan, nan, nan, nan, 0.6780005586765573, nan, nan, 0.560610806577917, 0.7053295571575695, 0.0, nan, nan, 0.0, nan, 0.272, nan, nan, nan, 0.8670216619575455, nan, nan, 0.9726856297007521, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3345272206303725, nan, 0.6887566495356595, 0.8900426742532006, nan, nan, 0.8286880350388214, 0.0, 0.8723279457768509, nan, nan, 0.7767779796003912, 0.8146439896223696, nan, nan, 0.8719168060200669, nan, nan, nan, nan, nan, nan, 0.8126297577854671, 0.0, nan, 0.9704845458538502, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2646889400921659, nan, nan, 0.0, nan, nan, 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, 0.9280387450711469, nan, nan, nan, 0.2790575457650872, 0.8354134165366615, 0.0, nan, 0.8956033123028391, 0.8408912059807201, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9591691289576486, 0.9879750524898503, 0.9958490316610483, 0.9630422506099339, 0.26964740094511086, 0.9940271223908516, 0.9932984411796631, nan, 0.7567545845444925, nan, 0.9997218890685022, 0.9629118885179271, 0.9444196649816632, 0.8477663920701896, 0.5326328392066668, 0.9701766404071047, 0.9986185449687955, 0.8734439834024896, nan, 0.8573889080261798, 0.9364896073903002, nan, 0.9684849371161158, nan, nan, nan, nan, 0.9631301435281495, nan, nan, nan, nan, nan, 0.8978421701602959, nan, nan, 0.5999832383506537, 0.7066394964919521, nan, nan, nan, 0.0, nan, 0.272, nan, nan, nan, 0.9713485653991315, nan, nan, 0.9901446737459403, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38626964433416044, nan, 0.7208303845246521, 0.9729246438220374, nan, nan, 0.9178610804851157, nan, 0.8861304203905992, nan, nan, 0.8061307348761673, 0.8184187662901824, nan, nan, 0.8818244278843613, nan, nan, nan, nan, nan, nan, 0.9799707907364907, 0.0, nan, 0.974155334849399, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28808777429467086, nan, nan, 0.0, nan, nan, 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, 0.9280387450711469, nan, nan, nan, 0.28033435987681476, 0.8430858042508528, nan, nan, 0.9139839034205232, 0.8617005191270601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                          |
| 0.0182        | 66.0  | 1320 | 0.2009          | 0.6493   | 0.7551        | 0.9454           | [0.8771949663182721, 0.9802383875588295, 0.9619323180886958, 0.9254530769557763, 0.2522639068564036, 0.9687461139896373, 0.983537671248884, nan, 0.7172822096022157, nan, 0.8498884175989831, 0.8845746791903691, 0.922679787672395, 0.7619454967615789, 0.5377705947256367, 0.9279703962099607, 0.9754026998196357, 0.6001597444089457, nan, 0.8125875036629441, 0.46352670878805285, nan, 0.9280269767115108, nan, 0.0, nan, nan, 0.9236289146936109, nan, nan, nan, nan, nan, 0.6748781513259315, nan, nan, 0.5609024928999684, 0.7058444902162719, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.8715651570995876, nan, nan, 0.9711799457129171, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33071988595866003, nan, 0.6946832935668302, 0.8856848609680742, nan, nan, 0.8322918766377746, 0.0, 0.8696588166220889, nan, nan, 0.7809294916580499, 0.8271391529818496, nan, nan, 0.872259344330758, nan, nan, nan, nan, nan, nan, 0.8177708224656581, 0.0, nan, 0.9707223477602538, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2541101817132968, nan, nan, 0.0, nan, nan, 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, 0.920519302455118, nan, nan, nan, 0.2685939553219448, 0.822303282959875, 0.0, nan, 0.9060146699266504, 0.8360720259765817, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9614731693281542, 0.988496081961547, 0.995460704607046, 0.964260272910815, 0.2693565976008724, 0.9935382391701739, 0.9930624707986654, nan, 0.7562723534218316, nan, 0.9995654516695347, 0.9706053128175351, 0.9432798096937258, 0.8351751389726073, 0.5451409127427969, 0.9632284581885795, 0.9988558874631435, 0.8660673121254034, nan, 0.8596968653117465, 0.9318706697459584, nan, 0.9659257092717168, nan, nan, nan, nan, 0.9615862673522524, nan, nan, nan, nan, nan, 0.8906699547883272, nan, nan, 0.5958766342608113, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9692585528184733, nan, nan, 0.9908268089308804, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3837882547559967, nan, 0.7280490681764568, 0.9695037804427685, nan, nan, 0.9104740904079383, nan, 0.8825554452168156, nan, nan, 0.8103938286642306, 0.8314509122502172, nan, nan, 0.8830928597854236, nan, nan, nan, nan, nan, nan, 0.98122261631546, 0.0, nan, 0.9744221933447812, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2761755485893417, nan, nan, 0.0, nan, nan, 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, 0.9207954740270873, nan, nan, nan, 0.26977562692476903, 0.8281290999737602, nan, nan, 0.9319919517102616, 0.8565092485257799, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.025         | 67.0  | 1340 | 0.2063          | 0.6477   | 0.7549        | 0.9443           | [0.8736914712734519, 0.9797302481164936, 0.9612205022689029, 0.9283955254290138, 0.2519395671702736, 0.9647527121230871, 0.9836264204080296, nan, 0.7105008899059242, nan, 0.8528905763355382, 0.8843640683783248, 0.9262973420309609, 0.762613981762918, 0.47524460319925454, 0.9262967402289125, 0.9756241843762913, 0.5983593626755008, nan, 0.8116769380473565, 0.4539877300613497, nan, 0.9277099985976721, nan, 0.0, nan, nan, 0.9202498016947231, nan, nan, nan, nan, nan, 0.6811928053013568, nan, nan, 0.5587016034415331, 0.7058005715609794, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8692869868741592, nan, nan, 0.9689323686945399, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33488992661774514, nan, 0.6819963064726814, 0.8894146419267372, nan, nan, 0.8312525171163915, 0.0, 0.8844377967093712, nan, nan, 0.779737409367039, 0.8375035950532068, nan, nan, 0.8725705329153605, nan, nan, nan, nan, nan, nan, 0.818734793187348, 0.0, nan, 0.9692429523528766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20901994796183868, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9043313708999159, 0.6969943135662063, nan, nan, nan, 0.9215871111491988, nan, nan, nan, 0.2818269314900691, 0.8307332293291732, 0.0, nan, 0.9072296238244514, 0.8356299212598425, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9615827274437546, 0.9881504485496293, 0.9958391169277546, 0.96706910615618, 0.26913849509269355, 0.9942821918972921, 0.9922979267642326, nan, 0.7486370273130349, nan, 0.9995828336027534, 0.972492379155175, 0.9430072356031322, 0.8401982452615364, 0.4820649348603475, 0.9642560062631502, 0.9986611449036785, 0.8743660673121254, nan, 0.8620048225973131, 0.9399538106235565, nan, 0.9674612459783563, nan, nan, nan, nan, 0.9562742866114534, nan, nan, nan, nan, nan, 0.887258528565557, nan, nan, 0.59864230640295, 0.7071295914156005, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9702528306481069, nan, nan, 0.9871921483185877, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4152191894127378, nan, 0.7143665958952583, 0.9754708546327431, nan, nan, 0.9102535832414553, nan, 0.9003641178417743, nan, nan, 0.8077547706049533, 0.8433246452360267, nan, nan, 0.8826700491517362, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9727572283844619, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22664576802507838, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9064278187565858, 0.7599645704162976, nan, nan, nan, 0.9218241042345277, nan, nan, nan, 0.28341399032116144, 0.8383626344791393, nan, nan, 0.9316901408450704, 0.8558036389294894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0216        | 68.0  | 1360 | 0.2074          | 0.6324   | 0.7528        | 0.9437           | [0.8727529030396326, 0.9791916909881775, 0.9616537766211221, 0.929539314609052, 0.25981955091242115, 0.9681313675142881, 0.9838699865700208, nan, 0.7152685223969638, nan, 0.8416893493722013, 0.8856879161447689, 0.9286952699567776, 0.7628205128205128, 0.44383025635451767, 0.9186022228925447, 0.9757329193654872, 0.5985319929790969, nan, 0.8100319138648012, 0.44299674267100975, nan, 0.927901113523356, nan, 0.0, nan, nan, 0.9196799275307617, nan, nan, nan, nan, nan, 0.6793222564359066, nan, nan, 0.555176424970919, 0.705010040677617, 0.0, nan, nan, 0.0, 0.0, 0.21244444444444444, nan, nan, nan, 0.869641072239891, nan, nan, 0.9702188876789514, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3403041825095057, nan, 0.6788012419565316, 0.8869554376090906, nan, nan, 0.825098814229249, 0.0, 0.8742113821138211, nan, nan, 0.7794570389028828, 0.8272884283246977, nan, nan, 0.8739364201075325, nan, nan, nan, nan, nan, nan, 0.8155794587092297, 0.0, nan, 0.9703643771491317, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14907192575406034, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9071969696969697, 0.6935615321923391, nan, nan, nan, 0.9203668781073204, nan, nan, nan, 0.27733520091044384, 0.8343302990897269, 0.0, nan, 0.9067454455933038, 0.8367437284800787, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9605767847459691, 0.9882639401177217, 0.9959002577830657, 0.9677150270733139, 0.27844420210832427, 0.993772052884411, 0.9922743297261328, nan, 0.7548390553628119, nan, 0.9997392710017208, 0.9751052402380607, 0.9423877490336009, 0.8368495077355836, 0.45029064730068213, 0.9685619220042081, 0.9983538168020228, 0.8646841862609498, nan, 0.8655873234584912, 0.9422632794457275, nan, 0.96881398069611, nan, nan, nan, nan, 0.9563920398791066, nan, nan, nan, nan, nan, 0.8931565967940813, nan, nan, 0.5999832383506537, 0.7063557573256294, nan, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.9709833204821233, nan, nan, 0.9887498600095702, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.71172446331682, 0.967929405819355, nan, nan, 0.9206174200661521, nan, 0.8898378020523006, nan, nan, 0.8076677686909112, 0.8323197219808862, nan, nan, 0.8848369536493843, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9740741170464566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16112852664576802, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9085353003161223, 0.7537643932683791, nan, nan, nan, 0.9203668781073204, nan, nan, nan, 0.27875054993400794, 0.8417738126475991, nan, nan, 0.9263581488933602, 0.8573660601784184, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0314        | 69.0  | 1380 | 0.2052          | 0.6459   | 0.7523        | 0.9446           | [0.8762166929362688, 0.9794756362706228, 0.9610684418768511, 0.9291690755801787, 0.25093760654619846, 0.9667831806242114, 0.9846780613439475, nan, 0.7034695097902008, nan, 0.8351629203694023, 0.8887632978723404, 0.9282193919875079, 0.7706405480110564, 0.5259092322039167, 0.911947944067562, 0.9757457692650864, 0.6018473505104521, nan, 0.8120606256046436, 0.46747967479674796, nan, 0.9287970241437394, nan, 0.0, nan, nan, 0.9201474974515159, nan, nan, nan, nan, nan, 0.6700924974306269, nan, nan, 0.5554497102484719, 0.7042347792508689, 0.0, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.8699436670906778, nan, nan, 0.9747255272175103, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3264382676147382, nan, 0.6764493407982662, 0.8732887103971442, nan, nan, 0.8286370903277378, 0.0, 0.8679061301436651, nan, nan, 0.7818176729084446, 0.8183914672816374, nan, nan, 0.868747708584298, nan, nan, nan, nan, nan, nan, 0.8202364394993046, 0.0, nan, 0.9692539798147956, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17468649752114318, nan, nan, 0.0, nan, nan, 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, 0.6853556485355649, nan, nan, nan, 0.9215669466826676, nan, nan, nan, 0.26389983363978636, 0.8261322228006247, 0.0, nan, 0.9012041058033952, 0.8414862204724409, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.960941978464637, 0.9877016409849004, 0.9962390111705995, 0.9669214670894065, 0.26753907669938204, 0.9935594949623773, 0.9923875955090117, nan, 0.7406534231712054, nan, 0.9997392710017208, 0.9701698359703875, 0.9427098820497571, 0.8589511754068716, 0.5330424234786307, 0.9669227381709644, 0.9982838311947152, 0.8561549100968188, nan, 0.8674474681364106, 0.9295612009237876, nan, 0.9676440479672419, nan, nan, nan, nan, 0.9566013790216011, nan, nan, nan, nan, nan, 0.8977394163584053, nan, nan, 0.5864063023801542, 0.7056335121749897, nan, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.9714094395519662, nan, nan, 