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pls-gelu-segformer-b5-scene-parse-150-cvfinal
az00/pls-gelu-segformer-b5-scene-parse-150-cvfinal
pls-gelu-segformer-b5-scene-parse-150-cvfinal is a machine learning model from az00. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- May 12, 2023
- Updated
- May 13, 2023
- SHA
- 4988e679
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
pls-gelu-segformer-b5-scene-parse-150-cvfinal
This model is a fine-tuned version of nvidia/segformer-b5-finetuned-ade-640-640 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2162
- Mean Iou: 0.6275
- Mean Accuracy: 0.7470
- Overall Accuracy: 0.9419
- Per Category Iou: [0.8685218749687071, 0.9788782456158296, 0.9606716149161357, 0.9253138334602241, 0.24566552901023891, 0.9673287812952618, 0.9833229666973768, nan, 0.6997756475627167, nan, 0.8422355336194145, 0.8849884526558891, 0.9198037983859276, 0.7675987245523669, 0.4259095355662179, 0.9140075841657418, 0.9757245751875003, 0.5952880426012587, nan, 0.8031902797180078, 0.43475935828877005, nan, 0.9271270640917996, nan, 0.0, nan, nan, 0.9220219140987388, nan, nan, nan, nan, nan, 0.6804193386143593, nan, nan, 0.5649463383838383, 0.7019282753649306, 0.0, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.8639147321831813, nan, nan, 0.9696930423599549, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3532369578881207, nan, 0.6765980498374865, 0.8919627154414351, nan, nan, 0.8257598257598258, 0.0, 0.8610134166992315, nan, nan, 0.7764935790061418, 0.8315092165898618, nan, nan, 0.869378791047898, nan, nan, nan, nan, nan, nan, 0.8238296374516015, 0.0, nan, 0.9686018546354324, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.09776864357017029, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8853530031612223, 0.6824877250409165, nan, nan, nan, 0.9154241645244215, nan, nan, nan, 0.2217741935483871, 0.8228541612314114, 0.0, nan, 0.9068718753063425, 0.777870955011839, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan]
- Per Category Accuracy: [0.9598309042417804, 0.9873921185264668, 0.9962340538039527, 0.9644669676042977, 0.26165030897855324, 0.9937295413000042, 0.9923073655794724, nan, 0.7353488808219362, nan, 0.9995828336027534, 0.9734359123239947, 0.9432798096937258, 0.8383899269975219, 0.4320956536807448, 0.9670939961833929, 0.998369031064481, 0.8503918856615952, nan, 0.8516362383740957, 0.9387990762124712, nan, 0.9688871014916642, nan, nan, nan, nan, 0.9622535358689537, nan, nan, nan, nan, nan, 0.8896629675297986, nan, nan, 0.5999832383506537, 0.7032862154354107, nan, nan, nan, 0.0, nan, 0.24444444444444444, nan, nan, nan, 0.9703745789537762, nan, nan, 0.9902872094562263, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46484698097601324, nan, 0.7071479122434536, 0.9857723182180411, nan, nan, 0.9196251378169791, nan, 0.8752068851373718, nan, nan, 0.8066237457224059, 0.8360845641471184, nan, nan, 0.8787061994609164, nan, nan, nan, nan, nan, nan, 0.9766325891925725, 0.0, nan, 0.9719508516266766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.10438871473354232, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8853530031612223, 0.7387068201948627, nan, nan, nan, 0.9157380421738385, nan, nan, nan, 0.22261328640563133, 0.8276043033324587, nan, nan, 0.9306841046277666, 0.7947684088503604, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 0.1696 | 1.0 | 20 | 0.1269 | 0.6721 | 0.7965 | 0.9565 | [0.9135663110592681, 0.9825519725750829, 0.9682770522478501, 0.9110306258322237, 0.19175221854880808, 0.9731929353526031, 0.9846199197072778, nan, 0.8321642999001251, nan, 0.8806729926333758, 0.8467248339627556, 0.9137088054158243, 0.5747675962815405, 0.9107026007030572, 0.8487774294670847, 0.9760582258241872, 0.5338296112489661, nan, 0.7846778120434994, 0.5497866287339972, nan, 0.9038519968940955, nan, 0.0, nan, nan, 0.8968909926766707, nan, nan, nan, nan, nan, 