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

This model is a fine-tuned version of [nvidia/segformer-b5-finetuned-ade-640-640](https://huggingface.co/nvidia/segformer-b5-finetuned-ade-640-640) on the scene_parse_150 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2163
- Mean Iou: 0.6274
- Mean Accuracy: 0.7469
- Overall Accuracy: 0.9419
- Per Category Iou: [0.8684873785493918, 0.9788783536367077, 0.9606746765249538, 0.9253261470034138, 0.24575056317837396, 0.9673487967886776, 0.9833182900195018, nan, 0.6999681305373191, nan, 0.8421985296271345, 0.8849884526558891, 0.9198704782156925, 0.7676457962838045, 0.4250865669787736, 0.913969296217516, 0.975721673551077, 0.5951919974185221, nan, 0.8030401455112381, 0.43452699091394975, nan, 0.9271970333053456, nan, 0.0, nan, nan, 0.9219833260201843, nan, nan, nan, nan, nan, 0.6805249921408362, nan, nan, 0.5647782862553259, 0.7019797646937672, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638416242187782, nan, nan, 0.9697628281176788, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919470287191572, nan, nan, 0.8262032085561497, 0.0, 0.8612829697167047, nan, nan, 0.7763477484016863, 0.8315092165898618, nan, nan, 0.8693196674162004, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09632892804698973, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.22186185133239833, 0.8225932689799113, 0.0, nan, 0.9068718753063425, 0.7773776637726914, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.9598187311178248, 0.9873972772341073, 0.9962340538039527, 0.9644558946742897, 0.2617230098146129, 0.9937295413000042, 0.9923026461718525, nan, 0.7355230198384526, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4312607318955875, 0.9671429270440867, 0.998369031064481, 0.8503918856615952, nan, 0.8516706854977609, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622012010833301, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998994301039222, 0.703337804374742, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9704151617223327, nan, nan, 0.9903584773113693, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.919845644983462, nan, 0.8755379013571665, nan, nan, 0.8064497418943217, 0.8360845641471184, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10282131661442007, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.7387068201948627, nan, nan, nan, 0.9157380421738385, nan, nan, nan, 0.22270127584689836, 0.8273419050118079, nan, nan, 0.9306841046277666, 0.7942644019958671, 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           | [0.9135672941275217, 0.9825519725750829, 0.9682770522478501, 0.9110306258322237, 0.19175221854880808, 0.9731929353526031, 0.9846199197072778, nan, 0.8321642999001251, nan, 0.8806729926333758, 0.8467248339627556, 0.9136873281150836, 0.5747675962815405, 0.9107026007030572, 0.8487774294670847, 0.9760582258241872, 0.5338296112489661, nan, 0.7846778120434994, 0.5497866287339972, nan, 0.9038519968940955, nan, 0.0, nan, nan, 0.8969033840968513, nan, nan, nan, nan, nan, 0.6853440347797007, 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, 0.7515366153485922, 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, 0.9470110295560702, nan, nan, nan, nan, nan, 0.8423140156185779, nan, nan, 0.7254441837076768, 0.9476888155179529, nan, nan, nan, 0.0, nan, 0.4391111111111111, nan, nan, nan, 0.9596404366705896, nan, nan, 0.997851783223547, nan, 0.09659980082515293, nan, nan, nan, nan, nan, nan, 0.7675765095119934, nan, 0.9265864590705355, 0.9981535112441446, nan, nan, 0.9318632855567806, nan, 0.8921549155908639, nan, nan, 0.9279334145351198, 0.8233420214306401, nan, nan, 0.9229956133396755, nan, nan, nan, nan, nan, nan, 0.9029835176298769, 0.0, nan, 0.9958636933215761, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7912225705329153, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9924130663856692, 0.271036315323295, nan, nan, nan, 0.9951568661066347, nan, nan, nan, 0.4841179058512978, 0.8352138546313304, nan, nan, 0.9261569416498994, 0.9688019757068697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]      |
| 0.1831        | 2.0   | 40   | 0.1248          | 0.6877   | 0.7875        | 0.9584           | [0.9172140194839473, 0.9821494521728426, 0.9682313648143698, 0.9109209291746041, 0.17895339954163483, 0.9708509835171748, 0.9844997563444166, nan, 0.8506306218224482, nan, 0.8806148748159057, 0.8446081281902177, 0.9194248052726184, 0.6330935251798561, 0.917229910135331, 0.8438263604105136, 0.9748195031586947, 0.5588631012445341, nan, 0.7910762833839757, 0.5737963693764798, nan, 0.9132947976878613, nan, 0.0, nan, nan, 0.9044381750164676, nan, nan, nan, nan, nan, 0.7094443992516066, nan, nan, 0.6580006439150032, 0.891798382078407, 0.0, nan, nan, 0.0, nan, 0.48442622950819675, nan, nan, nan, 0.9011837166778943, nan, nan, 0.9890751724972764, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.413867047891351, nan, 0.7979035120300442, 0.8356403928810734, nan, nan, 0.8065164923572004, nan, 0.9018156512937306, nan, nan, 0.868433236199243, 0.6597161888213148, nan, nan, 0.8863738795132455, nan, nan, nan, nan, nan, nan, 0.7635009310986964, 0.0, nan, 0.9807468111370182, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7605790645879733, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9159864622735417, 0.3029229406554473, nan, nan, nan, 0.9808758197588322, nan, nan, nan, 0.3184564917127072, 0.8988336713995944, 0.0, nan, 0.8979420802681813, 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, 0.6601031411157994, 0.9470533562280439, 0.9715956353672262, 0.9991693012697823, 0.7660212079299217, nan, 0.8519807096107475, 0.8394919168591224, nan, 0.9762357414448669, nan, nan, nan, nan, 0.9521267548507805, nan, nan, nan, nan, nan, 0.8961364570489108, nan, nan, 0.6851324170298357, 0.9241642591828312, nan, nan, nan, 0.0, nan, 0.5253333333333333, nan, nan, nan, 0.9500629032912625, nan, nan, 0.998248846987915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47890818858560796, nan, 0.9121962727058268, 0.993838558572567, nan, nan, 0.8842337375964718, nan, 0.9437272426348892, nan, nan, 0.9247723449915898, 0.6597161888213148, nan, nan, 0.9354685270334548, nan, nan, nan, nan, nan, nan, 0.9409555601919466, 0.0, nan, 0.9955852322829164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8564263322884013, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9696522655426765, 0.3029229406554473, nan, nan, nan, 0.9936139207954741, nan, nan, nan, 0.3245930488341399, 0.9302020467069011, nan, nan, 0.9701207243460764, 0.9550425885792047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.1655        | 3.0   | 60   | 0.1231          | 0.6705   | 0.7841        | 0.9596           | [0.9221198627730325, 0.9816427249944908, 0.9677609064133385, 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, 0.9237793817786062, nan, nan, nan, nan, nan, 0.6821855650612091, nan, nan, 0.6447014743015395, 0.8380763962867144, 0.0, nan, nan, 0.0, nan, 0.43739279588336194, nan, nan, nan, 0.9041428489494714, nan, nan, 0.9903678023832867, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2640877246420956, nan, 0.7677694337324944, 0.8654748913024649, 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, 0.9661786447907262, nan, nan, nan, nan, nan, 0.8898273736128237, nan, nan, 0.6633422728796513, 0.8523008666941808, nan, nan, nan, 0.0, nan, 0.4533333333333333, nan, nan, nan, 0.9596404366705896, nan, nan, 0.9976074362916281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.71712158808933, nan, 0.8923802783675395, 0.9711170285136738, nan, nan, 0.9031973539140022, nan, 0.9259847732538894, nan, nan, 0.9372716199756395, 0.6017955401100492, nan, nan, 0.9049733100787485, nan, nan, nan, nan, nan, nan, 0.9127894846651367, 0.0, nan, 0.9944771893999165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6407523510971787, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9626975763962066, 0.39681133746678476, nan, nan, nan, 0.989670838333619, nan, nan, nan, 0.3446546414430268, 0.8475465757019155, nan, nan, 0.9585513078470825, 0.9536313693866236, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0718        | 4.0   | 80   | 0.1275          | 0.6694   | 0.7799        | 0.9578           | [0.9134599769265975, 0.9805005224446312, 0.9674469858944971, 0.9272356655326462, 0.1936352682684811, 0.9758118795221269, 0.9829411626981339, nan, 0.7762851811140367, nan, 0.8531686534150795, 0.8562007810999424, 0.9227758357540249, 0.7198100407055631, 0.9047094838116206, 0.8656481542193954, 0.9754753072280017, 0.6145045211293597, nan, 0.8196726471514006, 0.6182634730538922, nan, 0.9099145124484861, nan, 0.0, nan, nan, 0.9272715831865089, nan, nan, nan, nan, nan, 0.6974937945391945, nan, nan, 0.6409921671018277, 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, 0.7633354551241247, 0.8615868996081518, nan, nan, 0.8135490394337714, nan, 0.8869330592316588, nan, nan, 0.8970246078887582, 0.6938893715609615, nan, nan, 0.8847610275304473, nan, nan, nan, nan, nan, nan, 0.7708590580349268, 0.0, nan, 0.981798333812123, 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, 0.9952045739969595, 0.9637287722704305, 0.19861868411486733, 0.9861412234833993, 0.990660292320108, nan, 0.8135640898557325, nan, 0.9989744659401019, 0.9706053128175351, 0.9288581623550402, 0.7816623133078829, 0.9450999543156005, 0.9689778343201056, 0.9977726319761197, 0.7676348547717843, nan, 0.897037547364795, 0.953810623556582, nan, 0.9767475870137468, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.895088368269626, nan, nan, 0.6583975863224941, 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           | [0.9193194668128705, 0.981836786902021, 0.9689512690175291, 0.9294800727727557, 0.23053002556837812, 0.9760735423750158, 0.9862021402868416, nan, 0.8376392393378054, nan, 0.8520617868324604, 0.8994162249211568, 0.9333154728561338, 0.7228494293778378, 0.8926554516389279, 0.8837785246771626, 0.9753755181481867, 0.6558861578266494, nan, 0.8289918536883795, 0.5458064516129032, nan, 0.9126838235294118, nan, 0.0, nan, nan, 0.9274796707157916, 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, 0.843969757997953, nan, nan, 0.8356548752379998, nan, 0.8767678066340961, nan, nan, 0.8803390576838397, 0.8221836084564147, nan, nan, 0.8850071297616623, nan, nan, nan, nan, nan, nan, 0.7531624500665779, 0.011428571428571429, nan, 0.9824606699025784, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5639121015165584, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9169781625024592, 0.5326855123674912, nan, nan, nan, 0.9833693945950532, nan, nan, nan, 0.3407927834157342, 0.8794125225457357, 0.0, nan, 0.9138204924543288, 0.9362483474514028, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9500702721246528, 0.989955996223826, 0.9931654438495604, 0.9654782952116959, 0.24252998909487458, 0.9885218722101773, 0.9920572369756149, nan, 0.9116043561544747, nan, 0.9981227512123898, 0.9728552765277979, 0.9495737932401626, 0.7890295358649789, 0.9412404102144016, 0.9778343201056907, 0.9988102446757688, 0.818118948824343, nan, 0.8868756458835687, 0.976905311778291, nan, 0.9802208248025739, nan, nan, nan, nan, 0.9670029176642985, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.7258632249413343, 0.9062886917044986, nan, nan, nan, 0.0, nan, 0.38666666666666666, nan, nan, nan, 0.9664989245566332, nan, nan, 0.9989717066615083, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7799834574028123, nan, 0.875583864118896, 0.9937219382300919, nan, nan, 0.9194046306504962, nan, 0.9029460443561734, nan, nan, 0.9276724087929934, 0.8221836084564147, nan, nan, 0.9184503990275356, nan, nan, nan, nan, nan, nan, 0.94408512413937, 0.011428571428571429, nan, 0.9933923516034715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5711598746081504, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9822971548998947, 0.5341009743135519, nan, nan, nan, 0.9934424824275673, nan, nan, nan, 0.3457105147382314, 0.8955654683810024, nan, nan, 0.9259557344064386, 0.9637115064764881, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]   |
| 0.2005        | 6.0   | 120  | 0.1255          | 0.6920   | 0.7891        | 0.9586           | [0.914166338928147, 0.9814738996929375, 0.9679043393140045, 0.924342463970508, 0.2067970728961441, 0.9762269134818976, 0.9853861525802281, nan, 0.7931380795159245, nan, 0.846296678357747, 0.8530493216685685, 0.9107916787055764, 0.7199827149824063, 0.8999691643539932, 0.9036020583190395, 0.9753974149457733, 0.6227132765803296, nan, 0.8113354794654181, 0.6070656092285508, nan, 0.9208300245140352, nan, 0.0, nan, nan, 0.9204013633126462, nan, nan, nan, nan, nan, 0.7021259654431086, 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, 0.4037792143212332, nan, 0.7582358533460092, 0.8781445322588977, nan, nan, 0.7915770058407624, nan, 0.8845300261096606, nan, nan, 0.8753745910428065, 0.8166811468288445, nan, nan, 0.8800826659777835, nan, nan, nan, nan, nan, nan, 0.7717671303451829, 0.0, nan, 0.9818009913187978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.622704004817826, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9111599121581154, 0.42604074402125774, nan, nan, nan, 0.9832710597826086, nan, nan, nan, 0.36163905841325195, 0.851421188630491, 0.0, nan, 0.9150119142176331, 0.9367415566060724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9569049279019067, 0.9893369513069585, 0.9934182695485492, 0.969889012331553, 0.21366775717920755, 0.9898184755345831, 0.9890320966912233, nan, 0.8463022249608187, nan, 0.998209660878483, 0.9766294092030774, 0.9373327386262266, 0.7811265153037305, 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, 0.8654871431941495, 0.9912729110381154, nan, nan, 0.8517089305402425, nan, 0.8971201588877855, nan, nan, 0.923380314366916, 0.8166811468288445, nan, nan, 0.9002695417789758, nan, nan, nan, nan, nan, nan, 0.9376173586480284, 0.0, nan, 0.9939840813106233, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6482758620689655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.961854583772392, 0.42604074402125774, nan, nan, nan, 0.9925424309960569, nan, nan, nan, 0.36498020237571493, 0.8646024665442141, nan, nan, 0.9271629778672033, 0.9687515750214203, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.1192        | 7.0   | 140  | 0.1288          | 0.6815   | 0.8008        | 0.9574           | [0.9089612762354619, 0.9816031335603287, 0.9677470281869162, 0.9303234131439836, 0.23104916231804448, 0.9677582394440349, 0.9850043690278208, nan, 0.8156871057028152, nan, 0.8333091542144204, 0.8777474313955, 0.9190563951345374, 0.7459239953936602, 0.8790098586820498, 0.8849006030824212, 0.9755307322351094, 0.6229286438958404, nan, 0.8013422003583249, 0.5059952038369304, nan, 0.9138001638001638, nan, 0.0, nan, nan, 0.9294357648788029, nan, nan, nan, nan, nan, 0.6957092329113519, nan, nan, 0.6630271382229607, 0.8463598112966977, 0.0, nan, nan, 0.0, nan, 0.43287435456110157, nan, nan, nan, 0.8964015328535377, nan, nan, 0.992072720654405, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.27729157070474436, nan, 0.7707323242969771, 0.8808374978459418, nan, nan, 0.8125062331704398, 0.0, 0.909795451657985, nan, nan, 0.8781498581520832, 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, 0.9193831739215304, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]  | [0.9480827329769927, 0.9889861591874004, 0.9926763170070725, 0.9633153828834647, 0.24463831334060343, 0.9767886749139141, 0.9895181956760788, nan, 0.8763612982733446, nan, 0.9984182440771062, 0.9796777471331107, 0.9267766874814154, 0.8242582546380015, 0.907355188329999, 0.9692469540539218, 0.9986337592312537, 0.8492392807745505, nan, 0.9090251464002755, 0.9745958429561201, nan, 0.9790143316759287, nan, nan, nan, nan, 0.9597152987662074, nan, nan, nan, nan, nan, 0.8933415536374846, nan, nan, 0.7023131076097888, 0.856118448204705, 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, 0.8625147440434064, 0.9935081342688876, nan, nan, 0.8982359426681367, nan, 0.948162859980139, nan, nan, 0.9156371440171683, 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   | 0.7851        | 0.9570           | [0.9085568820925909, 0.9805941628799328, 0.9668668800421186, 0.9271025582782021, 0.19218794225870364, 0.9767836919592299, 0.9850584982714825, nan, 0.7730220166884488, nan, 0.8332584334816834, 0.8907280400949618, 0.9178912653377952, 0.7535005289688219, 0.8453078726554788, 0.8889638879514006, 0.9756129469621736, 0.6255475731557736, nan, 0.8096171142233072, 0.5261669024045261, nan, 0.9182886079437803, nan, 0.0, nan, nan, 0.9221265206195375, nan, nan, nan, nan, nan, 0.7017518735977851, nan, nan, 0.6360315011772347, 0.8379283887468031, 0.0, nan, nan, 0.0, 0.0, 0.36977777777777776, nan, nan, nan, 0.9017427543095283, nan, nan, 0.9924661279543107, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3230769230769231, nan, 0.7699065014133507, 0.8733723569466013, nan, nan, 0.8205051112447385, 0.0, 0.8839024390243903, nan, nan, 0.8889593209127991, 0.7998841587025775, nan, nan, 0.8775066065599254, nan, nan, nan, nan, nan, nan, 0.7707325212748206, 0.0, nan, 0.9810618481381127, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5662437297137799, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9245663574021783, 0.552212389380531, nan, nan, nan, 0.9841174707821396, nan, nan, nan, 0.37340175698008177, 0.8342827550491974, 0.0, nan, 0.899057344854674, 0.9194301154507492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9566205194603986, 0.9874333881875913, 0.9953731244629519, 0.9641310887273882, 0.19745547073791347, 0.9899885218722102, 0.9937798207568986, nan, 0.8239990355377547, nan, 0.9990961394726321, 0.9803309624038322, 0.9379522251957577, 0.8109302792847096, 0.8633248790938736, 0.9666291530068014, 0.9984329309668055, 0.8229598893499308, nan, 0.8682397519807096, 0.859122401847575, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9511062265311195, nan, nan, nan, nan, nan, 0.9063501849568434, nan, nan, 0.6565538048944016, 0.8451042096574495, nan, nan, nan, 0.0, nan, 0.36977777777777776, nan, nan, nan, 0.9659307657968427, nan, nan, 0.997851783223547, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5905707196029777, nan, 0.8352913422977117, 0.9947132111411301, nan, nan, 0.902646085997795, nan, 0.8997020854021847, nan, nan, 0.9354155791427411, 0.7998841587025775, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9636970582098894, 0.0, nan, 0.9893314614563512, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6015673981191223, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9660695468914647, 0.5527015057573074, nan, nan, nan, 0.9852563003600205, nan, nan, nan, 0.3777386713594369, 0.8454473891367095, nan, nan, 0.9211267605633803, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0497        | 9.0   | 180  | 0.1374          | 0.6811   | 0.7752        | 0.9544           | [0.906116536875474, 0.980497969925197, 0.9665672082575625, 0.9217380648097897, 0.19951713500100596, 0.9776169358212702, 0.9847412514793314, nan, 0.7843290348579488, nan, 0.8318733982944098, 0.8755630998237253, 0.8417262989466199, 0.6910828025477707, 0.801966616833377, 0.9220402190332326, 0.9754015303469281, 0.6882621951219512, nan, 0.7053216838760922, 0.5472242249459265, nan, 0.914339429157409, nan, 0.0, nan, nan, 0.9269782531555736, nan, nan, nan, nan, nan, 0.6957841859282103, nan, nan, 0.6682883321170843, 0.8634604045427744, 0.0, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9047373349385618, nan, nan, 0.9904402337953382, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40131219245489336, nan, 0.7548317977287337, 0.8564394445186273, nan, nan, 0.809762074951496, nan, 0.8202225130890053, nan, nan, 0.8817861724486176, 0.8077034462785984, nan, nan, 0.8848767833981842, nan, nan, nan, nan, nan, nan, 0.7758881966661054, 0.0, nan, 0.9805697320498731, 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, 0.503985828166519, nan, nan, nan, 0.9854590422583259, nan, nan, nan, 0.3745854424855996, 0.8316035288012454, 0.0, nan, 0.8876404494382022, 0.8116704355520598, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9546617531511792, 0.9879131479981635, 0.995126908586159, 0.9716606811328345, 0.21628498727735368, 0.9933681928325468, 0.9935155339301811, nan, 0.834286632821186, nan, 0.9986789730753854, 0.9733633328494702, 0.9385469323025076, 0.7266760431317393, 0.8197041541297122, 0.9557420365024221, 0.9988072018232772, 0.8326417704011065, nan, 0.7341370995521874, 0.8764434180138568, nan, 0.977954080140392, nan, nan, nan, nan, 0.9570200573065902, nan, nan, nan, nan, nan, 0.8994862309905467, nan, nan, 0.6907475695608448, 0.8687835328105654, nan, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9606752972687796, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6071133167907361, nan, 0.8310450577966502, 0.9973177321230733, nan, nan, 0.8743109151047409, nan, 0.8297252565375703, nan, nan, 0.936894611681457, 0.8077034462785984, nan, nan, 0.9014322710216162, nan, nan, nan, nan, nan, nan, 0.9614020446484457, 0.0, nan, 0.9886759177611733, 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, 0.503985828166519, nan, nan, nan, 0.990485170581176, nan, nan, nan, 0.3776506819181698, 0.8409866176856469, nan, nan, 0.8980885311871227, 0.8321657174537573, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0527        | 10.0  | 200  | 0.1350          | 0.6822   | 0.7807        | 0.9551           | [0.9046801687569404, 0.9805004808380906, 0.9672753416659563, 0.9239262582383596, 0.24715414490424534, 0.978052874527906, 0.9846109922820944, nan, 0.7921006834976922, nan, 0.8393783898367031, 0.8700708114077828, 0.9033288174956454, 0.7192718141870684, 0.8129177318508024, 0.8857762475406904, 0.9754204552207761, 0.615257048092869, nan, 0.8070427481403442, 0.5448480355819125, nan, 0.9210872121170205, nan, 0.0, nan, nan, 0.9245882397968948, nan, nan, nan, nan, nan, 0.7017439524230491, nan, nan, 0.6350376792804473, 0.8231855820750121, 0.0, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9026010904134484, nan, nan, 0.9899655095907541, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19953749587049885, nan, 0.7552127841394634, 0.8612800268772047, nan, nan, 0.8352112676056338, nan, 0.8816652594661297, nan, nan, 0.8621966723785308, 0.8042282073559224, nan, nan, 0.8887507124721488, nan, nan, nan, nan, nan, nan, 0.7759663865546218, 0.0, nan, 0.9810499565919819, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5232288037166086, nan, nan, 0.0, nan, nan, 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, 0.6080617495711835, nan, nan, nan, 0.9858134878370894, nan, nan, nan, 0.3101421301982804, 0.8357512953367876, 0.0, nan, 0.8996563573883162, 0.849879411330413, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9565674003740469, 0.9888210805429024, 0.9937652852138278, 0.9593069822205654, 0.2683387858960378, 0.9908174977681418, 0.9928265004176676, nan, 0.8413861465714707, nan, 0.9980010776798596, 0.9720569023080273, 0.9252651402517593, 0.7673966914473244, 0.8315505915342082, 0.9692958849146156, 0.9988711017256017, 0.855232826187183, nan, 0.8707888391319325, 0.848729792147806, nan, 0.9738227551915765, nan, nan, nan, nan, 0.9482016459290079, nan, nan, nan, nan, nan, 0.8972256473489519, nan, nan, 0.6568052296345961, 0.8282604209657449, 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, 0.49958643507030603, nan, 0.8339230950695918, 0.9965596998969853, nan, nan, 0.9153252480705623, nan, 0.8987090367428004, nan, nan, 0.9047039034858767, 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, 0.5648902821316615, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9679662802950474, 0.6279893711248893, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.3110426748790145, 0.8464969824193125, nan, nan, 0.921830985915493, 0.8702686356534449, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0863        | 11.0  | 220  | 0.1323          | 0.6724   | 0.7847        | 0.9565           | [0.9088647963888652, 0.9804408981637768, 0.9673340561688217, 0.9204203415011896, 0.2630204846699692, 0.9767514988889354, 0.9848501133204047, nan, 0.8020974971042957, nan, 0.8437972935247359, 0.8873749341758821, 0.8999346768925556, 0.751728320194057, 0.8247366622129696, 0.8947620023219286, 0.9754932842030192, 0.5885909161370331, nan, 0.7984413744243712, 0.5450236966824644, nan, 0.9236720674461367, nan, 0.0, nan, nan, 0.9237285973104697, nan, nan, nan, nan, nan, 0.6995030975735673, nan, nan, 0.6091535034426894, 0.9022435076576346, 0.0, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.8985278060167928, nan, nan, 0.9914210361448218, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22548742582650466, nan, 0.7615060908084164, 0.8649387927395525, nan, nan, 0.7891766602841882, 0.0, 0.8779905848971432, nan, nan, 0.8595292751057887, 0.8492476851851852, nan, nan, 0.8881318909923029, nan, nan, nan, nan, nan, nan, 0.7906049575316346, 0.0, nan, 0.9808218862888567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4694749694749695, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9247680516337232, 0.6246786632390745, nan, nan, nan, 0.9832780188920092, nan, nan, nan, 0.33748028736639213, 0.863413374644978, 0.0, nan, 0.8786, 0.9044971462310569, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                           | [0.9543397186901719, 0.9888520327887458, 0.9936545706920484, 0.9695309875946274, 0.2856415848782261, 0.990371126131871, 0.9946293141284905, nan, 0.8534017387111034, nan, 0.998209660878483, 0.9784438960661925, 0.9217216770740411, 0.8302190074341973, 0.8362608106617937, 0.9616382052160297, 0.9988863159880599, 0.8752881512217612, nan, 0.8540819841543231, 0.7967667436489607, nan, 0.9733474700204738, nan, nan, nan, nan, 0.9472596197877824, nan, nan, nan, nan, nan, 0.8910398684751336, nan, nan, 0.6302380154207174, 0.9087133718530747, 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, 0.6600496277915633, nan, 0.8110875206416608, 0.9956656106046765, nan, nan, 0.8633958103638368, nan, 0.9013571665011586, nan, nan, 0.9012818282002204, 0.8499855198378222, nan, nan, 0.9025421489350457, nan, nan, nan, nan, nan, nan, 0.9515960776131859, 0.0, nan, 0.9891748271221051, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48213166144200625, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9662802950474183, 0.645704162976085, nan, nan, nan, 0.9904423109891994, nan, nan, nan, 0.3389353277606687, 0.8774599842561007, nan, nan, 0.8839034205231389, 0.9265158006148884, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.043         | 12.0  | 240  | 0.1393          | 0.6661   | 0.7837        | 0.9533           | [0.9013961569141716, 0.9811649361492872, 0.9664147694047642, 0.9242222974055806, 0.273640547021842, 0.9735057890893919, 0.9865272414667832, nan, 0.7669394435351882, nan, 0.838950873298674, 0.8958471101706124, 0.8963552716264213, 0.7502578101304216, 0.8163252666945361, 0.882056182771802, 0.9755058984340178, 0.5620512820512821, nan, 0.7969360938401384, 0.5044937088076693, nan, 0.9186018425865222, nan, 0.0, nan, nan, 0.9235047619047619, nan, nan, nan, nan, nan, 0.688339770889043, nan, nan, 0.6024507019394628, 0.7985737006823662, 0.0, nan, nan, 0.0, nan, 0.3413333333333333, nan, nan, nan, 0.8693688792165397, nan, nan, 0.9920897439787981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.12437185929648241, nan, 0.737146614069691, 0.8369638042323719, nan, nan, 0.8095715862345741, 0.0, 0.8709615630187716, nan, nan, 0.8054508391276424, 0.8302924992759919, nan, nan, 0.8893141615806351, nan, nan, nan, nan, nan, nan, 0.7927620348241721, 0.0, nan, 0.9797860580798194, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5675675675675675, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9314679643146796, 0.6264020707506471, nan, nan, nan, 0.9830046428419305, nan, nan, nan, 0.3829564306295294, 0.8563322156306422, 0.0, nan, 0.894137125048695, 0.8904581467447468, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9554043137124708, 0.9881194963037859, 0.9940676845792848, 0.9578711922961934, 0.3069429298436932, 0.9919015431705139, 0.9911039166363838, nan, 0.8160154313959251, nan, 0.9985572995428551, 0.9832341413848164, 0.9317821389632273, 0.8283437144196638, 0.8305738905779865, 0.9710084650389, 0.9989289159229428, 0.88427846934071, nan, 0.8565621770582157, 0.9722863741339491, nan, 0.9733109096226967, nan, nan, nan, nan, 0.9515249048161086, nan, nan, nan, nan, nan, 0.8569872585285656, nan, nan, 0.6221924237344955, 0.8029818406933553, 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, 0.8364944028768633, 0.8302924992759919, nan, nan, 0.9087257544527245, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9872662087529587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6253918495297806, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9681770284510011, 0.6430469441984057, nan, nan, nan, 0.9891136636379222, nan, nan, nan, 0.38592168939727234, 0.8711624245604828, nan, nan, 0.9236418511066399, 0.9120004032054836, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0536        | 13.0  | 260  | 0.1350          | 0.6692   | 0.7833        | 0.9545           | [0.9025001910180688, 0.9807181293615889, 0.9661259220519205, 0.9236126523149762, 0.24345104443083623, 0.9753535100361342, 0.9849112994270884, nan, 0.7792656803918375, nan, 0.8326806486235605, 0.8818375104696863, 0.9047802714364921, 0.7376376988984088, 0.8022497881192696, 0.9129256076827643, 0.975741496436772, 0.6040247187450484, nan, 0.8075535476322033, 0.5171743357096565, nan, 0.9209790451203094, nan, 0.0, nan, nan, 0.9273930740651509, nan, nan, nan, nan, nan, 0.7077730028268435, nan, nan, 0.6307407705300411, 0.7647300454417089, 0.0, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.8680516563728242, nan, nan, 0.9921401620522573, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1863397548161121, nan, 0.7295967250239526, 0.8802448909200655, nan, nan, 0.8098190689164464, 0.0, 0.9040680807169106, nan, nan, 0.8187686058481485, 0.8166811468288445, nan, nan, 0.8912886225069753, nan, nan, nan, nan, nan, nan, 0.7699492053088645, 0.0, nan, 0.9793962846514414, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5672112353109774, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9284418464019351, 0.5687992988606485, nan, nan, nan, 0.9837215232913975, nan, nan, nan, 0.387544763734824, 0.8592783505154639, 0.0, nan, 0.9093682345994882, 0.9199685380001966, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9542124542124543, 0.9881349724267077, 0.9951467380527463, 0.9677187180499832, 0.26012359142130137, 0.992581728521022, 0.9922554520956529, nan, 0.8332953799579387, nan, 0.9978967860805479, 0.993395267818261, 0.93004757656854, 0.8072466680061616, 0.8201452448841349, 0.9721583402652053, 0.998226016997374, 0.8787459658828953, nan, 0.8558732345849122, 0.9214780600461894, nan, 0.9753582918982159, nan, nan, nan, nan, 0.9569023040389371, nan, nan, nan, nan, nan, 0.8901561857788738, nan, nan, 0.6572242708682534, 0.7683398679323153, 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, 0.7904222694031611, 0.992069816711695, nan, nan, 0.8783902976846748, nan, 0.9283680900364117, nan, nan, 0.8534597761150745, 0.8166811468288445, nan, nan, 0.9116854288885365, nan, nan, nan, nan, nan, nan, 0.9803880659294805, 0.0, nan, 0.9866802803174456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6203761755485894, nan, nan, 0.0, nan, nan, 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, 0.39040915090189177, 0.8748360010495932, nan, nan, 0.9296780684104627, 0.9431984274986139, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.0344        | 14.0  | 280  | 0.1332          | 0.6693   | 0.7817        | 0.9566           | [0.9119270562090566, 0.9796369102091524, 0.9657253376227446, 0.9182175282694242, 0.2288135593220339, 0.9752718015066464, 0.9849009726942459, nan, 0.8374962830805828, nan, 0.8447520150614815, 0.8763965583665083, 0.8753449646849712, 0.7381246144355336, 0.8332225913621263, 0.9269979629541901, 0.9755878619984484, 0.6141269841269841, nan, 0.7721714042162552, 0.5483870967741935, nan, 0.92206709731194, nan, 0.0, nan, nan, 0.9280065793635731, nan, nan, nan, nan, nan, 0.6976973788974171, nan, nan, 0.637329286798179, 0.7725475089881869, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8851994518315494, nan, nan, 0.9921097353726632, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16770186335403728, nan, 0.7312594512853748, 0.8881387933952014, nan, nan, 0.8023072889355007, 0.0, 0.8897054041750666, nan, nan, 0.8576325029259321, 0.8308717057631045, nan, nan, 0.8920539730134932, nan, nan, nan, nan, nan, nan, 0.7772089182493807, 0.0, nan, 0.9787371282452948, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5039278440500436, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9271065989847715, 0.5786713286713286, nan, nan, nan, 0.9854683371686696, nan, nan, nan, 0.3876571229050279, 0.8464119772844605, 0.0, nan, 0.8922096035066747, 0.921998031496063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9572756548587364, 0.9884909232539064, 0.9950740300085927, 0.9671835264329294, 0.24143947655398038, 0.9934107044169537, 0.9915664185831394, nan, 0.9054693046495117, nan, 