0.9933822705938649, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41770057899090157, nan, 0.7068648266100496, 0.9509611459892321, nan, nan, 0.9143329658213892, nan, 0.8838795100959947, nan, nan, 0.8100458210080622, 0.8221836084564147, nan, nan, 0.8766449976216902, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9727514271128231, 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, 0.9013698630136986, 0.7254207263064659, nan, nan, nan, 0.9215669466826676, nan, nan, nan, 0.2652001759788825, 0.8328522697454737, nan, nan, 0.9186116700201207, 0.8618013204979588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0434        | 70.0  | 1400 | 0.2037          | 0.6469   | 0.7543        | 0.9448           | [0.8769420096994309, 0.9787297154926841, 0.9603484027558792, 0.9286568212536052, 0.23324618136782715, 0.9671859805929696, 0.9842219320293376, nan, 0.7147341398942659, nan, 0.8369764531245452, 0.8883572567783095, 0.927233658095866, 0.7670999878508079, 0.5329500427317225, 0.9133677700308077, 0.9757329765090693, 0.5995157384987894, nan, 0.8114988282880164, 0.4497528830313015, nan, 0.9276290463692038, nan, 0.0, nan, nan, 0.923755245193211, nan, nan, nan, nan, nan, 0.6713479681815379, nan, nan, 0.571818108910097, 0.7061473510786181, 0.0, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.8702929630706601, nan, nan, 0.9733028375098629, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3282828282828283, nan, 0.673942455127627, 0.8815831756346627, nan, nan, 0.832104424073336, 0.0, 0.8760791950665369, nan, nan, 0.7839404205280399, 0.8302104352839434, nan, nan, 0.8743928552775891, nan, nan, nan, nan, nan, nan, 0.8218080473785054, 0.0, nan, 0.9682322198711946, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16943231441048034, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9094157208911308, 0.6838174273858921, nan, nan, nan, 0.9240989156987957, nan, nan, nan, 0.26221755123489227, 0.8286011982287054, 0.0, nan, 0.9069561799960699, 0.8237466758593519, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9597169195356506, 0.9872321985896093, 0.9964257386476304, 0.966223872498902, 0.24645583424209377, 0.9936445181311907, 0.9923970343242516, nan, 0.7533655713769039, nan, 0.9996697432688464, 0.9702424154449122, 0.9409505401922886, 0.8457571495546179, 0.5403046676853762, 0.9646963840093947, 0.9984785737541801, 0.8561549100968188, nan, 0.8707888391319325, 0.9457274826789839, nan, 0.969106463878327, nan, nan, nan, nan, 0.9648964425429473, nan, nan, nan, nan, nan, 0.8949650637073572, nan, nan, 0.5975527991954408, 0.7075680973999174, nan, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.9716935189318615, nan, nan, 0.9921503548121073, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43010752688172044, nan, 0.7050719509318235, 0.9598048552935917, nan, nan, 0.9207276736493936, nan, 0.893478980470043, nan, nan, 0.8120178643930166, 0.8340573414422241, nan, nan, 0.8848369536493843, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9715911727850745, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18244514106583073, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9119072708113805, 0.7298494242692648, nan, nan, nan, 0.9241385222012687, nan, nan, nan, 0.26344038715354157, 0.8346890579900289, nan, nan, 0.928672032193159, 0.8430522655108109, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0056        | 71.0  | 1420 | 0.2062          | 0.6455   | 0.7533        | 0.9442           | [0.8748289062295267, 0.9786648806450129, 0.9608138454452291, 0.9294037959600545, 0.24759106129980182, 0.9655927302767452, 0.9838034500196662, nan, 0.7163041410362103, nan, 0.8496704985371908, 0.8858852933438569, 0.9282215018645349, 0.7662662357460821, 0.4814308356900892, 0.911271536314782, 0.9757316054133299, 0.6013491808544812, nan, 0.8101580135440181, 0.4409406734366649, nan, 0.927221833449965, nan, 0.0, nan, nan, 0.9229186272664534, nan, nan, nan, nan, nan, 0.6714076585253101, nan, nan, 0.569907002623003, 0.706675935223089, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8699438253313214, nan, nan, 0.9721132245020219, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33118140735958684, nan, 0.6751440403312927, 0.880587666869475, nan, nan, 0.8308590657165479, 0.0, 0.8750649350649351, nan, nan, 0.783469085005738, 0.8378456221198156, nan, nan, 0.8736315295589615, nan, nan, nan, nan, nan, nan, 0.8219345810739899, 0.0, nan, 0.9687866684392756, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17737268518518517, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9102564102564102, 0.6775271512113618, nan, nan, nan, 0.9208552941680593, nan, nan, nan, 0.2356034709439916, 0.8330294347486324, 0.0, nan, 0.906695506833153, 0.8279342260732572, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9605236656596173, 0.9874798165563563, 0.9961894375041311, 0.9673200925696949, 0.263395129043984, 0.9937933086766144, 0.9915711379907594, nan, 0.7565268642921249, nan, 0.9995306878030975, 0.9775729423718972, 0.943701060561007, 0.8416047150224365, 0.4880669197687424, 0.9666291530068014, 0.998420759556839, 0.8630705394190872, nan, 0.8654150878401653, 0.9526558891454965, nan, 0.9688505410938871, nan, nan, nan, nan, 0.9623320380473891, nan, nan, nan, nan, nan, 0.8954171804356761, nan, nan, 0.6009051290647, 0.7080066033842344, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9912544160617384, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42431761786600497, nan, 0.7076669025713612, 0.9564617388093063, nan, nan, 0.9255788313120177, nan, 0.8921549155908639, nan, nan, 0.8117568586508903, 0.8424558355053576, nan, nan, 0.8856825749167592, nan, nan, nan, nan, nan, nan, 0.9803880659294805, 0.0, nan, 0.9723105304682786, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1921630094043887, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9127502634351949, 0.7183348095659876, nan, nan, nan, 0.9210526315789473, nan, nan, nan, 0.2365156181258249, 0.8391498294410916, nan, nan, 0.9277665995975856, 0.84758832720125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0193        | 72.0  | 1440 | 0.2084          | 0.6451   | 0.7505        | 0.9445           | [0.8753517209129829, 0.9790715995825574, 0.9601649073471032, 0.9288862321198659, 0.236840299224487, 0.9658485186562539, 0.9839085188544286, nan, 0.7095166028665539, nan, 0.8465456579664061, 0.8871726881007623, 0.9233155598642754, 0.7621472392638037, 0.5050819009728654, 0.9107192382361098, 0.9757445821538169, 0.599128891756735, nan, 0.8083696146598219, 0.47103128621089224, nan, 0.9272765524737894, nan, 0.0, nan, nan, 0.9238959832247209, nan, nan, nan, nan, nan, 0.676258543740832, nan, nan, 0.5642368103101087, 0.7047209637561779, 0.0, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.8732018497870552, nan, nan, 0.972076701591618, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3246505717916137, nan, 0.6688899905358511, 0.8880492434321395, nan, nan, 0.8353818255087648, 0.0, 0.8567611599869664, nan, nan, 0.7865787193605187, 0.8280529953917051, nan, nan, 0.8720200752823086, nan, nan, nan, nan, nan, nan, 0.8301253752428042, 0.0, nan, 0.9678914993987605, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1791218377435301, nan, nan, 0.0, nan, nan, 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, 0.6633081444164568, nan, nan, nan, 0.9267320793521573, nan, nan, nan, 0.22319628298413255, 0.8253719655442443, 0.0, nan, 0.9024390243902439, 0.8388382968250061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.961212000486925, 0.9872992617889367, 0.9963860797144557, 0.9692910741111206, 0.2508905852417303, 0.9936870297155975, 0.9932465276958437, nan, 0.7473242870346805, nan, 0.999548069736316, 0.9713311075627813, 0.943998414114382, 0.8320273256982118, 0.5119803399549457, 0.9640602828203748, 0.9984785737541801, 0.8561549100968188, nan, 0.857044436789528, 0.9387990762124712, nan, 0.9668397192161451, nan, nan, nan, nan, 0.9626983815467546, nan, nan, nan, nan, nan, 0.8905877517468146, nan, nan, 0.587076768354006, 0.7061751960379694, nan, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.9693600097398645, nan, nan, 0.989920689058348, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4226633581472291, nan, 0.7002594951639538, 0.9730412641645124, nan, nan, 0.9142227122381478, nan, 0.8703740483283681, nan, nan, 0.8161649556290238, 0.8326093252244425, nan, nan, 0.8815601712383067, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9712605003016661, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19310344827586207, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9020021074815595, 0.6997342781222321, nan, nan, nan, 0.9270101148637065, nan, nan, nan, 0.22402111746590408, 0.8297034898976646, nan, nan, 0.9194164989939638, 0.8588780807418981, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0156        | 73.0  | 1460 | 0.2037          | 0.6458   | 0.7532        | 0.9450           | [0.8768304823508604, 0.9791674122091745, 0.9610234105073845, 0.9276799059296881, 0.24441254869797005, 0.9674034521296411, 0.983936456852032, nan, 0.7126956698515958, nan, 0.8407080939642445, 0.8856428477431241, 0.9222463768115942, 0.7648466257668711, 0.5328651598300933, 0.9131590504588216, 0.9756938766408492, 0.5975590171832343, nan, 0.8082298641357343, 0.4661308840413318, nan, 0.9274484400714311, nan, 0.0, nan, nan, 0.9222323994027528, nan, nan, nan, nan, nan, 0.6789715306394246, nan, nan, 0.566658735823618, 0.7041938058337409, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.873076782516537, nan, nan, 0.9729257205654628, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35969084423305586, nan, 0.6736277118758739, 0.8909454108329797, nan, nan, 0.8274560445018377, 0.0, 0.8550488599348535, nan, nan, 0.7856345885634588, 0.8262748487467588, nan, nan, 0.8718552225534808, nan, nan, nan, nan, nan, nan, 0.8245027283928886, 0.0, nan, 0.9698302518191434, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1276658767772512, nan, nan, 0.0, nan, nan, 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, 0.9246528373049888, nan, nan, nan, 0.23715588286866562, 0.8262910798122066, 0.0, nan, 0.9067663257277734, 0.8349161049057718, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9600810066066864, 0.9880575918120992, 0.9960192345825897, 0.9667516821626171, 0.25997818974918213, 0.9935594949623773, 0.9926896375966888, nan, 0.7513696703414464, nan, 0.9996697432688464, 0.9769197271011758, 0.946104668450788, 0.8349742147210502, 0.5414861607775799, 0.9665312912854137, 0.9985424736565045, 0.8577685569386814, nan, 0.8565621770582157, 0.9376443418013857, nan, 0.9683752559227844, nan, nan, nan, nan, 0.9616647695306878, nan, nan, nan, nan, nan, 0.8905466502260584, nan, nan, 0.598809922896413, 0.7055561287659926, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9695223408140904, nan, nan, 0.9914885818714939, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.7046473224817174, 0.9795914400668624, nan, nan, 0.918412348401323, nan, 0.8689175769612711, nan, nan, 0.8168029696653326, 0.8305821025195482, nan, nan, 0.8809788066169865, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9734591822527499, 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, 0.901791359325606, 0.7236492471213464, nan, nan, nan, 0.9246528373049888, nan, nan, nan, 0.2380114386273647, 0.8312778798215691, nan, nan, 0.9275653923541247, 0.8551988307040975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.033         | 74.0  | 1480 | 0.2052          | 0.6327   | 0.7524        | 0.9446           | [0.8757982158714782, 0.979359463356273, 0.9613601557016145, 0.9265040661920121, 0.25686766601098826, 0.963574930981911, 0.9833918292854135, nan, 0.7072376372403089, nan, 0.8483306038743563, 0.8777533039647577, 0.9148017557746276, 0.7656460502143294, 0.5227237426609922, 0.9101146884067984, 0.9756747998418357, 0.5950465373087238, nan, 0.8053155276250328, 0.4680974477958237, nan, 0.9273746933052927, nan, 0.0, nan, nan, 0.9207126837152774, nan, nan, nan, nan, nan, 0.6784274508578393, nan, nan, 0.5657129194229696, 0.7065001930750419, 0.0, nan, nan, 0.0, 0.0, 0.23644444444444446, nan, nan, nan, 0.8732945608837193, nan, nan, 0.9727757170994091, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35903614457831323, nan, 0.684822273280173, 0.8901225182539823, nan, nan, 