0.6853492960572518, nan, nan, 0.6837282780410743, 0.9318723684878, 0.0, nan, nan, 0.0, 0.0, 0.4291920069504778, nan, nan, nan, 0.8979626711223346, nan, nan, 0.9895701866865907, nan, 0.09646256570535587, nan, nan, nan, nan, nan, nan, 0.34575260804769004, nan, 0.8046462080550661, 0.7515476138209597, nan, nan, 0.8324633113365508, nan, 0.7898716370669949, nan, nan, 0.8725899260956121, 0.8209644816632977, nan, nan, 0.8700244109002142, nan, nan, nan, nan, nan, nan, 0.7378111148994204, 0.0, nan, 0.9809370339259081, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7434462444771723, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9083719135802469, 0.271036315323295, nan, nan, nan, 0.9814439090371122, nan, nan, nan, 0.470176038284054, 0.8237577639751553, 0.0, nan, 0.9149274498111707, 0.9366989912772282, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9395206002456757, 0.9891615552471795, 0.990194328772556, 0.9469901930749896, 0.24034896401308614, 0.986183735067806, 0.993109664874865, nan, 0.9710125514044982, nan, 0.9953590238306305, 0.9438234867179561, 0.9632024977698483, 0.5797334404929342, 0.9427527213724224, 0.9936389881098009, 0.9993549152717723, 0.743891194098663, nan, 0.8326558732345849, 0.8926096997690531, nan, 0.978831529687043, nan, nan, nan, nan, 0.9469979458596642, nan, nan, nan, nan, nan, 0.842334566378956, nan, nan, 0.7254441837076768, 0.9476888155179529, nan, nan, nan, 0.0, nan, 0.4391111111111111, nan, nan, nan, 0.9596404366705896, nan, nan, 0.997851783223547, nan, 0.09659980082515293, nan, nan, nan, nan, nan, nan, 0.7675765095119934, nan, 0.9265864590705355, 0.9981535112441446, nan, nan, 0.9318632855567806, nan, 0.8921549155908639, nan, nan, 0.9279334145351198, 0.8233420214306401, nan, nan, 0.9229956133396755, nan, nan, nan, nan, nan, nan, 0.9029835176298769, 0.0, nan, 0.9958636933215761, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7912225705329153, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9924130663856692, 0.271036315323295, nan, nan, nan, 0.9951568661066347, nan, nan, nan, 0.4841179058512978, 0.8352138546313304, nan, nan, 0.9261569416498994, 0.9688019757068697, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.1831 | 2.0 | 40 | 0.1248 | 0.6877 | 0.7875 | 0.9584 | [0.9172159758044477, 0.9821494521728426, 0.9682313648143698, 0.9109209291746041, 0.17895339954163483, 0.9708509835171748, 0.9844997563444166, nan, 0.8506306218224482, nan, 0.8806148748159057, 0.8446081281902177, 0.9194468411465823, 0.6330292908530318, 0.917229910135331, 0.8438263604105136, 0.9748195031586947, 0.5588631012445341, nan, 0.7911082680313449, 0.5737963693764798, nan, 0.9132947976878613, nan, 0.0, nan, nan, 0.9044381750164676, nan, nan, nan, nan, nan, 0.7094443992516066, nan, nan, 0.6580006439150032, 0.8918481642812695, 0.0, nan, nan, 0.0, nan, 0.48442622950819675, nan, nan, nan, 0.9011837166778943, nan, nan, 0.9890751724972764, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.413867047891351, nan, 0.797870584351271, 0.8356403928810734, nan, nan, 0.8065164923572004, nan, 0.9018156512937306, nan, nan, 0.868433236199243, 0.6597161888213148, nan, nan, 0.8863738795132455, nan, nan, nan, nan, nan, nan, 0.7635009310986964, 0.0, nan, 0.9807468111370182, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7605790645879733, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9159864622735417, 0.3029229406554473, nan, nan, nan, 0.9808758197588322, nan, nan, nan, 0.3184564917127072, 0.8988336713995944, 0.0, nan, 0.8979420802681813, 0.9294648550546917, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9517911091929219, 0.9877480693536655, 0.9920979575649415, 0.9460120842576154, 0.2043620501635769, 0.9840581558474685, 0.9915852962136192, nan, 0.932340294428891, nan, 0.997757730614799, 0.9487588909856293, 0.9506145306769749, 0.6600361663652803, 0.9470533562280439, 0.9715956353672262, 0.9991693012697823, 0.7660212079299217, nan, 