0.998296570544576, 0.990637247786326, 0.9274457329765091, 0.8013528899604849, 0.8494462735707872, 0.9574790820570533, 0.9987189591010197, 0.8918856615952052, nan, 0.811298656562177, 0.9226327944572749, nan, 0.9706785609827435, nan, nan, nan, nan, 0.959623712891366, nan, nan, nan, nan, nan, 0.9004110152075627, nan, nan, 0.6687898089171974, 0.7759750309533636, 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, 0.8434399117971334, nan, 0.9057265806024495, nan, nan, 0.8925526361579955, 0.8308717057631045, nan, nan, 0.9119496855345912, nan, nan, nan, nan, nan, nan, 0.9818485291049447, 0.0, nan, 0.9858913073745765, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5429467084639499, nan, nan, 0.0, nan, nan, 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, 0.5863596102745793, nan, nan, nan, 0.9911280644608264, nan, nan, nan, 0.39076110866695996, 0.8604040934138022, nan, nan, 0.9010060362173038, 0.9442568418930497, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0384        | 15.0  | 300  | 0.1342          | 0.6594   | 0.7882        | 0.9562           | [0.9104707107782352, 0.9810261632220727, 0.9668299019623605, 0.9183731553056922, 0.2588354089532144, 0.9735364708337682, 0.9852685862428812, nan, 0.8475246778690377, nan, 0.8363027168766843, 0.8913502109704642, 0.8732599546778893, 0.7327686736635365, 0.8301576974316076, 0.9302033464473621, 0.9750708232121964, 0.606646058732612, nan, 0.771342757337338, 0.5163398692810458, nan, 0.9241923705532566, nan, 0.0, nan, nan, 0.9283783100869214, nan, nan, nan, nan, nan, 0.6882877536039483, nan, nan, 0.6422995031937544, 0.7626905184157092, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8896067624934832, nan, nan, 0.991397871200558, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16222819447837772, nan, 0.7426374771957258, 0.8758283370148312, nan, nan, 0.820236260914227, 0.0, 0.8679738562091504, nan, nan, 0.8613003267430913, 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, 0.5388692579505301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270982234020829, 0.619813717188823, nan, nan, nan, 0.9860241169201925, nan, nan, nan, 0.3789666928927354, 0.863342805476621, 0.0, nan, 0.896685192536721, 0.9285468404229161, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9547403251330744, 0.9890222701408843, 0.9937438032916914, 0.9647068810878047, 0.2795347146492185, 0.9915189389108532, 0.9936476773435399, nan, 0.9039824253546408, nan, 0.9978620222141107, 0.981274495572652, 0.9357964119337893, 0.7996115464469895, 0.8442161974826321, 0.9602436756862553, 0.9991480013023408, 0.904794836330106, nan, 0.8138821908370651, 0.9122401847575058, nan, 0.971665691722726, nan, nan, nan, nan, 0.9614292629953815, nan, nan, nan, nan, nan, 0.9056514591039868, nan, nan, 0.6826181696278913, 0.7654250928600907, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9695020494298121, nan, nan, 0.9985440995306503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5492142266335814, nan, 0.8066525123849965, 0.9710392816186904, nan, nan, 0.880374862183021, nan, 0.879179079774909, nan, nan, 0.9020648454265994, 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, 0.9567966280295047, 0.6483613817537643, nan, nan, nan, 0.9918138179324533, nan, nan, nan, 0.38143422789265286, 0.8769351876147993, nan, nan, 0.9089537223340041, 0.9516657426541001, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0573        | 16.0  | 320  | 0.1361          | 0.6572   | 0.7822        | 0.9554           | [0.9072774944426769, 0.9810068567858624, 0.9664117797275745, 0.920288327783164, 0.26152398871119475, 0.9684363034254372, 0.9833150076032284, nan, 0.8221768266859321, nan, 0.8349539964243666, 0.8775877587758776, 0.8864696008951883, 0.73357732150611, 0.8203967761934284, 0.9231917523849509, 0.9755310423526335, 0.6414082145850797, nan, 0.7749718673462633, 0.53125, nan, 0.925035755398193, nan, 0.0, nan, nan, 0.9266643023609281, nan, nan, nan, nan, nan, 0.6877443878425324, nan, nan, 0.6411050250059538, 0.7349660773026315, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8999017347594391, nan, nan, 0.9908140736089449, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1618918918918919, nan, 0.7432455987449886, 0.8786595438090887, nan, nan, 0.8103020273065784, 0.0, 0.837533547162401, nan, nan, 0.869535160246661, 0.8155227338546192, nan, nan, 0.8876422004051737, nan, nan, nan, nan, nan, nan, 0.7937776266575994, 0.0, nan, 0.9791483113069016, 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, 0.621551724137931, nan, nan, nan, 0.9868409809450568, nan, nan, nan, 0.3633102965619806, 0.842091638622832, 0.0, nan, 0.8851412034727073, 0.9244437881472731, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9561911401790556, 0.9882639401177217, 0.9943089430894309, 0.9669768317394466, 0.28295165394402033, 0.9945585171959359, 0.991825986002237, nan, 0.8841707633986577, nan, 0.9984877718099807, 0.9907098272608507, 0.9422638517196947, 0.7920433996383364, 0.8338505647536981, 0.9683417331310857, 0.9988893588405515, 0.8819732595666205, nan, 0.8065794006200482, 0.9226327944572749, nan, 0.9695086282538754, nan, nan, nan, nan, 0.9572293964490848, nan, nan, nan, nan, nan, 0.9072544184134813, nan, nan, 0.6768354006034194, 0.7376960379694594, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9662960107138509, nan, nan, 0.9960293623563189, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49545078577336643, nan, 0.8047180938900684, 0.9718556240160159, nan, nan, 0.8637265711135612, nan, 0.8470705064548163, nan, nan, 0.9119250623513717, 0.8155227338546192, nan, nan, 0.903123513556366, nan, nan, nan, nan, nan, nan, 0.9741289380346339, 0.0, nan, 0.9864134218220634, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5827586206896552, 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, 0.6386182462356067, nan, nan, nan, 0.9899708554774559, nan, nan, nan, 0.36542014958205016, 0.8535817370768827, nan, nan, 0.892354124748491, 0.9465752734237186, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0213        | 17.0  | 340  | 0.1368          | 0.6715   | 0.7875        | 0.9551           | [0.9067259803684541, 0.9821732444900051, 0.9656789374812504, 0.9244434961951496, 0.2546567144105978, 0.975520093575069, 0.9836291581377524, nan, 0.8169038593002299, nan, 0.8331736770298122, 0.8925996957873157, 0.8867069486404834, 0.7199850159205844, 0.8140209558199466, 0.8886029330197679, 0.9756649402698412, 0.6547061882475299, nan, 0.7776278591621691, 0.4948702474351237, nan, 0.925176911336201, nan, 0.0, nan, nan, 0.9250415386939228, nan, nan, nan, nan, nan, 0.6920875820093273, nan, nan, 0.6559080532157758, 0.7451055958069986, 0.0, nan, nan, 0.0, nan, 0.4, nan, nan, nan, 0.891561999180053, nan, nan, 0.9906392002423507, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15114503816793892, nan, 0.7191069799765452, 0.8857904054125112, nan, nan, 0.8123137013053757, 0.0, 0.8829455349018588, nan, nan, 0.8530098382524596, 0.8163915435852882, nan, nan, 0.8882882882882883, nan, nan, nan, nan, nan, nan, 0.7806710065097646, 0.045714285714285714, nan, 0.9789477321018294, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5718776793369534, nan, nan, 0.0, nan, nan, 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, 0.8410561739580636, 0.0, nan, 0.885376279948305, 0.9133916290037335, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9545853944645486, 0.9885218754997498, 0.9947038799656289, 0.9595505866807416, 0.27531806615776083, 0.9927305190664456, 0.993317318810143, nan, 0.8803932862711479, nan, 0.9977924944812362, 0.9796051676585862, 0.9454604024184756, 0.7723528229857344, 0.8309992280911798, 0.979889416254832, 0.9985455165089961, 0.8706777316735823, nan, 0.8338270754392009, 0.9468822170900693, nan, 0.975102369113776, nan, nan, nan, nan, 0.9615077651738169, nan, nan, nan, nan, nan, 0.8996711878339498, nan, nan, 0.6982903117666779, 0.7480654147750723, 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, 0.4913151364764268, nan, 0.7811276244397264, 0.982273707943789, nan, nan, 0.8713340683572216, nan, 0.89937106918239, nan, nan, 0.8901165825648164, 0.8163915435852882, nan, nan, 0.9119496855345912, 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, 0.8525321437942797, nan, nan, 0.8959758551307847, 0.9370999445592461, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]    |
| 0.0662        | 18.0  | 360  | 0.1409          | 0.6605   | 0.7686        | 0.9542           | [0.9030642260784666, 0.9815071541479735, 0.9657527757929977, 0.9221826456911052, 0.24540002725909774, 0.9744611596803472, 0.9850584628079025, nan, 0.7842031206814242, nan, 0.829726996966633, 0.8767873244879557, 0.9069716775599128, 0.7495883393303653, 0.8233076290515275, 0.879010606927512, 0.9748452690166975, 0.6530269058295964, nan, 0.8031593317298317, 0.5259562841530054, nan, 0.9271252229254817, nan, 0.0, nan, nan, 0.9239600644449237, nan, nan, nan, nan, nan, 0.6952352506563124, nan, nan, 0.6408813123190736, 0.7250796423800226, 0.0, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.8954859546342196, nan, nan, 0.9914490175466969, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.14625938389852447, nan, 0.7355653656191267, 0.8871665213600698, nan, nan, 0.793825222396651, 0.0, 0.8265052356020942, nan, nan, 0.8567827363638882, 0.8007529684332465, nan, nan, 0.8835813103628295, nan, nan, nan, nan, nan, nan, 0.8042420027816412, 0.0, nan, 0.9787600426181358, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4229878401852924, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9310061601642711, 0.479185119574845, nan, nan, nan, 0.9872957481392762, nan, nan, nan, 0.3659689990366932, 0.8378099173553719, 0.0, nan, 0.8176056338028169, 0.931070110701107, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9580757610969092, 0.9897806001640469, 0.9938958292021944, 0.9632489453034168, 0.2617957106506725, 0.9927092632742422, 0.9915994544364791, nan, 0.8361485807670154, nan, 0.9984530079435435, 0.9880243867034403, 0.9284121320249777, 0.8231866586296966, 0.8359142393547473, 0.9772471497773646, 0.9992758011069898, 0.80567081604426, nan, 0.8511884257664485, 0.8891454965357968, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9529248603315409, nan, nan, nan, nan, nan, 0.9088779284833539, nan, nan, 0.6679517264498827, 0.7279973173751547, nan, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.9676961162290492, nan, nan, 0.9986662729966097, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46732837055417703, nan, 0.7940080207596131, 0.9889210674648681, nan, nan, 0.8362734288864389, nan, 0.83608076795763, nan, nan, 0.896960733136129, 0.8007529684332465, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9651575213853536, 0.0, nan, 0.9859087111894927, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4579937304075235, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.955532139093783, 0.479185119574845, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.3677078750549934, 0.851220152191026, nan, nan, 0.8176056338028169, 0.9537825714429716, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0517        | 19.0  | 380  | 0.1411          | 0.6674   | 0.7807        | 0.9539           | [0.9011096108536094, 0.9815771288167695, 0.9658414164396011, 0.9227509628228158, 0.2412848435038696, 0.9721603795176963, 0.9846893667581967, nan, 0.809817629935561, nan, 0.8330528148578061, 0.8857404021937842, 0.9157134843791918, 0.733664596273292, 0.7607792046653018, 0.8800829143512393, 0.9747931835924166, 0.6424398625429554, nan, 0.8060406755850708, 0.49967170059093896, nan, 0.9214534903802978, nan, 0.0, nan, nan, 0.9262285764805436, nan, nan, nan, nan, nan, 0.6894868229792075, nan, nan, 0.6375247917493059, 0.7299866406330284, 0.0, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.892234133950917, nan, nan, 0.990370332945991, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16467221644120708, nan, 0.7432807352176175, 0.8892154447221147, nan, nan, 0.8125, 0.0, 0.875089547378704, nan, nan, 0.8465815886785109, 0.8355053576600058, nan, nan, 0.8886994264455124, nan, nan, nan, nan, nan, nan, 0.7865206402695872, 0.0, nan, 0.9783104628253431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.516733987305251, nan, nan, 0.0, nan, nan, 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, 0.9867360429905745, nan, nan, nan, 0.3629992992291521, 0.8623262995367987, 0.0, nan, 0.8676205723434061, 0.9213842670079748, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                | [0.9556809756205527, 0.9892131423235851, 0.9939966289906802, 0.961277963761991, 0.25612504543802256, 0.9931343791183097, 0.9934353040006418, nan, 0.8720078228604343, nan, 0.9979663138134224, 0.9846131514007839, 0.9303944890474775, 0.7911057531310696, 0.7727279887836922, 0.9764153251455693, 0.9992758011069898, 0.8619179345320425, nan, 0.8696520840509817, 0.8787528868360277, nan, 0.9753217315004388, nan, nan, nan, nan, 0.9595059596237129, nan, nan, nan, nan, nan, 0.8968146321413892, nan, nan, 0.6734830707341602, 0.7329240610813041, nan, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.9693600097398645, nan, nan, 0.9978721454678735, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5235732009925558, nan, 0.80896437839113, 0.9820793407063305, nan, nan, 0.8671444321940464, nan, 0.8895729890764648, nan, nan, 0.8830404268893915, 0.8355053576600058, nan, nan, 0.9089900110987791, nan, nan, nan, nan, nan, nan, 0.9739203004381389, 0.0, nan, 0.9851777509630111, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5614420062695925, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9637513171759747, 0.6465899025686448, nan, nan, nan, 0.9915995199725699, nan, nan, nan, 0.36462824461064675, 0.879296772500656, nan, nan, 0.8723340040241448, 0.9433496295549619, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0943        | 20.0  | 400  | 0.1485          | 0.6727   | 0.7694        | 0.9524           | [0.8977656750987034, 0.9797099966754469, 0.9645625993510267, 0.923047524682402, 0.22154146069762584, 0.9725938893751823, 0.9835766765378415, nan, 0.7575211810664096, nan, 0.8685743685970673, 0.8669354838709677, 0.9187631283278784, 0.7359855334538878, 0.7418286874365582, 0.8850354388623902, 0.9755247352921074, 0.6361771242947513, nan, 0.8092818537816758, 0.49522673031026254, nan, 0.9277441478008328, nan, 0.0, nan, nan, 0.920249388004896, nan, nan, nan, nan, nan, 0.6804514770545612, nan, nan, 0.5962255174054397, 0.7277025464449983, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8923100001875153, nan, nan, 0.9881201321332242, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1649782923299566, nan, 0.7267378985162435, 0.8901156110871751, nan, nan, 0.8035789473684211, nan, 0.8655977056446357, nan, nan, 0.8405797101449275, 0.8271068635968722, nan, nan, 0.888802286308132, nan, nan, nan, nan, nan, nan, 0.8119762569832403, 0.0, nan, 0.9759657543730097, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4813960196134987, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9366721854304636, 0.5751748251748252, nan, nan, nan, 0.985508481800358, nan, nan, nan, 0.28085255679326376, 0.8505806451612903, 0.0, nan, 0.8697172544709761, 0.9069458128078818, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9642851609618981, 0.9881401311343482, 0.9956738713728601, 0.962769118336403, 0.23133406034169393, 0.9919440547549208, 0.9906555729124881, nan, 0.8000482231122661, nan, 0.9976882028819245, 0.9830889824357671, 0.9321042719793835, 0.7905029803763981, 0.748326218119378, 0.9714733082154915, 0.99886805887311, 0.8577685569386814, nan, 0.86138477437134, 0.9584295612009238, nan, 0.9693623866627669, nan, nan, nan, nan, 0.9443419554892648, nan, nan, nan, nan, nan, 0.9031853678586108, nan, nan, 0.630154207173986, 0.730499380932728, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9655858122641127, nan, nan, 0.9958664644017063, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47146401985111663, nan, 0.7926397735314933, 0.9637310734902524, nan, nan, 0.8416758544652702, nan, 0.879179079774909, nan, nan, 0.8763412795081492, 0.8271068635968722, nan, nan, 0.9040219861529517, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9814011231261892, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5231974921630094, nan, nan, 0.0, nan, nan, 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, 0.5828166519043402, nan, nan, nan, 0.9909994856848963, nan, nan, nan, 0.2817421909370875, 0.8648648648648649, nan, nan, 0.8757545271629779, 0.9279270198074694, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0412        | 21.0  | 420  | 0.1430          | 0.6653   | 0.7779        | 0.9551           | [0.9073258155330332, 0.9810413680114684, 0.9653970692716161, 0.9217031854624326, 0.27175449222693315, 0.9742990654205608, 0.9844617612190676, nan, 0.8139843323912935, nan, 0.8578668819519196, 0.8787447428016824, 0.9283325603534552, 0.7666225006022646, 0.8120068344206275, 0.8966399492822533, 0.9755309696380758, 0.612059339607593, nan, 0.8051533981845984, 0.4977079240340537, nan, 0.92517242574429, nan, 0.0, nan, nan, 0.925595502480996, nan, nan, nan, nan, nan, 0.6752385598000061, nan, nan, 0.5777671755725191, 0.779795540943183, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8865801348114312, nan, nan, 0.9912956447895184, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16827586206896553, nan, 0.7323610739452323, 0.8772619427033536, nan, nan, 0.8153356600287416, 0.0, 0.8626341463414634, nan, nan, 0.8290910103598084, 0.8475556841191785, nan, nan, 0.8872872977051569, nan, nan, nan, nan, nan, nan, 0.7913279132791328, 0.0, nan, 0.9767589388696655, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5087769784172662, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9348761007577309, 0.5722996515679443, nan, nan, nan, 0.985744074215924, nan, nan, nan, 0.3176522120017521, 0.8465717981888745, 0.0, nan, 0.8651977966950426, 0.8991141732283464, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9569248475592886, 0.988496081961547, 0.9947038799656289, 0.9661943446855472, 0.2935659760087241, 0.9927305190664456, 0.9915145050993199, nan, 0.8796565442781937, nan, 0.9973927100172081, 0.985701843518653, 0.9423877490336009, 0.8525215993570424, 0.8235321917484523, 0.9688555071683711, 0.9988863159880599, 0.8845089903181189, nan, 0.8524974164657251, 0.8775981524249422, nan, 0.9759432582626499, nan, nan, nan, nan, 0.9542724810613494, nan, nan, nan, nan, nan, 0.9103370324702014, nan, nan, 0.6089507207509219, 0.7830943045810979, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9688121423643521, nan, nan, 0.9983099337208947, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.774758197688134, 0.9630119147116563, nan, nan, 0.8757442116868798, nan, 0.8780536246276067, nan, nan, 0.8633779943158749, 0.8485375036200405, nan, nan, 0.9011680143755616, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.9825613774539379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5542319749216301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9620653319283456, 0.5819309123117803, nan, nan, nan, 0.9927995885479171, nan, nan, nan, 0.31904971403431587, 0.858567305169247, nan, nan, 0.8691146881287727, 0.920820523159115, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0199        | 22.0  | 440  | 0.1447          | 0.6543   | 0.7736        | 0.9546           | [0.9039405658499577, 0.9805842636813629, 0.96520006795547, 0.9279465091185679, 0.2595331795358936, 0.9682257297118388, 0.9838780753075308, nan, 0.7846497670973169, nan, 0.8698741157044825, 0.8608492058469911, 0.9185870520456987, 0.759887523687267, 0.8339455940478958, 0.8889983432588546, 0.9756241826180002, 0.6381017412086036, nan, 0.7966594514263561, 0.5219478737997256, nan, 0.9255408527620248, nan, 0.0, nan, nan, 0.9157128124164449, nan, nan, nan, nan, nan, 0.6810121107266436, nan, nan, 0.5788756903987289, 0.7217811351781906, 0.0, nan, nan, 0.0, 0.0, 0.2577777777777778, nan, nan, nan, 0.8853710168610265, nan, nan, 0.9851883284836728, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.26256983240223464, nan, 0.7357186867353226, 0.8890273870152071, nan, nan, 0.8114864166924904, 0.0, 0.8649299902311951, nan, nan, 0.8361248678426354, 0.8485375036200405, nan, nan, 0.8883590753602156, nan, nan, nan, nan, nan, nan, 0.8027269589230238, 0.0, nan, 0.9759268980714982, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.43443557582668185, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9349677955537087, 0.609375, nan, nan, nan, 0.9860163710777626, nan, nan, nan, 0.39161938018332604, 0.8355348355348355, 0.0, nan, 0.8891539914504424, 0.8915538044816548, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                          | [0.9599127961665725, 0.9882226704565972, 0.9951500429638442, 0.9681357984136182, 0.2780806979280262, 0.9948773540789865, 0.9904762354229297, nan, 0.8371398336302627, nan, 0.9981227512123898, 0.9873711714327188, 0.9324264049955397, 0.8325631237023642, 0.8475558846232613, 0.9714733082154915, 0.9987828590033441, 0.8616874135546335, nan, 0.8494316224595246, 0.8787528868360277, nan, 0.9666203568294823, nan, nan, nan, nan, 0.9409925292093523, nan, nan, nan, nan, nan, 0.9060008220304151, nan, nan, 0.641216895742541, 0.7245924473792819, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9674729110019885, nan, nan, 0.9927612221419044, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38875103391232424, nan, 0.7887237556027364, 0.9703978697350775, nan, nan, 0.8661521499448732, nan, 0.879245283018868, nan, nan, 0.8715271735978192, 0.8485375036200405, nan, nan, 0.9058717826753343, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9814243282127443, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47774294670846396, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9483667017913593, 0.6217891939769707, nan, nan, nan, 0.9912566432367564, nan, nan, nan, 0.3947206335239771, 0.8464969824193125, nan, nan, 0.8997987927565393, 0.9124036086890782, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0611        | 23.0  | 460  | 0.1401          | 0.6670   | 0.7796        | 0.9550           | [0.9056043301804522, 0.9814994034543323, 0.9650929620089219, 0.9239722582336231, 0.23308063404548587, 0.9696410043577506, 0.9840578964838546, nan, 0.7937313060817547, nan, 0.848778252450147, 0.8835370237239396, 0.9146694314510295, 0.7556863466372387, 0.8605973305545765, 0.8943854187814396, 0.9751605372428582, 0.6380936342202762, nan, 0.8057322773305635, 0.5057692307692307, nan, 0.9278775595778881, nan, 0.0, nan, nan, 0.9159810647292611, nan, nan, nan, nan, nan, 0.6888924075686802, nan, nan, 0.5839628992445209, 0.7256957829003161, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.88433311766337, nan, nan, 0.9908382912958716, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20642978003384094, nan, 0.7390377182460349, 0.8940761013507549, nan, nan, 0.8050366394880792, 0.0, 0.8742920382787579, nan, nan, 0.8322185061315496, 0.8537503620040544, nan, nan, 0.884977129053811, nan, nan, nan, nan, nan, nan, 0.7772393048128342, 0.0, nan, 0.9768233312567777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4132015120674615, nan, nan, 0.0, nan, nan, 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, 0.9859382989602864, nan, nan, nan, 0.37187336015392686, 0.8576962809917356, 0.0, nan, 0.9031655524970508, 0.9116128080271506, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9561324878545422, 0.9888107631276213, 0.9949104369092472, 0.9628060281030963, 0.24587422755361688, 0.9932194022871232, 0.9933833905168223, nan, 0.8531338325318474, nan, 0.9980532234795154, 0.9812019160981275, 0.9400089206066012, 0.8255307748978635, 0.8847020274421462, 0.9700298478250232, 0.9990262872026753, 0.8734439834024896, nan, 0.8550809507406132, 0.9110854503464203, nan, 0.970824802573852, nan, nan, nan, nan, 0.9468409415027934, nan, nan, nan, nan, nan, 0.8941019317714756, nan, nan, 0.6542909822326517, 0.728410028889806, nan, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.9706992411022279, nan, nan, 0.9986866352409363, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7848549186128804, 0.9841979435946276, nan, nan, 0.8599779492833517, nan, 0.889109566368752, nan, nan, 0.8659590510991242, 0.8537503620040544, nan, nan, 0.9100470376829978, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.44545454545454544, nan, nan, 0.0, nan, nan, 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, 0.3741311042674879, 0.8714248228811335, nan, nan, 0.9242454728370222, 0.934126304117736, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0257        | 24.0  | 480  | 0.1440          | 0.6568   | 0.7687        | 0.9532           | [0.9010713788785307, 0.9813314763801702, 0.9646437140999068, 0.9210511391830775, 0.22651706916603953, 0.9711392510344541, 0.984096998489659, nan, 0.7780826400513511, nan, 0.8423382486587904, 0.8862742527530152, 0.9176115626064528, 0.7365321974442496, 0.8340377921432124, 0.8758275222879336, 0.9752528628080025, 0.6311933007676204, nan, 0.8018501268750201, 0.5067237163814181, nan, 0.9274527705597303, nan, 0.0, nan, nan, 0.9193987333723326, nan, nan, nan, nan, nan, 0.6825001190684088, nan, nan, 0.5706608129588979, 0.723511422917791, 0.0, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.8955602298764226, nan, nan, 0.9840276866883936, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.18929016189290163, nan, 0.7303055543378195, 0.8977467830150273, nan, nan, 0.8154580540320943, 0.0, 0.8313040062843676, nan, nan, 0.8402360276107771, 0.7955401100492325, nan, nan, 0.8828275467180261, nan, nan, nan, nan, nan, nan, 0.8043478260869565, 0.0, nan, 0.9767275537688674, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24414715719063546, nan, nan, 0.0, nan, nan, 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, 0.31714160455940377, 0.8274072151570205, 0.0, nan, 0.8963766673302808, 0.8971290687940119, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                            | [0.9603311089715924, 0.9886972715595289, 0.99515665278604, 0.9591298153404373, 0.2407124681933842, 0.992751774858649, 0.9932370888806037, nan, 0.8281113953893346, nan, 0.9988701743407902, 0.9813470750471767, 0.9344831004063832, 0.7874891166030407, 0.8455079632634415, 0.9710084650389, 0.9990110729402171, 0.8340248962655602, nan, 0.8599379951774027, 0.9572748267898383, nan, 0.9656332260894999, nan, nan, nan, nan, 0.945898915361568, nan, nan, nan, nan, nan, 0.8834771886559802, nan, nan, 0.6318303721086155, 0.7262174989682212, nan, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.967594659307658, nan, nan, 0.9929241200965171, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6286186931348222, nan, 0.7859872611464969, 0.9858306283892787, nan, nan, 0.885226019845645, nan, 0.8407149950347567, nan, nan, 0.875471260367728, 0.7955401100492325, nan, nan, 0.896358543417367, nan, nan, nan, nan, nan, nan, 0.9572292927185478, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2517241379310345, nan, nan, 0.0, nan, nan, 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, 0.31825780906291246, 0.8365258462345841, nan, nan, 0.9059356136820925, 0.9181996875157502, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                         |
| 0.0322        | 25.0  | 500  | 0.1493          | 0.6623   | 0.7793        | 0.9527           | [0.8987578260706565, 0.9821812926634278, 0.9653009135304472, 0.9247399341083481, 0.24670536019119152, 0.9660365664704059, 0.9841748022435013, nan, 0.7981623586429726, nan, 0.8385627973497563, 0.8876928126025599, 0.924700192951176, 0.7646405430422709, 0.7663218533201189, 0.8789323374340949, 0.975471042161282, 0.6306856754921928, nan, 0.7958638463714367, 0.4671361502347418, nan, 0.9266150951285804, nan, 0.0, nan, nan, 0.9198306387590257, nan, nan, nan, nan, nan, 0.685239720157684, nan, nan, 0.6117806568243447, 0.7163603649916463, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8873984192363353, nan, nan, 0.9861066203217201, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21200311769290725, nan, 0.7311268294852974, 0.8828511926637616, nan, nan, 0.8264090499549505, 0.0, 0.8385215282783931, nan, nan, 0.8368300962769214, 0.8546612623045744, nan, nan, 0.8847777372452967, nan, nan, nan, nan, nan, nan, 0.7803371724253046, 0.0, nan, 0.9776948671668214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29408194233687407, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9334292171769057, 0.6505922165820643, nan, nan, nan, 0.9866084798699354, nan, nan, nan, 0.36605030233984753, 0.8181581685744017, 0.0, nan, 0.8779904306220095, 0.902084152575698, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9550745327180372, 0.9886921128518883, 0.9949286139202855, 0.9603736744780036, 0.26266812068338785, 0.993942099222038, 0.9929161691624467, nan, 0.8471193388075496, nan, 0.9987658827414785, 0.9815648134707504, 0.9381504608980077, 0.8298841336816021, 0.7795648954772444, 0.9788374027499144, 0.9989258730704511, 0.8566159520516367, nan, 0.872270065449535, 0.9191685912240185, nan, 0.9722140976893828, nan, nan, nan, nan, 0.955044419149298, nan, nan, nan, nan, nan, 0.9037813399095767, nan, nan, 0.6806905799530674, 0.7188918695831614, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9705166186437238, nan, nan, 0.9936062552814571, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.674937965260546, nan, 0.7754187308327436, 0.9805244028066629, nan, nan, 0.9101433296582139, nan, 0.8470705064548163, nan, nan, 0.872165187634128, 0.8549087749782798, nan, nan, 0.8973098673431636, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.983576599990718, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3037617554858934, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9574288724973656, 0.6811337466784765, nan, nan, nan, 0.9883421909823419, nan, nan, nan, 0.3675318961724593, 0.8252427184466019, nan, nan, 0.8861167002012073, 0.9249533793659593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0596        | 26.0  | 520  | 0.1515          | 0.6627   | 0.7697        | 0.9535           | [0.8990069811226445, 0.9810175804834121, 0.9653317547329936, 0.9288951112082858, 0.2467188031281877, 0.9696523092890503, 0.9849241765129616, nan, 0.7822937473135951, nan, 0.8315890042124463, 0.8830779263123574, 0.9181134188804208, 0.7569050667642216, 0.8099363096806186, 0.8759111111111111, 0.9748540824263584, 0.6176422093981864, nan, 0.8047589596692816, 0.4954308093994778, nan, 0.9284738998004411, nan, 0.0, nan, nan, 0.921832884097035, nan, nan, nan, nan, nan, 0.6896887159533074, nan, nan, 0.6223189552829442, 0.7164528321291749, 0.0, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.8885803734486228, nan, nan, 0.9915889929032128, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3540748898678414, nan, 0.7380008021747849, 0.8912707609115489, nan, nan, 0.8025706940874036, 0.0, 0.850494854820738, nan, nan, 0.8339735025606769, 0.8300028960324356, nan, nan, 0.8839043242114059, nan, nan, nan, nan, nan, nan, 0.8003442340791739, 0.0, nan, 0.9772476979582894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3102737709743892, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208454206382097, 0.5398230088495575, nan, nan, nan, 0.9859317540408792, nan, nan, nan, 0.361933111539135, 0.833419689119171, 0.0, nan, 0.8468089369802625, 0.9189255669798789, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9553910339408829, 0.9890996507554928, 0.9943271201004693, 0.9722180186099044, 0.26375863322428206, 0.992921821196276, 0.9937326266806991, nan, 0.8289151139271027, nan, 0.9985399176096366, 0.9828712440121934, 0.9343344236296957, 0.8314245529435403, 0.823358906094929, 0.964329402554191, 0.999163215564799, 0.8635315813739051, nan, 0.8516362383740957, 0.8764434180138568, nan, 0.9695817490494296, nan, nan, nan, nan, 0.9575695725556385, nan, nan, nan, nan, nan, 0.903370324702014, nan, nan, 0.6589842440496145, 0.7187628972348329, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9675540765391015, nan, nan, 0.9986255485079566, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5318444995864351, nan, 0.7813163481953291, 0.9867052809578417, nan, nan, 0.860529217199559, nan, 0.8590532936113869, nan, nan, 0.8689461168145699, 0.8300028960324356, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9701648237012309, 0.0, nan, 0.9832401262356708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3304075235109718, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365648050579557, 0.5403011514614703, nan, nan, nan, 0.9882136122064118, nan, nan, nan, 0.36374835019797624, 0.8441353975334558, nan, nan, 0.8503018108651912, 0.9414344035078878, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0373        | 27.0  | 540  | 0.1535          | 0.6515   | 0.7773        | 0.9525           | [0.8964665793194164, 0.9815482100996038, 0.9656915790318696, 0.9268740326313847, 0.26035622722979357, 0.9681430969801231, 0.9855978846893138, nan, 0.7768179001024526, nan, 0.8435599941254223, 0.8865554465161923, 0.9175538977813187, 0.7758568760918017, 0.7327389720133344, 0.8995005536848291, 0.974827587230619, 0.6111917432672149, nan, 0.8094741982744588, 0.5012360939431397, nan, 0.9268777460073925, nan, 0.0, nan, nan, 