0.8239952484656504, 0.0, 0.8494784876140808, nan, nan, 0.7884218165578072, 0.8308844713339095, nan, nan, 0.8700653594771242, nan, nan, nan, nan, nan, nan, 0.8251636878428596, 0.0, nan, 0.9689026328718823, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11222978975421972, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8939170700905072, 0.6846921797004991, nan, nan, nan, 0.9247182827027722, nan, nan, nan, 0.23729407641079564, 0.8261662757362522, 0.0, nan, 0.9087871043837232, 0.8353184368540211, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9604384537919282, 0.9881452898419888, 0.9958011104501289, 0.9658990665520003, 0.27531806615776083, 0.9941334013518683, 0.9917410366650778, nan, 0.744658620551083, nan, 0.9994437781370044, 0.9833793003338656, 0.9450639310139756, 0.8373853057397361, 0.5301595803336536, 0.9668493418799237, 0.9985942021488624, 0.8695251267865376, nan, 0.8475370306579401, 0.9318706697459584, nan, 0.9673150043872477, nan, nan, nan, nan, 0.9614292629953815, nan, nan, nan, nan, nan, 0.8922729140978216, nan, nan, 0.5948709353000335, 0.7079034255055716, nan, nan, nan, 0.0, nan, 0.23644444444444446, nan, nan, nan, 0.9689135992857433, nan, nan, 0.990602824243288, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49296939619520264, nan, 0.7171974522292993, 0.9786001671558242, nan, nan, 0.9177508269018743, nan, 0.8626944720291294, nan, nan, 0.8191520213444696, 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, 0.11880877742946709, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8950474183350896, 0.728963684676705, nan, nan, nan, 0.9249957140408024, nan, nan, nan, 0.23827540695116586, 0.8318026764628706, nan, nan, 0.9301810865191147, 0.8554004334458949, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0308        | 75.0  | 1500 | 0.2072          | 0.6451   | 0.7508        | 0.9443           | [0.8751402049991082, 0.9784107976663635, 0.9609964923469387, 0.9257416627125487, 0.2488237299693147, 0.9665412134496878, 0.983618830157074, nan, 0.7125100189565018, nan, 0.848741604546461, 0.8805462981114814, 0.9207382224380767, 0.7611318674588106, 0.5060837093511747, 0.9111321364286703, 0.9756685644631417, 0.5938352865628512, nan, 0.8066948326291843, 0.46714031971580816, nan, 0.9272306234868952, nan, 0.0, nan, nan, 0.9225575306600524, nan, nan, nan, nan, nan, 0.6747191446501898, nan, nan, 0.5690625502492362, 0.7045981154420473, 0.0, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.8705687324662076, nan, nan, 0.9738601277016697, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32514177693761814, nan, 0.6802968960863698, 0.8890937128879594, nan, nan, 0.8295137504982064, 0.0, 0.8472330984077264, nan, nan, 0.785091640590076, 0.8361175115207373, nan, nan, 0.8693309619710206, nan, nan, nan, nan, nan, nan, 0.8304062444562711, 0.0, nan, 0.9687516257131462, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20954598370197905, nan, nan, 0.0, nan, nan, 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, 0.6885928393005828, nan, nan, nan, 0.9252912954078135, nan, nan, nan, 0.24597056762438682, 0.8168058455114823, 0.0, nan, 0.9034768048852556, 0.819891678975874, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9610116972654738, 0.9879956873204125, 0.9959961002049045, 0.9649504855479808, 0.265285350781534, 0.9934957275857671, 0.9921138698670543, nan, 0.7501908831527199, nan, 0.9994263962037858, 0.9780084192190448, 0.9395381108137576, 0.8322952247002879, 0.5123899242269097, 0.9659685863874345, 0.9985759450339126, 0.8526970954356846, nan, 0.855046503616948, 0.9110854503464203, nan, 0.9661816320561568, nan, nan, nan, nan, 0.9635488218131386, nan, nan, nan, nan, nan, 0.8948417591450883, nan, nan, 0.5931947703654039, 0.7059430458109781, nan, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.9697049632725945, nan, nan, 0.9922623471559036, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4267990074441687, nan, 0.713517338995046, 0.9749460630916053, nan, nan, 0.9178610804851157, nan, 0.8595167163190996, nan, nan, 0.8149179281944203, 0.8407182160440196, nan, nan, 0.87833624015644, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9722641202951687, 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, 0.8885142255005268, 0.7325066430469442, nan, nan, nan, 0.9257671866963827, nan, nan, nan, 0.24707435107787065, 0.8213067436368408, nan, nan, 0.9228370221327968, 0.8392722141021118, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0194        | 76.0  | 1520 | 0.2028          | 0.6472   | 0.7569        | 0.9444           | [0.8749596168446218, 0.979070088370738, 0.9620105220300014, 0.927606817899647, 0.26824670078103957, 0.9662169142715458, 0.983947544794552, nan, 0.7143654609812106, nan, 0.8539117262682666, 0.8842222513432053, 0.9199806716598212, 0.7670846583068338, 0.5024431862250833, 0.9098827161916173, 0.975747123018823, 0.5968304278922345, nan, 0.8047348729196233, 0.46507666098807493, nan, 0.9272021269152733, nan, 0.0, nan, nan, 0.9198932242291189, nan, nan, nan, nan, nan, 0.6732250984543063, nan, nan, 0.5758579881656805, 0.705746061167748, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.868555765320941, nan, nan, 0.9724127587241276, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3448275862068966, nan, 0.6902507215007215, 0.8844774906836687, nan, nan, 0.8167686777421549, 0.0, 0.8573012456792539, nan, nan, 0.7819477434679335, 0.8444700460829493, nan, nan, 0.8718549773402094, nan, nan, nan, nan, nan, nan, 0.8151757744517926, 0.0, nan, 0.9703596257534342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18556103218324152, nan, nan, 0.0, nan, nan, 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, 0.9316283254080452, nan, nan, nan, 0.2512267788293025, 0.8248631743549648, 0.0, nan, 0.911778962675715, 0.8201948627103631, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9590850237375917, 0.9881917182107538, 0.9956242977063917, 0.9651793261014797, 0.2896401308615049, 0.9939633550142414, 0.9907829969182268, nan, 0.7542496617684487, nan, 0.9994437781370044, 0.979460008709537, 0.9435523837843196, 0.8562721853861094, 0.5102474834197136, 0.9660909135391692, 0.9984633594917219, 0.8681420009220839, nan, 0.8594557354460902, 0.9457274826789839, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9648702751501355, nan, nan, nan, nan, nan, 0.8888203863542951, nan, nan, 0.6117163928930607, 0.7071295914156005, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9708818635607321, nan, nan, 0.9901243115016137, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7221986317527719, 0.9733911251919376, nan, nan, 0.9269018743109151, nan, 0.8702416418404502, nan, nan, 0.811495852908764, 0.8491167101071532, nan, nan, 0.8845726970033296, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9741031234046503, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2006269592476489, nan, nan, 0.0, nan, nan, 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, 0.9320675467169552, nan, nan, nan, 0.2522657281126265, 0.8304906848596169, nan, nan, 0.9461770623742455, 0.840078625069301, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0312        | 77.0  | 1540 | 0.2063          | 0.6462   | 0.7540        | 0.9441           | [0.8738931657549438, 0.9790482518912288, 0.9612390983967386, 0.927272083303818, 0.25351443123938877, 0.9660502117987395, 0.9841411837440108, nan, 0.7062034739454094, nan, 0.8489496449608055, 0.883582285115304, 0.9221062848823102, 0.7698504027617952, 0.4872380419754237, 0.8980746937012707, 0.9757133172373601, 0.5936273740386124, nan, 0.8039931509062126, 0.4671240708976558, nan, 0.9275768947497632, nan, 0.0, nan, nan, 0.922327055845832, nan, nan, nan, nan, nan, 0.679492826579411, nan, nan, 0.5699904122722914, 0.7042224510813594, 0.0, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.8712129497976594, nan, nan, 0.9738035415769928, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33849129593810445, nan, 0.683808921798808, 0.8925355743088168, nan, nan, 0.8262850351589581, 0.0, 0.8640302299824093, nan, nan, 0.7882228235097213, 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, 0.22522522522522523, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8968421052631579, 0.6832504145936982, nan, nan, nan, 0.93152504606419, nan, nan, nan, 0.236201156474505, 0.81478578892372, 0.0, nan, 0.9092154177264723, 0.8228489860208702, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       | [0.9601374456359351, 0.9881040201808643, 0.9958853856831251, 0.9663198378923047, 0.2713922210105416, 0.9937507970922076, 0.9916560873279185, nan, 0.7433994615085797, nan, 0.9995828336027534, 0.9788793729133402, 0.9416195856873822, 0.8513160538476994, 0.4940846579183667, 0.9666046875764545, 0.9985059594266049, 0.871830336560627, nan, 0.8572511195315191, 0.9434180138568129, nan, 0.9669494004094764, nan, nan, nan, nan, 0.9630908924389319, nan, nan, nan, nan, nan, 0.8876695437731196, nan, nan, 0.5978880321823667, 0.7055303342963268, nan, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.9697861288097074, nan, nan, 0.9904399262886755, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43424317617866004, nan, 0.714555319650861, 0.9826235689712142, nan, nan, 0.919845644983462, nan, 0.8779874213836478, nan, nan, 0.819471028362624, 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, 0.24294670846394983, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8977871443624869, 0.7298494242692648, nan, nan, nan, 0.9317246699811418, nan, nan, nan, 0.2372195336559613, 0.8184203621096825, nan, nan, 0.935010060362173, 0.8425482586563178, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0356        | 78.0  | 1560 | 0.2083          | 0.6455   | 0.7534        | 0.9440           | [0.8742784106920011, 0.9803577368919368, 0.9608471817209255, 0.9274340976998285, 0.2558376323649199, 0.9664861065167053, 0.9838665111857294, nan, 0.7072894532591961, nan, 0.8534663163987711, 0.8881744663926819, 0.9201806501473216, 0.7741413414853444, 0.4887856132552031, 0.9062823491523084, 0.9756914816125205, 0.5955639452571968, nan, 0.8033857156917424, 0.44408427876823336, nan, 0.9268446499894891, nan, 0.0, nan, nan, 0.9190668022037323, nan, nan, nan, nan, nan, 0.6851288996677113, nan, nan, 0.5611544830849302, 0.7038391224862889, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8657429181288665, nan, nan, 0.9715533474898834, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3405474220241884, nan, 0.6811390800434625, 0.8933781070660768, nan, nan, 0.8227471218737594, 0.0, 0.8643019850309144, nan, nan, 0.7776379098131364, 0.8477259643062752, nan, nan, 0.8700585651537335, nan, nan, nan, nan, nan, nan, 0.8246110325318247, 0.0, nan, 0.9680600759620999, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1788736504231106, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8974736842105263, 0.6895695364238411, nan, nan, nan, 0.9350070691058652, nan, nan, nan, 0.22680683311432326, 0.8298538622129437, 0.0, nan, 0.9096215585173655, 0.806545418699788, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9613647178601862, 0.9881865595031133, 0.9958556414832441, 0.9680804337635782, 0.27400945110868774, 0.9936445181311907, 0.9914814692459802, nan, 0.7446184346241946, nan, 0.9995306878030975, 0.972492379155175, 0.9441223114282883, 0.8649789029535865, 0.4953921769404055, 0.9638645593775994, 0.998563773623946, 0.8727524204702628, nan, 0.8435411643127799, 0.9491916859122402, nan, 0.9671687627961392, nan, nan, nan, nan, 0.9581714225903102, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.5963794837412001, 0.7050918283120099, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9711456515563491, nan, nan, 0.987528125349976, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4425144747725393, nan, 0.7098372257607927, 0.9773173433885984, nan, nan, 0.9140022050716649, nan, 0.879179079774909, nan, nan, 0.8061887361521953, 0.8528815522733855, nan, nan, 0.8793932667406585, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9714577435373833, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1921630094043887, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8984193888303478, 0.7378210806023029, nan, nan, nan, 0.93536773529916, nan, nan, nan, 0.22780466344038716, 0.8344266596693781, nan, nan, 0.9406438631790744, 0.8247568166927071, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0293        | 79.0  | 1580 | 0.2077          | 0.6459   | 0.7533        | 0.9443           | [0.8740922048777834, 0.9800527564207426, 0.9619015681389926, 0.9276681251699527, 0.26417517064269785, 0.9665040112480358, 0.9840927486326781, nan, 0.7116194378058496, nan, 0.8490476893547911, 0.8873566266657826, 0.9212733973426438, 0.7701532311792139, 0.4902207125463372, 0.9138718275582338, 0.9755905441596543, 0.5964576352321685, nan, 0.7983676134508652, 0.4556179775280899, nan, 0.9279288739542861, nan, 0.0, nan, nan, 0.9178415839098065, nan, nan, nan, nan, nan, 0.6861409608091024, nan, nan, 0.5566617406860076, 0.7046057204644337, 0.0, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.8692548050721215, nan, nan, 0.9727293667564672, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3371501272264631, nan, 0.692432872253865, 0.8904000706526539, nan, nan, 0.8266547049441786, 0.0, 0.8603410126252766, nan, nan, 0.7831136484482132, 0.8457109959700633, nan, nan, 0.8695538606206248, nan, nan, nan, nan, nan, nan, 0.8224841660802252, 0.0, nan, 0.9695461691404264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17667638483965015, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8909244051379238, 0.6895127993393889, nan, nan, nan, 0.9342358939205689, nan, nan, nan, 0.2187061711079944, 0.8299426186750131, 0.0, nan, 0.9105160662122688, 0.8275573496111056, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9599382490621161, 0.9889964766026815, 0.9953764293740498, 0.9695642063846515, 0.28418756815703383, 0.9935807507545806, 0.992675479373829, nan, 0.7538478024995646, nan, 0.9995654516695347, 0.9714036870373058, 0.9415452472990385, 0.8516509276002947, 0.4978969422958774, 0.9646474531487009, 0.9987098305435448, 0.8616874135546335, nan, 0.842369962108164, 0.9364896073903002, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9565097931467598, nan, nan, nan, nan, nan, 0.8922934648581997, nan, nan, 0.5998156218571907, 0.7059688402806439, nan, nan, nan, 0.0, nan, 0.24977777777777777, nan, nan, nan, 0.9709224463292886, nan, nan, 0.9888720334755297, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7227176220806794, 0.9798052440280667, nan, nan, 0.9143329658213892, nan, 0.8752068851373718, nan, nan, 0.8115248535467781, 0.8508543295684912, nan, nan, 0.8797103747159241, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9731459135842576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18996865203761756, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8916754478398314, 0.7395925597874224, nan, nan, nan, 0.9345962626435796, nan, nan, nan, 0.21953365596128466, 0.8349514563106796, nan, nan, 0.9407444668008048, 0.847285923088554, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0312        | 80.0  | 1600 | 0.2061          | 0.6448   | 0.7520        | 0.9441           | [0.8735628245234947, 0.9801552577309036, 0.9610476176807808, 0.9290197784166658, 0.25647808981142317, 0.9663525132275133, 0.9839056496171573, nan, 0.7060398766387878, nan, 0.846425575131364, 0.8871696108380928, 0.9254773197130001, 0.7693568956094006, 0.49119052050375334, 0.9069505178365938, 0.9757003398741009, 0.5949286846275753, nan, 0.8015652286398034, 0.47380675203725264, nan, 0.9276539148087222, nan, 0.0, nan, nan, 0.9207941849845491, nan, nan, nan, nan, nan, 0.6826833467595445, nan, nan, 0.5672629836866577, 0.7030686849963959, 0.0, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.8710529672211796, nan, nan, 0.9737491877842755, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3416030534351145, nan, 0.6775436211194199, 0.8935482170161163, nan, nan, 0.8274208054361947, 0.0, 0.8470013037809648, nan, nan, 0.7844473618055362, 0.8440287769784173, nan, nan, 0.8698515575998328, nan, nan, nan, nan, nan, nan, 0.8255731922398589, 0.0, nan, 0.9689192548019954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1687170474516696, nan, nan, 0.0, nan, nan, 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, 0.6900489396411092, nan, nan, nan, 0.9255355612682091, nan, nan, nan, 0.21337775050407645, 0.8099346405228758, 0.0, nan, 0.9089846033911518, 0.8221828385762812, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.9592089682724124, 0.9880937027655832, 0.995888690594223, 0.9696601717780542, 0.2748818611414031, 0.9938358202610211, 0.9933550740711026, nan, 0.7451944329095951, nan, 0.9995828336027534, 0.9695892001741907, 0.9428833382892259, 0.8485031143258991, 0.4989051497345579, 0.9641092136810686, 0.9984481452292637, 0.8653757491931766, nan, 0.8538064071650017, 0.9399538106235565, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9629600554748727, nan, nan, nan, nan, nan, 0.8882038635429511, nan, nan, 0.6032517599731814, 0.7044469665703673, nan, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.9700499168053245, nan, nan, 0.9917329288034127, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7053550365652277, 0.9882019086862719, nan, nan, 0.9128996692392503, nan, 0.8601787487586892, nan, nan, 0.8144539179861957, 0.8494063133507095, nan, nan, 0.8795518207282913, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9724323571726923, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.180564263322884, nan, nan, 0.0, nan, nan, 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, 0.925852905880336, nan, nan, nan, 0.21416630004399473, 0.8129099973760168, nan, nan, 0.938430583501006, 0.8417418476891285, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0316        | 81.0  | 1620 | 0.2077          | 0.6442   | 0.7502        | 0.9442           | [0.8742880337291975, 0.978936877076412, 0.96071924925729, 0.926770007745276, 0.24991485593624413, 0.9678013831945997, 0.9843259160771719, nan, 0.7014691653511229, nan, 0.8431237447407386, 0.8854509545753786, 0.9243969525107709, 0.7728866852098198, 0.5198850842456713, 0.9143984220907297, 0.9757377692664534, 0.5923076923076923, nan, 0.8016523591299296, 0.47157772621809746, nan, 0.9271209623680426, nan, 0.0, nan, nan, 0.9211245020169878, nan, nan, nan, nan, nan, 0.6828860130052276, nan, nan, 0.5625842251288149, 0.7023401899956234, 0.0, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.869980879541109, nan, nan, 0.9717779021873876, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32887189292543023, nan, 0.6766947998910972, 0.8952558401153082, nan, nan, 0.8277511961722488, 0.0, 0.8568266163161664, nan, nan, 0.7838463899974882, 0.8303571428571429, nan, nan, 0.8702649041224725, nan, nan, nan, nan, nan, nan, 0.8296586059743954, 0.0, nan, 0.9679142530091227, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18269230769230768, nan, nan, 0.0, nan, nan, 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, 0.6854026845637584, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.22166710491717065, 0.8246804069919124, 0.0, nan, 0.9086543173576399, 0.8033998521803399, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9606099841749388, 0.9880421156891775, 0.9960770705268028, 0.9672093632696148, 0.26673936750272625, 0.9934744717935637, 0.9922696103185128, nan, 0.7380681285413848, nan, 0.9996697432688464, 0.9761939323559298, 0.9410496580434137, 0.8560712611345522, 0.5273870098772823, 0.9640847482507218, 0.9984359738192972, 0.8520055325034578, nan, 0.8556665518429211, 0.9387990762124712, nan, 0.9664741152383738, nan, nan, nan, nan, 0.9619918619408355, nan, nan, nan, nan, nan, 0.8805384299219071, nan, nan, 0.5947871270533021, 0.7036989269500619, nan, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.9694208838926992, nan, nan, 0.9896559798821026, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4267990074441687, nan, 0.7036093418259023, 0.9899512138233979, nan, nan, 0.9155457552370452, nan, 0.8712346904998345, nan, nan, 0.8145119192622238, 0.8349261511728931, nan, nan, 0.8802917393372444, nan, nan, nan, nan, nan, nan, 0.9735030252451492, 0.0, nan, 0.9712721028449436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19655172413793104, nan, nan, 0.0, nan, nan, 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, 0.22252529696436427, 0.829441091577014, nan, nan, 0.9326961770623743, 0.821783176251197, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0277        | 82.0  | 1640 | 0.2077          | 0.6442   | 0.7520        | 0.9438           | [0.8734399240337131, 0.9791603822300845, 0.9612318418782224, 0.9262284060268505, 0.2540297898388084, 0.9670038685119675, 0.9841094453756333, nan, 0.7082522357490872, nan, 0.8401262161451486, 0.8860492688710315, 0.9268547290736066, 0.7746342055734321, 0.4963946221719106, 0.9186450154928593, 0.9757157981134096, 0.5950294726780309, nan, 0.8052470939671407, 0.44906900328587074, nan, 0.9281864632183103, nan, 0.0, nan, nan, 0.9200399550505681, nan, nan, nan, nan, nan, 0.6814849771904986, nan, nan, 0.5719124133585382, 0.702409762628083, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8686116809789219, nan, nan, 0.9714137421647303, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34149484536082475, nan, 0.6803386300873738, 0.8928766303486878, nan, nan, 0.8222727722282662, 0.0, 0.8544448062520351, nan, nan, 0.7818176752479661, 0.8349654377880185, nan, nan, 0.8708143969074857, nan, nan, nan, nan, nan, nan, 0.824580017683466, 0.0, nan, 0.9693569644839067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1609529343404997, nan, nan, 0.0, nan, nan, 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, 0.9194308734036171, nan, nan, nan, 0.24425942156003505, 0.8142633228840125, 0.0, nan, 0.9113516676418958, 0.7880954729263241, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9588758673350818, 0.9879595763669285, 0.9960192345825897, 0.9661279071054992, 0.27153762268266085, 0.9935807507545806, 0.9919817264536955, nan, 0.7457838265039584, nan, 0.9996349794024091, 0.976339091304979, 0.9460551095252255, 0.8545308418726141, 0.5042770049937775, 0.9646963840093947, 0.9983659882119894, 0.8609958506224067, nan, 0.8542886668963141, 0.9468822170900693, nan, 0.969654869844984, nan, nan, nan, nan, 0.9640852533657809, nan, nan, nan, nan, nan, 0.8903000411015207, nan, nan, 0.6085316795172645, 0.7037505158893933, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9708209894078974, nan, nan, 0.9908675334195335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.709035149799481, 0.9859666854554996, nan, nan, 0.9166482910694598, nan, 0.8685865607414763, nan, nan, 0.8137869033118729, 0.8395598030697944, nan, nan, 0.8810316579461973, nan, nan, nan, nan, nan, nan, 0.9728771124556645, 0.0, nan, 0.972821042372488, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17366771159874608, nan, nan, 0.0, nan, nan, 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, 0.9195096862677867, nan, nan, nan, 0.24522657281126264, 0.817895565468381, nan, nan, 0.9401408450704225, 0.8054533541656167, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0049        | 83.0  | 1660 | 0.2097          | 0.6428   | 0.7506        | 0.9436           | [0.8737221924498044, 0.979684365660949, 0.9610890784389705, 0.9271143529911655, 0.2652291105121294, 0.9679242938789033, 0.9841049057487413, nan, 0.7084819154355578, nan, 0.8444865412573241, 0.8866891044677622, 0.9262614762239287, 0.7731204258150366, 0.4962758363850785, 0.9193371710909641, 0.975705503956889, 0.5984302418708954, nan, 0.8054789184978416, 0.4464964693101575, nan, 0.928416257883672, nan, 0.0, nan, nan, 0.9189118067216361, nan, nan, nan, nan, nan, 0.6810891634532148, nan, nan, 0.5631774543202229, 0.7007466529351184, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8654792043399638, nan, nan, 0.9699815562534271, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3341804320203304, nan, 0.6773289961145749, 0.8916280376457367, nan, nan, 0.8282949216801357, 0.0, 0.8487515483408306, nan, nan, 0.7752485755781477, 0.8289170506912442, nan, nan, 0.8707806458355105, nan, nan, nan, nan, nan, nan, 0.8245861218738992, 0.0, nan, 0.9691606018740643, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12866354044548653, nan, nan, 0.0, nan, nan, 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, 0.6841243862520459, nan, nan, nan, 0.9162382176520995, nan, nan, nan, 0.23866725120561158, 0.8215031315240083, 0.0, nan, 0.910049809551714, 0.7624358468219502, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9598596770802209, 0.9876139429550109, 0.9959316544384956, 0.9664121123090381, 