0.8520151567344126, 0.8394919168591224, nan, 0.9762357414448669, nan, nan, nan, nan, 0.9521267548507805, nan, nan, nan, nan, nan, 0.8961364570489108, nan, nan, 0.6851324170298357, 0.9242158481221626, nan, nan, nan, 0.0, nan, 0.5253333333333333, nan, nan, nan, 0.9500629032912625, nan, nan, 0.998248846987915, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47890818858560796, nan, 0.9121962727058268, 0.993838558572567, nan, nan, 0.8842337375964718, nan, 0.9437272426348892, nan, nan, 0.9247723449915898, 0.6597161888213148, nan, nan, 0.9354685270334548, nan, nan, nan, nan, nan, nan, 0.9409555601919466, 0.0, nan, 0.9955852322829164, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8564263322884013, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9696522655426765, 0.3029229406554473, nan, nan, nan, 0.9936139207954741, nan, nan, nan, 0.3245930488341399, 0.9302020467069011, nan, nan, 0.9701207243460764, 0.9550425885792047, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.1655 | 3.0 | 60 | 0.1231 | 0.6705 | 0.7841 | 0.9596 | [0.9221188809327335, 0.9816427249944908, 0.9677609064133385, 0.922621508718402, 0.19513746554526823, 0.9743198629278281, 0.9845204417929398, nan, 0.8511589973621501, nan, 0.8628781623001276, 0.8811161328355276, 0.9250830360437938, 0.7085691977357017, 0.9107827038861521, 0.8539530693663936, 0.9754312970860514, 0.5834205933682374, nan, 0.8120402991532233, 0.5976430976430976, nan, 0.9110754852133575, nan, 0.0, nan, nan, 0.923766872240083, nan, nan, nan, nan, nan, 0.6821963132188436, nan, nan, 0.6447014743015395, 0.8380763962867144, 0.0, nan, nan, 0.0, nan, 0.43739279588336194, nan, nan, nan, 0.9041428489494714, nan, nan, 0.9903678023832867, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2640877246420956, nan, 0.7677694337324944, 0.8654598995323055, nan, nan, 0.8086072450893298, 0.0, 0.8869372225745086, nan, nan, 0.8887636123638764, 0.6017955401100492, nan, nan, 0.8746488225979465, nan, nan, nan, nan, nan, nan, 0.7643256464011181, 0.0, nan, 0.9818548387096774, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6197695573074591, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9088738559490649, 0.39681133746678476, nan, nan, nan, 0.9860363822700486, nan, nan, nan, 0.3377597654565836, 0.8339788277820811, 0.0, nan, 0.9108986615678776, 0.9245089416593374, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9583911556721224, 0.9881246550114265, 0.9925226386410205, 0.955398237927738, 0.20072700836059615, 0.9911363346511924, 0.995332505863864, nan, 0.8947128715523823, nan, 0.9989744659401019, 0.976339091304979, 0.9317078005748836, 0.7293550331525015, 0.943682162604956, 0.9740421784019181, 0.9987189591010197, 0.7706316274781005, nan, 0.905132621426111, 0.8198614318706697, nan, 0.976528224627084, nan, nan, nan, nan, 0.9661655610943204, nan, nan, nan, nan, nan, 0.8898273736128237, nan, nan, 0.6633422728796513, 0.8523008666941808, nan, nan, nan, 0.0, nan, 0.4533333333333333, nan, nan, nan, 0.9596404366705896, nan, nan, 0.9976074362916281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.71712158808933, nan, 0.8923802783675395, 0.9711170285136738, nan, nan, 0.9031973539140022, nan, 0.9259847732538894, nan, nan, 0.9372716199756395, 0.6017955401100492, nan, nan, 0.9049733100787485, nan, nan, nan, nan, nan, nan, 0.9127894846651367, 0.0, nan, 0.9944771893999165, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6407523510971787, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9626975763962066, 0.39681133746678476, nan, nan, nan, 0.989670838333619, nan, nan, nan, 0.3446546414430268, 0.8475465757019155, nan, nan, 0.9585513078470825, 0.9536313693866236, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0718 | 4.0 | 80 | 0.1275 | 0.6694 | 0.7799 | 0.9578 | [0.9134609402105082, 0.9805005224446312, 0.9674453795281459, 0.9272392167446749, 0.1936352682684811, 0.9758118795221269, 0.9829411626981339, nan, 0.7762752591418602, nan, 