0.9245436971203335, nan, nan, nan, nan, nan, 0.6829906134711478, nan, nan, 0.6236850494102646, 0.7161630448759162, 0.0, nan, nan, 0.0, 0.0, 0.3431111111111111, nan, nan, nan, 0.8807871435671815, nan, nan, 0.9882696164833161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.209736680955297, nan, 0.754011653966831, 0.885536854733425, nan, nan, 0.8243922041390396, 0.0, 0.8544800523217789, nan, nan, 0.8231600100477267, 0.8294236895453229, nan, nan, 0.8851669686771939, nan, nan, nan, nan, nan, nan, 0.8032928942807626, 0.0, nan, 0.9770793950850661, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38275251033668045, nan, nan, 0.0, nan, nan, 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, 0.3540247948314999, 0.8534126163391934, 0.0, nan, 0.884470073573275, 0.9072306935563207, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9578411517988558, 0.9892802055229124, 0.9939206160354287, 0.9636881715270678, 0.2805525263540531, 0.9928580538196659, 0.9921610639432539, nan, 0.8226862952594002, nan, 0.998383480210669, 0.9835244592829148, 0.9417682624640697, 0.8626347866854196, 0.7444666740181792, 0.9737730586681019, 0.9991449584498492, 0.8736745043798986, nan, 0.8564588356872201, 0.9364896073903002, nan, 0.9718119333138344, nan, nan, nan, nan, 0.9636273239915741, 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, 0.7936777541873083, 0.9756069116989641, nan, nan, 0.9047409040793826, nan, 0.8649453823237339, nan, nan, 0.8553158169479729, 0.8294236895453229, nan, nan, 0.9035991755192643, nan, nan, nan, nan, nan, nan, 0.9670352597538077, 0.0, nan, 0.9835185872743305, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.406269592476489, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9357218124341412, 0.6049601417183348, nan, nan, nan, 0.9876564375107149, nan, nan, nan, 0.35679718433787944, 0.8661768564681186, nan, nan, 0.8949698189134809, 0.929590242427297, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0385        | 28.0  | 560  | 0.1548          | 0.6607   | 0.7661        | 0.9523           | [0.8969995799701634, 0.9806285969057003, 0.9635786958322871, 0.9232167292375706, 0.22522335341782673, 0.9688394078865531, 0.9854065583761105, nan, 0.7476481057716756, nan, 0.8495762398497242, 0.8813855616704435, 0.923916485979487, 0.7793321031013751, 0.7819040663797256, 0.9113944668078274, 0.9753082385097597, 0.6455189965460826, nan, 0.8005092547252962, 0.5100207325501037, nan, 0.9285388848000561, nan, 0.0, nan, nan, 0.925820112508691, nan, nan, nan, nan, nan, 0.6797525798831282, nan, nan, 0.6271726997289109, 0.7124562847150792, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8879967211282299, nan, nan, 0.9867851216254503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1972330613692799, nan, 0.7174610345606506, 0.8871089564560608, nan, nan, 0.8106688219842393, 0.0, 0.8286351121017438, nan, nan, 0.838218151540383, 0.8169707500724008, nan, nan, 0.883779133427186, nan, nan, nan, nan, nan, nan, 0.8164780763790664, 0.0, nan, 0.9757095062298108, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.393789901334881, nan, nan, 0.0, nan, nan, 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, 0.3190726159230096, 0.829097510373444, 0.0, nan, 0.8816326530612245, 0.8872150839363954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9595055498378762, 0.9871341831444387, 0.9955053209068676, 0.9711919270958288, 0.23642311886586695, 0.9933044254559368, 0.9920289205298951, nan, 0.7877781201023402, nan, 0.9984008621438877, 0.9880243867034403, 0.9397363465160076, 0.8768334337954591, 0.7927188519037792, 0.9582864412585017, 0.9989045731030097, 0.8185799907791609, nan, 0.8447123665173958, 0.8521939953810623, nan, 0.9686311787072244, nan, nan, nan, nan, 0.958210673679528, nan, nan, nan, nan, nan, 0.8988491574188245, nan, nan, 0.6592356687898089, 0.714661576557986, 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, 0.9816322960601761, nan, nan, 0.8846747519294377, nan, 0.8368090036411784, nan, nan, 0.8758482686619106, 0.8169707500724008, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9634884206133946, 0.0, nan, 0.9812792964217757, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42539184952978054, nan, nan, 0.0, nan, nan, 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, 0.3208974923009239, 0.8388874311204408, nan, nan, 0.8909456740442656, 0.908321153167683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0412        | 29.0  | 580  | 0.1593          | 0.6500   | 0.7726        | 0.9514           | [0.8948651927409571, 0.9812362935787338, 0.9639566269918095, 0.9258059158801559, 0.24207849336724174, 0.9663549081277935, 0.9845690027612375, nan, 0.7595989116194699, nan, 0.8658385842202057, 0.8839937434827946, 0.930771307271344, 0.7696109418998908, 0.7246669044996975, 0.901062416998672, 0.9755769888094636, 0.6498417164966585, nan, 0.8030793116832708, 0.499683343888537, nan, 0.9273852393105618, nan, 0.0, nan, nan, 0.9155792478809545, nan, nan, nan, nan, nan, 0.6820275063787417, nan, nan, 0.6084944390535194, 0.7121987603199507, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8760817461624312, nan, nan, 0.983310054452339, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19392440833627694, nan, 0.7086296715741789, 0.8856066474191958, nan, nan, 0.826500952190037, 0.0, 0.8472767740246138, nan, nan, 0.8153321785774152, 0.8349261511728931, nan, nan, 0.8866524874202417, nan, nan, nan, nan, nan, nan, 0.8264433357091946, 0.0, nan, 0.9758325064038954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4595292766934558, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9329179646936656, 0.6205704407951599, nan, nan, nan, 0.9847416335427619, nan, nan, nan, 0.27804024496937885, 0.8326838139776566, 0.0, nan, 0.8980872976949485, 0.8736888757571281, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9599814083197769, 0.9879028305828824, 0.995554894573336, 0.9670506512728333, 0.2560523446019629, 0.9926880074820389, 0.9894804404151191, nan, 0.807737130456914, nan, 0.998383480210669, 0.9844679924517347, 0.9398354643671325, 0.8969258589511754, 0.7359914302367712, 0.962788080442335, 0.998749387625936, 0.8517750115260488, nan, 0.855253186358939, 0.9110854503464203, nan, 0.9698011114360924, nan, nan, nan, nan, 0.9483063155002551, nan, nan, nan, nan, nan, 0.900904233456638, nan, nan, 0.6832048273550118, 0.7142746595130004, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9716326447790268, nan, nan, 0.9891265615296118, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45409429280397023, nan, 0.7380514272234018, 0.9777838247584987, nan, nan, 0.9091510474090408, nan, 0.8568685865607415, nan, nan, 0.8463546198016356, 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, 0.2796304443466784, 0.8409866176856469, nan, nan, 0.9211267605633803, 0.8942089612418729, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.042         | 30.0  | 600  | 0.1654          | 0.6589   | 0.7658        | 0.9500           | [0.8894499314704627, 0.9806454256316229, 0.9635032645465765, 0.9272090994805442, 0.23936608122941821, 0.9666590829179508, 0.9853960906313837, nan, 0.7471974723538705, nan, 0.8651981450252951, 0.886786210547211, 0.9256230720266366, 0.7765235664965476, 0.6384875547450943, 0.9097893606090327, 0.975578001177107, 0.6460361613351877, nan, 0.8053251012926876, 0.49779179810725555, nan, 0.9281731140181672, nan, 0.0, nan, nan, 0.9159022565890885, nan, nan, nan, nan, nan, 0.6782656079713529, nan, nan, 0.6010170006071646, 0.7131027388453131, 0.0, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.8805937166218556, nan, nan, 0.9842788928455811, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21549847627340007, nan, 0.717349191332162, 0.8869279776926743, nan, nan, 0.8349117735021434, 0.0, 0.8310247489004136, nan, nan, 0.8200608072299238, 0.8265276571097596, nan, nan, 0.8871068203052008, nan, nan, nan, nan, nan, nan, 0.8274446823697359, 0.0, nan, 0.97401262408972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39105504587155965, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.927675585284281, 0.5916230366492147, nan, nan, nan, 0.9828877005347594, nan, nan, nan, 0.32187226596675417, 0.8246753246753247, 0.0, nan, 0.9004679274712419, 0.8795922387471683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9616203534632538, 0.9877480693536655, 0.9959002577830657, 0.9691323621143391, 0.2536532170119956, 0.993431960209157, 0.9925810912214299, nan, 0.7919574564987342, nan, 0.9988180285411343, 0.9727101175787487, 0.9368619288333829, 0.8661844484629295, 0.6453472802029018, 0.9531487008856486, 0.9986702734611534, 0.8566159520516367, nan, 0.8626937650706166, 0.9110854503464203, nan, 0.9675709271716876, nan, nan, nan, nan, 0.9484371524643143, nan, nan, nan, nan, nan, 0.8952938758734074, nan, nan, 0.6636775058665773, 0.7152548493602972, nan, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.9702934134166633, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4094292803970223, nan, 0.7512620901155933, 0.9768119885712064, nan, nan, 0.9233737596471885, nan, 0.8380668652763985, nan, nan, 0.8526187576126675, 0.8265276571097596, nan, nan, 0.9032820675439988, nan, nan, nan, nan, nan, nan, 0.9674525349467974, 0.0, nan, 0.978448275862069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42758620689655175, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.935300316122234, 0.6005314437555359, nan, nan, nan, 0.9846991256643237, nan, nan, nan, 0.3237131544214694, 0.8331146680661243, nan, nan, 0.9292756539235413, 0.9002066428103422, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0461        | 31.0  | 620  | 0.1564          | 0.6615   | 0.7732        | 0.9528           | [0.8992599514265082, 0.9799298748496404, 0.9628650604141544, 0.9267340425531915, 0.22412846555037058, 0.9725613567231968, 0.9850243810952738, nan, 0.8308586184635248, nan, 0.8611727321781881, 0.8849632931305715, 0.9244247310510452, 0.768490899129482, 0.7247223211934379, 0.8892781745497013, 0.9756300597282055, 0.6191485891371717, nan, 0.8100051177072671, 0.4730121880441091, nan, 0.9267461669505963, nan, 0.0, nan, nan, 0.9234953500614143, nan, nan, nan, nan, nan, 0.6849100369882766, nan, nan, 0.6063897257016014, 0.7188448284729723, 0.0, nan, nan, 0.0, nan, 0.25866666666666666, nan, nan, nan, 0.8850813173785796, nan, nan, 0.9866738171368438, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19364058592354413, nan, 0.705695352377541, 0.885107939992682, nan, nan, 0.8274428274428275, 0.0, 0.8419638175144205, nan, nan, 0.8259464579212747, 0.8420900692840647, nan, nan, 0.8843906510851419, nan, nan, nan, nan, nan, nan, 0.8115512127028441, 0.0, nan, 0.9742122494702136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45558739255014324, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.935142975549109, 0.5899218071242398, nan, nan, nan, 0.9847746129501326, nan, nan, nan, 0.3250744177902294, 0.843579766536965, 0.0, nan, 0.8931471578530402, 0.874673886290918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9563704170954926, 0.9876036255397298, 0.9961745654041906, 0.9645961517877245, 0.23744093057070156, 0.992241635845768, 0.9914814692459802, nan, 0.8964676570265093, nan, 0.9986615911421668, 0.9798954855566846, 0.9347556744969769, 0.8454892505525416, 0.7369838844342224, 0.9687331800166364, 0.9985424736565045, 0.8750576302443522, nan, 0.8723389596968653, 0.941108545034642, nan, 0.9745539631471191, nan, nan, nan, nan, 0.9640329185801573, nan, nan, nan, nan, nan, 0.8980682285244554, nan, nan, 0.6410492792490781, 0.7210328105654148, 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, 0.7436187780136825, 0.9873661295652005, nan, nan, 0.9214994487320838, nan, 0.850380668652764, nan, nan, 0.8598399164781625, 0.8447726614538082, nan, nan, 0.8959357327836796, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.9787731470738386, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.49843260188087773, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9511064278187565, 0.6014171833480957, nan, nan, nan, 0.9868849648551345, nan, nan, nan, 0.32670479542454905, 0.853319338756232, nan, nan, 0.9073440643863179, 0.8955697797490045, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.026         | 32.0  | 640  | 0.1623          | 0.6596   | 0.7696        | 0.9512           | [0.8943613630539555, 0.9808525456537993, 0.9631059487041762, 0.9274842410935619, 0.2444216990788127, 0.9683944374209861, 0.9847697662761118, nan, 0.7882512449473511, nan, 0.8687867652618367, 0.893223819301848, 0.8979092107741571, 0.7677172526871926, 0.6767709742106981, 0.8962572674418605, 0.9755262524406879, 0.6288694481830417, nan, 0.7902663597500822, 0.46532951289398283, nan, 0.9270216271162677, nan, 0.0, nan, nan, 0.9198545343960263, nan, nan, nan, nan, nan, 0.6804051312462935, nan, nan, 0.594186136170869, 0.7177738897751248, 0.0, nan, nan, 0.0, nan, 0.28444444444444444, nan, nan, nan, 0.8874335822836548, nan, nan, 0.9811647301728675, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16982323232323232, nan, 0.7042291340344596, 0.8955247907276239, nan, nan, 0.8215107553776888, 0.0, 0.8698875089407634, nan, nan, 0.8211450062682825, 0.8506212077434268, nan, nan, 0.878090856814261, nan, nan, nan, nan, nan, nan, 0.8210749646393211, 0.0, nan, 0.9740375955476526, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4289004029936672, nan, nan, 0.0, nan, nan, 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, 0.3378508350091807, 0.8258951738453555, 0.0, nan, 0.8806445195941913, 0.886465462064891, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9617044586833107, 0.9880730679350209, 0.9955532421177871, 0.9666778626292303, 0.2604143947655398, 0.9931981464949199, 0.9920477981603749, nan, 0.8332953799579387, nan, 0.9986268272757296, 0.9787342139642909, 0.9449895926256319, 0.8466947960618847, 0.6858331101624159, 0.9655037432108431, 0.9988102446757688, 0.8616874135546335, nan, 0.8278332759214606, 0.9376443418013857, nan, 0.9669128400116993, nan, nan, nan, nan, 0.9497978568905288, nan, nan, nan, nan, nan, 0.8959926017262638, nan, nan, 0.6458263493127724, 0.7195883202641353, nan, nan, nan, 0.0, nan, 0.28444444444444444, nan, nan, nan, 0.9692585528184733, nan, nan, 0.9869885258753219, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44499586435070304, nan, 0.7424392545411653, 0.9731384477832417, nan, nan, 0.9052921719955899, nan, 0.8856669976828865, nan, nan, 0.8547938054637202, 0.8525919490298292, nan, nan, 0.8877437767559854, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9787615445305611, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4670846394984326, 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, 0.33999120105587327, 0.8352138546313304, nan, nan, 0.8907444668008049, 0.9074643415150446, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             |
| 0.034         | 33.0  | 660  | 0.1698          | 0.6459   | 0.7693        | 0.9489           | [0.8861607347665318, 0.9810694359767812, 0.963280978875368, 0.928766139837722, 0.2572981679081941, 0.9694588430437487, 0.98504036244208, nan, 0.7581013525515772, nan, 0.8668226062023693, 0.8914213569007907, 0.9212374541301125, 0.7684165703509945, 0.5616287543998387, 0.9045630846452202, 0.9754572604490142, 0.6269153897401732, nan, 0.8116874758656197, 0.46369353916523726, nan, 0.9280305686040805, nan, 0.0, nan, nan, 0.9175367326018452, nan, nan, nan, nan, nan, 0.6831670685389186, nan, nan, 0.5812618058179071, 0.7140577957335118, 0.0, nan, nan, 0.0, 0.0, 0.32355555555555554, nan, nan, nan, 0.8817781219462728, nan, nan, 0.9826490763035957, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.17123072080579163, nan, 0.702653042932688, 0.8954532497149373, nan, nan, 0.8256697321071571, 0.0, 0.8874773139745916, nan, nan, 0.821850613154961, 0.8556998556998557, nan, nan, 0.8831479363759227, nan, nan, nan, nan, nan, nan, 0.8264888888888889, 0.0, nan, 0.9746557746153625, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3526178767717674, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9371476299853831, 0.6749792186201163, nan, nan, nan, 0.9834195119866672, nan, nan, nan, 0.3686921599441243, 0.79374185136897, 0.0, nan, 0.8922469135802469, 0.8546394289933547, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9619202549716145, 0.9878512435064768, 0.9953218983409347, 0.9645481690910231, 0.2787350054525627, 0.9938570760532245, 0.9922460132804131, nan, 0.8003563152184106, nan, 0.9984182440771062, 0.9736536507475686, 0.9393398751115076, 0.8460250485566941, 0.5705823973282503, 0.9699809169643294, 0.998834587495702, 0.867680958967266, nan, 0.8688942473303479, 0.9364896073903002, nan, 0.9678634103539047, nan, nan, nan, nan, 0.9485810731247792, nan, nan, nan, nan, nan, 0.8908549116317304, nan, nan, 0.6447368421052632, 0.7157707387536112, nan, nan, nan, 0.0, nan, 0.32355555555555554, nan, nan, nan, 0.970435453106611, nan, nan, 0.9888618523533664, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44995864350703063, nan, 0.7397499410238264, 0.9768897354661898, nan, nan, 0.9106945975744212, nan, 0.906454816285998, nan, nan, 0.8551708137579027, 0.8586736171445121, nan, nan, 0.8979440832936948, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 0.0, nan, 0.9793996844108228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3821316614420063, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9458377239199157, 0.7192205491585474, nan, nan, nan, 0.9863277901594377, nan, nan, nan, 0.3715794104707435, 0.7987404880608764, nan, nan, 0.9088531187122736, 0.8750567007711305, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0269        | 34.0  | 680  | 0.1724          | 0.6601   | 0.7683        | 0.9478           | [0.8811808020691748, 0.9801464188808683, 0.9626143448487327, 0.9351313068762167, 0.21941278065630399, 0.9720141489804411, 0.9850797357303287, nan, 0.7591570813499829, nan, 0.8610428160230271, 0.8851655888692925, 0.9180585814572743, 0.7618142813361937, 0.4742696037426031, 0.9079194323643854, 0.9754570230421047, 0.627999338077114, nan, 0.8120233288470166, 0.47214076246334313, nan, 0.9273534139352855, nan, 0.0, nan, nan, 0.9186064106120596, nan, nan, nan, nan, nan, 0.6815127905876416, nan, nan, 0.5813174544101228, 0.7175093271581114, 0.0, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.8856688133836701, nan, nan, 0.9848242649885676, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36560595802301965, nan, 0.7032898820608318, 0.8896257445106232, nan, nan, 0.8239261977978375, 0.0, 0.9031692427587998, nan, nan, 0.8242231164766376, 0.8601499423298731, nan, nan, 0.8842099824325721, nan, nan, nan, nan, nan, nan, 0.8043740313414844, 0.0, nan, 0.9737367904371427, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3771955082061618, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9332362728785357, 0.6585365853658537, nan, nan, nan, 0.986626789147618, nan, nan, nan, 0.3518810148731409, 0.8118811881188119, 0.0, nan, 0.9001089001089001, 0.8706472555577415, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9606531434325997, 0.9876448952008543, 0.9960440214158239, 0.9698262657281743, 0.23089785532533624, 0.9929643327806827, 0.9914767498383603, nan, 0.8054063466973865, nan, 0.9983313344110132, 0.9835244592829148, 0.9397611259787888, 0.8324291742013261, 0.4823012334787883, 0.9704702255712678, 0.9987037448385615, 0.8748271092669433, nan, 0.8728901136755081, 0.9295612009237876, nan, 0.9702763966071951, nan, nan, nan, nan, 0.9531603668668472, nan, nan, nan, nan, nan, 0.888039457459926, nan, nan, 0.6545424069728462, 0.7193045810978126, nan, nan, nan, 0.0, nan, 0.31377777777777777, nan, nan, nan, 0.9711050687877927, nan, nan, 0.9910507936184726, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4466501240694789, nan, 0.7483840528426515, 0.9725553460708662, nan, nan, 0.9157662624035281, nan, 0.9206885137371731, nan, nan, 0.8553448175859869, 0.8638864755285259, nan, nan, 0.9044447967866391, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.978222026268158, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4106583072100313, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.945626975763962, 0.6935341009743136, nan, nan, nan, 0.9897136979255957, nan, nan, nan, 0.3538935327760669, 0.8176331671477303, nan, nan, 0.9146881287726358, 0.8921929338239, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0128        | 35.0  | 700  | 0.1676          | 0.6567   | 0.7616        | 0.9494           | [0.8888177377694806, 0.980840714761149, 0.9627911955191596, 0.9324253981069338, 0.2215589643923093, 0.9702518112557348, 0.9844122681482729, nan, 0.7380390065518818, nan, 0.8492166715932604, 0.8871909228044861, 0.9168115942028986, 0.7696632684584492, 0.6580970873786408, 0.8992958227934641, 0.9754766772859113, 0.6393752145554411, nan, 0.8067177754677755, 0.5012658227848101, nan, 0.9302243544518132, nan, 0.0, nan, nan, 0.9150912274469003, nan, nan, nan, nan, nan, 0.6607312619776969, nan, nan, 0.5649734420588015, 0.7149692588686235, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8825948258376205, nan, nan, 0.9900263264479546, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34002677376171353, nan, 0.7111111111111111, 0.8654557867126585, nan, nan, 0.8270016950842557, 0.0, 0.8759861772184913, nan, nan, 0.814993006993007, 0.823953823953824, nan, nan, 0.8790967539595421, nan, nan, nan, nan, nan, nan, 0.8215167548500882, 0.0, nan, 0.9734145777983135, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28338667442537097, nan, nan, 0.0, nan, nan, 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, 0.2707584392810171, 0.8082334549244398, 0.0, nan, 0.8807458370724898, 0.8880688806888068, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9615506346624172, 0.9882433052871594, 0.9958738184942825, 0.9718932126630028, 0.23206106870229007, 0.9934532160013604, 0.9933833905168223, nan, 0.7786023334628214, nan, 0.9987311188750413, 0.9817825518943243, 0.9405292893250075, 0.8343044672158596, 0.6673860646828085, 0.9654548123501493, 0.9987980732658023, 0.8586906408483171, nan, 0.8554598691009301, 0.9145496535796767, nan, 0.9640976893828604, nan, nan, nan, nan, 0.9436223521869399, nan, nan, nan, nan, nan, 0.8998355939169749, nan, nan, 0.6329198793161247, 0.7169056954189021, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9712268170934621, nan, nan, 0.9954592195151749, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42018196856906537, nan, 0.7503656522764803, 0.9363252930086104, nan, nan, 0.9144432194046307, nan, 0.8894405825885469, nan, nan, 0.8449625891769619, 0.8268172603533159, nan, nan, 0.8888536546694149, nan, nan, nan, nan, nan, nan, 0.9718339244731901, 0.0, nan, 0.9777289181788648, 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, 0.9380400421496312, 0.704162976085031, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.2717113946326441, 0.8139595906586198, nan, nan, 0.8886317907444669, 0.909732372360264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0262        | 36.0  | 720  | 0.1662          | 0.6472   | 0.7706        | 0.9495           | [0.8898166841140929, 0.9811254144324834, 0.9640741861571052, 0.9346731343442936, 0.2667116812964213, 0.9692377852863746, 0.9843688593618415, nan, 0.7499304695203661, nan, 0.8482601760500975, 0.8934785496081817, 0.9144166846665227, 0.7565104166666666, 0.6342411848546818, 0.9092452397338839, 0.9753916185314602, 0.6467636728549925, nan, 0.8165230118718491, 0.4680115273775216, nan, 0.9295264231933009, nan, 0.0, nan, nan, 0.9111395095781563, nan, nan, nan, nan, nan, 0.6521810625766138, nan, nan, 0.5856301359901098, 0.7181011192589734, 0.0, nan, nan, 0.0, 0.0, 0.2657777777777778, nan, nan, nan, 0.8822825586746433, nan, nan, 0.9899323420978001, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3081395348837209, nan, 0.7205276904688123, 0.8578302396828257, nan, nan, 0.8307256014081752, 0.0, 0.899948024948025, nan, nan, 0.81834466929773, 0.8385236447520185, nan, nan, 0.8841804979253112, nan, nan, nan, nan, nan, nan, 0.8091909837497816, 0.0, nan, 0.9742446898797392, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3566453859547301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9301890712653231, 0.7002457002457002, nan, nan, nan, 0.986336464560205, nan, nan, nan, 0.30910683012259194, 0.8206663196251952, 0.0, nan, 0.8878959388342766, 0.8326366006000099, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9604019344200613, 0.9892286184465068, 0.9949434860202261, 0.9693648936445073, 0.28716830243547803, 0.9938570760532245, 0.9929586438310263, nan, 0.7946231229823316, nan, 0.9983139524777945, 0.9764842502540282, 0.9441223114282883, 0.8171589310829818, 0.6449219426897084, 0.9696628663698195, 0.998877187430585, 0.8914246196403873, nan, 0.8647605924905271, 0.9376443418013857, nan, 0.9658891488739397, nan, nan, nan, nan, 0.942170061885884, nan, nan, nan, nan, nan, 0.8965680230168517, nan, nan, 0.6749078109285954, 0.7198978539001238, nan, nan, nan, 0.0, nan, 0.2657777777777778, nan, nan, nan, 0.9725660484558256, nan, nan, 0.9950825179951335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48221670802315963, nan, 0.7679169615475347, 0.9252074870259869, nan, nan, 0.9366041896361632, nan, 0.9170473353194306, nan, nan, 0.8478916536163795, 0.8421662322618013, nan, nan, 0.9009566090587178, nan, nan, nan, nan, nan, nan, 0.9662007093678281, 0.0, nan, 0.9789413839513621, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3852664576802508, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9435194942044257, 0.7573073516386183, nan, nan, nan, 0.9900565746614092, nan, nan, nan, 0.31060272767267927, 0.8273419050118079, nan, nan, 0.8995975855130784, 0.8532836046570234, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0356        | 37.0  | 740  | 0.1642          | 0.6431   | 0.7651        | 0.9505           | [0.8969210298592178, 0.9805351304054157, 0.96303677941938, 0.9276967536229823, 0.23598355037697052, 0.9725177489538007, 0.9832679140666203, nan, 0.7732236312399355, nan, 0.8382121176745272, 0.8858957219251337, 0.9221997514680441, 0.7426369219200402, 0.7509257968050326, 0.9021949718505687, 0.9755221893315263, 0.6461831400380821, nan, 0.8135980436321514, 0.4830917874396135, nan, 0.9302350126653532, nan, 0.0, nan, nan, 0.9179525447738541, nan, nan, nan, nan, nan, 0.6540325736821507, nan, nan, 0.6009732360097324, 0.7115914061494918, 0.0, nan, nan, 0.0, 0.0, 0.2577777777777778, nan, nan, nan, 0.8768020490303695, nan, nan, 0.9892770072734262, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16952856696846708, nan, 0.7072868765475769, 0.864113561724961, nan, nan, 0.8414779499404053, 0.0, 0.8613090956646832, nan, nan, 0.8043849578584829, 0.8094410657399362, nan, nan, 0.8827668890742285, nan, nan, nan, nan, nan, nan, 0.8166550034989503, 0.022857142857142857, nan, 0.973783139209221, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3287988422575977, nan, nan, 0.0, nan, nan, 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, 0.6720067453625632, nan, nan, nan, 0.9857319834251783, nan, nan, nan, 0.343985291542637, 0.8249219562955254, 0.0, nan, 0.8756090285373371, 0.7489768749075489, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]   | [0.9600577670064074, 0.9885373516226715, 0.9956854385617027, 0.9633006189767874, 0.25030897855325335, 0.9928793096118692, 0.9942564809265141, nan, 0.823302479471689, nan, 0.9984356260103249, 0.9618957758745826, 0.9378531073446328, 0.7937177684013127, 0.763465082940815, 0.9683906639917796, 0.9987615590359026, 0.8605348086675888, nan, 0.8709955218739235, 0.9237875288683602, nan, 0.9666934776250365, nan, nan, nan, nan, 0.9495754340516283, nan, nan, nan, nan, nan, 0.8929305384299219, nan, nan, 0.6624203821656051, 0.7133718530747007, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9956424797141141, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4491315136476427, nan, 0.7547062986553432, 0.9358976850862019, 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, 0.9782742377129067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3561128526645768, nan, nan, 0.0, nan, nan, 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, 0.3457105147382314, 0.8320650747835214, nan, nan, 0.8859154929577465, 0.7655864119752028, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0307        | 38.0  | 760  | 0.1636          | 0.6452   | 0.7736        | 0.9497           | [0.8947896870251448, 0.9815833030146196, 0.9637981027728704, 0.9281140861466822, 0.2651900020321073, 0.9679797854272814, 0.9838854450085551, nan, 0.7716405605935697, nan, 0.8373432487605716, 0.8887933884297521, 0.9270299301791904, 0.7738960483723203, 0.7177471863082504, 0.8845411592466893, 0.9754878360466706, 0.6258612401858676, nan, 0.8124460638603893, 0.46681792399319344, nan, 0.9295384399551067, nan, 0.0, nan, nan, 0.912004964601882, nan, nan, nan, nan, nan, 0.6527935557162037, nan, nan, 0.5941943996481455, 0.7142305812128541, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8742052431181797, nan, nan, 0.9856264287592806, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21161290322580645, nan, 0.7149239586623946, 0.845267401619751, nan, nan, 0.8394029850746269, 0.0, 0.8524954272275934, nan, nan, 0.8181463632058389, 0.8386816999132697, nan, nan, 0.8775051017738476, nan, nan, nan, nan, nan, nan, 0.8031319910514542, 0.0, nan, 0.9740129242390118, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32023460410557186, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9255008347245409, 0.6969205834683955, nan, nan, nan, 0.9862066020412521, nan, nan, nan, 0.3902566788894709, 0.839119170984456, 0.0, nan, 0.8856772650254161, 0.7460552268244576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9566326925843542, 0.9881762420878322, 0.9952558001189769, 0.965183017078149, 0.2846237731733915, 0.9934107044169537, 0.9932418082882236, nan, 0.8149705972968266, nan, 0.9981575150788271, 0.9756858760342575, 0.9409505401922886, 0.8486370638269373, 0.729359315679201, 0.9755835005137741, 0.9987798161508524, 0.9004149377593361, nan, 0.8756114364450568, 0.9503464203233256, nan, 0.9689602222872185, nan, nan, nan, nan, 0.942170061885884, nan, nan, nan, nan, nan, 0.9093094944512947, nan, nan, 0.6793496480053637, 0.7160544779199339, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9737023659754068, nan, nan, 0.9920587247126378, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5425971877584781, nan, 0.7474404340646379, 0.9209897179731384, nan, nan, 0.9300992282249173, nan, 0.8639523336643495, nan, nan, 0.8517197378342324, 0.840139009556907, nan, nan, 0.8863167908672903, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.9784598784053464, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34231974921630093, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.934668071654373, 0.7617360496014172, nan, nan, nan, 0.9897994171095491, nan, nan, nan, 0.39331280246370437, 0.8499081605877722, nan, nan, 0.893963782696177, 0.7625623708482435, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0289        | 39.0  | 780  | 0.1727          | 0.6429   | 0.7687        | 0.9487           | [0.8901055696077788, 0.9812310890166545, 0.9631423427341599, 0.9257868377057384, 0.2624762679685381, 0.9690012432656444, 0.9852277678609077, nan, 0.7535351485713561, nan, 0.835013802121168, 0.8895141003574738, 0.9233100572204442, 0.7753698179825896, 0.6581378049158478, 0.9052322783214539, 0.9754800862996357, 0.6151515151515151, nan, 0.814419615347193, 0.481216457960644, nan, 0.9278148018239214, nan, 0.0, nan, nan, 0.9144676057764108, nan, nan, nan, nan, nan, 0.6692753359420026, nan, nan, 0.5761879579965249, 0.7104369306777829, 0.0, nan, nan, 0.0, 0.0, 0.264, nan, nan, nan, 0.8744823308339262, nan, nan, 0.9857436489373551, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1620475113122172, nan, 0.7132467764243966, 0.8626361888485367, nan, nan, 0.8384615384615385, 0.0, 0.877373882399008, nan, nan, 0.8010477070902317, 0.8216044019693021, nan, nan, 0.8760645801766027, nan, nan, nan, nan, nan, nan, 0.8085325993462928, 0.0, nan, 0.9722366672444676, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3498550724637681, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9220289247537204, 0.700081499592502, nan, nan, nan, 0.9859166987714567, nan, nan, nan, 0.37187990923372316, 0.8243383497664764, 0.0, nan, 0.8928465712876171, 0.7682151830139415, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9595642021623895, 0.9887024302671694, 0.9953648621852073, 0.9626842258730083, 0.28142493638676847, 0.9940058665986481, 0.9924347895852113, nan, 0.7959090726427605, nan, 0.9990092298065391, 0.9752503991871099, 0.9436267221726633, 0.8530573973611948, 0.6689928952882056, 0.9663355678426383, 0.9988193732332438, 0.8891194098662978, nan, 0.8650017223561832, 0.9318706697459584, nan, 0.967095642000585, nan, nan, nan, nan, 0.9453363164161139, nan, nan, nan, nan, nan, 0.9068639539662967, nan, nan, 0.6392054978209856, 0.7121595130004127, nan, nan, nan, 0.0, nan, 0.264, nan, nan, nan, 0.9726269226086603, nan, nan, 0.9911831482065954, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4739454094292804, nan, 0.7542344892663364, 0.9418258858286848, nan, nan, 0.9253583241455348, nan, 0.8900364117841775, nan, nan, 0.8292732440113683, 0.8216044019693021, nan, nan, 0.8861582368796576, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9761509722931266, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.37836990595611286, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7608503100088574, nan, nan, nan, 0.9871421224069947, nan, nan, nan, 0.3749230092388913, 0.8336394647074259, nan, nan, 0.9103621730382294, 0.785948288896729, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             |