0.2861504907306434, 0.9935594949623773, 0.9916938425888783, nan, 0.7451810376006323, nan, 0.9995828336027534, 0.9751778197125853, 0.9474923183665378, 0.8560712611345522, 0.5038201609981253, 0.9650633654645985, 0.9982990454571734, 0.8612263715998156, nan, 0.8548398208749569, 0.9491916859122402, nan, 0.9687408599005557, nan, nan, nan, nan, 0.9594405411416833, nan, nan, nan, nan, nan, 0.8892930538429922, nan, nan, 0.6096211867247737, 0.7020480808914569, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9711659429406274, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43507030603804797, nan, 0.7073366359990564, 0.9869968318140294, nan, nan, 0.9153252480705623, nan, 0.861900033101622, nan, nan, 0.8049707093556058, 0.8334781349551115, nan, nan, 0.8807674013001427, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9726296004084095, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13761755485893418, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7404782993799823, nan, nan, nan, 0.9165523744213955, nan, nan, nan, 0.23950725912890453, 0.8260299134085541, nan, nan, 0.9374245472837022, 0.7786905901920266, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0281        | 84.0  | 1680 | 0.2072          | 0.6445   | 0.7526        | 0.9439           | [0.8739329832981687, 0.979693094629156, 0.9608562661869585, 0.9272954399077082, 0.26191762322754897, 0.9674302149936889, 0.9840667500573896, nan, 0.7107135596665989, nan, 0.8542607558830521, 0.8859556494192186, 0.9238000870027551, 0.7738972809667674, 0.4875668967656868, 0.921967213114754, 0.9755701003471727, 0.5937749401436552, nan, 0.8058524504692388, 0.43950749464668093, nan, 0.9279711464388263, nan, 0.0, nan, nan, 0.9198277809856149, nan, nan, nan, nan, nan, 0.6820896937517777, nan, nan, 0.5654919694370809, 0.7042090359119578, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8647403231052803, nan, nan, 0.9699279628040628, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3465527760829774, nan, 0.6794513130583882, 0.8901162790697674, nan, nan, 0.8262432594367884, 0.0, 0.8603122966818477, nan, nan, 0.7721196154816289, 0.8450460829493087, nan, nan, 0.8698376233488226, nan, nan, nan, nan, nan, nan, 0.8226288931902165, 0.0, nan, 0.9684136288485773, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12463083284111046, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8947368421052632, 0.6916802610114192, nan, nan, nan, 0.9213964446348254, nan, nan, nan, 0.24859796705222573, 0.8250325945241199, 0.0, nan, 0.9071882640586797, 0.8001084759134165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9607759813197879, 0.988047274396818, 0.9956094256064512, 0.9671724535029214, 0.28200654307524536, 0.993772052884411, 0.9913210093869017, nan, 0.7492800021432494, nan, 0.9994959239366602, 0.97430686601829, 0.9471949648131629, 0.8578126046480476, 0.49514012508073535, 0.9631550618975387, 0.9987037448385615, 0.8575380359612724, nan, 0.851877368239752, 0.9480369515011547, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9587601889285761, nan, nan, nan, nan, nan, 0.8870530209617756, nan, nan, 0.6078612135434127, 0.7056077177053239, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9897272477372456, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46980976013234077, nan, 0.7104505779665016, 0.9820015938113471, nan, nan, 0.9122381477398015, nan, 0.8754054948692486, nan, nan, 0.7989675772867003, 0.8496959165942659, nan, nan, 0.8805031446540881, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9718406274655405, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1322884012539185, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8956796628029505, 0.7511071744906997, nan, nan, nan, 0.921909823418481, nan, nan, nan, 0.24962604487461504, 0.8302282865389662, nan, nan, 0.9331991951710261, 0.8178519227861499, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0377        | 85.0  | 1700 | 0.2057          | 0.6449   | 0.7528        | 0.9445           | [0.8758040703885995, 0.9792689161554192, 0.9614356460135751, 0.9266324880480761, 0.26420818445358324, 0.9675683506840242, 0.9838359446659554, nan, 0.7158278406421051, nan, 0.846762081455959, 0.8855465400092354, 0.9199652652145597, 0.7692120326391426, 0.5252808553498102, 0.918241789089548, 0.9756017085937988, 0.5941269841269842, nan, 0.8004042116243439, 0.4381720430107527, nan, 0.9269666853303471, nan, 0.0, nan, nan, 0.9214343928280359, nan, nan, nan, nan, nan, 0.6817399813753808, nan, nan, 0.560374685138539, 0.7040002059308073, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8609747766211819, nan, nan, 0.9703964124127323, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33800127307447486, nan, 0.6833792138634415, 0.8897765550323616, nan, nan, 0.8248204309656824, 0.0, 0.8539889286877239, nan, nan, 0.7683661742859546, 0.8378456221198156, nan, nan, 0.869235595524417, nan, nan, nan, nan, nan, nan, 0.8202108963093145, 0.0, nan, 0.9694885473681777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.16661803326524657, nan, nan, 0.0, nan, nan, 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, 0.9252784918594688, nan, nan, nan, 0.23413394109396915, 0.8286384976525821, 0.0, nan, 0.910371819960861, 0.8078439101300748, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9597799984506933, 0.9881246550114265, 0.9954805340736335, 0.9686562261239947, 0.28491457651762997, 0.9937082855078009, 0.9921610639432539, nan, 0.7550265896882912, nan, 0.9995828336027534, 0.97430686601829, 0.9450639310139756, 0.8460250485566941, 0.5340191244348524, 0.960341537407643, 0.9986915734285949, 0.8628400184416782, nan, 0.8458146744746814, 0.941108545034642, nan, 0.9684483767183387, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8876489930127415, nan, nan, 0.5966309084813946, 0.7054529508873297, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9717543930846962, nan, nan, 0.9891876482625915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.7144609577730597, 0.980641023149138, nan, nan, 0.9115766262403528, nan, 0.8681231380337636, nan, nan, 0.7949944898787773, 0.8424558355053576, nan, nan, 0.8786533481317055, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.973093702139509, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17899686520376176, nan, nan, 0.0, nan, nan, 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, 0.9255957483284759, nan, nan, nan, 0.2350197976242851, 0.8336394647074259, nan, nan, 0.9360160965794768, 0.8263696386270853, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0209        | 86.0  | 1720 | 0.2076          | 0.6334   | 0.7532        | 0.9445           | [0.8759978395077308, 0.9790521293080964, 0.9606095667944832, 0.9269128242839062, 0.2520574032510372, 0.9669768403639372, 0.9836339470408192, nan, 0.7129774289016754, nan, 0.8523278047045222, 0.8846939447848718, 0.9153408681880354, 0.7696837248831421, 0.5230132655591371, 0.9174642259803011, 0.9756993173330796, 0.5944188996353258, nan, 0.8018623561428243, 0.4379679144385027, nan, 0.9269973415419057, nan, 0.0, nan, nan, 0.9228144989339019, nan, nan, nan, nan, nan, 0.6845612091477408, nan, nan, 0.5644699140401146, 0.7048842658152887, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8659474722609373, nan, nan, 0.9705861796978743, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3424744897959184, nan, 0.6749615419419057, 0.8917141604559404, nan, nan, 0.8258551307847083, 0.0, 0.8555331205627564, nan, nan, 0.7763850027979855, 0.8448474381116868, nan, nan, 0.8690008897262783, nan, nan, nan, nan, nan, nan, 0.821917808219178, 0.0, nan, 0.9680190544462302, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1864801864801865, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8924210526315789, 0.6874487284659557, nan, nan, nan, 0.9247707994173593, nan, nan, nan, 0.23966000701016474, 0.8310740354535975, 0.0, nan, 0.9053324167730531, 0.8047975568909467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9602259774465213, 0.9875675145862458, 0.996010972304845, 0.9677039541433059, 0.26942929843693203, 0.9939846108064447, 0.9919109353393962, nan, 0.7519054826999585, nan, 0.9995306878030975, 0.9745246044418638, 0.9452126077906631, 0.8491728618310896, 0.531656138250445, 0.9662621715515975, 0.9985272593940464, 0.8642231443061319, nan, 0.8424388563554943, 0.9457274826789839, nan, 0.9688871014916642, nan, nan, nan, nan, 0.962646046761131, nan, nan, nan, nan, nan, 0.8889025893958077, nan, nan, 0.5943680858196446, 0.7061751960379694, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9897170666150823, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7038452465204058, 0.9883574024762386, nan, nan, 0.905071664829107, nan, 0.8695796094008607, nan, nan, 0.8047097036134795, 0.8499855198378222, nan, nan, 0.877543470218276, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.971399730820996, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2006269592476489, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8933614330874605, 0.7422497785651019, nan, nan, nan, 0.9251671524087091, nan, nan, nan, 0.24065112186537616, 0.8365258462345841, nan, nan, 0.9274647887323944, 0.8234967995564739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0119        | 87.0  | 1740 | 0.2099          | 0.6436   | 0.7510        | 0.9442           | [0.8747157030744916, 0.9790033093444225, 0.9606612291991369, 0.9272225270349197, 0.25524974515800203, 0.9676858426315027, 0.9834099269007216, nan, 0.7102073486812014, nan, 0.8452776389664599, 0.8844584813791289, 0.9163197034969074, 0.7710821461048802, 0.5111752206349945, 0.9165682802046439, 0.975737336370503, 0.5942793224672419, nan, 0.8022400208374031, 0.4364699627857523, nan, 0.9267140307283099, nan, 0.0, nan, nan, 0.9222334872892494, nan, nan, nan, nan, nan, 0.6828270382130389, nan, nan, 0.5655529037390613, 0.7035168116986766, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8677861486793138, nan, nan, 0.9728953922166769, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3372018052869117, nan, 0.670173211208851, 0.8919023091208522, nan, nan, 0.8265716007230367, 0.0, 0.8508600469116497, nan, nan, 0.7819563577435669, 0.8341968911917098, nan, nan, 0.868507767142633, nan, nan, nan, nan, nan, nan, 0.8298740464786234, 0.0, nan, 0.9685856004809861, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1162043795620438, nan, nan, 0.0, nan, nan, 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, 0.9296366129585191, nan, nan, nan, 0.24351559761654398, 0.8183716075156576, 0.0, nan, 0.9067454455933038, 0.8111209613869188, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9597556522027821, 0.9873869598188262, 0.9961216868266244, 0.9668328836493425, 0.2730643402399128, 0.9936232623389873, 0.9917221590345979, nan, 0.7487843757116258, nan, 0.9996523613356277, 0.975613296559733, 0.9434532659331946, 0.8518518518518519, 0.5191795711967737, 0.9686597837255957, 0.9984177167043473, 0.8573075149838635, nan, 0.8487771271098863, 0.9480369515011547, nan, 0.9680827727405674, nan, nan, nan, nan, 0.9640067511873455, nan, nan, nan, nan, nan, 0.8883066173448417, nan, nan, 0.5957928260140798, 0.7048596780850186, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9699687512682115, nan, nan, 0.990348296189206, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4325889164598842, nan, 0.6973342769521114, 0.9894847324534977, nan, nan, 0.907497243660419, nan, 0.8645481628599802, nan, nan, 0.8116408560988342, 0.8392701998262381, nan, nan, 0.8775963215474869, nan, nan, nan, nan, nan, nan, 0.9760066764030878, 0.0, nan, 0.9719682554415928, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12476489028213165, nan, nan, 0.0, nan, nan, 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, 0.929795988342191, nan, nan, nan, 0.24452265728112627, 0.8228811335607452, nan, nan, 0.9263581488933602, 0.8300488886648858, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.046         | 88.0  | 1760 | 0.2083          | 0.6323   | 0.7524        | 0.9440           | [0.8738993507932734, 0.9786506516739075, 0.9606989404969847, 0.9265798598825278, 0.2574679943100996, 0.9675783110080537, 0.9836132329813525, nan, 0.7007443472940936, nan, 0.8521592222650345, 0.88346136169654, 0.9184161573212862, 0.7649786455155583, 0.5082707466948048, 0.9175480100194823, 0.9757004231831821, 0.5942965180400189, nan, 0.802192456134661, 