0.8531686534150795, 0.8562648056853832, 0.9227758357540249, 0.7198100407055631, 0.9047094838116206, 0.8656670746634026, 0.9754753072280017, 0.6143911439114391, nan, 0.8196726471514006, 0.6182634730538922, nan, 0.9099145124484861, nan, 0.0, nan, nan, 0.9272715831865089, nan, nan, nan, nan, nan, 0.6974777804467932, nan, nan, 0.6408289817232375, 0.8422032860495969, 0.0, nan, nan, 0.0, nan, 0.36837455830388693, nan, nan, nan, 0.9071361012990522, nan, nan, 0.9878809247972599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.37797619047619047, nan, 0.7633030637358907, 0.8615868996081518, nan, nan, 0.8135490394337714, nan, 0.8868760840238967, nan, nan, 0.8970246078887582, 0.6938893715609615, nan, nan, 0.8847610275304473, nan, nan, nan, nan, nan, nan, 0.7708590580349268, 0.0, nan, 0.981798333812123, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47213622291021673, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9172468669186393, 0.44729849424269263, nan, nan, nan, 0.9738002482983005, nan, nan, nan, 0.2739821771798008, 0.8330749354005168, 0.0, nan, 0.8943535514764565, 0.9158512720156555, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9585936721888384, 0.9875262449251213, 0.9952029215414105, 0.9637324632470998, 0.19861868411486733, 0.9861412234833993, 0.990660292320108, nan, 0.8135640898557325, nan, 0.9989744659401019, 0.9706778922920598, 0.9288581623550402, 0.7816623133078829, 0.9450999543156005, 0.9689778343201056, 0.9977726319761197, 0.7676348547717843, nan, 0.897037547364795, 0.953810623556582, nan, 0.9767475870137468, nan, nan, nan, nan, 0.9640198348837513, nan, nan, nan, nan, nan, 0.8950678175092478, nan, nan, 0.6582299698290311, 0.8515012381345439, nan, nan, nan, 0.0, nan, 0.37066666666666664, nan, nan, nan, 0.9536138955399537, nan, nan, 0.9983812015760377, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7353184449958643, nan, 0.848690728945506, 0.9786779140508076, nan, nan, 0.8871003307607497, nan, 0.9140019860973188, nan, nan, 0.9503799083579839, 0.6938893715609615, nan, nan, 0.9137994820569737, nan, nan, nan, nan, nan, nan, 0.9117462966826622, 0.0, nan, 0.9913329001717176, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4780564263322884, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9717597471022128, 0.44729849424269263, nan, nan, nan, 0.9749271386936397, nan, nan, nan, 0.27593488781346237, 0.845972185778011, nan, nan, 0.9019114688128773, 0.9435008316113099, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.057 | 5.0 | 100 | 0.1223 | 0.6828 | 0.8014 | 0.9605 | [0.919318568775981, 0.981836786902021, 0.9689497069084484, 0.92946941270112, 0.23047684865238424, 0.9760735423750158, 0.9862021402868416, nan, 0.8376372409039436, nan, 0.852049143840698, 0.8994162249211568, 0.9332927423283001, 0.7229107865995827, 0.8926554516389279, 0.8837199018285538, 0.9753755181481867, 0.6558861578266494, nan, 0.8289918536883795, 0.5458064516129032, nan, 0.9126838235294118, nan, 0.0, nan, nan, 0.9274671217749222, nan, nan, nan, nan, nan, 0.7073408665962116, nan, nan, 0.6886927480916031, 0.8975832822399346, 0.0, nan, nan, 0.0, nan, 0.38461538461538464, nan, nan, nan, 0.9081566503965833, nan, nan, 0.9903408460086599, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.334515785739624, nan, 0.774993735905788, 0.8439532503549143, nan, nan, 0.8356548752379998, nan, 0.876711448222665, nan, nan, 0.8803390576838397, 0.8221836084564147, nan, nan, 0.8849562028926462, nan, nan, nan, nan, nan, nan, 0.7531624500665779, 0.011428571428571429, nan, 0.9824606699025784, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5639121015165584, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9169781625024592, 0.5326855123674912, nan, nan, nan, 0.9834111158252016, nan, nan, nan, 0.3407927834157342, 0.8794125225457357, 0.0, nan, 0.9138204924543288, 0.9362483474514028, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan] | [0.9500713787722851, 