| 0.0446        | 40.0  | 800  | 0.1747          | 0.6421   | 0.7690        | 0.9492           | [0.8913490578273517, 0.980630171897629, 0.962194298412962, 0.9257004604698353, 0.23538737248414668, 0.9699176365635568, 0.9844502313730633, nan, 0.7868619152840718, nan, 0.8428431070637749, 0.8852620517535794, 0.9116699523969803, 0.7615595491928114, 0.6469815664642532, 0.9096860758322345, 0.9755101555580653, 0.5999081304547542, nan, 0.8170524388649143, 0.47463556851311955, nan, 0.928561423168511, nan, 0.0, nan, nan, 0.9172539642587465, nan, nan, nan, nan, nan, 0.6660110989145017, nan, nan, 0.5803344378515836, 0.7131202388305539, 0.0, nan, nan, 0.0, 0.0, 0.2853333333333333, nan, nan, nan, 0.8720642768850433, nan, nan, 0.9851946368534046, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15571030640668523, nan, 0.696662800035692, 0.8644510828976848, nan, nan, 0.836204321417903, 0.0, 0.880031313197208, nan, nan, 0.7934397661476194, 0.819047619047619, nan, nan, 0.8798858032701791, nan, nan, nan, nan, nan, nan, 0.7999316589783018, 0.0, nan, 0.9716451804896653, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.32508731082654246, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9212400502723084, 0.7079288025889967, nan, nan, nan, 0.9855004277159966, nan, nan, nan, 0.32948986722571627, 0.822886866059818, 0.0, nan, 0.8938947781703965, 0.8404642470738665, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.958274957670728, 0.9885218754997498, 0.9959448740828871, 0.963130834049998, 0.24827335514358415, 0.9937295413000042, 0.9919628488232157, nan, 0.8443063239253613, nan, 0.9990439936729764, 0.9782987371171433, 0.9396372286648825, 0.8372513562386981, 0.6596197167567227, 0.9620541175319274, 0.9987433019209527, 0.9031811894882434, nan, 0.8609025146400275, 0.9399538106235565, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9536052125446481, nan, nan, nan, nan, nan, 0.8977599671187834, nan, nan, 0.6311599061347637, 0.7147389599669831, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.973458869364068, nan, nan, 0.9904806507773287, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46236559139784944, nan, 0.7367303609341825, 0.9449163249042741, nan, nan, 0.9259095920617421, nan, 0.8930817610062893, nan, nan, 0.818659010498231, 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, 0.3501567398119122, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9268703898840885, 0.775022143489814, nan, nan, nan, 0.9875278587347849, nan, nan, nan, 0.33189617245930486, 0.8302282865389662, nan, nan, 0.9161971830985915, 0.8613477143289149, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0192        | 41.0  | 820  | 0.1705          | 0.6545   | 0.7674        | 0.9498           | [0.8937981299547436, 0.9808369502907215, 0.9628752946817437, 0.9297970535337375, 0.2395032930845225, 0.9726455158631027, 0.9840046423039305, nan, 0.748012557597853, nan, 0.8367540029112082, 0.8854159826646529, 0.9109434865900383, 0.7618312121586557, 0.7415746027805362, 0.9082258064516129, 0.9754727746015143, 0.623697290363957, nan, 0.8123139333267904, 0.45847362514029183, nan, 0.9267471232107775, nan, 0.0, nan, nan, 0.914525253037721, nan, nan, nan, nan, nan, 0.6765427905325079, nan, nan, 0.5791310805792796, 0.7123224212476837, 0.0, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.8729690882957626, nan, nan, 0.9861642476872938, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22757847533632286, nan, 0.7064567912244716, 0.886571546214576, nan, nan, 0.8357368629000395, 0.0, 0.8784602357845372, nan, nan, 0.7943833464257659, 0.8353552859618717, nan, nan, 0.8778594132666354, nan, nan, nan, nan, nan, nan, 0.8081837016574586, 0.0, nan, 0.9733141606463275, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23319575471698112, nan, nan, 0.0, nan, nan, 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, 0.34161056221036984, 0.8274072151570205, 0.0, nan, 0.8971270609142067, 0.7074651920608275, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9594756703518033, 0.9885734625761554, 0.9955168880957103, 0.9674308218697749, 0.25379861868411485, 0.9931131233261064, 0.9923451208404321, nan, 0.7915288066119245, nan, 0.9992004310719438, 0.9786616344897663, 0.9426355436614134, 0.8258656486504588, 0.7528946580758992, 0.9643538679845378, 0.998877187430585, 0.896726602120793, nan, 0.8553220806062694, 0.9434180138568129, nan, 0.9657794676806084, nan, nan, nan, nan, 0.9433737619552276, nan, nan, nan, nan, nan, 0.9005137690094533, nan, nan, 0.6535367080120684, 0.7139393314073462, nan, nan, nan, 0.0, nan, 0.30133333333333334, nan, nan, nan, 0.9736009090540156, nan, nan, 0.9919976379796581, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5037220843672456, nan, 0.7474876150035386, 0.9625648700655017, nan, nan, 0.9328555678059537, nan, 0.8928831512744124, nan, nan, 0.821153065367438, 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, 0.24796238244514107, nan, nan, 0.0, nan, nan, 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, 0.3437747470303564, 0.8365258462345841, nan, nan, 0.9141851106639839, 0.7221914218033365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0205        | 42.0  | 840  | 0.1684          | 0.6439   | 0.7689        | 0.9508           | [0.8956287427632997, 0.979501155584644, 0.9628629121151222, 0.9295416802691155, 0.23614639840692164, 0.969372319041797, 0.9841974822789732, nan, 0.7762715690208668, nan, 0.8306071727884865, 0.8746228413686846, 0.91282918579367, 0.7511742892459827, 0.7458596948269446, 0.903387159399767, 0.9756013459686337, 0.6348043297252289, nan, 0.8162823042339166, 0.4824242424242424, nan, 0.9294764104717905, nan, 0.0, nan, nan, 0.9181977911646586, nan, nan, nan, nan, nan, 0.685761888449441, nan, nan, 0.5972940103374886, 0.714804045186691, 0.0, nan, nan, 0.0, 0.0, 0.25333333333333335, nan, nan, nan, 0.881067559365056, nan, nan, 0.9876954211990893, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.23185840707964603, nan, 0.6997740663624684, 0.8842687134708823, nan, nan, 0.8338567222767419, 0.0, 0.867058056099152, nan, nan, 0.807703081232493, 0.8370818915801614, nan, nan, 0.883221967007726, nan, nan, nan, nan, nan, nan, 0.8183891910861555, 0.005714285714285714, nan, 0.9733681492307958, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23010943507837917, nan, nan, 0.0, nan, nan, 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, 0.6941467436108821, nan, nan, nan, 0.98643211778805, nan, nan, nan, 0.3559751726549524, 0.8312159709618875, 0.0, nan, 0.8835453100158982, 0.7487670151903728, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]        | [0.9559875170147073, 0.9882175117489567, 0.9959861854716108, 0.9668734843927052, 0.2500181752090149, 0.9943247034816988, 0.9914248363545408, nan, 0.8292098107242843, nan, 0.9991656672055066, 0.9888227609232109, 0.9362176628010704, 0.8140111178085861, 0.7577151498920903, 0.967681166511719, 0.9986763591661367, 0.8787459658828953, nan, 0.8693420599379952, 0.9191685912240185, nan, 0.9709344837671834, nan, nan, nan, nan, 0.9572293964490848, nan, nan, nan, nan, nan, 0.9050760378133991, nan, nan, 0.6585652028159571, 0.7165187783739166, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9719775983117568, nan, nan, 0.9937691532360696, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5417700578990902, nan, 0.7452701108752064, 0.9763066337538144, nan, nan, 0.9368246968026461, nan, 0.8799735187024165, nan, nan, 0.836233397134737, 0.8407182160440196, nan, nan, 0.8941916389197189, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.005714285714285714, nan, 0.9774620596834827, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2438871473354232, nan, nan, 0.0, nan, nan, 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, 0.745792736935341, nan, nan, nan, 0.987785016286645, nan, nan, nan, 0.3582930048394193, 0.8412490160062975, nan, nan, 0.8945674044265594, 0.7651832064916083, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]  |
| 0.0113        | 43.0  | 860  | 0.1748          | 0.6693   | 0.7650        | 0.9486           | [0.8862211345740143, 0.9802405938059893, 0.9624645914968496, 0.9315569154926585, 0.25446611209600434, 0.9718998294438205, 0.9846246791929713, nan, 0.7368594371406135, nan, 0.8552721645189131, 0.8860253131352875, 0.9228232669786388, 0.7635663651918846, 0.6106249515991636, 0.9169138772745322, 0.9756930918303929, 0.6052427485652241, nan, 0.8131707791576148, 0.4744186046511628, nan, 0.9291703209963165, nan, 0.0, nan, nan, 0.9203567694226432, nan, nan, nan, nan, nan, 0.6855078218057651, nan, nan, 0.586451512316807, 0.7150724413906688, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.872596723342992, nan, nan, 0.9822533590413988, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35228758169934643, nan, 0.6971306171627472, 0.8912305391855044, nan, nan, 0.8359065716547902, nan, 0.8664142073648472, nan, nan, 0.7963067222159667, 0.8303030303030303, nan, nan, 0.8799958583557672, nan, nan, nan, nan, nan, nan, 0.808426483233018, 0.0, nan, 0.9716111660050503, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31139460713250217, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9161764705882353, 0.6882690730106645, nan, nan, nan, 0.9752986001113061, nan, nan, nan, 0.32428884026258203, 0.8319916904700078, 0.0, nan, 0.8896103896103896, 0.7911741528762806, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9610139105607384, 0.9878409260911957, 0.9960258444047855, 0.9708745031022659, 0.271319520174482, 0.9932194022871232, 0.9922129774270734, nan, 0.7793122848378498, nan, 0.9990439936729764, 0.9806212803019306, 0.9431063534542571, 0.8368495077355836, 0.6210715354684226, 0.9603660028379899, 0.9983872881794309, 0.8994928538497003, nan, 0.8638994143988977, 0.9422632794457275, nan, 0.9683386955250073, nan, nan, nan, nan, 0.9558556083264644, nan, nan, nan, nan, nan, 0.8870324702013974, nan, nan, 0.6304894401609118, 0.7167509286009079, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9715920620104703, nan, nan, 0.9906537298541045, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7370606275064874, 0.9847032984120196, nan, nan, 0.9312017640573319, nan, 0.8785170473353194, nan, nan, 0.8203700481410591, 0.8331885317115552, nan, nan, 0.8983668939273822, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9754722235113937, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3366771159874608, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.919072708113804, 0.7431355181576617, nan, nan, nan, 0.9764272244128236, nan, nan, nan, 0.3260008798944127, 0.8407242193649961, nan, nan, 0.9096579476861167, 0.8096366110579104, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0423        | 44.0  | 880  | 0.1764          | 0.6578   | 0.7665        | 0.9496           | [0.8891361025821818, 0.9809557442409167, 0.9625992678298758, 0.9313060274379674, 0.24849438817410346, 0.9684308648368721, 0.9849268356659734, nan, 0.7592068345097447, nan, 0.84961350300773, 0.890833167627759, 0.9281714146579011, 0.7731506849315068, 0.6334747074484552, 0.9188847827103896, 0.975609756097561, 0.6026778763817531, nan, 0.8113170668143467, 0.45278851463279957, nan, 0.9283737872578894, nan, 0.0, nan, nan, 0.9202117626347095, nan, nan, nan, nan, nan, 0.6884574644680884, nan, nan, 0.5774994053754063, 0.7136093456501043, 0.0, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.8639576925152447, nan, nan, 0.9842049308965727, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34705882352941175, nan, 0.6983663943990666, 0.8904510734383545, nan, nan, 0.8352104327208062, 0.0, 0.8554075235109718, nan, nan, 0.7808242362697808, 0.8477697841726619, nan, nan, 0.8799208498229536, nan, nan, nan, nan, nan, nan, 0.8204053109713487, 0.0, nan, 0.9722506283040124, 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, 0.6908491343775762, nan, nan, nan, 0.9823645235853095, nan, nan, nan, 0.3275907302142545, 0.8396055022060732, 0.0, nan, 0.8999217374290746, 0.8277118518883254, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9601130993880238, 0.9887488586359345, 0.9958820807720272, 0.9716717540628426, 0.26397673573246094, 0.9937295413000042, 0.9923687178785319, nan, 0.8082863381243889, nan, 0.9991830491387252, 0.9754681376106837, 0.9445931212211319, 0.8505123568414708, 0.6447013973124971, 0.9611488966090913, 0.9985424736565045, 0.8923467035500231, nan, 0.8579056148811575, 0.9468822170900693, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9574387355915793, nan, nan, nan, nan, nan, 0.8949239621866009, nan, nan, 0.6104592691920885, 0.7153580272389599, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9745951868836492, nan, nan, 0.9896559798821026, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4392059553349876, nan, 0.7341825902335456, 0.9811075045190383, nan, nan, 0.9320837927232635, nan, 0.8671300893743793, nan, nan, 0.802766660866539, 0.8531711555169418, nan, nan, 0.8930817610062893, nan, nan, nan, nan, nan, nan, 0.9797621531399958, 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, 0.7422497785651019, nan, nan, nan, 0.9836276358649065, nan, nan, nan, 0.32960844698636166, 0.8488585673051693, nan, nan, 0.9254527162977867, 0.8472355224031047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0414        | 45.0  | 900  | 0.1792          | 0.6436   | 0.7677        | 0.9488           | [0.8882514910394118, 0.9806965815903437, 0.9625221599348378, 0.9285663651572291, 0.25153667531757956, 0.9685805356625409, 0.9851522907961049, nan, 0.765193404960135, nan, 0.8434464951145799, 0.8905569331814222, 0.9102025310444714, 0.7726826875919568, 0.6111610046142888, 0.9009369287020109, 0.9756878579031558, 0.6039463299131808, nan, 0.8006864913033434, 0.4666666666666667, nan, 0.9265497239499616, nan, 0.0, nan, nan, 0.9193780085183598, nan, nan, nan, nan, nan, 0.6873257525921749, nan, nan, 0.5658691701998788, 0.711918058522274, 0.0, nan, nan, 0.0, 0.0, 0.296, nan, nan, nan, 0.875307718959135, nan, nan, 0.9841729239612217, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.26479891549932216, nan, 0.6995565906749676, 0.8808954383990434, nan, nan, 0.8365743468866628, 0.0, 0.8462141503887111, nan, nan, 0.8048033707865169, 0.832564841498559, nan, nan, 0.8793849361480324, nan, nan, nan, nan, nan, nan, 0.8090530697190427, 0.0, nan, 0.9719320545412526, 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, 0.7012244897959183, nan, nan, nan, 0.9839372911847855, nan, nan, nan, 0.35895867912990304, 0.8245841995841996, 0.0, nan, 0.8963378617838157, 0.8300502314586822, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             | [0.9588924670495668, 0.9883206859017679, 0.9958754709498314, 0.9669694497861079, 0.26775717920756087, 0.9946860519491562, 0.9935768862292405, nan, 0.8137784147991374, nan, 0.9993047226712555, 0.9644360574829438, 0.9499207057191, 0.8441497555421607, 0.6217804313237448, 0.9645495914273132, 0.9985333450990296, 0.8819732595666205, nan, 0.8356872201171203, 0.9376443418013857, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9545864897750913, nan, nan, nan, nan, nan, 0.901829017673654, nan, nan, 0.6263828360710694, 0.7135524143623607, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9740067367395804, 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, 0.857530619000331, nan, nan, 0.8308972797401543, 0.8366637706342311, nan, nan, 0.8916547751175942, nan, nan, nan, nan, nan, nan, 0.9732943876486543, 0.0, nan, 0.9759015176126606, 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, 0.7608503100088574, nan, nan, nan, 0.9845276872964169, nan, nan, nan, 0.3615486141663, 0.8325898714248229, nan, nan, 0.9159959758551308, 0.8495035532483242, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  |
| 0.0226        | 46.0  | 920  | 0.1802          | 0.6550   | 0.7666        | 0.9485           | [0.8863347999590709, 0.9805613672520423, 0.9624271595041177, 0.9279355102185763, 0.23780026154587378, 0.9721193458449503, 0.984256619908484, nan, 0.7636636296044258, nan, 0.8355855855855856, 0.8813747228381374, 0.9175305062220611, 0.7673429716923824, 0.6060873742774342, 0.9140954443855566, 0.9756086685097655, 0.6065705128205128, nan, 0.8068967746105618, 0.4572697003329634, nan, 0.927768075445337, nan, 0.0, nan, nan, 0.9153086327251839, nan, nan, nan, nan, nan, 0.681570865098296, nan, nan, 0.5751811594202898, 0.7084127065849766, 0.0, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.8896483647470759, nan, nan, 0.9856549488400365, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3592552026286966, nan, 0.6943686541128058, 0.875301985224607, nan, nan, 0.8318627450980393, 0.0, 0.8380392156862745, nan, nan, 0.814228367528992, 0.8080023028209556, nan, nan, 0.8793498645551157, nan, nan, nan, nan, nan, nan, 0.8084590050268677, 0.0, nan, 0.9728416601192402, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2081353919239905, nan, nan, 0.0, nan, nan, 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, 0.34068241469816274, 0.8139171227521501, 0.0, nan, 0.896283916633897, 0.8383127430230841, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9585947788364707, 0.9888571914963863, 0.9958837332275762, 0.9644595856509591, 0.2511813885859687, 0.9931131233261064, 0.9907829969182268, nan, 0.8117423278367916, nan, 0.999548069736316, 0.980911598200029, 0.9409257607295074, 0.8460250485566941, 0.6160935112399376, 0.9705191564319616, 0.9986185449687955, 0.8725218994928539, nan, 0.8600413365483982, 0.9515011547344111, nan, 0.971117285756069, nan, nan, nan, nan, 0.9589956954638824, nan, nan, nan, nan, nan, 0.8984381422112618, nan, nan, 0.6386188400938653, 0.7098380107304993, nan, nan, nan, 0.0, nan, 0.30933333333333335, nan, nan, nan, 0.9692585528184733, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5425971877584781, nan, 0.7324368954942203, 0.9718167505685241, nan, nan, 0.9355016538037486, nan, 0.848857994041708, nan, nan, 0.8470506351139725, 0.8129163046626122, nan, nan, 0.8921304370804926, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9769051376061633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21974921630094044, nan, nan, 0.0, nan, nan, 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, 0.3426308842938847, 0.8194699553922855, nan, nan, 0.9172032193158953, 0.8584244745728542, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0467        | 47.0  | 940  | 0.1790          | 0.6529   | 0.7599        | 0.9478           | [0.8848834341321821, 0.980220904070362, 0.9625756944078385, 0.9235245367484558, 0.23911849512563504, 0.9708320349018386, 0.9842713370066344, nan, 0.7387094314687269, nan, 0.8382112873134329, 0.8732512410547354, 0.9178861393358938, 0.76777798020283, 0.6287821159667779, 0.9128705545021505, 0.9755831477941898, 0.6253126563281641, nan, 0.8075470480002582, 0.48849878934624696, nan, 0.9270083248445677, nan, 0.0, nan, nan, 0.9177537144296147, nan, nan, nan, nan, nan, 0.6928434312185681, nan, nan, 0.5828487245095759, 0.709444158517756, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8861965240641712, nan, nan, 0.9833759333427254, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3529761904761905, nan, 0.7055077143882311, 0.8839550029603316, nan, nan, 0.8208069620253164, 0.0, 0.8237798886341303, nan, nan, 0.8119608007370802, 0.803122289679098, nan, nan, 0.8795773174304248, nan, nan, nan, nan, nan, nan, 0.8221399612198131, 0.0, nan, 0.9717638494071968, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2570927171687628, nan, nan, 0.0, nan, nan, 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, 0.9604919226978618, nan, nan, nan, 0.31004901960784315, 0.8235446985446986, 0.0, nan, 0.8959258163164644, 0.7778545006165228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9608069674534931, 0.9888829850345892, 0.9957829334390905, 0.9624553853195094, 0.25321701199563795, 0.9933044254559368, 0.9914295557621607, nan, 0.7786961006255609, nan, 0.9996002155359719, 0.9830889824357671, 0.935672514619883, 0.8467617708124037, 0.6380535295136974, 0.9658462592357, 0.9986428877887287, 0.8644536652835408, nan, 0.8617636927316569, 0.9318706697459584, nan, 0.9648654577361802, nan, nan, nan, nan, 0.9536444636338658, nan, nan, nan, nan, nan, 0.8974928072338677, nan, nan, 0.629986590680523, 0.7111277342137846, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9684468974473439, nan, nan, 0.9949196200405208, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4904880066170389, nan, 0.7421561689077613, 0.9866469707866042, nan, nan, 0.9151047409040793, nan, 0.8325057927838464, nan, nan, 0.8433965547242039, 0.8045178105994787, nan, nan, 0.8886422493525712, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9757100756485821, 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, 0.9606977541573805, nan, nan, nan, 0.31165860096788384, 0.8315402781422199, nan, nan, 0.913682092555332, 0.794869210221259, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.029         | 48.0  | 960  | 0.1755          | 0.6434   | 0.7678        | 0.9485           | [0.8879449684582569, 0.9804285853204154, 0.9626359053834909, 0.9239938217906155, 0.25945982535707035, 0.9715420113915104, 0.9842162222940589, nan, 0.7667399083432733, nan, 0.8451901302826221, 0.8810486500586932, 0.9232334981099156, 0.7665452337583485, 0.6503411042185542, 0.9163375307838855, 0.9756078708837354, 0.6087716510408391, nan, 0.8157197336953009, 0.48492016558249557, nan, 0.927919101438119, nan, 0.0, nan, nan, 0.9156222529197539, nan, nan, nan, nan, nan, 0.6874772795523875, nan, nan, 0.5727833810025591, 0.7125579001544005, 0.0, nan, nan, 0.0, 0.0, 0.27644444444444444, nan, nan, nan, 0.8769151915649197, nan, nan, 0.9833470766879185, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35365183964854474, nan, 0.7008826560329764, 0.8871644076348895, nan, nan, 0.8121194549144679, 0.0, 0.8435885699339567, nan, nan, 0.7985220847562, 0.8238685500144134, nan, nan, 0.8800874362444051, nan, nan, nan, nan, nan, nan, 0.8127586206896552, 0.0, nan, 0.9723377703826955, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25640270827200473, nan, nan, 0.0, nan, nan, 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, 0.3417599720083975, 0.8426645930533956, 0.0, nan, 0.9034079844206426, 0.731743445415494, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9575091575091575, 0.9882175117489567, 0.9956193403397449, 0.9604991676847611, 0.2786623046165031, 0.993431960209157, 0.9914437139850206, nan, 0.8180113324313826, nan, 0.9990787575394136, 0.980548700827406, 0.9440975319655069, 0.8455562253030607, 0.662266261283259, 0.9649410383128639, 0.9985850735913875, 0.8831258644536653, nan, 0.8694454013089907, 0.9468822170900693, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9539453886512017, nan, nan, nan, nan, nan, 0.8938758734073161, nan, nan, 0.6377807576265504, 0.7142488650433347, nan, nan, nan, 0.0, nan, 0.27644444444444444, nan, nan, nan, 0.9720587638488698, nan, nan, 0.9955712118589711, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.532671629445823, nan, 0.7380514272234018, 0.9910396703531653, nan, nan, 0.9264608599779492, nan, 0.8540880503144654, nan, nan, 0.8273302012644278, 0.827686070083985, nan, nan, 0.8937159769568205, nan, nan, nan, nan, nan, nan, 0.9835176298769038, 0.0, nan, 0.9763540168004826, 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, 0.3437747470303564, 0.8530569404355812, nan, nan, 0.933400402414487, 0.7469381583589537, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0698        | 49.0  | 980  | 0.1808          | 0.6531   | 0.7599        | 0.9475           | [0.8836185784214391, 0.9804776229357235, 0.9630158199981781, 0.9264142646391285, 0.25807546145494026, 0.9646736330097487, 0.9843382672543127, nan, 0.7409294896174032, nan, 0.8519413517560376, 0.8865487780647725, 0.9246824177699754, 0.7615597175314707, 0.5901759075087022, 0.9201367745561853, 0.9756803206546302, 0.6028254936586932, nan, 0.8111332007952287, 0.47147147147147145, nan, 0.9274357357988373, nan, 0.0, nan, nan, 0.9204964734820913, nan, nan, nan, nan, nan, 0.6858071335047562, nan, nan, 0.5693828313487431, 0.712462365868094, 0.0, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.877425626352665, nan, nan, 0.9864754305338114, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.36221498371335503, nan, 0.7095677078671798, 0.893418485009757, nan, nan, 0.8244837758112095, 0.0, 0.8723127035830619, nan, nan, 0.8035524475524476, 0.8277553375649164, nan, nan, 0.8793778380917584, nan, nan, nan, nan, nan, nan, 0.8146664344190907, 0.0, nan, 0.9714647296430491, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22842936531149458, nan, nan, 0.0, nan, nan, 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, 0.6935749588138386, nan, nan, nan, 0.9763819955502311, nan, nan, nan, 0.3575672841663754, 0.8322965266977709, 0.0, nan, 0.9054774600096946, 0.7088645123035873, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9602735632947114, 0.9886766367289667, 0.9957449269614648, 0.9642085992374442, 0.27648127953471463, 0.9948773540789865, 0.9939544388388369, nan, 0.7829022276398805, nan, 0.9988701743407902, 0.971548845986355, 0.9397363465160076, 0.8306208559373116, 0.5982923486507349, 0.9611978274697852, 0.9984603166392303, 0.8656062701705856, nan, 0.8713744402342405, 0.9064665127020786, nan, 0.9681924539338989, nan, nan, nan, nan, 0.9596498802841779, nan, nan, nan, nan, nan, 0.8934237566789971, nan, nan, 0.6131411330874958, 0.7141714816343376, nan, nan, nan, 0.0, nan, 0.2088888888888889, nan, nan, nan, 0.9707195324865062, nan, nan, 0.9943494771993769, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7481009672092475, 0.9788722812882661, nan, nan, 0.9244762954796031, nan, 0.8864614366103939, nan, nan, 0.833101328229221, 0.8308717057631045, nan, nan, 0.8904391945457428, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9752575764607602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24482758620689654, nan, nan, 0.0, nan, nan, 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, 0.36005279366476023, 0.8425610076095513, nan, nan, 0.9396378269617707, 0.723048233455975, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0359        | 50.0  | 1000 | 0.1795          | 0.6513   | 0.7613        | 0.9477           | [0.887610523338512, 0.9803519466505746, 0.9621614370829095, 0.9281607662851596, 0.26269927046744124, 0.9710797849149833, 0.9844619275077269, nan, 0.740938965942462, nan, 0.8340297121634169, 0.8857443036312299, 0.9277798165137615, 0.7668191521805429, 0.672318831610867, 0.9065872635589933, 0.9756332500891901, 0.5871698113207547, nan, 0.8127129709244929, 0.4624145785876993, nan, 0.9261970646957862, nan, 0.0, nan, nan, 0.9217452480558801, nan, nan, nan, nan, nan, 0.6871835194212926, nan, nan, 0.5743974042027195, 0.7096815712925065, 0.0, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.8749565757958057, nan, nan, 0.9818888754583183, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3523086654016445, nan, 0.694418291862811, 0.89441973383424, nan, nan, 0.8252693437806072, 0.0, 0.8603650586701435, nan, nan, 0.8020358511144048, 0.8233766233766234, nan, nan, 0.8777458909470389, nan, nan, nan, nan, nan, nan, 0.8153899842959343, 0.0, nan, 0.9701812591034148, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2657159487776484, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.917016806722689, 0.6953376205787781, nan, nan, nan, 0.966551030022699, nan, nan, nan, 0.3123796182805113, 0.8311284046692607, 0.0, nan, 0.9081091694482624, 0.5988871777038104, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9585128869116785, 0.988919095988073, 0.9956342124396854, 0.9635220775769476, 0.2827335514358415, 0.9942184245206819, 0.9921233086822941, nan, 0.7807187922789439, nan, 0.9992525768715996, 0.9790245318623894, 0.9397115670532263, 0.8420065635255509, 0.6845728508640653, 0.9720849439741645, 0.9985546450664711, 0.896726602120793, nan, 0.8790905959352394, 0.9376443418013857, nan, 0.9667300380228137, nan, nan, nan, nan, 0.9599508053015138, nan, nan, nan, nan, nan, 0.8980271270036991, nan, nan, 0.6231143144485417, 0.7111277342137846, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.9710239032506798, nan, nan, 0.9924354262326793, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46071133167907363, nan, 0.7307855626326963, 0.9810297576240549, nan, nan, 0.9289966923925027, nan, 0.8737504137702747, nan, nan, 0.8317382982425613, 0.8262380538662033, nan, nan, 0.8890650599862586, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9737608483779645, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.28620689655172415, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9199157007376185, 0.7661647475642162, nan, nan, nan, 0.9672552717298132, nan, nan, nan, 0.3139463264408271, 0.8407242193649961, nan, nan, 0.9305835010060363, 0.6075802630915781, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0349        | 51.0  | 1020 | 0.1808          | 0.6503   | 0.7595        | 0.9480           | [0.8873321783435316, 0.9809340572182963, 0.9624454678427941, 0.9304442813013147, 0.2530046435400164, 0.9635274007867043, 0.9845870596888366, nan, 0.7469211433768268, nan, 0.8458945943161582, 0.8857518920697598, 0.9256441419543023, 0.7790810745107573, 0.6329665220086795, 0.9061206758579692, 0.9757202882044907, 0.5944838455476753, nan, 0.8157595819946126, 0.4624505928853755, nan, 0.9289661443760493, nan, 0.0, nan, nan, 0.9204141014273761, nan, nan, nan, nan, nan, 0.6899586653464724, nan, nan, 0.5753510629952145, 0.711715653471972, 0.0, nan, nan, 0.0, nan, 0.21333333333333335, nan, nan, nan, 0.8777360564154226, nan, nan, 0.9876129997775396, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33371363377067886, nan, 0.6968211860977475, 0.8899372184584826, nan, nan, 0.8176860148032723, 0.0, 0.8582790091264667, nan, nan, 0.8007176295797942, 0.8225806451612904, nan, nan, 0.8754835337166754, nan, nan, nan, nan, nan, nan, 0.8194444444444444, 0.0, nan, 0.9712722061050174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2448559670781893, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9218357082984073, 0.6786310517529215, nan, nan, nan, 0.9806523414091259, nan, nan, nan, 0.2674601785401715, 0.8316883116883117, 0.0, nan, 0.9084410497453975, 0.6574427008563932, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9590175182320198, 0.9889294134033542, 0.9959647035494745, 0.9683240382237543, 0.2693565976008724, 0.9944734940271224, 0.9918637412631967, nan, 0.7921048048973249, nan, 0.9990439936729764, 0.9768471476266511, 0.9436267221726633, 0.8585493269037573, 0.6433466185667701, 0.9695894700787787, 0.9984329309668055, 0.8695251267865376, nan, 0.8658629004478126, 0.9457274826789839, nan, 0.9710807253582919, nan, nan, nan, nan, 0.9643207599010872, nan, nan, nan, nan, nan, 0.9021783806000822, nan, nan, 0.6146496815286624, 0.7132944696657036, nan, nan, nan, 0.0, nan, 0.21333333333333335, nan, nan, nan, 0.9723631346130434, nan, nan, 0.9943800205658667, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4838709677419355, nan, 0.7312101910828025, 0.9753347975665222, nan, nan, 0.9256890848952591, nan, 0.8716319099635882, nan, nan, 0.8283742242329332, 0.8271068635968722, nan, nan, 0.8851540616246498, nan, nan, nan, nan, nan, nan, 0.9724598372626747, 0.0, nan, 0.9750023205086555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.261128526645768, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9270811380400421, 0.7201062887511072, nan, nan, nan, 0.9819132521858391, nan, nan, nan, 0.26889573251209853, 0.8401994227236945, nan, nan, 0.9332997987927565, 0.669371503452447, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0192        | 52.0  | 1040 | 0.1796          | 0.6528   | 0.7603        | 0.9494           | [0.8899502552999531, 0.9816889371088172, 0.9629867067409533, 0.9319522437100349, 0.2512311901504788, 0.9706755830616186, 0.9837809752946574, nan, 0.736783973187081, nan, 0.8322908522283033, 0.8862188956732979, 0.9281923349719959, 0.7781171727045024, 0.7096684097009947, 0.8908697514030066, 0.9755448755101009, 0.5946428571428571, nan, 0.805528007933715, 0.45535219079312256, nan, 0.9275550259357914, nan, 0.0, nan, nan, 0.9192825676526117, nan, nan, nan, nan, nan, 0.6835338615032609, nan, nan, 0.5576967547984275, 0.7126720699858484, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8799228154001654, nan, nan, 0.9886676101900526, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35332893869479237, nan, 0.7110921194674343, 0.889076376554174, nan, nan, 0.826873893370057, 0.0, 0.8473636126337771, nan, nan, 0.8011024988107563, 0.8120127057464626, nan, nan, 0.873729435188096, nan, nan, nan, nan, nan, nan, 0.824780316344464, 0.0, nan, 0.972244525442037, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26573832317957646, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9136735979836169, 