0.44275637547476937, nan, 0.9274910720537778, nan, 0.0, nan, nan, 0.9225369735492105, nan, nan, nan, nan, nan, 0.6805533596837945, nan, nan, 0.5691608168474792, 0.70561577876767, 0.0, 0.0, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.8667246282309043, nan, nan, 0.9729097056881615, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3452685421994885, nan, 0.6746189230630468, 0.891433983443244, nan, nan, 0.8211085950575957, 0.0, 0.8580267014001953, nan, nan, 0.7815558413958951, 0.8406672418751797, nan, nan, 0.8706797535762765, nan, nan, nan, nan, nan, nan, 0.8206254392129304, 0.0, nan, 0.9679329285920787, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18944914019236375, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8852389976837229, 0.682526661197703, nan, nan, nan, 0.9306489612336689, nan, nan, nan, 0.2295958621898834, 0.8244195147404122, 0.0, nan, 0.9074509803921569, 0.8116413059536121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9599382490621161, 0.987753228061306, 0.9961068147266838, 0.9665560603991422, 0.27633587786259545, 0.9933894486247502, 0.9917693531107975, nan, 0.7364606914658487, nan, 0.9994959239366602, 0.9766294092030774, 0.9420160570918823, 0.839729422007903, 0.5159974164684383, 0.9678768899544943, 0.9983294739820898, 0.8695251267865376, nan, 0.8520151567344126, 0.9422632794457275, nan, 0.9685214975138929, nan, nan, nan, nan, 0.9646740197040468, nan, nan, nan, nan, nan, 0.8846074804767776, nan, nan, 0.5979718404290982, 0.7068716467189434, nan, nan, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.970963029097845, nan, nan, 0.9901548548681036, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7057796650153338, 0.9878909211063384, nan, nan, 0.9195148842337376, nan, 0.8722277391592188, nan, nan, 0.8105678324923148, 0.8465102809151462, nan, nan, 0.8814016172506739, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.9711560774121687, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20376175548589343, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8859852476290833, 0.7369353410097431, nan, nan, nan, 0.9311674952854448, nan, nan, nan, 0.23044434667839858, 0.8291786932563632, nan, nan, 0.9311871227364185, 0.830704097575727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0159        | 89.0  | 1780 | 0.2122          | 0.6190   | 0.7509        | 0.9438           | [0.8740002418769652, 0.9787595060920762, 0.9607525313621142, 0.9264992858859963, 0.2598957980918871, 0.967005233652593, 0.9835537406810775, nan, 0.7020375895748859, nan, 0.8465422321665146, 0.8842285188350536, 0.9150692161896308, 0.7671473582161901, 0.520612722677871, 0.9169665869459215, 0.9757007233273056, 0.5937254901960785, nan, 0.8001963993453355, 0.4401939655172414, nan, 0.9272905575791538, nan, 0.0, nan, nan, 0.9214908107566728, nan, nan, nan, nan, nan, 0.6808520740025639, nan, nan, 0.5616654815517105, 0.7017638727951591, 0.0, nan, nan, 0.0, 0.0, 0.2328888888888889, nan, nan, nan, 0.8660856645890709, nan, nan, 0.9718230882456017, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3389830508474576, nan, 0.6709907792442596, 0.8916733892181965, nan, nan, 0.8271678599840891, 0.0, 0.8539684608367001, nan, nan, 0.7767709819056409, 0.8377911993097498, nan, nan, 0.868735956524011, nan, nan, nan, nan, nan, nan, 0.8207596709259584, 0.0, nan, 0.9684612805124825, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1465340742907283, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.886923562855338, 0.6857610474631751, nan, nan, nan, 0.9291284600222812, nan, nan, nan, 0.22636052931382, 0.8241901776384535, 0.0, nan, 0.9064585787200629, 0.787926612744131, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                        | [0.959704746411695, 0.9879337828287258, 0.9961068147266838, 0.9673200925696949, 0.27924391130498, 0.9936232623389873, 0.9912266212345027, nan, 0.7375189208739099, nan, 0.9996175974691905, 0.9761939323559298, 0.9451134899395381, 0.8479673163217467, 0.5289780872414499, 0.96616430983021, 0.9982199312923907, 0.8725218994928539, nan, 0.8420943851188426, 0.9434180138568129, nan, 0.967973091547236, nan, nan, nan, nan, 0.9630254739569023, nan, nan, nan, nan, nan, 0.8841142622277024, nan, nan, 0.5957928260140798, 0.7029766817994222, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9699484598839333, nan, nan, 0.9881288115576099, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7004010379806558, 0.9882602188575094, nan, nan, 0.9170893054024256, nan, 0.867593512082092, nan, nan, 0.8054927208398585, 0.843614248479583, nan, nan, 0.8786533481317055, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9717536083909593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15705329153605016, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7422497785651019, nan, nan, nan, 0.9293673924224242, nan, nan, nan, 0.22727672679278488, 0.8278667016531094, nan, nan, 0.9290744466800804, 0.8052013507383701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0119        | 90.0  | 1800 | 0.2117          | 0.6299   | 0.7498        | 0.9438           | [0.8739975163887124, 0.978454794408567, 0.9607267221801665, 0.9261621059556272, 0.2556467476090348, 0.9685964803183882, 0.9834285446712867, nan, 0.7028932838580518, nan, 0.8438728798638417, 0.8834001182421336, 0.9193801443433344, 0.7664238008500304, 0.5173284974735732, 0.9149335309648432, 0.9757181352574817, 0.5916982323232324, nan, 0.8026242959007587, 0.42700156985871274, nan, 0.9268446499894891, nan, 0.0, nan, nan, 0.9231164662662839, nan, nan, nan, nan, nan, 0.6797586898501287, nan, nan, 0.5656173182142574, 0.7011020702441034, 0.0, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.8647802724657608, nan, nan, 0.9705276216010724, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3410224438902743, nan, 0.6720473865075058, 0.8920666807640798, nan, nan, 0.828386454183267, 0.0, 0.8553188717347404, nan, nan, 0.7737885524145066, 0.8317031070195627, nan, nan, 0.8657247514390372, nan, nan, nan, nan, nan, nan, 0.8246387028551286, 0.0, nan, 0.9683639075661832, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13259020240539748, nan, nan, 0.0, nan, nan, 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, 0.6833060556464812, nan, nan, nan, 0.923538487913595, nan, nan, nan, 0.22753966167061093, 0.8150470219435737, 0.0, nan, 0.9045369550241118, 0.8066597704546574, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9603488153337096, 0.9879492589516474, 0.9961530834820543, 0.9665339145391262, 0.27400945110868774, 0.9932406580793266, 0.9911747077506832, nan, 0.738389615956492, nan, 0.9997218890685022, 0.9760487734068806, 0.9438249578749133, 0.8454222758020227, 0.5257959325131146, 0.9665068258550668, 0.9982199312923907, 0.8642231443061319, nan, 0.8491560454702033, 0.9422632794457275, nan, 0.9671687627961392, nan, nan, nan, nan, 0.9632871478850205, nan, nan, nan, nan, nan, 0.8845663789560214, nan, nan, 0.5978042239356353, 0.7023318200577796, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.9699078771153768, nan, nan, 0.9876910233045886, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45244003308519437, nan, 0.7012502948808681, 0.9839452661859317, nan, nan, 0.9169790518191842, nan, 0.8692485931810658, nan, nan, 0.8025346557624268, 0.8372429771213438, nan, nan, 0.8743723904656202, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9716839931312944, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14169278996865203, nan, nan, 0.0, nan, nan, 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, 0.7395925597874224, nan, nan, nan, 0.923538487913595, nan, nan, nan, 0.22842058952925648, 0.8186827604303333, nan, nan, 0.9246478873239437, 0.8253616249180988, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             |
| 0.0133        | 91.0  | 1820 | 0.2147          | 0.6287   | 0.7481        | 0.9432           | [0.872985949808818, 0.9780722140781187, 0.9606901727822192, 0.9266017111777864, 0.24834640300034094, 0.9675803246107982, 0.9834366882736995, nan, 0.7047843973792473, nan, 0.8474836047454131, 0.8858010429731336, 0.9202038992100113, 0.7660651140104865, 0.489973479737589, 0.9140925299865698, 0.9757260331008639, 0.5942512307447991, nan, 0.8012977273468324, 0.4252214695153726, nan, 0.9272160761798067, nan, 0.0, nan, nan, 0.9213968860349095, nan, nan, nan, nan, nan, 0.6812331211800565, nan, nan, 0.5576892556737025, 0.7019594716378711, 0.0, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.8644101525046584, nan, nan, 0.9700870920059127, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3499056010069226, nan, 0.6761736610982843, 0.8889240117310293, nan, nan, 0.8292609653514921, 0.0, 0.851067986454806, nan, nan, 0.7737342657342657, 0.8435432844406098, nan, nan, 0.8678909642651599, nan, nan, nan, nan, nan, nan, 0.8223510806536637, 0.0, nan, 0.9682011077577733, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1164906103286385, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8885611965451864, 0.6820428336079077, nan, nan, nan, 0.920397583651086, nan, nan, nan, 0.21928978518193776, 0.8183481442760062, 0.0, nan, 0.9062653683485787, 0.7800148038490008, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9603676283434591, 0.9878202912606334, 0.9962390111705995, 0.9677519368400073, 0.26477644492911667, 0.9934532160013604, 0.9916702455507784, nan, 0.7435200192892449, nan, 0.9995654516695347, 0.973943968645667, 0.9438497373376945, 0.8415377402719175, 0.4976921501598954, 0.9657973283750061, 0.9983081740146483, 0.8626094974642693, nan, 0.84653806407165, 0.9422632794457275, nan, 0.9683021351272302, nan, nan, nan, nan, 0.9593227878740301, nan, nan, nan, nan, nan, 0.8864570489108097, nan, nan, 0.58900435802883, 0.7032088320264135, nan, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.9695629235826468, nan, nan, 0.988882214597693, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7046945034206181, 0.9838480825672025, nan, nan, 0.9130099228224917, nan, 0.8652101952995697, nan, nan, 0.8021866481062584, 0.8494063133507095, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714925511672159, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12445141065830721, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8889357218124342, 0.733392382639504, nan, nan, nan, 0.9207526144351106, nan, nan, nan, 0.22006159260888694, 0.8215691419574914, nan, nan, 0.9269617706237424, 0.7966836348974347, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0094        | 92.0  | 1840 | 0.2154          | 0.6404   | 0.7477        | 0.9429           | [0.8719240677257694, 0.9787120944947892, 0.9610061248760517, 0.9265877926835305, 0.2526186913345123, 0.9664503059368281, 0.983324597038396, nan, 0.7069952385776517, nan, 0.8516121388053733, 0.8845191040843214, 0.9212644094830711, 0.764856776400171, 0.4649792170730194, 0.9143512086690747, 0.9757033248081841, 0.5955378486055777, nan, 0.8039766234614254, 0.430152872957301, nan, 0.9275514489710206, nan, 0.0, nan, nan, 0.9214947638062232, nan, nan, nan, nan, nan, 0.6800415081286753, nan, nan, 0.5575525201693426, 0.702211466673532, 0.0, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.8635739328441826, nan, nan, 0.9702187945845098, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.355, nan, 0.683093833055543, 0.8888087023868196, nan, nan, 0.8277449704734261, 0.0, 0.8539428273751384, nan, nan, 0.7707936863315795, 0.844559585492228, nan, nan, 0.8707721260912751, nan, nan, nan, nan, nan, nan, 0.8187062937062937, 0.0, nan, 0.9684231825408296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10716382853787434, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.894293535481154, 0.684297520661157, nan, nan, nan, 0.9199897203066775, nan, nan, nan, 0.21001842266865514, 0.8198692810457516, 0.0, nan, 0.9047900068850202, 0.7755081902506414, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                   | [0.9603853347055764, 0.9878202912606334, 0.9961299491043691, 0.9672278181529614, 0.27001090512540893, 0.993772052884411, 0.9915711379907594, nan, 0.7478600993931925, nan, 0.999461160070223, 0.9745246044418638, 0.9446179006839132, 0.8387248007501172, 0.4722821720569007, 0.966115378969516, 0.9983294739820898, 0.8614568925772246, nan, 0.8482604202549087, 0.9422632794457275, nan, 0.9689236618894413, nan, nan, nan, nan, 0.9601601444440083, nan, nan, nan, nan, nan, 