0.989955996223826, 0.9931654438495604, 0.9654672222816879, 0.242457288258815, 0.9885218722101773, 0.9920572369756149, nan, 0.9115909608455119, nan, 0.9981227512123898, 0.9728552765277979, 0.9495737932401626, 0.7890965106154979, 0.9412404102144016, 0.9778343201056907, 0.9988102446757688, 0.818118948824343, nan, 0.8868756458835687, 0.976905311778291, nan, 0.9802208248025739, nan, nan, nan, nan, 0.9669898339678926, nan, nan, nan, nan, nan, 0.8940608302507193, nan, nan, 0.7258632249413343, 0.9062886917044986, nan, nan, nan, 0.0, nan, 0.38666666666666666, nan, nan, nan, 0.9664989245566332, nan, nan, 0.9989717066615083, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.7799834574028123, nan, 0.875583864118896, 0.9937025015063461, nan, nan, 0.9194046306504962, nan, 0.9029460443561734, nan, nan, 0.9276724087929934, 0.8221836084564147, nan, nan, 0.9183975476983246, nan, nan, nan, nan, nan, nan, 0.94408512413937, 0.011428571428571429, nan, 0.9933923516034715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5711598746081504, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9822971548998947, 0.5341009743135519, nan, nan, nan, 0.9934424824275673, nan, nan, nan, 0.3457105147382314, 0.8955654683810024, nan, nan, 0.9259557344064386, 0.9637115064764881, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.2006 | 6.0 | 120 | 0.1255 | 0.6920 | 0.7890 | 0.9586 | [0.914168907082392, 0.9814688768225341, 0.9678994575848762, 0.9243524847069252, 0.20678252304228523, 0.9762269134818976, 0.9853815193063628, nan, 0.7930727126644571, nan, 0.8462842069585464, 0.8530493216685685, 0.9107916787055764, 0.7199654278305964, 0.9000107929753149, 0.9034987422821862, 0.9753916185314602, 0.6227132765803296, nan, 0.8113354794654181, 0.6070656092285508, nan, 0.9208300245140352, nan, 0.0, nan, nan, 0.9204013633126462, nan, nan, nan, nan, nan, 0.7020924233255836, nan, nan, 0.6512574265483845, 0.8478788343166552, 0.0, nan, nan, 0.0, nan, 0.39649122807017545, nan, nan, nan, 0.9120451188398012, nan, nan, 0.9911723413496015, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4043824701195219, nan, 0.7583185218864961, 0.8781575548859234, nan, nan, 0.7914745363254432, nan, 0.8845300261096606, nan, nan, 0.8754020839633795, 0.8166811468288445, nan, nan, 0.8800309997416689, nan, nan, nan, nan, nan, nan, 0.7718996908278942, 0.0, nan, 0.9818009913187978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.622704004817826, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9111599121581154, 0.42515500442869797, nan, nan, nan, 0.9832710597826086, nan, nan, nan, 0.36172624237140366, 0.851421188630491, 0.0, nan, 0.9151111993645751, 0.9367415566060724, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.956912674435333, 0.9893369513069585, 0.9934116597263534, 0.9698927033082224, 0.21366775717920755, 0.9898184755345831, 0.9890320966912233, nan, 0.8462218531070419, nan, 0.998209660878483, 0.9766294092030774, 0.9373327386262266, 0.7810595405532115, 0.9195481970415413, 0.9666291530068014, 0.998877187430585, 0.7925311203319502, nan, 0.8594901825697554, 0.9722863741339491, nan, 0.9750658087159988, nan, nan, nan, nan, 0.9469063599848229, nan, nan, nan, nan, nan, 0.9060830250719276, nan, nan, 0.67063359034529, 0.8562990094923648, nan, nan, nan, 0.0, nan, 0.4017777777777778, nan, nan, nan, 0.9647335741244267, nan, nan, 0.9991040612496309, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6716294458229942, nan, 0.865581505071951, 0.9912534743143696, nan, nan, 0.8515986769570011, nan, 0.8971201588877855, nan, nan, 0.9234093150049301, 0.8166811468288445, nan, nan, 0.9002166904497648, nan, nan, nan, nan, nan, nan, 0.9376173586480284, 0.0, nan, 0.9939840813106233, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6482758620689655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.961854583772392, 0.42515500442869797, nan, nan, nan, 0.9925424309960569, nan, nan, nan, 