0.634417808219178, nan, nan, nan, 0.9822736030828516, nan, nan, nan, 0.27468676071146936, 0.8166189111747851, 0.0, nan, 0.9099684791174153, 0.7560278092796213, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9584365282250479, 0.9895587757355028, 0.9953615572741094, 0.9715204240193998, 0.26703017084696473, 0.9934744717935637, 0.9918920577089164, nan, 0.7773967556561692, nan, 0.9991656672055066, 0.9796777471331107, 0.9404053920111012, 0.8530573973611948, 0.7204902408670584, 0.9670450653226991, 0.9987402590684611, 0.8443983402489627, nan, 0.8673785738890802, 0.9480369515011547, nan, 0.9675709271716876, nan, nan, nan, nan, 0.9555939343983462, nan, nan, nan, nan, nan, 0.9024866420057542, nan, nan, 0.6063526651022461, 0.7144552208006604, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9715717706261922, nan, nan, 0.9957035664470938, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44334160463192723, nan, 0.7458834630809154, 0.9729052070982915, nan, nan, 0.9267916207276736, nan, 0.8596491228070176, nan, nan, 0.8302592657038455, 0.8143643208803939, nan, nan, 0.8813487659214629, nan, nan, nan, nan, nan, nan, 0.9791362403505112, 0.0, nan, 0.9764352346034251, 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, 0.916754478398314, 0.6563330380868024, nan, nan, nan, 0.9832418995371164, nan, nan, nan, 0.27584689837219534, 0.8226187352400944, nan, nan, 0.9293762575452716, 0.772793709994456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0238        | 53.0  | 1060 | 0.1803          | 0.6514   | 0.7608        | 0.9485           | [0.8891267763841602, 0.9816342635770141, 0.9622731583636428, 0.9343044417903656, 0.2515137084155385, 0.9685744491200431, 0.9836848742844552, nan, 0.7382584347958292, nan, 0.8508503174814618, 0.8905007949125596, 0.924279895257492, 0.7673876673040153, 0.6703923569242185, 0.9094209558823529, 0.9756792274438214, 0.6003194888178913, nan, 0.8117778844615139, 0.43020238713025427, nan, 0.9285589213797933, nan, 0.0, nan, nan, 0.9179662465285195, nan, nan, nan, nan, nan, 0.6825039123630673, nan, nan, 0.5685590843629197, 0.7107850707850708, 0.0, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.8774269177229101, nan, nan, 0.9808720566574525, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35274869109947643, nan, 0.6893708549919341, 0.8901669163278408, nan, nan, 0.8365317689171721, 0.0, 0.8720718375845914, nan, nan, 0.7987502451873231, 0.825735718407386, nan, nan, 0.8775149467117235, nan, nan, nan, nan, nan, nan, 0.8084815321477428, 0.0, nan, 0.9721508016755742, 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, 0.9243820695433599, 0.6722129783693843, nan, nan, nan, 0.973107228502912, nan, nan, nan, 0.26856392294220666, 0.8312126720332381, 0.0, nan, 0.9048878440591634, 0.6817282974095313, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9600577670064074, 0.988212353041316, 0.9959167823385551, 0.9701584536284146, 0.2687749909123955, 0.9931768907027165, 0.9902213874114522, nan, 0.7805446532624275, nan, 0.9992178130051624, 0.9756858760342575, 0.9446179006839132, 0.8601567209162145, 0.6831393059121914, 0.9682928022703919, 0.9985363879515212, 0.8662978331028124, nan, 0.8737168446434723, 0.9572748267898383, nan, 0.969398947060544, nan, nan, nan, nan, 0.9557509387552171, nan, nan, nan, nan, nan, 0.8962597616111796, nan, nan, 0.6286456587328193, 0.7122884853487412, nan, nan, nan, 0.0, nan, 0.30666666666666664, nan, nan, nan, 0.9720384724645915, nan, nan, 0.9898697834475316, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7258315640481245, 0.9702229392213648, nan, nan, 0.9275633958103638, nan, 0.8872558755379013, nan, nan, 0.826663186590105, 0.8288444830582102, nan, nan, 0.8920775857512816, nan, nan, nan, nan, nan, nan, 0.9864385562278323, 0.0, nan, 0.9760929595767392, 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, 0.7156775907883083, nan, nan, nan, 0.9739413680781759, nan, nan, nan, 0.26986361636603606, 0.8399370244030439, nan, nan, 0.9293762575452716, 0.6950254523461519, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0614        | 54.0  | 1080 | 0.1883          | 0.6508   | 0.7568        | 0.9468           | [0.8823970964450116, 0.9803439425840262, 0.9614362020265173, 0.9309718341284092, 0.255578231292517, 0.9694794281801772, 0.9841171877556937, nan, 0.7227880128669693, nan, 0.8519407407407408, 0.8870097876023704, 0.9239811721093578, 0.7649544274763084, 0.5657518493193262, 0.9195595764078828, 0.9757069489010286, 0.6017357762777242, nan, 0.8086591731514394, 0.47769953051643194, nan, 0.9278010048132663, nan, 0.0, nan, nan, 0.9173774794326957, nan, nan, nan, nan, nan, 0.6931052029003943, nan, nan, 0.5629134037862085, 0.7063093675187273, 0.0, nan, nan, 0.0, nan, 0.288, nan, nan, nan, 0.8729529895025103, nan, nan, 0.9780371246038533, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33311170212765956, nan, 0.6862028514708537, 0.8923786630845912, nan, nan, 0.8398987341772152, 0.0, 0.8600900959717961, nan, nan, 0.7879364368845121, 0.807315668202765, nan, nan, 0.8743739565943238, nan, nan, nan, nan, nan, nan, 0.8252274317704689, 0.0, nan, 0.9695918803789311, 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, 0.6741479634247715, nan, nan, nan, 0.9529991431019709, nan, nan, nan, 0.3024313451110722, 0.8266286010900596, 0.0, nan, 0.9038480464521208, 0.7810989444608859, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             | [0.9626617088852738, 0.9872218811743282, 0.9961134245488796, 0.9702544190218174, 0.27313704107597236, 0.9931981464949199, 0.9933503546634826, nan, 0.7614965239173241, nan, 0.9995654516695347, 0.9669037596167803, 0.9387947269303202, 0.8487710133279753, 0.5734967469556861, 0.9623721681264373, 0.9983599025070061, 0.8630705394190872, nan, 0.8698587667929728, 0.9399538106235565, nan, 0.9654869844983913, nan, nan, nan, nan, 0.9512370634951787, 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, 0.9897272477372456, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4143920595533499, nan, 0.7175748997405048, 0.9813407452039884, nan, nan, 0.9144432194046307, nan, 0.8721615359152598, nan, nan, 0.8167739690273186, 0.8117578916883869, nan, nan, 0.885788277575181, nan, nan, nan, nan, nan, nan, 0.9841435426663885, 0.0, nan, 0.9731749199424514, 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, 0.9533259043373907, nan, nan, nan, 0.3042674879014518, 0.8357386512726318, nan, nan, 0.923943661971831, 0.7981452547754649, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                              |
| 0.0101        | 55.0  | 1100 | 0.1925          | 0.6495   | 0.7569        | 0.9457           | [0.8778882269595552, 0.9798356141949087, 0.9609857408357853, 0.9302257922597675, 0.23717992723278644, 0.9692355500310752, 0.9843375748502994, nan, 0.7304747512907694, nan, 0.8449803800537895, 0.88692089088626, 0.9238111512547603, 0.7622403333537594, 0.5129070721774006, 0.9182097329487299, 0.9756712706853683, 0.6006616257088847, nan, 0.808262508786504, 0.4936555891238671, nan, 0.9271204188481675, nan, 0.0, nan, nan, 0.9205257431562097, nan, nan, nan, nan, nan, 0.6894120629287537, nan, nan, 0.5656948418529116, 0.7080158566721582, 0.0, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.8743439220204459, nan, nan, 0.9842084604003744, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34055517941773866, nan, 0.6820848072359289, 0.8900991139284838, nan, nan, 0.8285742811501597, 0.0, 0.8464456216074815, nan, nan, 0.7951996410946612, 0.8292050691244239, nan, nan, 0.8769351055512119, nan, nan, nan, nan, nan, nan, 0.803325979976243, 0.0, nan, 0.9699713930707661, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21600463902580458, nan, nan, 0.0, nan, nan, 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, 0.9597858672376873, nan, nan, nan, 0.2797129354104674, 0.8348909657320872, 0.0, nan, 0.8974434322656479, 0.8082549376939369, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9585704325885595, 0.9876552126161354, 0.9962803225593232, 0.9677224090266525, 0.2511813885859687, 0.994452238234919, 0.9930199961300857, nan, 0.7770216870052108, nan, 0.99937425040413, 0.9740165481201916, 0.9377292100307265, 0.8330989217065167, 0.5217788559996219, 0.9656994666536184, 0.9982016741774409, 0.8789764868603043, nan, 0.8714088873579056, 0.9434180138568129, nan, 0.971117285756069, nan, nan, nan, nan, 0.9630647250461201, nan, nan, nan, nan, nan, 0.8942663378545006, nan, nan, 0.6130573248407644, 0.7094768881551795, nan, nan, nan, 0.0, nan, 0.26222222222222225, nan, nan, nan, 0.9701310823424374, nan, nan, 0.9955915741032977, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4160463192721257, nan, 0.7187072422741213, 0.9879686680013217, nan, nan, 0.9149944873208379, nan, 0.8568685865607415, nan, nan, 0.8224580940780697, 0.8337677381986678, nan, nan, 0.8891707626446805, nan, nan, nan, nan, nan, nan, 0.9876903818068016, 0.0, nan, 0.973679630575022, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2335423197492163, nan, nan, 0.0, nan, nan, 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, 0.9605263157894737, nan, nan, nan, 0.28121425428948527, 0.843872999212805, nan, nan, 0.9217303822937626, 0.8270752482233759, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0207        | 56.0  | 1120 | 0.1868          | 0.6532   | 0.7624        | 0.9479           | [0.8853683544446137, 0.9800499772598358, 0.9623255278899739, 0.9324197804068431, 0.2558865440727421, 0.9705057638384048, 0.984628774372868, nan, 0.7213923408572153, nan, 0.8403976898896118, 0.8879756065226038, 0.9227481360953931, 0.7647918188458729, 0.6365961404324576, 0.9138892730373853, 0.9754787017471908, 0.5934065934065934, nan, 0.8104097595519362, 0.46869615163699024, nan, 0.9294171380388575, nan, 0.0, nan, nan, 0.9196748744919914, nan, nan, nan, nan, nan, 0.6895388253843122, nan, nan, 0.56289747169226, 0.7074194212748429, 0.0, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.8708481721055309, nan, nan, 0.9877565463552724, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34903381642512077, nan, 0.6949701083292129, 0.8916893852783396, nan, nan, 0.8226470588235294, 0.0, 0.8658282288544246, nan, nan, 0.7948359302878564, 0.8435432844406098, nan, nan, 0.8721769134253451, nan, nan, nan, nan, nan, nan, 0.8129421915444348, 0.0, nan, 0.9712175757120486, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.24053974772660605, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9159133907925163, 0.6911037891268533, nan, nan, nan, 0.975434391851408, nan, nan, nan, 0.32494539100043685, 0.837094682230869, 0.0, nan, 0.9026941675713017, 0.7442514556399882, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               | [0.9584597678253267, 0.9893627448451614, 0.9952871967744068, 0.9704315859019456, 0.274154852780807, 0.9931768907027165, 0.9930860678367651, nan, 0.762045731584799, nan, 0.9990961394726321, 0.9722746407316011, 0.9415204678362573, 0.8414707655213984, 0.6469856172907575, 0.9700543132553702, 0.9987615590359026, 0.8713692946058091, nan, 0.8672752325180847, 0.9422632794457275, nan, 0.9671687627961392, nan, nan, nan, nan, 0.9563266213970771, nan, nan, nan, nan, nan, 0.8987669543773119, nan, nan, 0.60828025477707, 0.7088062319438713, nan, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.9725254656872692, nan, nan, 0.9946854542307653, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47808105872622003, nan, 0.7294644963434772, 0.9853835837431243, nan, nan, 0.9251378169790518, nan, 0.8796425024826217, nan, nan, 0.8239951278928136, 0.8494063133507095, nan, nan, 0.8817187252259394, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.9750545319534042, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.25705329153605017, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9182297154899894, 0.7431355181576617, nan, nan, nan, 0.9768558203325904, nan, nan, nan, 0.32723273207215137, 0.8467593807399633, nan, nan, 0.9202213279678069, 0.7601935386321254, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                               |
| 0.0274        | 57.0  | 1140 | 0.1834          | 0.6533   | 0.7612        | 0.9486           | [0.8881910948569091, 0.9797623249794093, 0.9614761852346381, 0.9322859738526835, 0.24439124487004105, 0.9669906928645294, 0.9846279946605466, nan, 0.7365626738130151, nan, 0.8481593507930653, 0.8832183908045977, 0.9215872783590644, 0.7679307002665374, 0.6490694789081886, 0.905949656750572, 0.9756108437209219, 0.5977122603512164, nan, 0.805909617612978, 0.47941176470588237, nan, 0.9283759124087592, nan, 0.0, nan, nan, 0.9218342427259095, nan, nan, nan, nan, nan, 0.6859695877096723, nan, nan, 0.5680213400282441, 0.7093992896484275, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8760345711565224, nan, nan, 0.9861972030376265, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3466981132075472, nan, 0.6883869229387461, 0.8905713172528601, nan, nan, 0.8294436238306253, 0.0, 0.8564159436362451, nan, nan, 0.7982149352284491, 0.8336690647482015, nan, nan, 0.872084509988495, nan, nan, nan, nan, nan, nan, 0.8312355965254388, 0.0, nan, 0.9701333826486974, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1905604719764012, nan, nan, 0.0, nan, nan, 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, 0.6897689768976898, nan, nan, nan, 0.9773116438356164, nan, nan, nan, 0.31190975865687304, 0.8356661482633488, 0.0, nan, 0.9007323832145685, 0.7742540073982738, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.960823567167978, 0.988000846028053, 0.9959514839050829, 0.9696454078713769, 0.25976008724100325, 0.9937933086766144, 0.9921280280899142, nan, 0.7805178626445018, nan, 0.9991830491387252, 0.9759761939323559, 0.9363167806521955, 0.8490389123300516, 0.659304651932135, 0.9685863874345549, 0.9985881164438791, 0.855232826187183, nan, 0.8624870823286256, 0.941108545034642, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9571247268778376, nan, nan, nan, nan, nan, 0.8992601726263871, nan, nan, 0.6067717063359035, 0.7109729673957903, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.970780406639341, nan, nan, 0.9929444823408436, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48635235732009924, nan, 0.7232366124085869, 0.9774145270073277, nan, nan, 0.9286659316427784, nan, 0.8691161866931479, nan, nan, 0.8273592019024418, 0.8389805965826818, nan, nan, 0.8813487659214629, nan, nan, nan, nan, nan, nan, 0.9783016899645316, 0.0, nan, 0.9738478674525456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2025078369905956, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9180189673340359, 0.7404782993799823, nan, nan, nan, 0.9784844848277044, nan, nan, nan, 0.31385833699956006, 0.845972185778011, nan, nan, 0.9155935613682092, 0.7911899601834584, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0311        | 58.0  | 1160 | 0.1862          | 0.6519   | 0.7609        | 0.9480           | [0.8874506762066933, 0.9793845020564342, 0.9609628753661623, 0.9319965404547034, 0.23071620596953196, 0.9703879059722569, 0.9838297274515313, nan, 0.7392711731532762, nan, 0.8431432928617514, 0.8837468819745307, 0.9227914245250769, 0.7624635214007782, 0.6390205371248026, 0.9039934166914303, 0.9757002676181981, 0.5987291501191422, nan, 0.8022559041240748, 0.44176060118089105, nan, 0.9276341113482871, nan, 0.0, nan, nan, 0.9227748691099477, nan, nan, nan, nan, nan, 0.6838161838161838, nan, nan, 0.568192469926574, 0.7084395027411011, 0.0, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.8758447647478984, nan, nan, 0.9817052331074968, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3448275862068966, nan, 0.6856091211060239, 0.8865595853095192, nan, nan, 0.8339278636543797, 0.0, 0.84, nan, nan, 0.7938551081512158, 0.8338133640552995, nan, nan, 0.8769801850786846, nan, nan, nan, nan, nan, nan, 0.8161357340720221, 0.0, nan, 0.9690064969596078, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2670157068062827, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208315833683326, 0.6540404040404041, nan, nan, nan, 0.9564826316014906, nan, nan, nan, 0.29190371991247266, 0.8371428571428572, 0.0, nan, 0.9000888537861585, 0.776649245636525, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                             | [0.9597191328309153, 0.9876552126161354, 0.9963645977923193, 0.9704795685986469, 0.24332969829153037, 0.9932831696637333, 0.9914861886536002, nan, 0.7831701338191366, nan, 0.9994437781370044, 0.9771374655247496, 0.936465457428883, 0.8399303462594602, 0.6499629798831109, 0.9675343739296374, 0.9984451023767721, 0.8688335638543108, nan, 0.8624181880812952, 0.9503464203233256, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9592966204812183, nan, nan, nan, nan, nan, 0.9002877106452939, nan, nan, 0.6096211867247737, 0.7099927775484935, nan, nan, nan, 0.0, nan, 0.2853333333333333, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9943087527107238, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46319272125723737, nan, 0.7206416607690493, 0.9773367801123443, nan, nan, 0.9278941565600882, nan, 0.8508440913604767, nan, nan, 0.8227481004582101, 0.838401390095569, nan, nan, 0.886528196184134, nan, nan, nan, nan, nan, nan, 0.9835176298769038, 0.0, nan, 0.9725367800621897, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2877742946708464, nan, nan, 0.0, nan, nan, 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, 0.957097548431339, nan, nan, nan, 0.2934447866256049, 0.8457097874573603, nan, nan, 0.9172032193158953, 0.7939115971977219, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0248        | 59.0  | 1180 | 0.1950          | 0.6512   | 0.7588        | 0.9461           | [0.879527350807559, 0.9795826513911621, 0.9616364817270605, 0.9302595069262091, 0.2602238046795524, 0.9675028978307667, 0.9839582446671686, nan, 0.7262875712858642, nan, 0.8624673648831138, 0.8888594515829912, 0.9181710814914796, 0.7665111711269335, 0.5294518321284271, 0.9146400721938126, 0.9756700184935213, 0.59746233148295, nan, 0.8032452390205985, 0.45535219079312256, nan, 0.9280436990090689, nan, 0.0, nan, nan, 0.9202745181530139, nan, nan, nan, nan, nan, 0.6861515620557854, nan, nan, 0.5690219934487599, 0.7083097358801421, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8773061374494671, nan, nan, 0.9757542292053611, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34951456310679613, nan, 0.690035571164843, 0.889014382775964, nan, nan, 0.8305821883957695, 0.0, 0.8613680781758958, nan, nan, 0.7938655462184874, 0.8482142857142857, nan, nan, 0.877853465758411, nan, nan, nan, nan, nan, nan, 0.8141103233615771, 0.0, nan, 0.9696640447555034, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2804842894205823, nan, nan, 0.0, nan, nan, 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, 0.6791666666666667, nan, nan, nan, 0.9495420696738851, nan, nan, nan, 0.25474919023023723, 0.8375779625779626, 0.0, nan, 0.9037521985538401, 0.7967171094789767, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9605402653741022, 0.988036956981537, 0.9957647564280521, 0.9689145944908483, 0.2789531079607416, 0.9935382391701739, 0.9929020109395869, nan, 0.7693863608964141, nan, 0.9991135214058507, 0.9740165481201916, 0.9439488551888195, 0.8363806844819504, 0.5387766032861261, 0.9670695307530459, 0.9985150879840798, 0.8683725218994929, nan, 0.8543231140199793, 0.9480369515011547, nan, 0.9689967826849956, nan, nan, nan, nan, 0.9614292629953815, nan, nan, nan, nan, nan, 0.8927866831072749, nan, nan, 0.6114649681528662, 0.7097348328518366, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9687715595957956, nan, nan, 0.9895032630496533, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41687344913151364, nan, 0.7230478886529842, 0.9791443954207079, nan, nan, 0.9264608599779492, nan, 0.8753392916252897, nan, nan, 0.821907081955803, 0.8528815522733855, nan, nan, 0.8922361397389145, nan, nan, nan, nan, nan, nan, 0.9822658042979345, 0.0, nan, 0.9733373555483362, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3050156739811912, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9201264488935722, 0.7218777679362267, nan, nan, nan, 0.9509257671866964, nan, nan, nan, 0.25604927408710954, 0.8457097874573603, nan, nan, 0.9304828973843058, 0.8146262789173933, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0075        | 60.0  | 1200 | 0.1923          | 0.6393   | 0.7590        | 0.9470           | [0.8831902040483686, 0.9799385005807142, 0.9614358202146106, 0.9284343218316854, 0.25273456077179157, 0.9638390373560258, 0.9840020968579893, nan, 0.7279065050955736, nan, 0.8512667130609888, 0.8888301038291119, 0.9185486589300332, 0.7640627862945093, 0.6058085501858737, 0.899574448717657, 0.9756760372842552, 0.5977948226270374, nan, 0.8014121800529568, 0.46231721034870643, nan, 0.9287322358238357, nan, 0.0, nan, nan, 0.9194521995019995, nan, nan, nan, nan, nan, 0.6881740805659513, nan, nan, 0.5557267195563429, 0.706544125218824, 0.0, nan, nan, 0.0, 0.0, 0.2408888888888889, nan, nan, nan, 0.8764024311867643, nan, nan, 0.9751311267860373, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3485054347826087, nan, 0.6942735234673254, 0.8963803865400598, nan, nan, 0.8300277667592225, 0.0, 0.8755934187422775, nan, nan, 0.7932297199083133, 0.8419689119170984, nan, nan, 0.8724292723666354, nan, nan, nan, nan, nan, nan, 0.8223626470071967, 0.0, nan, 0.9688674119374342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21219158200290275, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8992427429533025, 0.6938435940099834, nan, nan, nan, 0.9480919953745343, nan, nan, nan, 0.3051573426573427, 0.8455158113011924, 0.0, nan, 0.9051274480858184, 0.7907297830374753, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9594258712083485, 0.988036956981537, 0.9959795756494151, 0.9694054943878699, 0.27044711014176664, 0.9943034476894954, 0.9921846609813536, nan, 0.7692390124978232, nan, 0.9993221046044741, 0.9754681376106837, 0.9453612845673506, 0.8378541289933695, 0.6161250177223964, 0.9671184616137398, 0.9985242165415548, 0.8623789764868603, nan, 0.8445056837754048, 0.9491916859122402, nan, 0.9652676221117286, nan, nan, nan, nan, 0.9565882953251953, nan, nan, nan, nan, nan, 0.8956021372790793, nan, nan, 0.6046765001676165, 0.7079292199752373, nan, nan, nan, 0.0, nan, 0.2408888888888889, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9880473625803036, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42431761786600497, nan, 0.7293229535267752, 0.9853058368481409, nan, nan, 0.9228224917309813, nan, 0.8913604766633565, nan, nan, 0.8229511049243083, 0.8470894874022589, nan, nan, 0.8833571164314783, nan, nan, nan, nan, nan, nan, 0.977467139578552, 0.0, nan, 0.9723859469995824, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22915360501567397, nan, nan, 0.0, nan, nan, 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, 0.9487827875878622, nan, nan, nan, 0.3071711394632644, 0.8559433219627395, nan, nan, 0.925251509054326, 0.8082253918653294, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0128        | 61.0  | 1220 | 0.1924          | 0.6385   | 0.7598        | 0.9471           | [0.884588591238833, 0.9797021341931521, 0.9609723439866104, 0.9285471537807987, 0.2492678607913914, 0.967370163459549, 0.9839360811335495, nan, 0.7343884527728539, nan, 0.8404250654115446, 0.8895982974195265, 0.9182795181881567, 0.7666484550476538, 0.6285519823038965, 0.8929278833168273, 0.9757628025932314, 0.5920264733690513, nan, 0.801448991580184, 0.4601123595505618, nan, 0.9266528562901584, nan, 0.0, nan, nan, 0.9175822096646022, nan, nan, nan, nan, nan, 0.6860358653785439, nan, nan, 0.5484383271572261, 0.7067682722755709, 0.0, nan, nan, 0.0, 0.0, 0.25066666666666665, nan, nan, nan, 0.8742332973250087, nan, nan, 0.97722660880397, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34347826086956523, nan, 0.6821957385337667, 0.8957819002609861, nan, nan, 0.8334662148694439, 0.0, 0.8771348788882395, nan, nan, 0.7908412729457126, 0.8311239193083574, nan, nan, 0.8710704960835509, nan, nan, nan, nan, nan, nan, 0.8200910045502275, 0.0, nan, 0.9686748520162782, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2113868613138686, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9072555205047319, 0.6908646003262643, nan, nan, nan, 0.9523320056533471, nan, nan, nan, 0.3120132995012687, 0.8338094001558037, 0.0, nan, 0.9034298705149748, 0.7734872022488534, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   | [0.9583723426623729, 0.9875004513869186, 0.9962092669707184, 0.9681284164602796, 0.26608505997818976, 0.993772052884411, 0.9926660405585891, nan, 0.7769547104603968, nan, 0.9993916323373485, 0.970823051241109, 0.9464268014669442, 0.845824124305137, 0.6401172041147466, 0.9705680872926554, 0.9983903310319225, 0.8660673121254034, nan, 0.845952462969342, 0.9457274826789839, nan, 0.9649020181339573, nan, nan, nan, nan, 0.9517734950478209, nan, nan, nan, nan, nan, 0.8931154952733251, nan, nan, 0.6077774052966812, 0.7081355757325629, nan, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.9688730165171868, nan, nan, 0.9904093829221857, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7129983486671385, 0.9873466928414546, nan, nan, 0.9220507166482911, nan, 0.8942072161535916, nan, nan, 0.8208630589872977, 0.8352157544164495, nan, nan, 0.8816130225675176, nan, nan, nan, nan, nan, nan, 0.977675777175047, 0.0, nan, 0.9721364923191164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22695924764890282, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9091675447839831, 0.75022143489814, nan, nan, nan, 0.953025887193554, nan, nan, nan, 0.31377034755829303, 0.8425610076095513, nan, nan, 0.9195171026156942, 0.790484350587168, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.02          | 62.0  | 1240 | 0.1989          | 0.6257   | 0.7582        | 0.9453           | [0.8782865140963737, 0.9796386343860367, 0.9610437438819467, 0.9285939777882614, 0.26131979695431473, 0.9680386105184664, 0.9841500177879304, nan, 0.7242165530869201, nan, 0.8509249667011988, 0.8934453557378143, 0.9183766639434859, 0.7711454809086515, 0.5265722977587385, 0.9094212063375262, 0.9757590357146043, 0.5987230646448524, nan, 0.8026093729715695, 0.46292134831460674, nan, 0.9277713402858246, nan, 0.0, nan, nan, 0.9162779000314366, nan, nan, nan, nan, nan, 0.6816520872550105, nan, nan, 0.5544053196312528, 0.706353292488287, 0.0, 0.0, nan, 0.0, 0.0, 0.2737777777777778, nan, nan, nan, 0.8727309251616202, nan, nan, 0.9745773777835812, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3418745785569791, nan, 0.6792179580014482, 0.8904997891185154, nan, nan, 0.830166270783848, 0.0, 0.862836741317754, nan, nan, 0.7861765612304934, 0.824985607369027, nan, nan, 0.8704447109118398, nan, nan, nan, nan, nan, nan, 0.8264144333508495, 0.0, nan, 0.9689812245652978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19884393063583816, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9108681942400673, 0.7075320512820513, nan, nan, nan, 0.9453058077779681, nan, nan, nan, 0.3041196536342167, 0.8412039439543332, 0.0, nan, 0.9037746919616664, 0.789946228602437, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9603786948197824, 0.9873353727424206, 0.9961117720933307, 0.966268164218934, 0.2806979280261723, 0.9933681928325468, 0.9922176968346933, nan, 0.7658633946391974, nan, 0.9994090142705672, 0.972492379155175, 0.9470958469620379, 0.8548657156252093, 0.5344444619480458, 0.9675588393599843, 0.9983538168020228, 0.8646841862609498, nan, 0.851877368239752, 0.9515011547344111, nan, 0.9659988300672712, nan, nan, nan, nan, 0.9533697060093418, nan, nan, nan, nan, nan, 0.88557336621455, nan, nan, 0.6149011062688569, 0.7077744531572431, nan, nan, nan, 0.0, nan, 0.2737777777777778, nan, nan, nan, 0.9697049632725945, nan, nan, 0.9878335590148746, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41935483870967744, nan, 0.7080915310214674, 0.9849171023732239, nan, nan, 0.9248070562293275, nan, 0.8799735187024165, nan, nan, 0.8137869033118729, 0.8300028960324356, nan, nan, 0.8824057925056815, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9724439597159698, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.21567398119122258, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9131717597471022, 0.7821080602302923, nan, nan, nan, 0.945954054517401, nan, nan, nan, 0.3059392872855257, 0.8506953555497245, nan, nan, 0.9297786720321931, 0.807066176099995, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0234        | 63.0  | 1260 | 0.1964          | 0.6494   | 0.7565        | 0.9457           | [0.8785364266008024, 0.9790732512897073, 0.9614330430787197, 0.9288351013285574, 0.2563093622795115, 0.967298225292682, 0.9840438233021982, nan, 0.7315553308475005, nan, 0.8431021844304354, 0.8870086257983802, 0.9237880331926045, 0.7630700103224239, 0.5302905467377618, 0.9033424908424909, 0.9756446352492768, 0.5989921976592978, nan, 0.8032255975127923, 0.47686832740213525, nan, 0.9273637413799138, nan, 0.0, nan, nan, 0.9215615058988553, nan, nan, nan, nan, nan, 0.6851708991293669, nan, nan, 0.5552757888110788, 0.7080019560909068, 0.0, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.8709313538198424, nan, nan, 0.9754776333906192, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34243964421855144, nan, 0.6868196131354026, 0.8919548404302605, nan, nan, 0.8227006647484869, 0.0, 0.8763322069144788, nan, nan, 0.7820717466184995, 0.8289170506912442, nan, nan, 0.873047385194086, nan, nan, nan, nan, nan, nan, 0.8180239624934884, 0.0, nan, 0.9697621194257576, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.218931475029036, nan, nan, 0.0, nan, nan, 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, 0.9499914295509084, nan, nan, nan, 0.2819367831188162, 0.8349792099792099, 0.0, nan, 0.9081954294720253, 0.8097887636023438, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9588825072208758, 0.9878615609217579, 0.9958225923722652, 0.9705164783653403, 0.2746637586332243, 0.9940271223908516, 0.9919109353393962, nan, 0.7752802968400466, nan, 0.9996002155359719, 0.9777181013209464, 0.9434284864704133, 0.8416716897729556, 0.5373745648167111, 0.9653569506287616, 0.9985455165089961, 0.8494698017519594, nan, 0.8543575611436445, 0.9284064665127021, nan, 0.96855805791167, nan, nan, nan, nan, 0.9627376326359723, nan, nan, nan, nan, nan, 0.8943690916563913, nan, nan, 0.5914347971840429, 0.7095542715641766, nan, nan, nan, 0.0, nan, 0.24622222222222223, nan, nan, nan, 0.9713282740148533, nan, nan, 0.9881898982905896, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7203585751356452, 0.9751015568815721, nan, nan, 0.9142227122381478, nan, 0.8927507447864945, nan, nan, 0.809900817817992, 0.8334781349551115, nan, nan, 0.8831985624438454, nan, nan, nan, nan, nan, nan, 0.9828917170874192, 0.0, nan, 0.973430175894556, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.23636363636363636, nan, nan, 0.0, nan, nan, 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, 0.9501542945311161, nan, nan, nan, 0.2833260008798944, 0.8430858042508528, nan, nan, 0.9275653923541247, 0.8288896728995514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0194        | 64.0  | 1280 | 0.1947          | 0.6509   | 0.7569        | 0.9460           | [0.8796722118707693, 0.9799505798932813, 0.9614832306857708, 0.9272929696918124, 0.25571147718798726, 0.967391304347826, 0.9846165373394337, nan, 0.720638308685267, nan, 0.8415885047043502, 0.8889623702136102, 0.922779081867241, 0.7705989110707804, 0.5596053286852589, 0.9075526490293371, 0.975648115114758, 0.5980392156862745, nan, 0.8068362738408552, 0.4808277541083384, nan, 0.9289177793394238, nan, 0.0, nan, nan, 0.92312040700961, nan, nan, nan, nan, nan, 0.6789159250731222, nan, nan, 0.5548114486167584, 0.7067576264641524, 0.0, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.8670535908006075, nan, nan, 0.9743527995183624, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35010197144799454, nan, 0.6911129119394922, 0.88722059558666, nan, nan, 0.8270542865618511, 0.0, 0.8804418453541261, nan, nan, 0.7761840854442766, 0.8182080092192452, nan, nan, 0.8725049639460759, nan, nan, nan, nan, nan, nan, 0.819327731092437, 0.0, nan, 0.9695064154433014, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26948710518690233, nan, nan, 0.0, nan, nan, 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, 0.6762225969645869, nan, nan, nan, 0.9395679753128751, nan, nan, nan, 0.2670753064798599, 0.839968774395004, 0.0, nan, 0.9099320799291268, 0.8300865800865801, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      | [0.9608113940440225, 0.9881401311343482, 0.9957697137946989, 0.9653011283315678, 0.27422755361686657, 0.9931768907027165, 0.9922837685413727, nan, 0.7597819243700856, nan, 0.9997218890685022, 0.975613296559733, 0.9448904747745069, 0.8531243721117139, 0.566455048126152, 0.971032930469247, 0.9985698593289293, 0.8577685569386814, nan, 0.8553909748535997, 0.9122401847575058, nan, 0.966547236033928, nan, nan, nan, nan, 0.9614554303881933, nan, nan, nan, nan, nan, 0.8967940813810111, nan, nan, 0.583221589004358, 0.7081613702022287, nan, nan, nan, 0.0, nan, 0.25333333333333335, nan, nan, nan, 0.9730733330627815, nan, nan, 0.9886276865436109, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.724274593064402, 0.9659079865497872, nan, nan, 0.9221609702315325, nan, 0.8970539556438265, nan, nan, 0.805086711907662, 0.822473211699971, nan, nan, 0.8825114951641034, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9731285097693414, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.29153605015673983, nan, nan, 0.0, nan, nan, 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, 0.7103631532329495, nan, nan, nan, 0.9395679753128751, nan, nan, nan, 0.2683677958644963, 0.847021779060614, nan, nan, 0.929979879275654, 0.8504611662718613, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                      |