0.8888614878750514, nan, nan, 0.5849815621857191, 0.7035699546017334, nan, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.9696237977354815, nan, nan, 0.9900734058907973, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46980976013234077, nan, 0.715451757489974, 0.9814573655464635, nan, nan, 0.9117971334068358, nan, 0.8681893412777226, nan, nan, 0.7987355721825881, 0.8496959165942659, nan, nan, 0.8803445906664552, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9717884160207918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11442006269592477, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8950474183350896, 0.733392382639504, nan, nan, nan, 0.9205811760672038, nan, nan, nan, 0.2106467223933128, 0.8228811335607452, nan, nan, 0.9254527162977867, 0.792197973892445, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0151        | 93.0  | 1860 | 0.2154          | 0.6290   | 0.7483        | 0.9430           | [0.8715209852503526, 0.9784095843870539, 0.9608048483457348, 0.9260015544407546, 0.2572144695840672, 0.9673640860081538, 0.9834939003267514, nan, 0.7018441842152057, nan, 0.853307808743656, 0.8853905941246213, 0.9183097912548812, 0.7668232566652431, 0.46809237072443977, 0.9162067118470388, 0.9757187719319115, 0.5927680404231802, nan, 0.800952039385739, 0.4303062302006336, nan, 0.9268215750183998, nan, 0.0, nan, nan, 0.9216498468644876, nan, nan, nan, nan, nan, 0.6819824389006879, nan, nan, 0.5560710286354184, 0.7039182370507672, 0.0, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.8648100532357947, nan, nan, 0.9702673540342884, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34766355140186916, nan, 0.6813236422734865, 0.8922890338002918, nan, nan, 0.8253968253968254, 0.0, 0.8567806527109608, nan, nan, 0.7752239641657335, 0.842832469775475, nan, nan, 0.8692331833873836, nan, nan, nan, nan, nan, nan, 0.8216045038705138, 0.0, nan, 0.9677257089994508, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1365237815619495, nan, nan, 0.0, nan, nan, 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, 0.6912251655629139, nan, nan, nan, 0.9243981838430566, nan, nan, nan, 0.20345523107954047, 0.8247126436781609, 0.0, nan, 0.9063328424153166, 0.7943335796994334, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9608932859688146, 0.9879389415363663, 0.9960324542269813, 0.9674566587064604, 0.27604507451835697, 0.9935807507545806, 0.9915097856917, nan, 0.740211377975433, nan, 0.9994785420034417, 0.975613296559733, 0.9440231935771632, 0.8418056392739937, 0.4751492619606484, 0.962494495278172, 0.998369031064481, 0.8653757491931766, nan, 0.8462280399586635, 0.941108545034642, nan, 0.9668397192161451, nan, nan, nan, nan, 0.9606834923002446, nan, nan, nan, nan, nan, 0.8842786683107275, nan, nan, 0.5826349312772376, 0.7052981840693355, nan, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.9691165131285256, nan, nan, 0.9887498600095702, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7120547298891248, 0.9867052809578417, nan, nan, 0.9115766262403528, nan, 0.8724925521350546, nan, nan, 0.8030566672466795, 0.8479582971329279, nan, nan, 0.878283388827229, nan, nan, nan, nan, nan, nan, 0.9743375756311288, 0.0, nan, 0.9709762379913677, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14576802507836992, nan, nan, 0.0, nan, nan, 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, 0.9249528544488257, nan, nan, nan, 0.20413550373955125, 0.8283914982944109, nan, nan, 0.928672032193159, 0.8125094501285217, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0294        | 94.0  | 1880 | 0.2178          | 0.6156   | 0.7465        | 0.9425           | [0.8710979112887598, 0.9778437211107763, 0.9602493434349065, 0.9267066427187487, 0.24373078237102835, 0.9680432441388451, 0.983342465240216, nan, 0.705094717622296, nan, 0.8481425221584792, 0.8827269747623729, 0.9196342404941131, 0.7686095931997571, 0.4578819950960613, 0.9127661049857846, 0.975693463436105, 0.5940451416680006, nan, 0.8010089503661514, 0.4263322884012539, nan, 0.9261801372741281, nan, 0.0, nan, nan, 0.9213295703982439, nan, nan, nan, nan, nan, 0.6800988914084152, nan, nan, 0.55888, 0.702054794520548, 0.0, nan, nan, 0.0, 0.0, 0.21066666666666667, nan, nan, nan, 0.8658456962530379, nan, nan, 0.9699962058430017, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3458411507191995, nan, 0.6733907524932004, 0.8891105045839457, nan, nan, 0.828577150295384, 0.0, 0.8381412348257408, nan, nan, 0.7731886692206594, 0.8436510221710337, nan, nan, 0.861675392670157, nan, nan, nan, nan, nan, nan, 0.820476858345021, 0.0, nan, 0.9675278118278327, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12617096018735363, nan, nan, 0.0, nan, nan, 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, 0.6886870355078447, nan, nan, nan, 0.9224407593092514, nan, nan, nan, 0.21862667719021311, 0.8125, 0.0, nan, 0.9054187192118227, 0.7778490379871732, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                                           | [0.9601164193309208, 0.9876500539084948, 0.996315024125851, 0.9674271308931056, 0.2593238822246456, 0.9935169833779705, 0.990981212038265, nan, 0.7448863408034506, nan, 0.9996349794024091, 0.9773552039483234, 0.9445187828327882, 0.8478333668207086, 0.46479938247294383, 0.966115378969516, 0.9982807883422236, 0.8554633471645919, nan, 0.8477781605235962, 0.9422632794457275, nan, 0.9669494004094764, nan, nan, nan, nan, 0.9610367521032042, nan, nan, nan, nan, nan, 0.887566789971229, nan, nan, 0.585484411666108, 0.7032862154354107, nan, nan, nan, 0.0, nan, 0.21066666666666667, nan, nan, nan, 0.9687309768272392, nan, nan, 0.9890858370409586, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7008728473696627, 0.9877354273163715, nan, nan, 0.912348401323043, nan, 0.8501820589208872, nan, nan, 0.8018676410881039, 0.8485375036200405, nan, nan, 0.8698271761534803, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9707383858541793, 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, 0.8891464699683878, 0.7387068201948627, nan, nan, nan, 0.9226384364820847, nan, nan, nan, 0.21935767707875056, 0.8152715822618736, nan, nan, 0.9245472837022133, 0.7946676074794617, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0313        | 95.0  | 1900 | 0.2157          | 0.6279   | 0.7476        | 0.9422           | [0.8694681244345772, 0.9781277295643424, 0.9606870247258134, 0.92642325025292, 0.25775850386231197, 0.9671093459103884, 0.9836064038947664, nan, 0.7010461288149381, nan, 0.8548303182554665, 0.883655235842859, 0.9229220243582901, 0.7706326953553578, 0.433197249344158, 0.9134826526130874, 0.9757341461601368, 0.5947596849381128, nan, 0.8011308562197093, 0.4369296833064949, nan, 0.9267678533958174, nan, 0.0, nan, nan, 0.9212764356137578, nan, nan, nan, nan, nan, 0.679515037002047, nan, nan, 0.5611827618748034, 0.7034500514933059, 0.0, nan, nan, 0.0, nan, 0.22311111111111112, nan, nan, nan, 0.8673984951473955, nan, nan, 0.9695080525916158, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3625694873378629, nan, 0.6771282144314935, 0.8905449874179527, nan, nan, 0.8248610007942812, 0.0, 0.84876523098977, nan, nan, 0.7765303842716711, 0.8431203223949338, nan, nan, 0.866802635707562, nan, nan, nan, nan, nan, nan, 0.8208771929824561, 0.0, nan, 0.9679580945993606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0748742231429417, nan, nan, 0.0, nan, nan, 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, 0.6954397394136808, nan, nan, nan, 0.9224507283633248, nan, nan, nan, 0.21997194459056638, 0.8255419169495952, 0.0, nan, 0.9055899400726987, 0.7891673243883188, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9604118942487523, 0.9878460847988362, 0.9959944477493555, 0.9666594077458837, 0.2765539803707743, 0.9937507970922076, 0.9916324902898188, nan, 0.7387780799164133, nan, 0.9995828336027534, 0.9762665118304543, 0.9426355436614134, 0.8467617708124037, 0.4396257029883899, 0.9668738073102706, 0.9984055452943807, 0.8529276164130936, nan, 0.8541164312779883, 0.9399538106235565, nan, 0.9688505410938871, nan, nan, nan, nan, 0.9609451662283628, nan, nan, nan, nan, nan, 0.8868886148787505, nan, nan, 0.5980556486758297, 0.7047565002063557, nan, nan, nan, 0.0, nan, 0.22311111111111112, nan, nan, nan, 0.9684266060630656, nan, nan, 0.9879760947251606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4855252274607113, nan, 0.704411417787214, 0.9836342786059982, nan, nan, 0.915986769570011, nan, 0.8623634558093347, nan, nan, 0.8063917406182936, 0.8482479003764842, nan, nan, 0.876010781671159, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9712430964867499, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07931034482758621, nan, nan, 0.0, nan, nan, 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, 0.9227670152580147, nan, nan, nan, 0.22076550813902332, 0.829441091577014, nan, nan, 0.927364185110664, 0.8063101658182551, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0272        | 96.0  | 1920 | 0.2180          | 0.6272   | 0.7464        | 0.9421           | [0.8691527802139976, 0.9785377877097258, 0.9603828248062065, 0.9257213383173075, 0.24600246002460024, 0.9664435077279114, 0.9835711946095176, nan, 0.7011954222210894, nan, 0.8435959868575452, 0.8829766216661179, 0.925239336435166, 0.7702743809697633, 0.4370729283140763, 0.9129981946951812, 0.9757098626820571, 0.5956770502225047, nan, 0.8011224358147336, 0.4396082698585419, nan, 0.926262767594795, nan, 0.0, nan, nan, 0.9233690067420236, nan, nan, nan, nan, nan, 0.681444602497234, nan, nan, 0.5648854961832062, 0.7027110527535336, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8634918340800694, nan, nan, 0.9697299021904943, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3445859872611465, nan, 0.6765211879753712, 0.8921718368708415, nan, nan, 0.8258237395791981, 0.0, 0.8540811673506612, nan, nan, 0.7737293581826818, 0.8346297896859695, nan, nan, 0.8700762720718838, nan, nan, nan, nan, nan, nan, 0.8213783403656821, 0.0, nan, 0.9677361534325147, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08242886476972719, nan, nan, 0.0, nan, nan, 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, 0.6824877250409165, nan, nan, nan, 0.9157881203394189, nan, nan, nan, 0.2175934046658481, 0.817398119122257, 0.0, nan, 0.9066117323916029, 0.7954556656316231, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9596095747153149, 0.9871496592673603, 0.996405909181043, 0.9661832717555392, 0.2617230098146129, 0.9941759129362752, 0.9920147623070352, nan, 0.7370098991333235, nan, 0.9996871252020649, 0.9731455944258963, 0.9411735553573198, 0.8479673163217467, 0.4433592211597536, 0.9650878308949454, 0.9982381884073406, 0.863992623328723, nan, 0.8555976575955908, 0.9330254041570438, nan, 0.9681193331383445, nan, nan, nan, nan, 0.9640460022765632, nan, nan, nan, nan, nan, 0.886046033703247, nan, nan, 0.5953737847804224, 0.704034255055716, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9698470029625421, nan, nan, 0.9902261227232465, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44747725392886684, nan, 0.7050247699929229, 0.9877548640401174, nan, nan, 0.91742006615215, nan, 0.8679907315458457, nan, nan, 0.8030566672466795, 0.8389805965826818, nan, nan, 0.8802388880080334, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.9709530329048127, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08808777429467085, nan, nan, 0.0, nan, nan, 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, 0.9158666209497686, nan, nan, nan, 0.21830180378354597, 0.82104434531619, nan, nan, 0.9297786720321931, 0.8134166624666096, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0358        | 97.0  | 1940 | 0.2203          | 0.6268   | 0.7468        | 0.9413           | [0.8667706524324076, 0.9788105476839376, 0.9603470825029828, 0.9252487637036854, 0.25049269452939177, 0.9667342044326828, 0.9835600668267138, nan, 0.6951745432275186, nan, 0.8428889670535819, 0.8850422832980972, 0.921143575243481, 0.7692962715163312, 0.394693509802094, 0.9127507461650587, 0.975705937458179, 0.593263025342358, nan, 0.8040344883683097, 0.43712898003237993, nan, 0.9269436762698218, nan, 0.0, nan, nan, 0.9229101934449233, nan, nan, nan, nan, nan, 0.6798893133971669, nan, nan, 0.5646702771583306, 