0.36506819181698197, 0.8646024665442141, nan, nan, 0.9272635814889336, 0.9687515750214203, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.1193 | 7.0 | 140 | 0.1288 | 0.6815 | 0.8008 | 0.9574 | [0.9089575137186, 0.9816081595871052, 0.9677470281869162, 0.9303302939352245, 0.23104916231804448, 0.9677582394440349, 0.9849904869283349, nan, 0.815754039497307, nan, 0.8332608001856848, 0.8776824034334764, 0.9190563951345374, 0.7456661413504667, 0.8790098586820498, 0.8849203690053385, 0.9755307322351094, 0.6229286438958404, nan, 0.801372566882269, 0.5059952038369304, nan, 0.9137378011328738, nan, 0.0, nan, nan, 0.929423093980056, nan, nan, nan, nan, nan, 0.695702968712491, nan, nan, 0.6630271382229607, 0.8463853117429555, 0.0, nan, nan, 0.0, nan, 0.43287435456110157, nan, nan, nan, 0.8963680206366712, nan, nan, 0.992082751926227, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.27741935483870966, nan, 0.7707094979132414, 0.880852677109721, nan, nan, 0.8125062331704398, 0.0, 0.9097897211104758, nan, nan, 0.8780698094840773, 0.8591264101822389, nan, nan, 0.8853840226046751, nan, nan, nan, nan, nan, nan, 0.7501209872560091, 0.022857142857142857, nan, 0.9813980417784504, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6667617689015692, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.917906008328376, 0.6247863247863248, nan, nan, nan, 0.9831886278515491, nan, nan, nan, 0.3229048326487809, 0.8598347960764068, 0.0, nan, 0.9109728836621634, 0.9193383106426585, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9480727731483019, 0.9889861591874004, 0.9926763170070725, 0.9633190738601342, 0.24463831334060343, 0.9767886749139141, 0.9895181956760788, nan, 0.8764550654360843, nan, 0.9984182440771062, 0.9796051676585862, 0.9267766874814154, 0.8239233808854062, 0.907355188329999, 0.9692469540539218, 0.9986337592312537, 0.8492392807745505, nan, 0.9090595935239407, 0.9745958429561201, nan, 0.9790143316759287, nan, nan, nan, nan, 0.9597022150698015, nan, nan, nan, nan, nan, 0.8933621043978627, nan, nan, 0.7023131076097888, 0.8561442426743706, nan, nan, nan, 0.0, nan, 0.4471111111111111, nan, nan, nan, 0.9730327502942251, nan, nan, 0.9989208010506918, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49793217535153017, nan, 0.8625619249823071, 0.9935081342688876, nan, nan, 0.8982359426681367, nan, 0.94809665673618, nan, nan, 0.9155791427411403, 0.8601216333622936, nan, nan, 0.9108398076211617, nan, nan, nan, nan, nan, nan, 0.9701648237012309, 0.022857142857142857, nan, 0.9931719032811992, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7326018808777429, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9755532139093783, 0.6474756421612046, nan, nan, nan, 0.9900994342533859, nan, nan, nan, 0.3251209854817422, 0.874048806087641, nan, nan, 0.9429577464788732, 0.9495489138652285, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.1854 | 8.0 | 160 | 0.1337 | 0.6622 | 0.7850 | 0.9570 | [0.9085511525173974, 0.9805941628799328, 0.9668637761555303, 0.9271132059399756, 0.19197565808095104, 0.9767836919592299, 0.9850631762620049, nan, 0.7729774560808264, nan, 0.8331738853133879, 0.8907867836180176, 0.917889274195504, 0.7535005289688219, 0.8453517607317487, 0.8889038876889849, 0.9756129469621736, 0.6256572029442692, nan, 0.8095651056722554, 0.5261669024045261, nan, 0.9182886079437803, nan, 0.0, nan, nan, 0.9221372302774289, nan, nan, nan, nan, nan, 0.7017566191446029, nan, nan, 0.6359503125761143, 0.8379795396419437, 0.0, nan, nan, 0.0, 0.0, 0.36977777777777776, nan, nan, nan, 0.901723811327903, nan, nan, 0.9924761779388981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.32410349523377213, nan, 0.7699065014133507, 0.8733552912265133, nan, nan, 0.8205051112447385, 0.0, 0.8838298425913881, nan, nan, 0.8889593209127991, 0.7995945554590211, nan, nan, 0.8775066065599254, nan, nan, nan, nan, nan, nan, 0.7707325212748206, 0.0, nan, 