| 0.008         | 65.0  | 1300 | 0.2011          | 0.6497   | 0.7567        | 0.9449           | [0.8758462000200087, 0.9805845126671718, 0.9617054686639761, 0.9253214744203531, 0.2524668254508336, 0.9668182757907794, 0.9840565548131905, nan, 0.7178197064989518, nan, 0.8376052194681501, 0.885824931561728, 0.9227640307975401, 0.7665011505389366, 0.5247124650295306, 0.9206463445778098, 0.9756260702054794, 0.5988620199146515, nan, 0.8104913548891277, 0.4756598240469208, nan, 0.9278509386382741, nan, 0.0, nan, nan, 0.9224898491152439, nan, nan, nan, nan, nan, 0.6780005586765573, nan, nan, 0.5605230191042906, 0.7053295571575695, 0.0, nan, nan, 0.0, nan, 0.2728888888888889, nan, nan, nan, 0.8669902560944688, nan, nan, 0.9727942868002281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.333810888252149, nan, 0.6887566495356595, 0.8901434998310721, nan, nan, 0.8288871192514433, 0.0, 0.8725317693059629, nan, nan, 0.7767500349308369, 0.8146439896223696, nan, nan, 0.8718122909698997, nan, nan, nan, nan, nan, nan, 0.81280276816609, 0.0, nan, 0.9705018840881244, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.26440092165898615, nan, nan, 0.0, nan, nan, 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, 0.928295902623007, nan, nan, nan, 0.2794079004992555, 0.8354134165366615, 0.0, nan, 0.8956033123028391, 0.8408420224277002, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9591447827097374, 0.9879750524898503, 0.9958457267499504, 0.9630643964699499, 0.2697201017811705, 0.9940271223908516, 0.9932984411796631, nan, 0.7567813751624182, nan, 0.9997218890685022, 0.9629118885179271, 0.944394885518882, 0.8477663920701896, 0.5318294239039683, 0.9701766404071047, 0.9986185449687955, 0.8734439834024896, nan, 0.857423355149845, 0.9364896073903002, nan, 0.96855805791167, nan, nan, nan, nan, 0.9631039761353377, nan, nan, nan, nan, nan, 0.8978421701602959, nan, nan, 0.5999832383506537, 0.7066394964919521, nan, nan, nan, 0.0, nan, 0.2728888888888889, nan, nan, nan, 0.9713485653991315, nan, nan, 0.99020576047892, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3854425144747725, nan, 0.7208303845246521, 0.972982953993275, nan, nan, 0.9180815876515986, nan, 0.886395233366435, nan, nan, 0.8061017342381532, 0.8184187662901824, nan, nan, 0.8817187252259394, nan, nan, nan, nan, nan, nan, 0.9801794283329857, 0.0, nan, 0.9741727386643152, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2877742946708464, nan, nan, 0.0, nan, nan, 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, 0.928295902623007, nan, nan, nan, 0.28068631764188295, 0.8430858042508528, nan, nan, 0.9139839034205232, 0.8616501184416108, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0182        | 66.0  | 1320 | 0.2009          | 0.6492   | 0.7551        | 0.9454           | [0.8771706997932283, 0.980243402104574, 0.9619384014000844, 0.9254768180014736, 0.2522639068564036, 0.968766192045431, 0.9835516167933365, nan, 0.7174818955660017, nan, 0.8498130606333771, 0.8846331944168817, 0.9226574240147365, 0.7618378444430867, 0.5369768923559851, 0.9279485245592534, 0.9754026998196357, 0.6000638875578981, nan, 0.8125936055219118, 0.4632606199770379, nan, 0.9279943800491746, nan, 0.0, nan, nan, 0.9236250754071988, nan, nan, nan, nan, nan, 0.674899170001713, nan, nan, 0.5608486473696663, 0.7058444902162719, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.8715356966921491, nan, nan, 0.9712583455585162, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33048433048433046, nan, 0.6947420545601872, 0.8857558862175503, nan, nan, 0.8325773611531095, 0.0, 0.8696758202335138, nan, nan, 0.7808517773306506, 0.8271391529818496, nan, nan, 0.8723048812320543, nan, nan, nan, nan, nan, nan, 0.8179447052686489, 0.0, nan, 0.9707282961730065, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2526680126910874, nan, nan, 0.0, nan, nan, 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, 0.9207763828784438, nan, nan, nan, 0.26885676741130093, 0.8220890856994009, 0.0, nan, 0.9060146699266504, 0.8359736298337105, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.961462102851831, 0.988496081961547, 0.9954590521514971, 0.964271345840823, 0.2693565976008724, 0.9935382391701739, 0.9930719096139052, nan, 0.7564732830562737, nan, 0.9995654516695347, 0.9706053128175351, 0.9432798096937258, 0.8351081642220882, 0.5443532506813277, 0.9632284581885795, 0.9988558874631435, 0.8660673121254034, nan, 0.8597313124354117, 0.9318706697459584, nan, 0.9659257092717168, nan, nan, nan, nan, 0.9615339325666287, nan, nan, nan, nan, nan, 0.8906699547883272, nan, nan, 0.5959604425075428, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9692788442027516, nan, nan, 0.9908573522973703, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3837882547559967, nan, 0.7281434300542581, 0.9695815273377519, nan, nan, 0.9106945975744212, nan, 0.8826878517047335, nan, nan, 0.8103358273882025, 0.8314509122502172, nan, nan, 0.8830928597854236, nan, nan, nan, nan, nan, nan, 0.981431253911955, 0.0, nan, 0.9744337958880587, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2746081504702194, nan, nan, 0.0, nan, nan, 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, 0.9210526315789473, nan, nan, nan, 0.2700395952485702, 0.8281290999737602, nan, nan, 0.9319919517102616, 0.8564084471548813, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.025         | 67.0  | 1340 | 0.2064          | 0.6477   | 0.7549        | 0.9443           | [0.8736343509132479, 0.9797403739923892, 0.9612312344883467, 0.9284086842207836, 0.2519567140815354, 0.9647726100855935, 0.9836404549048228, nan, 0.7105353487839916, nan, 0.8528020405439474, 0.8843640683783248, 0.9263893283999902, 0.7624460519117379, 0.4744370243826681, 0.926253202039905, 0.9756241843762913, 0.5981706355464438, nan, 0.8117418099253974, 0.45449469570072587, nan, 0.9277099985976721, nan, 0.0, nan, nan, 0.9201994384498193, nan, nan, nan, nan, nan, 0.68122436099716, nan, nan, 0.5587016034415331, 0.7058263175510414, 0.0, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.869192176252454, nan, nan, 0.9689720298588003, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33488992661774514, nan, 0.681949198342641, 0.8894500859517607, nan, nan, 0.8317888799355359, 0.0, 0.8845753674079855, nan, nan, 0.7796254304190812, 0.8375035950532068, nan, nan, 0.8726161241444171, nan, nan, nan, nan, nan, nan, 0.8190509299495915, 0.0, nan, 0.9692602932931024, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2087308470656259, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.904121110176619, 0.6969943135662063, nan, nan, nan, 0.9216299597223413, nan, nan, nan, 0.2818269314900691, 0.8304732189287571, 0.0, nan, 0.9073275862068966, 0.8354330708661417, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9615672343769021, 0.9881556072572699, 0.9958391169277546, 0.96706910615618, 0.26913849509269355, 0.9942821918972921, 0.9923120849870924, nan, 0.7486638179309606, nan, 0.9995828336027534, 0.972492379155175, 0.9430320150659134, 0.8400642957604983, 0.4812457663164196, 0.9642560062631502, 0.9986611449036785, 0.8743660673121254, nan, 0.8620737168446435, 0.9399538106235565, nan, 0.9674612459783563, nan, nan, nan, nan, 0.9562219518258298, nan, nan, nan, nan, nan, 0.8872996300863132, nan, nan, 0.59864230640295, 0.7071553858852662, nan, nan, nan, 0.0, nan, 0.24, nan, nan, nan, 0.9702528306481069, nan, nan, 0.9872226916850775, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4152191894127378, nan, 0.714413776834159, 0.9755097280802348, nan, nan, 0.9104740904079383, nan, 0.9005627275736511, nan, nan, 0.8076387680528971, 0.8433246452360267, nan, nan, 0.8826700491517362, nan, nan, nan, nan, nan, nan, 0.983100354683914, 0.0, nan, 0.9727746321993781, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2263322884012539, nan, nan, 0.0, nan, nan, 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, 0.7599645704162976, nan, nan, nan, 0.9218669638265043, nan, nan, nan, 0.28341399032116144, 0.8381002361584886, nan, nan, 0.9317907444668008, 0.8556020361876921, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                   |
| 0.0216        | 68.0  | 1360 | 0.2075          | 0.6323   | 0.7528        | 0.9437           | [0.8727015885783229, 0.9791916909881775, 0.9616567231577117, 0.9295598376203222, 0.2598371777476255, 0.9681514153776066, 0.9838791191307359, nan, 0.7153700671464656, nan, 0.8416277674534307, 0.8857538400685608, 0.9287650492075509, 0.7628029054507721, 0.44285891742492467, 0.9185614849187935, 0.9757329193654872, 0.5985005583027596, nan, 0.8101547388781432, 0.44275637547476937, nan, 0.9278686228509402, nan, 0.0, nan, nan, 0.919604438740847, nan, nan, nan, nan, nan, 0.6793434935521688, nan, nan, 0.5550732501356483, 0.7049585500231708, 0.0, nan, nan, 0.0, 0.0, 0.21244444444444444, nan, nan, nan, 0.8695462557467609, nan, nan, 0.9702870387946968, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3400886637112096, nan, 0.6789217892178921, 0.8869634906500445, nan, nan, 0.8251803537899002, 0.0, 0.8742764227642277, nan, nan, 0.7794352243150205, 0.8272884283246977, nan, nan, 0.8740408205877747, nan, nan, nan, nan, nan, nan, 0.8154379878577623, 0.0, nan, 0.9703589405734033, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14675174013921113, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9071969696969697, 0.6946254071661238, nan, nan, nan, 0.9206240356591805, nan, nan, nan, 0.27733520091044384, 0.8343302990897269, 0.0, nan, 0.906548498276711, 0.8365961633054599, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.9605579717362195, 0.9882639401177217, 0.9958969528719678, 0.9677261000033219, 0.27844420210832427, 0.993772052884411, 0.9922696103185128, nan, 0.7549462178345143, nan, 0.9997392710017208, 0.9751778197125853, 0.9424125284963822, 0.8369834572366218, 0.449298193103231, 0.9685863874345549, 0.9983538168020228, 0.8649147072383587, nan, 0.8656906648294868, 0.9422632794457275, nan, 0.96881398069611, nan, nan, nan, nan, 0.9563135377006712, nan, nan, nan, nan, nan, 0.8931565967940813, nan, nan, 0.6001508548441167, 0.706304168386298, nan, nan, nan, 0.0, nan, 0.21244444444444444, nan, nan, nan, 0.9709833204821233, nan, nan, 0.9887600411317335, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7118188251946214, 0.9680071527143385, nan, nan, 0.9206174200661521, nan, 0.8899040052962596, nan, nan, 0.8076677686909112, 0.8323197219808862, nan, nan, 0.8849426563078061, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9740799183180954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.15862068965517243, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9085353003161223, 0.7555358724534986, nan, nan, nan, 0.9206240356591805, nan, nan, nan, 0.27875054993400794, 0.8417738126475991, nan, nan, 0.9261569416498994, 0.8572148581220704, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0315        | 69.0  | 1380 | 0.2052          | 0.6459   | 0.7523        | 0.9446           | [0.8761634242815628, 0.9794756362706228, 0.9610713198289178, 0.9291863075793528, 0.2510739856801909, 0.9667831806242114, 0.9846780613439475, nan, 0.7036094606801613, nan, 0.8350174216027875, 0.8887632978723404, 0.928266438941076, 0.7704878634943523, 0.5249382178771818, 0.9117775983389087, 0.975737063286471, 0.601749837977965, nan, 0.8120928732666882, 0.46775130737943055, nan, 0.9287644313436502, nan, 0.0, nan, nan, 0.9200845719175927, nan, nan, nan, nan, nan, 0.6701693563232497, nan, nan, 0.5551940322196651, 0.7042347792508689, 0.0, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.8698962440717388, nan, nan, 0.9748051948051948, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3264382676147382, nan, 0.6764187999458214, 0.8733578466371555, nan, nan, 0.8289197561706805, 0.0, 0.8681661574465319, nan, nan, 0.7817337028018025, 0.8183914672816374, nan, nan, 0.8688000838003457, nan, nan, nan, nan, nan, nan, 0.8202676864244742, 0.0, nan, 0.9692655406420884, 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, 0.68561872909699, nan, nan, nan, 0.9216098062746443, nan, nan, nan, 0.26389983363978636, 0.8261322228006247, 0.0, nan, 0.9011054086063955, 0.8414862204724409, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9609165255690936, 0.9877016409849004, 0.9962340538039527, 0.9669325400194145, 0.2676844783715013, 0.9935594949623773, 0.9923875955090117, nan, 0.7408007715697963, nan, 0.9997392710017208, 0.9701698359703875, 0.9427346615125384, 0.8588842006563525, 0.5320499692811796, 0.9668982727406175, 0.9982838311947152, 0.8561549100968188, nan, 0.8674819152600758, 0.9295612009237876, nan, 0.9676440479672419, nan, nan, nan, nan, 0.9565359605395717, nan, nan, nan, nan, nan, 0.8978010686395397, nan, nan, 0.5863224941334227, 0.7056335121749897, nan, nan, nan, 0.0, nan, 0.24711111111111111, nan, nan, nan, 0.9714094395519662, nan, nan, 0.9934535384490079, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.41770057899090157, nan, 0.7068648266100496, 0.9510194561604696, nan, nan, 0.9145534729878722, nan, 0.8841443230718306, nan, nan, 0.8099588190940201, 0.8221836084564147, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9845608178593782, 0.0, nan, 0.9727630296561006, 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, 0.7263064658990257, nan, nan, nan, 0.9216098062746443, nan, nan, nan, 0.2652001759788825, 0.8328522697454737, nan, nan, 0.9185110663983903, 0.8618013204979588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0434        | 70.0  | 1400 | 0.2038          | 0.6469   | 0.7543        | 0.9448           | [0.8768945618024792, 0.9787297154926841, 0.9603530543469259, 0.9286808945396753, 0.23333103970274546, 0.9671846227059238, 0.9842219320293376, nan, 0.7147722651484343, nan, 0.8367694344618877, 0.8883572567783095, 0.9272580763314043, 0.7670392418904143, 0.5322590670354601, 0.9132408458206915, 0.9757329765090693, 0.5994189799870885, nan, 0.8114667265898367, 0.4497528830313015, nan, 0.9276990376202975, nan, 0.0, nan, nan, 0.9237427193586772, nan, nan, nan, nan, nan, 0.6714411261351547, nan, nan, 0.571818108910097, 0.7061473510786181, 0.0, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.8702162456841722, nan, nan, 0.9733622316996434, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32849020846494, nan, 0.6739120631341601, 0.8817438497518477, nan, nan, 0.8322207831025207, 0.0, 0.8764686790003245, nan, nan, 0.7838844247837164, 0.8304987027961949, nan, nan, 0.8743406277745861, nan, nan, nan, nan, nan, nan, 0.8220944415403381, 0.0, nan, 0.9682380010868685, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1685589519650655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9092055485498108, 0.6846473029045643, nan, nan, nan, 0.9241846312090173, nan, nan, nan, 0.26230513224732876, 0.8286011982287054, 0.0, nan, 0.906857928866182, 0.8235989362749926, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9596892533448425, 0.9872321985896093, 0.9964273911031793, 0.9662386364055793, 0.2465285350781534, 0.993602006546784, 0.9923970343242516, nan, 0.7534057573037922, nan, 0.9996697432688464, 0.9702424154449122, 0.9409753196550699, 0.8456901748040988, 0.539595771830054, 0.9646963840093947, 0.9984785737541801, 0.8561549100968188, nan, 0.8707543920082673, 0.9457274826789839, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9648833588465413, nan, nan, nan, nan, nan, 0.8949650637073572, nan, nan, 0.5975527991954408, 0.7075680973999174, nan, nan, nan, 0.0, nan, 0.26666666666666666, nan, nan, nan, 0.9717138103161398, nan, nan, 0.9921910793007606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43010752688172044, nan, 0.7050719509318235, 0.9599797858073044, nan, nan, 0.9209481808158765, nan, 0.8938761999337967, nan, nan, 0.8119598631169885, 0.8343469446857805, nan, nan, 0.8847841023201733, nan, nan, nan, nan, nan, nan, 0.9843521802628834, 0.0, nan, 0.9715969740567132, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18150470219435735, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9116965226554268, 0.7307351638618246, nan, nan, nan, 0.924224241385222, nan, nan, nan, 0.2635283765948086, 0.8346890579900289, nan, nan, 0.9285714285714286, 0.842901063454463, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 |
| 0.0056        | 71.0  | 1420 | 0.2062          | 0.6455   | 0.7532        | 0.9442           | [0.874806355081031, 0.9786749969323899, 0.9608153143174077, 0.9294070919168886, 0.24759106129980182, 0.9656126727111258, 0.9838125875042728, nan, 0.7163512759372939, nan, 0.8495575221238938, 0.8858195211786372, 0.9282250006092954, 0.7664634146341464, 0.48087142990334714, 0.9110403984504704, 0.9757316054133299, 0.6011560693641619, nan, 0.8101902612060625, 0.4409406734366649, nan, 0.9273967809657103, nan, 0.0, nan, nan, 0.922880016061435, nan, nan, nan, nan, nan, 0.6714798662372286, nan, nan, 0.5694874851013111, 0.706675935223089, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8698331333842295, nan, nan, 0.9721329153104219, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33118140735958684, nan, 0.6751744316902993, 0.8806814114952402, nan, nan, 0.8312215402890517, 0.0, 0.8753246753246753, nan, nan, 0.7833291348280013, 0.8378456221198156, nan, nan, 0.8736770762733955, nan, nan, nan, nan, nan, nan, 0.8221094979884555, 0.0, nan, 0.9687868488589859, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17592592592592593, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9102375446710111, 0.6775271512113618, nan, nan, nan, 0.9211123966233877, nan, nan, nan, 0.23577877114558682, 0.8330294347486324, 0.0, nan, 0.906695506833153, 0.8278849940921623, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9605037460022354, 0.9874849752639968, 0.9961877850485822, 0.9673200925696949, 0.263395129043984, 0.9937933086766144, 0.9915664185831394, nan, 0.7565670502190133, nan, 0.9995306878030975, 0.9775003628973726, 0.9437506194865696, 0.8418726140245127, 0.48749980308448465, 0.9666291530068014, 0.998420759556839, 0.8630705394190872, nan, 0.8654495349638305, 0.9526558891454965, nan, 0.9690333430827728, nan, nan, nan, nan, 0.9622797032617655, nan, nan, nan, nan, nan, 0.8954582819564324, nan, nan, 0.6006537043245055, 0.7080066033842344, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9912645971839016, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42431761786600497, nan, 0.7076669025713612, 0.9565977958755272, nan, nan, 0.9257993384785006, nan, 0.8924197285666998, nan, nan, 0.8116118554608202, 0.8424558355053576, nan, nan, 0.8856825749167592, nan, nan, nan, nan, nan, nan, 0.9805967035259754, 0.0, nan, 0.9723163317399174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19059561128526645, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9125395152792413, 0.7183348095659876, nan, nan, nan, 0.9213097891308075, nan, nan, nan, 0.23669159700835898, 0.8391498294410916, nan, nan, 0.9277665995975856, 0.8475379265158006, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             |
| 0.0193        | 72.0  | 1440 | 0.2084          | 0.6451   | 0.7505        | 0.9445           | [0.8753311853942832, 0.9790867327624134, 0.9601708963459202, 0.928896340471289, 0.23685655456417296, 0.9658684737918638, 0.9839130434782609, nan, 0.7095457320174993, nan, 0.8464459720034738, 0.8871138804189315, 0.9232726655841795, 0.7622377622377622, 0.5047401467114261, 0.9106771435174486, 0.9757476278408669, 0.5989356555394292, nan, 0.8082984046528252, 0.4707585408222351, nan, 0.9272440392706872, nan, 0.0, nan, nan, 0.9238592702342985, nan, nan, nan, nan, nan, 0.6763168162309793, nan, nan, 0.5642368103101087, 0.7047209637561779, 0.0, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.8731562882678705, nan, nan, 0.9721755648870226, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3248569612205976, nan, 0.6688899905358511, 0.8882128603104212, nan, nan, 0.8353818255087648, 0.0, 0.8568914956011731, nan, nan, 0.786522820648984, 0.8280529953917051, nan, nan, 0.872013384221258, nan, nan, nan, nan, nan, nan, 0.8301253752428042, 0.0, nan, 0.9678974661371165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17883105553940098, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.900105152471083, 0.662751677852349, nan, nan, nan, 0.9269034663010411, nan, nan, nan, 0.2233716139212764, 0.8253719655442443, 0.0, nan, 0.9025377703169745, 0.8387890721142013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9611942941248077, 0.9873044204965772, 0.9963827748033578, 0.9692947650877899, 0.2508905852417303, 0.9936870297155975, 0.9932418082882236, nan, 0.7473644729615688, nan, 0.999548069736316, 0.9713311075627813, 0.9440231935771632, 0.832228249949769, 0.51161801540667, 0.9640602828203748, 0.9984846594591634, 0.8561549100968188, nan, 0.8569410954185326, 0.9387990762124712, nan, 0.9668397192161451, nan, nan, nan, nan, 0.9626722141539428, nan, nan, nan, nan, nan, 0.8905672009864365, nan, nan, 0.587076768354006, 0.7061751960379694, nan, nan, nan, 0.0, nan, 0.25955555555555554, nan, nan, nan, 0.9693803011241426, nan, nan, 0.9899817757913277, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4226633581472291, nan, 0.7002594951639538, 0.9732550681257167, nan, nan, 0.9142227122381478, nan, 0.870506454816286, nan, nan, 0.8161069543529957, 0.8326093252244425, nan, nan, 0.8815073199090957, nan, nan, nan, nan, nan, nan, 0.9808053411224703, 0.0, nan, 0.9712721028449436, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.19278996865203762, nan, nan, 0.0, nan, nan, 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, 0.9271815532316132, nan, nan, nan, 0.22419709634843818, 0.8297034898976646, nan, nan, 0.9195171026156942, 0.8588276800564487, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0156        | 73.0  | 1460 | 0.2037          | 0.6458   | 0.7532        | 0.9450           | [0.8768000517476976, 0.979177530341605, 0.9610262886006199, 0.9276864772968761, 0.24446418808091855, 0.9674034521296411, 0.9839410595252017, nan, 0.7128427311767845, nan, 0.8404132509169553, 0.8857086458744572, 0.9222946859903381, 0.7647852760736197, 0.5323928377645144, 0.9131188462071834, 0.9756910479667714, 0.5974630700064226, nan, 0.808197360722876, 0.4661308840413318, nan, 0.9274859943977591, nan, 0.0, nan, nan, 0.9221465226283233, nan, nan, nan, nan, nan, 0.6790291748926702, nan, nan, 0.5665583128518196, 0.7041680611693226, 0.0, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.8730448764800468, nan, nan, 0.9730844931112688, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35969084423305586, nan, 0.6736424318960852, 0.8910437734247931, nan, nan, 0.8272095332671301, 0.0, 0.8555048859934853, nan, nan, 0.7855788005578801, 0.8262748487467588, nan, nan, 0.8718552225534808, nan, nan, nan, nan, nan, nan, 0.8245027283928886, 0.0, nan, 0.9698360314643887, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12618483412322276, nan, nan, 0.0, nan, nan, 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, 0.6805324459234608, nan, nan, nan, 0.9248671352648723, nan, nan, nan, 0.2373312291776258, 0.8258148631029987, 0.0, nan, 0.9066771560625431, 0.8347684889041972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.960038953996658, 0.9880627505197398, 0.9960142772159429, 0.9667516821626171, 0.2600508905852417, 0.9935594949623773, 0.9926896375966888, nan, 0.7515438093579628, nan, 0.9996697432688464, 0.9769923065757004, 0.9461542273763505, 0.8349072399705311, 0.5409978102994691, 0.9665557567157607, 0.9985455165089961, 0.8577685569386814, nan, 0.8565277299345505, 0.9376443418013857, nan, 0.9684483767183387, nan, nan, nan, nan, 0.9615993510486582, nan, nan, nan, nan, nan, 0.8906083025071928, nan, nan, 0.5988937311431445, 0.7055303342963268, nan, nan, nan, 0.0, nan, 0.25422222222222224, nan, nan, nan, 0.9695223408140904, nan, nan, 0.9916107553374532, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.7046945034206181, 0.979630313514354, nan, nan, 0.918412348401323, nan, 0.8693809996689837, nan, nan, 0.8167449683893045, 0.8305821025195482, nan, nan, 0.8809788066169865, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9734649835243886, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1335423197492163, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.901791359325606, 0.7245349867139061, nan, nan, nan, 0.9248671352648723, nan, nan, nan, 0.2381874175098988, 0.8310154815009184, nan, nan, 0.9275653923541247, 0.8550476286477496, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.033         | 74.0  | 1480 | 0.2052          | 0.6327   | 0.7524        | 0.9446           | [0.8757827093018914, 0.9793694780759162, 0.9613600940592401, 0.9265351498328896, 0.2568346787870565, 0.963574930981911, 0.983387149609247, nan, 0.7074120251393095, nan, 0.8482179736826577, 0.8776964436095096, 0.9149375104948785, 0.7656604004653726, 0.5223975645366717, 0.9099910198254623, 0.9756748721607801, 0.5950165589023814, nan, 0.8052891696396426, 0.4683691236215902, nan, 0.9273746933052927, nan, 0.0, nan, nan, 0.9206770826807663, nan, nan, nan, nan, nan, 0.6784274508578393, nan, nan, 0.5656678355116354, 0.7065001930750419, 0.0, nan, nan, 0.0, 0.0, 0.23733333333333334, nan, nan, nan, 0.873214710239014, nan, nan, 0.9728251632189884, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35864978902953587, nan, 0.6848364717542121, 0.8901755564591695, nan, nan, 0.8241758241758241, 0.0, 0.8497392438070405, nan, nan, 0.7883101658013733, 0.8308844713339095, nan, nan, 0.8700653594771242, nan, nan, nan, nan, nan, nan, 0.8251636878428596, 0.0, nan, 0.9688970324728622, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11042036708111308, nan, nan, 0.0, nan, nan, 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, 0.684123025768911, nan, nan, nan, 0.9248468229144351, nan, nan, nan, 0.23746933052926744, 0.8261662757362522, 0.0, nan, 0.9088853941419304, 0.8353184368540211, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.96041078760112, 0.9881452898419888, 0.9957994579945799, 0.9659212124120163, 0.2752453653217012, 0.9941334013518683, 0.9917363172574578, nan, 0.7448327595675994, nan, 0.9994437781370044, 0.9833793003338656, 0.9451134899395381, 0.8374522804902552, 0.5298287622678366, 0.9668738073102706, 0.998597245001354, 0.8697556477639465, nan, 0.8475370306579401, 0.9318706697459584, nan, 0.9673150043872477, nan, nan, nan, nan, 0.9614161792989755, nan, nan, nan, nan, nan, 0.8922729140978216, nan, nan, 0.5948709353000335, 0.7079034255055716, nan, nan, nan, 0.0, nan, 0.23733333333333334, nan, nan, nan, 0.9689135992857433, nan, nan, 0.9906333676097779, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7172446331682001, 0.9786584773270618, nan, nan, 0.9178610804851157, nan, 0.8629592850049652, nan, nan, 0.8190360187924134, 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, 0.11692789968652037, nan, nan, 0.0, nan, nan, 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, 0.9251242928167324, nan, nan, nan, 0.23845138583369996, 0.8318026764628706, nan, nan, 0.930281690140845, 0.8554004334458949, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0308        | 75.0  | 1500 | 0.2072          | 0.6450   | 0.7508        | 0.9443           | [0.8751249606978451, 0.9784159063275878, 0.9609964301601246, 0.9257206797281937, 0.24867039410882313, 0.9666011787819253, 0.983614074489987, nan, 0.7125408720212726, nan, 0.848666440347744, 0.8804965697484483, 0.9207625060709083, 0.7609920391916718, 0.5055468251622038, 0.9109639610539431, 0.9756715375124496, 0.5936446798266731, nan, 0.8066686165545481, 0.4674170616113744, nan, 0.9272306234868952, nan, 0.0, nan, nan, 0.9225806451612903, nan, nan, nan, nan, nan, 0.6748132535722035, nan, nan, 0.5690625502492362, 0.7046238607692704, 0.0, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.870528233151184, nan, nan, 0.9739392849291524, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32451165721487085, nan, 0.6802069275753486, 0.8891646135030221, nan, nan, 0.8294141092068553, 0.0, 0.8475040783034258, nan, nan, 0.7850018160990193, 0.8361175115207373, nan, nan, 0.8692263430454569, nan, nan, nan, nan, nan, nan, 0.8304062444562711, 0.0, nan, 0.9687574060265548, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20890311318009894, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.887578947368421, 0.6894254787676936, nan, nan, nan, 0.9254198080877313, nan, nan, nan, 0.24597056762438682, 0.8168058455114823, 0.0, nan, 0.9034768048852556, 0.8197932053175776, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.961009483970209, 0.988000846028053, 0.9959944477493555, 0.9649320306646342, 0.26513994910941474, 0.9934957275857671, 0.9921044310518143, nan, 0.7502042784616827, nan, 0.9994263962037858, 0.9780809986935695, 0.9395628902765388, 0.8322952247002879, 0.5118543140251106, 0.9659685863874345, 0.9985789878864042, 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, 0.7059688402806439, nan, nan, nan, 0.0, nan, 0.21955555555555556, nan, nan, nan, 0.9697658374254292, nan, nan, 0.99231325276672, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.42597187758478083, nan, 0.7134229771172447, 0.9750238099865887, nan, nan, 0.9177508269018743, nan, 0.8598477325388945, nan, nan, 0.8148019256423641, 0.8407182160440196, nan, nan, 0.878230537498018, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9722699215668075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22507836990595612, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8885142255005268, 0.733392382639504, nan, nan, nan, 0.9258957654723127, nan, nan, nan, 0.24707435107787065, 0.8213067436368408, nan, nan, 0.9228370221327968, 0.8391714127312131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0194        | 76.0  | 1520 | 0.2029          | 0.6472   | 0.7569        | 0.9444           | [0.8749415716248591, 0.9790750925111933, 0.9620073286976792, 0.9276207503263523, 0.26816131421261696, 0.9662568447153631, 0.9839334842498465, nan, 0.7144597114908842, nan, 0.8538736838978898, 0.8841567291311755, 0.9200473578659966, 0.7669926210330553, 0.5018537765850177, 0.9097359812007556, 0.9757442215224315, 0.5967358580256694, nan, 0.8048575944263459, 0.4648127128263337, nan, 0.9273420555516686, nan, 0.0, nan, nan, 0.9198912257066587, nan, nan, nan, nan, nan, 0.673350874188476, nan, nan, 0.5756882543188452, 0.705746061167748, 0.0, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.8685108545705366, nan, nan, 0.9724324810767031, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3446291560102302, nan, 0.6902195968796501, 0.8845209713024282, nan, nan, 0.8168658311473818, 0.0, 0.8576925585338812, nan, nan, 0.7818359647897164, 0.8444700460829493, nan, nan, 0.8718549773402094, nan, nan, nan, nan, nan, nan, 0.8151757744517926, 0.0, nan, 0.9703654047306708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18521739130434783, nan, nan, 0.0, nan, nan, 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, 0.9317140041982607, nan, nan, nan, 0.2513144058885384, 0.8251237946312223, 0.0, nan, 0.911778962675715, 0.820145654955221, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9590817037946947, 0.9881917182107538, 0.9956209927952938, 0.9651903990314877, 0.28956743002544527, 0.9939633550142414, 0.9907688386953669, nan, 0.7543300336222255, nan, 0.9994437781370044, 0.9793874292350123, 0.9435523837843196, 0.8562721853861094, 0.5096331070117677, 0.9660909135391692, 0.9984633594917219, 0.8681420009220839, nan, 0.8595590768170858, 0.9457274826789839, nan, 0.9691795846738812, nan, nan, nan, nan, 0.9648441077573235, nan, nan, nan, nan, nan, 0.8888203863542951, nan, nan, 0.6116325846463292, 0.7071295914156005, nan, nan, nan, 0.0, nan, 0.25155555555555553, nan, nan, nan, 0.9709021549450103, nan, nan, 0.990134492623777, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7221986317527719, 0.9735077455344128, nan, nan, 0.9270121278941565, nan, 0.8706388613042039, nan, nan, 0.8113798503567079, 0.8491167101071532, nan, nan, 0.8845726970033296, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9741089246762891, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20031347962382445, nan, nan, 0.0, nan, nan, 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, 0.9321532659009086, nan, nan, nan, 0.2523537175538935, 0.8307530831802676, nan, nan, 0.9461770623742455, 0.8400282243838516, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0312        | 77.0  | 1540 | 0.2064          | 0.6462   | 0.7539        | 0.9441           | [0.8738710246015159, 0.9790583677078701, 0.9612390365742595, 0.9272680262663899, 