0.7010763209393346, 0.0, nan, nan, 0.0, nan, 0.24177777777777779, nan, nan, nan, 0.8630989982853533, nan, nan, 0.9702822291317866, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3568796068796069, nan, 0.6772532188841202, 0.8934443544695982, nan, nan, 0.8262119559829484, 0.0, 0.8640239536548852, nan, nan, 0.7753443025951895, 0.829057365234938, nan, nan, 0.8696969696969697, nan, nan, nan, nan, nan, nan, 0.8193763139453398, 0.0, nan, 0.9671965259426735, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09840425531914894, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8805057955742888, 0.679835390946502, nan, nan, nan, 0.9149775016070281, nan, nan, nan, 0.22212482468443198, 0.8251565762004175, 0.0, nan, 0.9079268888671684, 0.7813994772917797, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9599559554242334, 0.9875056100945591, 0.9961910899596801, 0.9647474818311673, 0.26797528171573975, 0.9938995876376313, 0.9918967771165363, nan, 0.7298434088382248, nan, 0.9996697432688464, 0.9722746407316011, 0.9444940033700069, 0.847096644564999, 0.4002583531561619, 0.9651612271859862, 0.9983173025721233, 0.8688335638543108, nan, 0.8512573200137789, 0.9353348729792148, nan, 0.9681193331383445, nan, nan, nan, nan, 0.963784328348445, nan, nan, nan, nan, nan, 0.8886765310316481, nan, nan, 0.5942004693261816, 0.702306025588114, nan, nan, nan, 0.0, nan, 0.24177777777777779, nan, nan, nan, 0.9703339961852198, nan, nan, 0.9912544160617384, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48056244830438377, nan, 0.7072894550601557, 0.9864720402728916, nan, nan, 0.9188533627342889, nan, 0.8787818603111552, nan, nan, 0.8049127080795777, 0.8328989284679988, nan, nan, 0.879763226045135, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9703555019260222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438871473354232, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8805057955742888, 0.7316209034543845, nan, nan, nan, 0.9150951482941883, nan, nan, nan, 0.22296524417069952, 0.8297034898976646, nan, nan, 0.9345070422535211, 0.7986492616299582, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0094        | 98.0  | 1960 | 0.2192          | 0.6399   | 0.7481        | 0.9418           | [0.8683307516618989, 0.9781646669255769, 0.9602976521349946, 0.9259917508983732, 0.24664349485449466, 0.966499266331866, 0.9833601692535245, nan, 0.7047768107090141, nan, 0.8476754812652929, 0.8831996845011174, 0.9232748367678827, 0.7646590769984086, 0.41177658038168297, 0.9126312381480968, 0.9757201572658113, 0.5931962025316456, nan, 0.8037802907915994, 0.42692509167103193, nan, 0.9273019871256647, nan, 0.0, nan, nan, 0.922998049317261, nan, nan, nan, nan, nan, 0.6794756801837952, nan, nan, 0.5670152470663367, 0.7035969000231725, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8639567669172933, nan, nan, 0.9690713431646074, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3424317617866005, nan, 0.6763498579096937, 0.8914826720064639, nan, nan, 0.8272106149123676, 0.0, 0.8548807506842174, nan, nan, 0.7732863692273286, 0.8361175115207373, nan, nan, 0.867357079345154, nan, nan, nan, nan, nan, nan, 0.8204589245051673, 0.0, nan, 0.9673528391349601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12514619883040937, nan, nan, 0.0, nan, nan, 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, 0.22168653576437589, 0.8224079394097675, 0.0, nan, 0.9044305038227799, 0.8016064652835954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9596936799353718, 0.9874746578487157, 0.9962984995703615, 0.9653786388416239, 0.26310432569974557, 0.9940483781830549, 0.9914956274688401, nan, 0.7419259775226715, nan, 0.9996002155359719, 0.9752503991871099, 0.9425612052730696, 0.8367155582345456, 0.41774445092077694, 0.9655037432108431, 0.9983051311621567, 0.8642231443061319, nan, 0.8569410954185326, 0.941108545034642, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9657599665057373, nan, nan, nan, nan, nan, 0.8873818331278257, nan, nan, 0.5952899765336909, 0.7048854725546843, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9699484598839333, nan, nan, 0.9901752171124302, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.456575682382134, nan, 0.7074309978768577, 0.9864720402728916, nan, nan, 0.9210584343991179, nan, 0.8685203574975173, 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, 0.1341692789968652, nan, nan, 0.0, nan, nan, 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, 0.22252529696436427, 0.8262923117292049, nan, nan, 0.9282696177062374, 0.8198679502041227, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0289        | 99.0  | 1980 | 0.2196          | 0.6276   | 0.7470        | 0.9419           | [0.8688042207392105, 0.978883213432935, 0.9604697365339485, 0.9255546437263003, 0.2485864159683902, 0.9668768737723561, 0.9835718765503749, nan, 0.703681566732371, nan, 0.8439040854660719, 0.8840503326964886, 0.9217943436008046, 0.7697360418440579, 0.42132074299558925, 0.9135719577699574, 0.975721673551077, 0.5945471938775511, nan, 0.8042491080116769, 0.43726440495422725, nan, 0.9274515293623574, nan, 0.0, nan, nan, 0.9220969376900647, nan, nan, nan, nan, nan, 0.6825477223083984, nan, nan, 0.5630975143403442, 0.7031306317903301, 0.0, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.8630948082894072, nan, nan, 0.9699630268180142, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3386683738796415, nan, 0.6773129743404409, 0.8921434581405132, nan, nan, 0.8270879011361372, 0.0, 0.8579053570266224, nan, nan, 0.773250936748504, 0.8340535868625756, nan, nan, 0.8706509246682688, nan, nan, nan, nan, nan, nan, 0.8219803370786517, 0.0, nan, 0.9675971968452945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10971695360373504, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8878819810326659, 0.6881632653061225, nan, nan, nan, 0.9149528706083976, nan, nan, nan, 0.225124923292715, 0.8215778474399164, 0.0, nan, 0.9079502009606901, 0.7788082083662194, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9596516273253434, 0.9876294190779326, 0.9961976997818759, 0.9657735733452428, 0.265285350781534, 0.9939846108064447, 0.9917740725184175, nan, 0.7412160261476431, nan, 0.9995828336027534, 0.973943968645667, 0.9425116463475072, 0.8476324425691514, 0.42735392807070055, 0.9653814160591084, 0.998369031064481, 0.859612724757953, nan, 0.8541164312779883, 0.9376443418013857, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9640329185801573, nan, nan, nan, nan, nan, 0.8861898890258939, nan, nan, 0.5923566878980892, 0.704472761040033, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9701716651109938, nan, nan, 0.9909184390303499, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43755169561621177, nan, 0.707383816937957, 0.9892320550448016, nan, nan, 0.9149944873208379, nan, 0.8725587553790136, nan, nan, 0.801954643002146, 0.838401390095569, nan, nan, 0.8808202526293536, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9708080011138441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11786833855799372, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8878819810326659, 0.7466784765279008, nan, nan, nan, 0.9152665866620949, nan, nan, nan, 0.22595688517377915, 0.8252427184466019, nan, nan, 0.9317907444668008, 0.7957260218738975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0231        | 100.0 | 2000 | 0.2162          | 0.6275   | 0.7470        | 0.9419           | [0.8685218749687071, 0.9788782456158296, 0.9606716149161357, 0.9253138334602241, 0.24566552901023891, 0.9673287812952618, 0.9833229666973768, nan, 0.6997756475627167, nan, 0.8422355336194145, 0.8849884526558891, 0.9198037983859276, 0.7675987245523669, 0.4259095355662179, 0.9140075841657418, 0.9757245751875003, 0.5952880426012587, nan, 0.8031902797180078, 0.43475935828877005, nan, 0.9271270640917996, nan, 0.0, nan, nan, 0.9220219140987388, nan, nan, nan, nan, nan, 0.6804193386143593, nan, nan, 0.5649463383838383, 0.7019282753649306, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8639147321831813, nan, nan, 0.9696930423599549, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919627154414351, nan, nan, 0.8257598257598258, 0.0, 0.8610134166992315, nan, nan, 0.7764935790061418, 0.8315092165898618, nan, nan, 0.869378791047898, nan, nan, nan, nan, nan, nan, 0.8238296374516015, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09776864357017029, nan, nan, 0.0, nan, nan, 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, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.2217741935483871, 0.8228541612314114, 0.0, nan, 0.9068718753063425, 0.777870955011839, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9598309042417804, 0.9873921185264668, 0.9962340538039527, 0.9644669676042977, 0.26165030897855324, 0.9937295413000042, 0.9923073655794724, nan, 0.7353488808219362, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4320956536807448, 0.9670939961833929, 0.998369031064481, 0.8503918856615952, nan, 0.8516362383740957, 0.9387990762124712, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8896629675297986, nan, nan, 0.5999832383506537, 0.7032862154354107, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9902872094562263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.9196251378169791, nan, 0.8752068851373718, nan, nan, 0.8066237457224059, 0.8360845641471184, nan, nan, 0.8787061994609164, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438871473354232, nan, nan, 0.0, nan, nan, 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, 0.9157380421738385, nan, nan, nan, 0.22261328640563133, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7947684088503604, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]            |


### Framework versions

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

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

pls-gelu-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: 0.2162
* Mean Iou: 0.6275
* Mean Accuracy: 0.7470
* Overall Accuracy: 0.9419
* Per Category Iou: [0.8685218749687071, 0.9788782456158296, 0.9606716149161357, 0.9253138334602241, 0.24566552901023891, 0.9673287812952618, 0.9833229666973768, nan, 0.6997756475627167, nan, 0.8422355336194145, 0.8849884526558891, 0.9198037983859276, 0.7675987245523669, 0.4259095355662179, 0.9140075841657418, 0.9757245751875003, 0.5952880426012587, nan, 0.8031902797180078, 0.43475935828877005, nan, 0.9271270640917996, nan, 0.0, nan, nan, 0.9220219140987388, nan, nan, nan, nan, nan, 0.6804193386143593, nan, nan, 0.5649463383838383, 0.7019282753649306, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8639147321831813, nan, nan, 0.9696930423599549, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919627154414351, nan, nan, 0.8257598257598258, 0.0, 0.8610134166992315, nan, nan, 0.7764935790061418, 0.8315092165898618, nan, nan, 0.869378791047898, nan, nan, nan, nan, nan, nan, 0.8238296374516015, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09776864357017029, nan, nan, 0.0, nan, nan, 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, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.2217741935483871, 0.8228541612314114, 0.0, nan, 0.9068718753063425, 0.777870955011839, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
* Per Category Accuracy: [0.9598309042417804, 0.9873921185264668, 0.9962340538039527, 0.9644669676042977, 0.26165030897855324, 0.9937295413000042, 0.9923073655794724, nan, 0.7353488808219362, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4320956536807448, 0.9670939961833929, 0.998369031064481, 0.8503918856615952, nan, 0.8516362383740957, 0.9387990762124712, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8896629675297986, nan, nan, 0.5999832383506537, 0.7032862154354107, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9902872094562263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.9196251378169791, nan, 0.8752068851373718, nan, nan, 0.8066237457224059, 0.8360845641471184, nan, nan, 0.8787061994609164, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438871473354232, nan, nan, 0.0, nan, nan, 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, 0.9157380421738385, nan, nan, nan, 0.22261328640563133, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7947684088503604, 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