0.25351443123938877, 0.966070173988511, 0.9841457188757278, nan, 0.7063142624452815, nan, 0.8489621778027104, 0.8836554208974778, 0.9221286612147832, 0.769910968445279, 0.4866325944107001, 0.8979953634256103, 0.9757104160657951, 0.5936911487758946, nan, 0.804090072044713, 0.4671240708976558, nan, 0.9275819743994389, nan, 0.0, nan, nan, 0.9223617271884319, nan, nan, nan, nan, nan, 0.6795727006702118, nan, nan, 0.5698649836222737, 0.7041967044284243, 0.0, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.8711811884797667, nan, nan, 0.9738238238238238, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33784655061250807, nan, 0.683808921798808, 0.8925904348286637, nan, nan, 0.8262032085561497, 0.0, 0.8643559841031989, nan, nan, 0.7882008368200837, 0.8396660909614277, nan, nan, 0.8717052038206587, nan, nan, nan, nan, nan, nan, 0.8258565877781703, 0.0, nan, 0.9690005375629325, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.22486926205694363, nan, nan, 0.0, nan, nan, 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, 0.23637637988435256, 0.8150470219435737, 0.0, nan, 0.9093132459401291, 0.8227505414451664, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9601285924548765, 0.9881091788885048, 0.9958837332275762, 0.9663087649622967, 0.2713922210105416, 0.9937507970922076, 0.9916513679202986, nan, 0.7435066239802821, nan, 0.9995828336027534, 0.9790245318623894, 0.9416195856873822, 0.8513830285982185, 0.49348603475165015, 0.9666291530068014, 0.9985059594266049, 0.872060857538036, nan, 0.8573544609025147, 0.9434180138568129, nan, 0.9670225212050307, nan, nan, nan, nan, 0.9630908924389319, nan, nan, nan, nan, nan, 0.8876900945334978, nan, nan, 0.5978042239356353, 0.7055045398266612, nan, nan, nan, 0.0, nan, 0.23466666666666666, nan, nan, nan, 0.9697861288097074, nan, nan, 0.9904704696551654, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4334160463192721, nan, 0.714555319650861, 0.9827013158661976, nan, nan, 0.919845644983462, nan, 0.8783184376034425, nan, nan, 0.819471028362624, 0.8447726614538082, nan, nan, 0.8826700491517362, nan, nan, nan, nan, nan, nan, 0.9755894012100981, 0.0, nan, 0.9725251775189121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2426332288401254, nan, nan, 0.0, nan, nan, 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, 0.2373955125384954, 0.8186827604303333, nan, nan, 0.9351106639839034, 0.842447457285419, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0356        | 78.0  | 1560 | 0.2084          | 0.6456   | 0.7534        | 0.9440           | [0.874255402014981, 0.9803678720943325, 0.9608547790747174, 0.9274472155331841, 0.2558376323649199, 0.9664861065167053, 0.9838662845153797, nan, 0.7074436951266064, nan, 0.8534283170080142, 0.8881818784383907, 0.9201806501473216, 0.773955773955774, 0.4881949733434882, 0.9062241236544301, 0.9756914816125205, 0.5955639452571968, nan, 0.8034185230143368, 0.44408427876823336, nan, 0.9268121781172266, nan, 0.0, nan, nan, 0.9190417027471355, nan, nan, nan, nan, nan, 0.6852201852201852, nan, nan, 0.5610659938500355, 0.7038391224862889, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8656802807220635, nan, nan, 0.9715833967707039, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3414167198468411, nan, 0.6809560454483726, 0.8935107857422083, nan, nan, 0.823009728012706, 0.0, 0.8649616035402837, nan, nan, 0.7775260154414233, 0.8477259643062752, nan, nan, 0.870110855469567, nan, nan, nan, nan, nan, nan, 0.8251414427157001, 0.0, nan, 0.9680833843983767, 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, 0.6889991728701406, nan, nan, nan, 0.935049912171715, nan, nan, nan, 0.2267192290845379, 0.8298538622129437, 0.0, nan, 0.9096215585173655, 0.8065947064912021, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9613558646791275, 0.9881917182107538, 0.9958539890276952, 0.9680804337635782, 0.27400945110868774, 0.9936445181311907, 0.9914673110231204, nan, 0.7447523877138226, nan, 0.9995306878030975, 0.9725649586296995, 0.9441223114282883, 0.8649789029535865, 0.49479355377368894, 0.9639134902382933, 0.998563773623946, 0.8727524204702628, nan, 0.8435756114364451, 0.9491916859122402, nan, 0.9671687627961392, nan, nan, nan, nan, 0.9581452551974984, nan, nan, nan, nan, nan, 0.8940813810110975, nan, nan, 0.5963794837412001, 0.7050918283120099, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9711456515563491, nan, nan, 0.9875586687164659, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4425144747725393, nan, 0.7097428638829912, 0.9773756535598359, nan, nan, 0.9141124586549063, nan, 0.8799073154584575, nan, nan, 0.8060727336001392, 0.8528815522733855, nan, nan, 0.8794461180698695, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.9714867498955772, 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, 0.9354105948911366, nan, nan, nan, 0.2277166739991201, 0.8344266596693781, nan, nan, 0.9406438631790744, 0.8248072173781563, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0293        | 79.0  | 1580 | 0.2077          | 0.6459   | 0.7533        | 0.9443           | [0.874059347276692, 0.9800627766928748, 0.9619029825124518, 0.9276787196248151, 0.26417517064269785, 0.9665439808113808, 0.9840973528338433, nan, 0.7117385971345835, nan, 0.8489474150403024, 0.8874229264735132, 0.9212714884950174, 0.7700133220297929, 0.4895458493609629, 0.9137447567843155, 0.9755847444780326, 0.5963624760689215, nan, 0.7983154870723427, 0.4558740865654862, nan, 0.9279288739542861, nan, 0.0, nan, nan, 0.9178290291396216, nan, nan, nan, nan, nan, 0.6861902203116604, nan, nan, 0.5566962202519832, 0.7046572097932703, 0.0, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.869175855116165, nan, nan, 0.9727986539540101, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.336935791481246, nan, 0.6924780761233161, 0.8903705535342117, nan, nan, 0.8268368059017047, 0.0, 0.8606103989067482, nan, nan, 0.7829457364341085, 0.8457109959700633, nan, nan, 0.8695016194754989, nan, nan, nan, nan, nan, nan, 0.8224841660802252, 0.0, nan, 0.969551948952698, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.17551020408163265, nan, nan, 0.0, nan, nan, 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, 0.9343644231181183, nan, nan, nan, 0.2187061711079944, 0.8299426186750131, 0.0, nan, 0.9105160662122688, 0.8273604410751206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9599205426999989, 0.9889964766026815, 0.9953731244629519, 0.9695752793146595, 0.28418756815703383, 0.9935807507545806, 0.992675479373829, nan, 0.753954964971267, nan, 0.9995654516695347, 0.9714762665118305, 0.9415204678362573, 0.8516509276002947, 0.4972037996817845, 0.9646474531487009, 0.9987098305435448, 0.8616874135546335, nan, 0.842369962108164, 0.9364896073903002, nan, 0.9692161450716584, nan, nan, nan, nan, 0.9564967094503539, nan, nan, nan, nan, nan, 0.8922729140978216, nan, nan, 0.5998994301039222, 0.7060204292199752, nan, nan, nan, 0.0, nan, 0.25066666666666665, nan, nan, nan, 0.9709224463292886, nan, nan, 0.9889127579641828, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7227648030195801, 0.9798246807518125, nan, nan, 0.9144432194046307, nan, 0.8755379013571665, nan, nan, 0.8113508497186938, 0.8508543295684912, nan, nan, 0.8796575233867132, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9731517148558965, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18871473354231974, nan, nan, 0.0, nan, nan, 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, 0.9347248414195097, nan, nan, nan, 0.21953365596128466, 0.8349514563106796, nan, nan, 0.9407444668008048, 0.8470843203467567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0312        | 80.0  | 1600 | 0.2061          | 0.6448   | 0.7520        | 0.9440           | [0.8735410344608643, 0.9801552577309036, 0.9610568750458464, 0.9290407451676557, 0.25656332677565974, 0.9663724862038319, 0.9839055743835456, nan, 0.7061376789521779, nan, 0.8463259209112717, 0.8872360207198832, 0.9254548107792587, 0.7693101773135779, 0.49069421179973943, 0.9068044273649815, 0.9757033134007927, 0.594834416098875, nan, 0.8015133876600699, 0.47380675203725264, nan, 0.9277239158587379, nan, 0.0, nan, nan, 0.9207556612035531, nan, nan, nan, nan, nan, 0.6826783344916915, nan, nan, 0.5670395462423192, 0.7031459170013387, 0.0, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.8709759696842719, nan, nan, 0.9737889117699982, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3416030534351145, nan, 0.677588941762973, 0.8935833670187525, nan, nan, 0.8275034979012592, 0.0, 0.8470764617691154, nan, nan, 0.7843235844576664, 0.8440287769784173, nan, nan, 0.8698515575998328, nan, nan, nan, nan, nan, nan, 0.8258952196154524, 0.0, nan, 0.9689308154288125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1684241359109549, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8905263157894737, 0.6889250814332247, nan, nan, nan, 0.9255784061696658, nan, nan, nan, 0.21364074690979223, 0.8099346405228758, 0.0, nan, 0.9089846033911518, 0.8220843794614286, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.9591879419673982, 0.9880937027655832, 0.995890343049772, 0.9696786266614009, 0.27495456197746276, 0.9938358202610211, 0.9933503546634826, nan, 0.7452882000723347, nan, 0.9995828336027534, 0.9696617796487154, 0.9428833382892259, 0.8485031143258991, 0.4984010460152176, 0.9641092136810686, 0.9984511880817554, 0.8653757491931766, nan, 0.8538064071650017, 0.9399538106235565, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9629077206892491, nan, nan, nan, nan, nan, 0.888183312782573, nan, nan, 0.6032517599731814, 0.7045243499793644, nan, nan, nan, 0.0, nan, 0.24533333333333332, nan, nan, nan, 0.9700702081896027, nan, nan, 0.9917634721699026, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4441687344913151, nan, 0.7054022175041283, 0.9882407821337635, nan, nan, 0.9128996692392503, nan, 0.8603111552466071, nan, nan, 0.8142799141581115, 0.8494063133507095, nan, nan, 0.8795518207282913, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9724439597159698, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18025078369905956, nan, nan, 0.0, nan, nan, 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, 0.9258957654723127, nan, nan, nan, 0.21443026836779586, 0.8129099973760168, nan, nan, 0.938430583501006, 0.8416410463182299, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0316        | 81.0  | 1620 | 0.2077          | 0.6442   | 0.7502        | 0.9442           | [0.8742666410169379, 0.978936877076412, 0.9607207804523525, 0.9267765631244452, 0.24991485593624413, 0.9678013831945997, 0.984330304264573, nan, 0.7015964760401283, nan, 0.843099025141098, 0.8855167873601053, 0.9244212934790546, 0.7728206988272277, 0.5194117464360034, 0.9142691415313225, 0.9757407429434645, 0.5923076923076923, nan, 0.801749177047699, 0.47130434782608693, nan, 0.9271209623680426, nan, 0.0, nan, nan, 0.9211004347117998, nan, nan, nan, nan, nan, 0.6829244967245254, nan, nan, 0.562504954419342, 0.7023144453312051, 0.0, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.8699674053571754, nan, nan, 0.9718078937897389, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32887189292543023, nan, 0.6766494237226609, 0.8952891545087011, nan, nan, 0.8278508771929824, 0.0, 0.8571056571837771, nan, nan, 0.7838403572425342, 0.8303571428571429, nan, nan, 0.8702126547886514, nan, nan, nan, nan, nan, nan, 0.8295111111111111, 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, 0.6848281642917016, nan, nan, nan, 0.9239242242413852, nan, nan, nan, 0.2217741935483871, 0.8246804069919124, 0.0, nan, 0.9086543173576399, 0.8033013057403301, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9606000243462479, 0.9880421156891775, 0.9960770705268028, 0.9672093632696148, 0.26673936750272625, 0.9934744717935637, 0.9922554520956529, nan, 0.7382020816310129, nan, 0.9996697432688464, 0.9762665118304543, 0.9410744375061949, 0.8562052106355904, 0.5268986593991714, 0.9640602828203748, 0.9984390166717888, 0.8520055325034578, nan, 0.8557698932139166, 0.9387990762124712, nan, 0.9664741152383738, nan, nan, nan, nan, 0.9619787782444296, nan, nan, nan, nan, nan, 0.880517879161529, nan, nan, 0.5947033188065706, 0.7036731324803962, nan, nan, nan, 0.0, nan, 0.21688888888888888, nan, nan, nan, 0.9694411752769774, nan, nan, 0.9896865232485924, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4267990074441687, nan, 0.7035621608870016, 0.9899706505471437, nan, nan, 0.9156560088202866, nan, 0.8716319099635882, nan, nan, 0.8144829186242097, 0.8349261511728931, nan, nan, 0.8802388880080334, 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, 0.22261328640563133, 0.829441091577014, nan, nan, 0.9326961770623743, 0.8216823748802984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              |
| 0.0277        | 82.0  | 1640 | 0.2077          | 0.6441   | 0.7520        | 0.9438           | [0.8734197758730358, 0.9791603822300845, 0.9612317800529455, 0.9262379776219223, 0.25389376317758283, 0.9670038685119675, 0.9841094453756333, nan, 0.7083248524323225, nan, 0.8400648563373698, 0.8860492688710315, 0.9268997329448896, 0.7744520672697468, 0.49596042613239877, 0.9186255096097845, 0.9757158703300036, 0.5948399426660296, nan, 0.8053769725306839, 0.44906900328587074, nan, 0.9281889763779527, nan, 0.0, nan, nan, 0.9200514427699185, nan, nan, nan, nan, nan, 0.6815536118801913, nan, nan, 0.5717886114830275, 0.7023840173008599, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8685667604611056, nan, nan, 0.9714436858705633, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3419354838709677, nan, 0.6802915082382763, 0.8929275505174963, nan, nan, 0.8223716744140045, 0.0, 0.8546496483459234, nan, nan, 0.7817898138861028, 0.8349654377880185, nan, nan, 0.8708076481036464, nan, nan, nan, nan, nan, nan, 0.8247568523430593, 0.0, nan, 0.9693627450980392, 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, 0.24443470639789658, 0.8140020898641588, 0.0, nan, 0.9113516676418958, 0.7877502712299044, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]           | [0.9588614809158615, 0.9879595763669285, 0.9960175821270408, 0.9661242161288298, 0.2713922210105416, 0.9935807507545806, 0.9919817264536955, nan, 0.7458508030487723, nan, 0.9996349794024091, 0.976339091304979, 0.9460551095252255, 0.8543299176210568, 0.5038359142393547, 0.9647208494397417, 0.998369031064481, 0.8609958506224067, nan, 0.8544264553909748, 0.9468822170900693, nan, 0.969691430242761, nan, nan, nan, nan, 0.9640852533657809, nan, nan, nan, nan, nan, 0.8903616933826551, nan, nan, 0.608447871270533, 0.7037247214197276, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9708412807921757, nan, nan, 0.9908980767860234, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7090823307383817, 0.9860055589029914, nan, nan, 0.9167585446527012, nan, 0.8688513737173121, nan, nan, 0.8137579026738588, 0.8395598030697944, nan, nan, 0.8809788066169865, nan, nan, nan, nan, nan, nan, 0.9730857500521594, 0.0, nan, 0.9728268436441267, 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, 0.24540255169379674, 0.8176331671477303, nan, nan, 0.9401408450704225, 0.8051005493674714, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0049        | 83.0  | 1660 | 0.2097          | 0.6428   | 0.7506        | 0.9436           | [0.8737081001365938, 0.9796792483727024, 0.9610890163897827, 0.9271138368276248, 0.2652291105121294, 0.967944337454184, 0.9841093657796386, nan, 0.7085455934793683, nan, 0.8444617395262779, 0.886755098000396, 0.9262390388062594, 0.7731478681584518, 0.49581800971401085, 0.9192962013516662, 0.9757055762081784, 0.598334401024984, nan, 0.8055113765458145, 0.4464964693101575, nan, 0.9284863349684653, nan, 0.0, nan, nan, 0.9189233217628852, nan, nan, nan, nan, nan, 0.6810734240969545, nan, nan, 0.5631338546102036, 0.7007466529351184, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.865390178636002, nan, nan, 0.9700114650316535, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3346055979643766, nan, 0.6773289961145749, 0.8916963705641692, nan, nan, 0.8282949216801357, 0.0, 0.8489471282352175, nan, nan, 0.775046783789068, 0.8292050691244239, nan, nan, 0.870728393771554, nan, nan, nan, nan, nan, nan, 0.8250836709529681, 0.0, nan, 0.9691663824547814, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12807737397420868, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8911349757843756, 0.6852003270645952, nan, nan, nan, 0.9162382176520995, nan, nan, nan, 0.23884261288908373, 0.8215031315240083, 0.0, nan, 0.910049809551714, 0.7622267186497557, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.9598519305467946, 0.9876087842473703, 0.9959300019829467, 0.9664047303556994, 0.2861504907306434, 0.9935594949623773, 0.9916844037736383, nan, 0.7452480141454463, nan, 0.9995828336027534, 0.9752503991871099, 0.9474923183665378, 0.8562052106355904, 0.5033475637612439, 0.9650878308949454, 0.998302088309665, 0.8612263715998156, nan, 0.8548742679986221, 0.9491916859122402, nan, 0.96881398069611, nan, nan, nan, nan, 0.9594405411416833, nan, nan, nan, nan, nan, 0.8892725030826141, nan, nan, 0.6096211867247737, 0.7020480808914569, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9712065257091839, nan, nan, 0.9905926431211248, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43507030603804797, nan, 0.7073366359990564, 0.987055141985267, nan, nan, 0.9153252480705623, nan, 0.8620986428334988, nan, nan, 0.8047387042514935, 0.8337677381986678, nan, nan, 0.8807145499709318, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9726354016800483, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13699059561128527, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.891886195995785, 0.7422497785651019, nan, nan, nan, 0.9165523744213955, nan, nan, nan, 0.23968323801143862, 0.8260299134085541, nan, nan, 0.9374245472837022, 0.77843858676478, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.0281        | 84.0  | 1680 | 0.2072          | 0.6444   | 0.7525        | 0.9439           | [0.873889743362618, 0.979693094629156, 0.9608547338405771, 0.927295697193391, 0.26186778310486863, 0.9674502338285809, 0.9840758959943781, nan, 0.7107697390155269, nan, 0.8542607558830521, 0.8859556494192186, 0.9237777616665458, 0.7738037699371677, 0.48689190866219906, 0.92187719544752, 0.9755672006016056, 0.5937749401436552, nan, 0.8058524504692388, 0.43927233814874267, nan, 0.9279711464388263, nan, 0.0, nan, nan, 0.9197805922002285, nan, nan, nan, nan, nan, 0.6821644173330383, nan, nan, 0.5653360361765164, 0.7042090359119578, 0.0, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.8646309513054476, nan, nan, 0.9699675729608381, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3465527760829774, nan, 0.6794206560483689, 0.890165263046619, nan, nan, 0.8264429798282404, 0.0, 0.8606376057254391, nan, nan, 0.7719730941704036, 0.8453341013824884, 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, 0.12138216184288246, nan, nan, 0.0, nan, nan, 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, 0.9214821160848148, nan, nan, nan, 0.24859796705222573, 0.8255541069100392, 0.0, nan, 0.9069926650366749, 0.8000591686800453, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9607671281387293, 0.988047274396818, 0.9956094256064512, 0.9671761444795908, 0.2819338422391858, 0.993772052884411, 0.9913162899792818, nan, 0.7493201880701378, nan, 0.9994959239366602, 0.97430686601829, 0.9471949648131629, 0.8578126046480476, 0.49444698246664254, 0.963106131036845, 0.9987037448385615, 0.8575380359612724, nan, 0.851877368239752, 0.9480369515011547, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9587471052321702, nan, nan, nan, nan, nan, 0.8870941224825318, nan, nan, 0.6076935970499497, 0.7056077177053239, nan, nan, nan, 0.0, nan, 0.2551111111111111, nan, nan, nan, 0.9710036118664015, nan, nan, 0.9897577911037354, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46980976013234077, nan, 0.7104505779665016, 0.982021030535093, nan, nan, 0.9124586549062844, nan, 0.8757365110890434, nan, nan, 0.7987935734586161, 0.8499855198378222, 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, 0.12884012539184952, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8956796628029505, 0.7511071744906997, nan, nan, nan, 0.9219955426024344, nan, nan, nan, 0.24962604487461504, 0.8307530831802676, nan, nan, 0.9329979879275654, 0.8178015221007006, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                   |
| 0.0377        | 85.0  | 1700 | 0.2057          | 0.6449   | 0.7527        | 0.9445           | [0.8757669331157579, 0.9792689161554192, 0.9614370573233363, 0.9266455754305931, 0.26420818445358324, 0.9675476540348118, 0.9838542861020503, nan, 0.7158424140821459, nan, 0.8467246786518839, 0.8855465400092354, 0.9199874565804709, 0.7694087560129087, 0.5247230185170838, 0.9181988304093567, 0.9755988811571285, 0.5941269841269842, nan, 0.8005020047592659, 0.43793659322944656, nan, 0.9270366741321389, nan, 0.0, nan, nan, 0.921385224936055, nan, nan, nan, nan, nan, 0.6817988098432592, nan, nan, 0.5602864788288997, 0.7040002059308073, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8608404932235684, nan, nan, 0.9704654414702357, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33779477374123645, nan, 0.6834243422537118, 0.889721702938168, nan, nan, 0.8248204309656824, 0.0, 0.8543145555193749, nan, nan, 0.7680858816604536, 0.8378456221198156, nan, nan, 0.869235595524417, nan, nan, nan, nan, nan, nan, 0.8202108963093145, 0.0, nan, 0.9694943271470433, 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, 0.8909244051379238, 0.6938775510204082, nan, nan, nan, 0.9254070265638389, nan, nan, nan, 0.23413394109396915, 0.8288993218570684, 0.0, nan, 0.910371819960861, 0.8077946393378006, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.959772251917267, 0.9881246550114265, 0.9954772291625356, 0.9686562261239947, 0.28491457651762997, 0.9936870297155975, 0.9921563445356338, nan, 0.7550131943793283, nan, 0.9995828336027534, 0.97430686601829, 0.9450639310139756, 0.8462929475587704, 0.5334520077505946, 0.960341537407643, 0.9986946162810866, 0.8628400184416782, nan, 0.8459180158456769, 0.941108545034642, nan, 0.9685214975138929, nan, nan, nan, nan, 0.9614685140845992, nan, nan, nan, nan, nan, 0.8876695437731196, nan, nan, 0.5966309084813946, 0.7054529508873297, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9717949758532527, nan, nan, 0.9892283727512446, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.43837882547559964, nan, 0.7145081387119604, 0.9805632762541546, nan, nan, 0.9115766262403528, nan, 0.8684541542535584, nan, nan, 0.794704483498637, 0.8424558355053576, nan, nan, 0.8786533481317055, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.9730995034111477, 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, 0.8916754478398314, 0.7528786536758193, nan, nan, nan, 0.925724327104406, nan, nan, nan, 0.2350197976242851, 0.8339018630280767, nan, nan, 0.9360160965794768, 0.826319237941636, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0209        | 86.0  | 1720 | 0.2077          | 0.6334   | 0.7532        | 0.9445           | [0.8759771313654247, 0.9790521293080964, 0.9606126286934625, 0.926910064095992, 0.2520745476805877, 0.9669768403639372, 0.9836245103499273, nan, 0.7130282361010555, nan, 0.8523151716369242, 0.8846939447848718, 0.9153628335573046, 0.7695435785384802, 0.5225564492383034, 0.9174874558632224, 0.9756993173330796, 0.5943889681407513, nan, 0.8019542265066562, 0.4379679144385027, nan, 0.9270323212536729, nan, 0.0, nan, nan, 0.9227884458603519, nan, nan, nan, nan, nan, 0.6846578768261606, nan, nan, 0.5643800732134331, 0.7048585184994465, 0.0, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.8658064282611843, nan, nan, 0.9706654685237881, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3414167198468411, nan, 0.6749310048409718, 0.8917141604559404, nan, nan, 0.8258551307847083, 0.0, 0.8556170628459785, nan, nan, 0.776294803995635, 0.8448474381116868, nan, nan, 0.8688962160464752, nan, nan, nan, nan, nan, nan, 0.822062181626559, 0.0, nan, 0.9680250203781962, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18613457617244392, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8922105263157895, 0.6882690730106645, nan, nan, nan, 0.9248136406477594, nan, nan, nan, 0.2400105152471083, 0.8308133472367049, 0.0, nan, 0.9053324167730531, 0.8047483006600334, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.960214910970198, 0.9875675145862458, 0.996010972304845, 0.9677113360966445, 0.26942929843693203, 0.9939846108064447, 0.9918967771165363, nan, 0.7519590639358097, nan, 0.9995306878030975, 0.9745246044418638, 0.9452126077906631, 0.8491728618310896, 0.5311835410135636, 0.9662866369819445, 0.9985272593940464, 0.8644536652835408, nan, 0.8425077506028247, 0.9457274826789839, nan, 0.9689236618894413, nan, nan, nan, nan, 0.9626067956719132, nan, nan, nan, nan, nan, 0.8889436909165639, nan, nan, 0.5943680858196446, 0.7061494015683037, nan, nan, nan, 0.0, nan, 0.2577777777777778, nan, nan, nan, 0.9707601152550627, nan, nan, 0.9897781533480621, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4425144747725393, nan, 0.7038452465204058, 0.9883574024762386, nan, nan, 0.905071664829107, nan, 0.8697782191327375, nan, nan, 0.8045937010614234, 0.8499855198378222, nan, nan, 0.8774377675598541, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714113333642734, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.20031347962382445, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8931506849315068, 0.7431355181576617, nan, nan, nan, 0.9252100120006858, nan, nan, nan, 0.24100307963044434, 0.8362634479139334, nan, nan, 0.9274647887323944, 0.8234463988710247, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0119        | 87.0  | 1740 | 0.2099          | 0.6436   | 0.7510        | 0.9442           | [0.8746821770005577, 0.9790034167399799, 0.9606564483074049, 0.9272285761820312, 0.25524974515800203, 0.9677259082910672, 0.983409849261282, nan, 0.7101745737300841, nan, 0.8452776389664599, 0.8844584813791289, 0.9163638114034032, 0.7710354025218235, 0.5106478680998248, 0.9165933608037409, 0.9757315332461044, 0.5941843745007189, nan, 0.8022464593846654, 0.43670212765957445, nan, 0.9267490288034158, nan, 0.0, nan, nan, 0.9221969109069517, nan, nan, nan, nan, nan, 0.6828328146474779, nan, nan, 0.5655079150425583, 0.703568302353123, 0.0, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.8677775962533355, nan, nan, 0.9729448595233094, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3365570599613153, nan, 0.6701881659487644, 0.8919861237648048, nan, nan, 0.8267550467008135, 0.0, 0.8510555121188429, nan, nan, 0.781916231244237, 0.8347725964306275, nan, nan, 0.8684554631518385, nan, nan, nan, nan, nan, nan, 0.830051445804506, 0.0, nan, 0.9685742199920222, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11587857559836544, nan, nan, 0.0, nan, nan, 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, 0.9297223174494343, nan, nan, nan, 0.24369085173501578, 0.8183716075156576, 0.0, nan, 0.9067454455933038, 0.8110224586288416, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9597479056693559, 0.9873921185264668, 0.9961167294599775, 0.9668255016960038, 0.2730643402399128, 0.9936232623389873, 0.991717439626978, nan, 0.7487307944757746, nan, 0.9996523613356277, 0.975613296559733, 0.9434532659331946, 0.8518518518518519, 0.5186439609949747, 0.9687087145862896, 0.9984177167043473, 0.8573075149838635, nan, 0.8488115742335515, 0.9480369515011547, nan, 0.9681193331383445, nan, nan, nan, nan, 0.9639805837945337, nan, nan, nan, nan, nan, 0.8882860665844636, nan, nan, 0.5957928260140798, 0.70491126702435, nan, nan, nan, 0.0, nan, 0.24888888888888888, nan, nan, nan, 0.9700296254210462, nan, nan, 0.9903788395556958, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4317617866004963, nan, 0.697381457891012, 0.9895430426247351, nan, nan, 0.9076074972436604, nan, 0.864746772591857, nan, nan, 0.8115538541847921, 0.8398494063133507, nan, nan, 0.877543470218276, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9719624541699541, 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, 0.8861959957850368, 0.7555358724534986, nan, nan, nan, 0.9298817075261443, nan, nan, nan, 0.24469863616366036, 0.8228811335607452, nan, nan, 0.9263581488933602, 0.8299480872939872, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                    |
| 0.046         | 88.0  | 1760 | 0.2084          | 0.6323   | 0.7524        | 0.9440           | [0.873871414265767, 0.9786557628418093, 0.9607035337654452, 0.9266003106677942, 0.2574002574002574, 0.9675783110080537, 0.9836224408601144, nan, 0.7008718040225344, nan, 0.8521087104709404, 0.8835270172674151, 0.9183698120500555, 0.7650539930449637, 0.5075879833654026, 0.9175480100194823, 0.9757004231831821, 0.594109308552528, nan, 0.802283341982356, 0.44299674267100975, nan, 0.9275260836075905, nan, 0.0, nan, nan, 0.9225966290869505, nan, nan, nan, nan, nan, 0.6806172624788528, nan, nan, 0.5691154183616495, 0.7056415274094292, 0.0, 0.0, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.866570083303151, nan, nan, 0.9729694580886545, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34440894568690095, nan, 0.6746493483064989, 0.8915335099012506, nan, nan, 0.8211085950575957, 0.0, 0.8582313102370409, nan, nan, 0.7814317673378076, 0.8406672418751797, nan, nan, 0.8706275451602798, nan, nan, nan, nan, nan, nan, 0.8206254392129304, 0.0, nan, 0.9679502746458514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.18822843822843824, nan, nan, 0.0, nan, nan, 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, 0.9306917969586636, nan, nan, nan, 0.2295958621898834, 0.8244195147404122, 0.0, nan, 0.9075490196078432, 0.8114935736445561, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  | [0.9599249692905282, 0.9877583867689467, 0.9961068147266838, 0.9665671333291502, 0.2762631770265358, 0.9933894486247502, 0.9917693531107975, nan, 0.7365946445554766, nan, 0.9994959239366602, 0.9767019886776019, 0.941991277629101, 0.8398633715089411, 0.5153042738543455, 0.9678768899544943, 0.9983294739820898, 0.8695251267865376, nan, 0.852084050981743, 0.9422632794457275, nan, 0.96855805791167, nan, nan, nan, nan, 0.9647001870968586, nan, nan, nan, nan, nan, 0.8846485819975339, nan, nan, 0.5979718404290982, 0.7068974411886092, nan, nan, nan, 0.0, nan, 0.2248888888888889, nan, nan, nan, 0.9709833204821233, nan, nan, 0.99020576047892, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7057796650153338, 0.9879492312775758, nan, nan, 0.9195148842337376, nan, 0.8724925521350546, nan, nan, 0.8103938286642306, 0.8465102809151462, nan, nan, 0.8813487659214629, nan, nan, nan, nan, nan, nan, 0.9745462132276236, 0.0, nan, 0.971173481227085, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2025078369905956, nan, nan, 0.0, nan, nan, 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, 0.9312103548774215, nan, nan, nan, 0.23044434667839858, 0.8291786932563632, nan, nan, 0.9312877263581489, 0.830552895519379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                        |
| 0.0159        | 89.0  | 1780 | 0.2122          | 0.6190   | 0.7508        | 0.9438           | [0.873990544654888, 0.9787696191921825, 0.9607524688091701, 0.926492735178704, 0.2598957980918871, 0.967005233652593, 0.9835581925719182, nan, 0.7021740516416959, nan, 0.8465546935951599, 0.8842942607323647, 0.9150212326959526, 0.7670826266052823, 0.5202176811684083, 0.9169220767158911, 0.9757007233273056, 0.5936323713927227, nan, 0.8002291325695581, 0.4401939655172414, nan, 0.9272931040521136, nan, 0.0, nan, nan, 0.9215023474178404, nan, nan, nan, nan, nan, 0.680895177500277, nan, nan, 0.5615421077579397, 0.7017638727951591, 0.0, nan, nan, 0.0, 0.0, 0.2328888888888889, nan, nan, nan, 0.8659782608695652, nan, nan, 0.9718433964153399, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.33835530445699935, nan, 0.6708700564971751, 0.8917222027358821, nan, nan, 0.8272673031026253, 0.0, 0.854052645295804, nan, nan, 0.7766311491456218, 0.8377911993097498, nan, nan, 0.8686837017296337, nan, nan, nan, nan, nan, nan, 0.8207910395519776, 0.0, nan, 0.9684556812728734, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1456140350877193, nan, nan, 0.0, nan, nan, 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, 0.6865793780687398, nan, nan, nan, 0.9291713085954237, nan, nan, nan, 0.2264481640522303, 0.8241901776384535, 0.0, nan, 0.9064585787200629, 0.7877188655980272, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                     | [0.9596969998782687, 0.9879389415363663, 0.9961051622711349, 0.9673200925696949, 0.27924391130498, 0.9936232623389873, 0.9912171824192627, nan, 0.737652873963538, nan, 0.9996175974691905, 0.9762665118304543, 0.9450639310139756, 0.8481012658227848, 0.528568502969486, 0.966139844399863, 0.9982199312923907, 0.8725218994928539, nan, 0.8421288322425078, 0.9434180138568129, nan, 0.9680096519450132, nan, nan, nan, nan, 0.9630254739569023, nan, nan, nan, nan, nan, 0.8841142622277024, nan, nan, 0.5957090177673483, 0.7029766817994222, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9699687512682115, nan, nan, 0.9881593549240998, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.445822994210091, nan, 0.7003066761028545, 0.9882796555812552, nan, nan, 0.9171995589856671, nan, 0.8677921218139689, nan, nan, 0.8053477176497883, 0.843614248479583, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9785103275610265, 0.0, nan, 0.9717536083909593, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1561128526645768, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8876712328767123, 0.7431355181576617, nan, nan, nan, 0.9294102520144009, nan, nan, nan, 0.2273647162340519, 0.8278667016531094, nan, nan, 0.9290744466800804, 0.8049493473111234, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                       |
| 0.0119        | 90.0  | 1800 | 0.2117          | 0.6182   | 0.7498        | 0.9437           | [0.8739792691426063, 0.978454794408567, 0.9607266595906763, 0.9261547711678574, 0.25557891880892625, 0.9685757519225587, 0.9834330720460015, nan, 0.7030042590089516, nan, 0.8438233568075117, 0.8834658083163633, 0.9194042820246687, 0.7662093249150073, 0.5168635109581822, 0.9148911533117184, 0.9757211817297654, 0.591827074786999, nan, 0.8025981637038484, 0.4272251308900524, nan, 0.9268796860766589, nan, 0.0, nan, nan, 0.9231155022819599, nan, nan, nan, nan, nan, 0.6797694251421352, nan, nan, 0.5655828707375099, 0.7011020702441034, 0.0, nan, nan, 0.0, 0.0, 0.23022222222222222, nan, nan, nan, 0.8646732150286717, nan, nan, 0.9705770539037176, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3393636930754835, nan, 0.6719866172348313, 0.8921176449856381, nan, nan, 0.8282214698267277, 0.0, 0.8554028528626327, nan, nan, 0.7735928193943461, 0.8317031070195627, nan, nan, 0.8655154369440083, nan, nan, nan, nan, nan, nan, 0.8246387028551286, 0.0, nan, 0.9683583090513852, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.1310466138962181, nan, nan, 0.0, nan, nan, 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, 0.6849427168576104, nan, nan, nan, 0.9237099262815018, nan, nan, nan, 0.22780261197300378, 0.8150470219435737, 0.0, nan, 0.9045369550241118, 0.8065612531402394, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9603355355621217, 0.9879492589516474, 0.9961514310265054, 0.9665228416091182, 0.27393675027262815, 0.9932194022871232, 0.9911699883430631, nan, 0.7384967784281945, nan, 0.9997218890685022, 0.9761213528814051, 0.9438497373376945, 0.8452883263009845, 0.5253233352762331, 0.9665068258550668, 0.998226016997374, 0.8646841862609498, nan, 0.8491560454702033, 0.9422632794457275, nan, 0.9672053231939164, nan, nan, nan, nan, 0.9632740641886146, nan, nan, nan, nan, nan, 0.8845663789560214, nan, nan, 0.5977204156889038, 0.7023318200577796, nan, nan, nan, 0.0, nan, 0.23022222222222222, nan, nan, nan, 0.969928168499655, nan, nan, 0.9877215666710785, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44995864350703063, nan, 0.7012502948808681, 0.9839841396334233, nan, nan, 0.9169790518191842, nan, 0.8694472029129428, nan, nan, 0.8023316512963286, 0.8372429771213438, nan, nan, 0.8741609851487765, nan, nan, nan, nan, nan, nan, 0.9762153139995827, 0.0, nan, 0.9716839931312944, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14012539184952977, nan, nan, 0.0, nan, nan, 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, 0.7413640389725421, nan, nan, nan, 0.9237099262815018, nan, nan, nan, 0.22868455785305764, 0.8186827604303333, nan, nan, 0.9246478873239437, 0.8252608235472002, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]             |
| 0.0133        | 91.0  | 1820 | 0.2147          | 0.6286   | 0.7481        | 0.9432           | [0.8729446274124788, 0.9780672183062621, 0.9606823306323748, 0.9265981771468355, 0.24826128460384564, 0.9675803246107982, 0.9834458937672877, nan, 0.7048389349518138, nan, 0.8474211612142647, 0.8858010429731336, 0.9202038992100113, 0.7661260821850994, 0.48950062034739455, 0.9140501991293878, 0.9757231312788851, 0.5940625496110493, nan, 0.8013238554845441, 0.4252214695153726, nan, 0.9272510852821734, nan, 0.0, nan, nan, 0.9213823437009111, nan, nan, nan, nan, nan, 0.6812969865436856, nan, nan, 0.5575656589700865, 0.7019594716378711, 0.0, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.8643862378351, nan, nan, 0.9701264457362019, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34927627438640657, nan, 0.6761430511543685, 0.8889376723274969, nan, nan, 0.8291779313107039, 0.0, 0.8514032688676174, nan, nan, 0.7737432511819173, 0.8435432844406098, nan, nan, 0.8679363750523231, nan, nan, nan, nan, nan, nan, 0.8224956063268892, 0.0, nan, 0.9681953261410021, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11561032863849766, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8879292184537603, 0.6814814814814815, nan, nan, nan, 0.9205261128486355, nan, nan, nan, 0.21928978518193776, 0.8179205851619644, 0.0, nan, 0.9062653683485787, 0.7800148038490008, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]              | [0.9603443887431803, 0.9878202912606334, 0.9962340538039527, 0.9677482458633379, 0.2647037440930571, 0.9934532160013604, 0.9916702455507784, nan, 0.743586995834059, nan, 0.9995654516695347, 0.973943968645667, 0.9438497373376945, 0.8416047150224365, 0.4972195529230139, 0.9657973283750061, 0.9983081740146483, 0.8626094974642693, nan, 0.84653806407165, 0.9422632794457275, nan, 0.9683386955250073, nan, nan, nan, nan, 0.9592835367848125, nan, nan, nan, nan, nan, 0.886498150431566, nan, nan, 0.5889205497820985, 0.7032088320264135, nan, nan, nan, 0.0, nan, 0.2311111111111111, nan, nan, nan, 0.9696237977354815, nan, nan, 0.9889025768420195, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45905707196029777, nan, 0.7046945034206181, 0.9838286458434566, nan, nan, 0.9130099228224917, nan, 0.8656074147633234, nan, nan, 0.8021286468302302, 0.8494063133507095, nan, nan, 0.8766978489509011, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9714867498955772, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12351097178683386, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8883034773445733, 0.733392382639504, nan, nan, nan, 0.9208811932110407, 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           | [0.8718759921073466, 0.9787020899245092, 0.9610061248760517, 0.926583997199563, 0.25256785252703895, 0.9664296345295188, 0.9833337233519762, nan, 0.7070749281363573, nan, 0.8516017239081175, 0.8845267110203544, 0.921308939749136, 0.764763358778626, 0.46415720578199643, 0.9143300377410915, 0.9757033248081841, 0.595348096224311, nan, 0.8039631757639071, 0.43037974683544306, nan, 0.9275864482710345, nan, 0.0, nan, nan, 0.9215169209518428, nan, nan, nan, nan, nan, 0.6801163613491626, nan, nan, 0.5574726415847912, 0.702134232680277, 0.0, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.8634047627651501, nan, nan, 0.9702874474941882, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35375, nan, 0.6830630630630631, 0.8888067451725898, nan, nan, 0.827662129703763, 0.0, 0.8542032949143713, nan, nan, 0.7706473370462623, 0.844559585492228, nan, nan, 0.8706675727952323, nan, nan, nan, nan, nan, nan, 0.8190243049484176, 0.0, nan, 0.9684231825408296, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10625183445846786, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8938723941882502, 0.6851239669421487, nan, nan, nan, 0.9202004626060138, nan, nan, nan, 0.21010614966225108, 0.8198692810457516, 0.0, nan, 0.9047900068850202, 0.7752614959542136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                            | [0.9603786948197824, 0.9878202912606334, 0.9961299491043691, 0.9672204361996228, 0.26993820428934934, 0.9937507970922076, 0.9915664185831394, nan, 0.7479538665559321, nan, 0.9994785420034417, 0.9745971839163885, 0.9446179006839132, 0.8387248007501172, 0.4714472502717434, 0.966115378969516, 0.9983294739820898, 0.8614568925772246, nan, 0.848329314502239, 0.9422632794457275, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9601470607476024, nan, nan, nan, nan, nan, 0.8888614878750514, nan, nan, 0.5848977539389876, 0.7034925711927362, nan, nan, nan, 0.0, nan, 0.22577777777777777, nan, nan, nan, 0.9696440891197597, nan, nan, 0.9901039492572872, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4681555004135649, nan, 0.715451757489974, 0.9814379288227176, nan, nan, 0.9117971334068358, nan, 0.8684541542535584, nan, nan, 0.7985615683545038, 0.8496959165942659, nan, nan, 0.8802388880080334, nan, nan, nan, nan, nan, nan, 0.9772585019820572, 0.0, nan, 0.9717884160207918, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11347962382445141, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8946259220231823, 0.7342781222320638, nan, nan, nan, 0.9207526144351106, nan, nan, nan, 0.21073471183457984, 0.8228811335607452, nan, nan, 0.9254527162977867, 0.7919459704651983, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]               |
| 0.0151        | 93.0  | 1860 | 0.2154          | 0.6289   | 0.7483        | 0.9430           | [0.8714867136727473, 0.9784095843870539, 0.9608047233902822, 0.9260070516579875, 0.2571293097608887, 0.9673640860081538, 0.9834845378198467, nan, 0.7019217334976058, nan, 0.8532824835282246, 0.8853905941246213, 0.9183338957720677, 0.7669310555216595, 0.46750989369131685, 0.9162067118470388, 0.9757217457504134, 0.5927680404231802, nan, 0.8009846434742917, 0.43007915567282323, nan, 0.9268566221568009, nan, 0.0, nan, nan, 0.9216739678913477, nan, nan, nan, nan, nan, 0.6819456992059341, nan, nan, 0.5560710286354184, 0.7039439810524147, 0.0, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.8647317629592077, nan, nan, 0.9702873356512008, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3478802992518703, nan, 0.6813687869622139, 0.8923693508411117, nan, nan, 0.8256313005289949, 0.0, 0.8573007411259914, nan, nan, 0.7751679731243001, 0.842832469775475, nan, nan, 0.8690239564808034, nan, nan, nan, nan, nan, nan, 0.821749076192152, 0.0, nan, 0.9677258956035061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13505578391074574, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8792413066385669, 0.6900826446280992, nan, nan, nan, 0.9244410177332305, nan, nan, nan, 0.20345523107954047, 0.8247126436781609, 0.0, nan, 0.9063328424153166, 0.7941857600394185, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.960884432787756, 0.9879389415363663, 0.9960291493158834, 0.9674418947997829, 0.2759723736822973, 0.9935807507545806, 0.99150034687646, nan, 0.7402649592112842, nan, 0.9994785420034417, 0.975613296559733, 0.9440479730399445, 0.8418726140245127, 0.47455063879393183, 0.962494495278172, 0.9983720739169727, 0.8653757491931766, nan, 0.8462624870823287, 0.941108545034642, nan, 0.9668762796139222, nan, nan, nan, nan, 0.9606965759966506, nan, nan, nan, nan, nan, 0.8842170160295931, nan, nan, 0.5826349312772376, 0.7053239785390012, nan, nan, nan, 0.0, nan, 0.21511111111111111, nan, nan, nan, 0.9691165131285256, nan, nan, 0.9887702222538969, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46153846153846156, nan, 0.7121019108280254, 0.9867247176815875, nan, nan, 0.9120176405733186, nan, 0.8730221780867262, nan, nan, 0.8029986659706514, 0.8479582971329279, nan, nan, 0.8780719835103853, nan, nan, nan, nan, nan, nan, 0.9743375756311288, 0.0, nan, 0.9709820392630064, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.14420062695924765, nan, nan, 0.0, nan, nan, 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, 0.9249957140408024, nan, nan, nan, 0.20413550373955125, 0.8283914982944109, nan, nan, 0.928672032193159, 0.8123582480721738, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0294        | 94.0  | 1880 | 0.2178          | 0.6155   | 0.7465        | 0.9425           | [0.8710664923684279, 0.9778388399993871, 0.9602524021042003, 0.9267023296432877, 0.24373078237102835, 0.9680432441388451, 0.9833423872321295, nan, 0.7052789084591877, nan, 0.8480549738991948, 0.8827269747623729, 0.9196525515743756, 0.768380790480238, 0.4573543561252677, 0.9127450073964497, 0.9756964374403341, 0.5941101152368758, nan, 0.8009958344181203, 0.4261096605744125, nan, 0.9261801372741281, nan, 0.0, nan, nan, 0.9213295703982439, nan, nan, nan, nan, nan, 0.6801096011212069, nan, nan, 0.5588352931765459, 0.702054794520548, 0.0, nan, nan, 0.0, 0.0, 0.21155555555555555, nan, nan, nan, 0.8658010228138261, nan, nan, 0.9700161750903609, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3458411507191995, nan, 0.6732843803825582, 0.8892038495188102, nan, nan, 0.828594313175811, 0.0, 0.8385433661815571, nan, nan, 0.7731047789491345, 0.8436510221710337, nan, nan, 0.8616681501649301, nan, nan, nan, nan, nan, nan, 0.8206521739130435, 0.0, nan, 0.9675278118278327, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12324355971896955, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8889357218124342, 0.6881188118811881, nan, nan, nan, 0.9224407593092514, nan, nan, nan, 0.21862667719021311, 0.8127615062761506, 0.0, nan, 0.9054187192118227, 0.7776023680315738, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]               | [0.9601020329117006, 0.9876552126161354, 0.996315024125851, 0.9674123669864283, 0.2593238822246456, 0.9935169833779705, 0.990976492630645, nan, 0.7450336892020415, nan, 0.9996349794024091, 0.9773552039483234, 0.9444692239072257, 0.8476324425691514, 0.4642637722711448, 0.966115378969516, 0.9982838311947152, 0.8556938681420009, nan, 0.8478470547709266, 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, 0.21155555555555555, nan, nan, nan, 0.9687512682115174, nan, nan, 0.9891061992852852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4574028122415219, nan, 0.7008256664307619, 0.9877354273163715, nan, nan, 0.9124586549062844, nan, 0.8506454816285998, nan, nan, 0.8017806391740618, 0.8485375036200405, nan, nan, 0.8697743248242693, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9707383858541793, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.13197492163009406, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8889357218124342, 0.7387068201948627, nan, nan, nan, 0.9226384364820847, nan, nan, nan, 0.21935767707875056, 0.8155339805825242, nan, nan, 0.9245472837022133, 0.7944156040522151, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0313        | 95.0  | 1900 | 0.2158          | 0.6279   | 0.7476        | 0.9422           | [0.8694178628389154, 0.9781276178411622, 0.9606868994053226, 0.9264262670854911, 0.25775850386231197, 0.9671093459103884, 0.9836064038947664, nan, 0.7011261948342485, nan, 0.8548303182554665, 0.883655235842859, 0.9229892029600874, 0.7705717420455931, 0.4324987193616988, 0.913355982343017, 0.97573719206842, 0.5946640951462552, nan, 0.8010919428829877, 0.4369296833064949, nan, 0.9268028257676436, nan, 0.0, nan, nan, 0.9212744606121425, nan, nan, nan, nan, nan, 0.6795679284499591, nan, nan, 0.561059998427302, 0.7034500514933059, 0.0, nan, nan, 0.0, nan, 0.224, nan, nan, nan, 0.8673717878820921, nan, nan, 0.9695371119703464, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3625694873378629, nan, 0.6770975056689342, 0.890578256431915, nan, nan, 0.825042200377321, 0.0, 0.8490258682478661, nan, nan, 0.7765179020275932, 0.8431203223949338, nan, nan, 0.8667433711625961, nan, nan, nan, nan, nan, nan, 0.8211967011756448, 0.0, nan, 0.9679582798533782, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.07428233205090264, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8839022334597556, 0.6948738812042311, nan, nan, nan, 0.922579263067695, nan, nan, nan, 0.21988427143608627, 0.8255419169495952, 0.0, nan, 0.9055899400726987, 0.7889700078926598, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                                  | [0.9603919745913704, 0.9878409260911957, 0.9959911428382576, 0.9666557167692144, 0.2765539803707743, 0.9937507970922076, 0.9916324902898188, nan, 0.7388718470791529, nan, 0.9995828336027534, 0.9762665118304543, 0.9426355436614134, 0.8466947960618847, 0.43891680713306763, 0.9668738073102706, 0.998411630999364, 0.8529276164130936, nan, 0.8541853255253187, 0.9399538106235565, nan, 0.9688871014916642, nan, nan, nan, nan, 0.960918998835551, nan, nan, nan, nan, nan, 0.8869297163995068, nan, nan, 0.5979718404290982, 0.7047565002063557, nan, nan, nan, 0.0, nan, 0.224, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9879760947251606, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4855252274607113, nan, 0.704411417787214, 0.983653715329744, nan, nan, 0.9160970231532525, nan, 0.8626282687851705, nan, nan, 0.8063337393422655, 0.8482479003764842, nan, nan, 0.8759050790127372, nan, nan, nan, nan, nan, nan, 0.9764239515960776, 0.0, nan, 0.9712488977583886, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0786833855799373, nan, nan, 0.0, nan, nan, 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, 0.9228955940339448, nan, nan, nan, 0.22067751869775626, 0.829441091577014, nan, nan, 0.927364185110664, 0.8061085630764578, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                                 |
| 0.0272        | 96.0  | 1920 | 0.2180          | 0.6272   | 0.7464        | 0.9421           | [0.8691294272357691, 0.9785377877097258, 0.960382761707265, 0.925714002800843, 0.24600246002460024, 0.9664634776319868, 0.9835711177348637, nan, 0.7014044657422512, nan, 0.8435959868575452, 0.8831006322444679, 0.9252186198328989, 0.7701058522934664, 0.4364362032550627, 0.9129368201805138, 0.9757069607528225, 0.5956770502225047, nan, 0.8010965973230124, 0.4396082698585419, nan, 0.9262329485834208, nan, 0.0, nan, nan, 0.9233680464177851, nan, nan, nan, nan, nan, 0.6815085273523321, nan, nan, 0.5649650127226463, 0.7027110527535336, 0.0, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.8634319056307243, nan, nan, 0.9698190338501421, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3450255102040816, nan, 0.6764599366229063, 0.8922696068964306, nan, nan, 0.8259229853116316, 0.0, 0.854406879030682, nan, nan, 0.7736455335438264, 0.8346297896859695, nan, nan, 0.869971789781632, nan, nan, nan, nan, nan, nan, 0.8216986108668894, 0.0, nan, 0.967741935483871, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08184218245819888, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8811380400421497, 0.6819296811120196, nan, nan, nan, 0.9159166880946259, nan, nan, nan, 0.217768812489037, 0.817398119122257, 0.0, nan, 0.9067006769351516, 0.7952585144659667, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                    | [0.959596294943727, 0.9871496592673603, 0.996404256725494, 0.9661721988255312, 0.2617230098146129, 0.9941759129362752, 0.9920100428994153, nan, 0.7372108287677656, nan, 0.9996871252020649, 0.973218173900421, 0.9411983348201011, 0.8478333668207086, 0.44271333826934894, 0.9651122963252924, 0.9982381884073406, 0.863992623328723, nan, 0.8555976575955908, 0.9330254041570438, nan, 0.9681558935361216, nan, nan, nan, nan, 0.9640329185801573, nan, nan, nan, nan, nan, 0.8860871352240033, nan, nan, 0.5954575930271538, 0.704034255055716, nan, nan, nan, 0.0, nan, 0.23377777777777778, nan, nan, nan, 0.9698672943468203, nan, nan, 0.9902973905783895, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.44747725392886684, nan, 0.7050247699929229, 0.9877937374876091, nan, nan, 0.9175303197353915, nan, 0.8683217477656405, nan, nan, 0.8029696653326374, 0.8389805965826818, nan, nan, 0.8801331853496115, nan, nan, nan, nan, nan, nan, 0.9749634884206134, 0.0, nan, 0.9709588341764515, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.08746081504702194, nan, nan, 0.0, nan, nan, 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, 0.9159951997256987, nan, nan, nan, 0.21847778266608006, 0.82104434531619, nan, nan, 0.9297786720321931, 0.8132150597248122, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0358        | 97.0  | 1940 | 0.2204          | 0.6268   | 0.7468        | 0.9412           | [0.8666970409093089, 0.9788155526466498, 0.960347019335846, 0.9252616003285049, 0.2505097186353133, 0.9667541919077056, 0.9835645158271092, nan, 0.6953620414673046, nan, 0.8428766139551244, 0.8851007598282128, 0.9212364357009933, 0.7691418840844129, 0.3932271844660194, 0.9126873958911715, 0.9757001341236019, 0.5931696569090337, nan, 0.8041059344091619, 0.4366576819407008, nan, 0.9270811454176293, nan, 0.0, nan, nan, 0.9229564476519821, nan, nan, nan, nan, nan, 0.6799578622977626, nan, nan, 0.5646253085928168, 0.7010763209393346, 0.0, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.863072786009493, nan, nan, 0.9703511027396577, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.35709895513214507, nan, 0.6771920314405746, 0.893509145643716, nan, nan, 0.8263930200277613, 0.0, 0.864162978391044, nan, nan, 0.7753876239698282, 0.829057365234938, nan, nan, 0.8695924764890283, nan, nan, nan, nan, nan, nan, 0.8195198878570177, 0.0, nan, 0.9672023083283701, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09663120567375887, nan, nan, 0.0, nan, nan, 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, 0.6787181594083813, nan, nan, nan, 0.9150632097707306, nan, nan, nan, 0.22194950911640954, 0.8251565762004175, 0.0, nan, 0.9079268888671684, 0.7813501651955225, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                 | [0.9599415690050132, 0.9875056100945591, 0.9961894375041311, 0.964743790854498, 0.26797528171573975, 0.9938995876376313, 0.9918873383012964, nan, 0.7300309431637041, nan, 0.9996697432688464, 0.9722746407316011, 0.9445435622955695, 0.8470296698144799, 0.3987775484805999, 0.9651612271859862, 0.9983173025721233, 0.8688335638543108, nan, 0.8513606613847744, 0.9353348729792148, nan, 0.968229014331676, nan, nan, nan, nan, 0.963784328348445, nan, nan, nan, nan, nan, 0.8887381833127825, nan, nan, 0.5942004693261816, 0.702306025588114, nan, nan, nan, 0.0, nan, 0.24266666666666667, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9912951405503915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.48056244830438377, nan, 0.7072894550601557, 0.9864914769966374, nan, nan, 0.9189636163175303, nan, 0.8789804700430321, nan, nan, 0.8049127080795777, 0.8328989284679988, nan, nan, 0.8796575233867132, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.0, nan, 0.9703613031976609, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10250783699059561, nan, nan, 0.0, nan, nan, 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, 0.9151808674781416, nan, nan, nan, 0.22278926528816542, 0.8297034898976646, nan, nan, 0.9345070422535211, 0.7985988609445088, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                |
| 0.0094        | 98.0  | 1960 | 0.2193          | 0.6398   | 0.7481        | 0.9418           | [0.8682870954434952, 0.9781546700460924, 0.9602960593902654, 0.9259781134827602, 0.2465071900770122, 0.966499266331866, 0.9833646942080677, nan, 0.7049182413946682, nan, 0.847662986601418, 0.8831996845011174, 0.9232748367678827, 0.7646734806291695, 0.41091614906832297, 0.9126312381480968, 0.9757202294741664, 0.5932605600379687, nan, 0.8038126009693053, 0.4271488469601677, nan, 0.9273019871256647, nan, 0.0, nan, nan, 0.9230095909767291, nan, nan, nan, nan, nan, 0.6795656621291998, nan, nan, 0.5670152470663367, 0.703589268242443, 0.0, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.8639460700150007, nan, nan, 0.969120548436597, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.34181141439205953, nan, 0.6763949659434345, 0.8914845780931637, nan, nan, 0.8270468270468271, 0.0, 0.8549459142447543, nan, nan, 0.7733638981297699, 0.8361175115207373, nan, nan, 0.8674478213108752, nan, nan, nan, nan, nan, nan, 0.8207464517259506, 0.0, nan, 0.9673528391349601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.12452499269219526, nan, nan, 0.0, nan, nan, 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, 0.6881107491856677, nan, nan, nan, 0.9134495908136595, nan, nan, nan, 0.22168653576437589, 0.8224079394097675, 0.0, nan, 0.9044305038227799, 0.8014093529788597, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                | [0.9596848267543132, 0.9874746578487157, 0.9962968471148126, 0.9653712568882852, 0.26295892402762633, 0.9940483781830549, 0.9914909080612202, nan, 0.7420465353033368, nan, 0.9996002155359719, 0.9752503991871099, 0.9425612052730696, 0.8367825329850647, 0.4168780226531609, 0.9655037432108431, 0.9983081740146483, 0.8644536652835408, nan, 0.8569755425421978, 0.941108545034642, nan, 0.9690699034805499, nan, nan, nan, nan, 0.9657599665057373, nan, nan, nan, nan, nan, 0.8874434854089601, nan, nan, 0.5952899765336909, 0.7048596780850186, nan, nan, nan, 0.0, nan, 0.2391111111111111, nan, nan, nan, 0.9699890426524898, nan, nan, 0.99020576047892, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4557485525227461, nan, 0.7074781788157585, 0.9864914769966374, nan, nan, 0.9210584343991179, nan, 0.8685865607414763, nan, nan, 0.8022736500203005, 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, 0.1335423197492163, nan, nan, 0.0, nan, nan, 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, 0.7484499557130204, nan, nan, nan, 0.9137236413509343, nan, nan, nan, 0.22252529696436427, 0.8262923117292049, nan, nan, 0.9282696177062374, 0.8196663474623255, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                  |
| 0.0289        | 99.0  | 1980 | 0.2196          | 0.6275   | 0.7469        | 0.9419           | [0.8687614711987753, 0.9788782084057674, 0.9604680803606991, 0.9255546437263003, 0.2485864159683902, 0.9668768737723561, 0.9835624388622887, nan, 0.7038775068991391, nan, 0.8438669347146609, 0.8839997365127462, 0.9218185783874173, 0.7696892294593444, 0.4203888923401876, 0.9134450669012454, 0.9757158703300036, 0.5945471938775511, nan, 0.8042230222827673, 0.4375, nan, 0.9274515293623574, nan, 0.0, nan, nan, 0.9220719085937402, nan, nan, nan, nan, nan, 0.6825751100136132, nan, nan, 0.5630975143403442, 0.7031563771175532, 0.0, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.8630169130521109, nan, nan, 0.970032488888003, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3373879641485275, nan, 0.6773581496205276, 0.8921941556961803, nan, nan, 0.8272872234403029, 0.0, 0.858119101854865, nan, nan, 0.773250936748504, 0.8340535868625756, nan, nan, 0.870494201232891, nan, nan, nan, nan, nan, nan, 0.8219803370786517, 0.0, nan, 0.9675971968452945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10764294049008168, nan, nan, 0.0, nan, nan, 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, 0.6884176182707994, nan, nan, nan, 0.9150814053127678, nan, nan, nan, 0.225124923292715, 0.8215778474399164, 0.0, nan, 0.9079502009606901, 0.778462904498816, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]                                 | [0.9596361342584907, 0.9876294190779326, 0.996194394870778, 0.9657735733452428, 0.265285350781534, 0.9939846108064447, 0.9917599142955577, nan, 0.7414035604731223, nan, 0.9995828336027534, 0.9740165481201916, 0.9425364258102884, 0.8476324425691514, 0.4264087335969376, 0.9653814160591084, 0.998369031064481, 0.859612724757953, nan, 0.8541164312779883, 0.9376443418013857, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9640067511873455, nan, nan, nan, nan, nan, 0.8861693382655158, nan, nan, 0.5923566878980892, 0.7044985555096988, nan, nan, nan, 0.0, nan, 0.2328888888888889, nan, nan, nan, 0.9701716651109938, nan, nan, 0.9909795257633296, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4358974358974359, nan, 0.7074309978768577, 0.9892709284922934, nan, nan, 0.9152149944873208, nan, 0.8728897715988083, nan, nan, 0.801954643002146, 0.838401390095569, nan, nan, 0.8806616986417208, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.0, nan, 0.9708080011138441, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.11567398119122257, nan, nan, 0.0, nan, nan, 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, 0.7475642161204605, nan, nan, nan, 0.915395165438025, nan, nan, nan, 0.22595688517377915, 0.8252427184466019, nan, nan, 0.9317907444668008, 0.7953732170757523, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]                     |
| 0.0231        | 100.0 | 2000 | 0.2163          | 0.6274   | 0.7469        | 0.9419           | [0.8684873785493918, 0.9788783536367077, 0.9606746765249538, 0.9253261470034138, 0.24575056317837396, 0.9673487967886776, 0.9833182900195018, nan, 0.6999681305373191, nan, 0.8421985296271345, 0.8849884526558891, 0.9198704782156925, 0.7676457962838045, 0.4250865669787736, 0.913969296217516, 0.975721673551077, 0.5951919974185221, nan, 0.8030401455112381, 0.43452699091394975, nan, 0.9271970333053456, nan, 0.0, nan, nan, 0.9219833260201843, nan, nan, nan, nan, nan, 0.6805249921408362, nan, nan, 0.5647782862553259, 0.7019797646937672, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638416242187782, nan, nan, 0.9697628281176788, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919470287191572, nan, nan, 0.8262032085561497, 0.0, 0.8612829697167047, nan, nan, 0.7763477484016863, 0.8315092165898618, nan, nan, 0.8693196674162004, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09632892804698973, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.22186185133239833, 0.8225932689799113, 0.0, nan, 0.9068718753063425, 0.7773776637726914, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]             | [0.9598187311178248, 0.9873972772341073, 0.9962340538039527, 0.9644558946742897, 0.2617230098146129, 0.9937295413000042, 0.9923026461718525, nan, 0.7355230198384526, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4312607318955875, 0.9671429270440867, 0.998369031064481, 0.8503918856615952, nan, 0.8516706854977609, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622012010833301, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998994301039222, 0.703337804374742, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9704151617223327, nan, nan, 0.9903584773113693, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.919845644983462, nan, 0.8755379013571665, nan, nan, 0.8064497418943217, 0.8360845641471184, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10282131661442007, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.7387068201948627, nan, nan, nan, 0.9157380421738385, nan, nan, nan, 0.22270127584689836, 0.8273419050118079, nan, nan, 0.9306841046277666, 0.7942644019958671, 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-selu-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-selu-segformer-b5-scene-parse-150-cvfinal
=============================================


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


* Loss: 0.2163
* Mean Iou: 0.6274
* Mean Accuracy: 0.7469
* Overall Accuracy: 0.9419
* Per Category Iou: [0.8684873785493918, 0.9788783536367077, 0.9606746765249538, 0.9253261470034138, 0.24575056317837396, 0.9673487967886776, 0.9833182900195018, nan, 0.6999681305373191, nan, 0.8421985296271345, 0.8849884526558891, 0.9198704782156925, 0.7676457962838045, 0.4250865669787736, 0.913969296217516, 0.975721673551077, 0.5951919974185221, nan, 0.8030401455112381, 0.43452699091394975, nan, 0.9271970333053456, nan, 0.0, nan, nan, 0.9219833260201843, nan, nan, nan, nan, nan, 0.6805249921408362, nan, nan, 0.5647782862553259, 0.7019797646937672, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8638416242187782, nan, nan, 0.9697628281176788, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919470287191572, nan, nan, 0.8262032085561497, 0.0, 0.8612829697167047, nan, nan, 0.7763477484016863, 0.8315092165898618, nan, nan, 0.8693196674162004, nan, nan, nan, nan, nan, nan, 0.8240366003871195, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09632892804698973, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.22186185133239833, 0.8225932689799113, 0.0, nan, 0.9068718753063425, 0.7773776637726914, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
* Per Category Accuracy: [0.9598187311178248, 0.9873972772341073, 0.9962340538039527, 0.9644558946742897, 0.2617230098146129, 0.9937295413000042, 0.9923026461718525, nan, 0.7355230198384526, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4312607318955875, 0.9671429270440867, 0.998369031064481, 0.8503918856615952, nan, 0.8516706854977609, 0.9387990762124712, nan, 0.9689602222872185, nan, nan, nan, nan, 0.9622012010833301, nan, nan, nan, nan, nan, 0.8897451705713111, nan, nan, 0.5998994301039222, 0.703337804374742, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9704151617223327, nan, nan, 0.9903584773113693, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.919845644983462, nan, 0.8755379013571665, nan, nan, 0.8064497418943217, 0.8360845641471184, nan, nan, 0.8786004968024946, nan, nan, nan, nan, nan, nan, 0.9770498643855623, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10282131661442007, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8851422550052687, 0.7387068201948627, nan, nan, nan, 0.9157380421738385, nan, nan, nan, 0.22270127584689836, 0.8273419050118079, nan, nan, 0.9306841046277666, 0.7942644019958671, 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