0.9810676009181437, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5659486574210681, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9245663574021783, 0.552212389380531, nan, nan, nan, 0.9840746607303394, nan, nan, nan, 0.37336928161419375, 0.833764888658726, 0.0, nan, 0.899057344854674, 0.9194301154507492, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9566205194603986, 0.9874333881875913, 0.9953731244629519, 0.9641421616573962, 0.19723736822973464, 0.9899885218722102, 0.9937845401645186, nan, 0.8239722449198291, nan, 0.9990961394726321, 0.9803309624038322, 0.9379274457329765, 0.8109302792847096, 0.8633563855763323, 0.9666291530068014, 0.9984329309668055, 0.8229598893499308, nan, 0.8682397519807096, 0.859122401847575, nan, 0.9745905235448962, nan, nan, nan, nan, 0.9510931428347137, nan, nan, nan, nan, nan, 0.9063707357172215, nan, nan, 0.6564699966476701, 0.8451557985967808, nan, nan, nan, 0.0, nan, 0.36977777777777776, nan, nan, nan, 0.9659104744125644, nan, nan, 0.997851783223547, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5905707196029777, nan, 0.8352913422977117, 0.9946937744173842, nan, nan, 0.902646085997795, nan, 0.8995696789142668, nan, nan, 0.9354155791427411, 0.7995945554590211, nan, nan, 0.8950372601870937, nan, nan, nan, nan, nan, nan, 0.9636970582098894, 0.0, nan, 0.9893372627279899, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6012539184952979, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9660695468914647, 0.5527015057573074, nan, nan, nan, 0.9852134407680438, nan, nan, nan, 0.3777386713594369, 0.844922592495408, nan, nan, 0.9211267605633803, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0497 | 9.0 | 180 | 0.1374 | 0.6811 | 0.7752 | 0.9544 | [0.9061207683443958, 0.9804929498141455, 0.9665703110078181, 0.9217189753931908, 0.1995841995841996, 0.9776169358212702, 0.9847457864971442, nan, 0.7844154535838412, nan, 0.8318011379265415, 0.8755630998237253, 0.8414422820581179, 0.6912935481816445, 0.8019049674028637, 0.922056463034652, 0.9754015303469281, 0.6882621951219512, nan, 0.7049147774284296, 0.5472242249459265, nan, 0.9143111050346926, nan, 0.0, nan, nan, 0.9269665057217807, nan, nan, nan, nan, nan, 0.6957855746148832, nan, nan, 0.6685853263072558, 0.8635116773912375, 0.0, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9047063994038178, nan, nan, 0.9904402337953382, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.40131219245489336, nan, 0.7549393562765182, 0.8563989585419587, nan, nan, 0.809762074951496, nan, 0.8201688371179897, nan, nan, 0.881779718848096, 0.8077034462785984, nan, nan, 0.8848308777754721, nan, nan, nan, nan, nan, nan, 0.7758881966661054, 0.0, nan, 0.9805811277330264, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5210682492581602, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9222266881028939, 0.5057573073516386, nan, nan, nan, 0.985501066098081, nan, nan, nan, 0.3745854424855996, 0.8318629994810587, 0.0, nan, 0.8876404494382022, 0.8116704355520598, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9546451534366942, 0.9879131479981635, 0.995126908586159, 0.9716643721095038, 0.2163576881134133, 0.9933681928325468, 0.9935108145225612, nan, 0.834420585910814, nan, 0.9986789730753854, 0.9733633328494702, 0.9385221528397264, 0.7269439421338155, 0.8196411411647947, 0.9556686402113813, 0.9988072018232772, 0.8326417704011065, nan, 0.7336892869445402, 0.8764434180138568, nan, 0.9779906405381691, nan, nan, nan, nan, 0.9570200573065902, nan, nan, nan, nan, nan, 0.8994451294697904, nan, nan, 0.6911666107945021, 0.8688351217498969, nan, nan, nan, 0.0, nan, 0.35733333333333334, nan, nan, nan, 0.9607158800373361, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6071133167907361, nan, 0.8310922387355508, 0.9973371688468192, nan, nan, 0.8743109151047409, nan, 0.8297252565375703, nan, nan, 0.9368366104054289, 0.8077034462785984, nan, nan, 0.9014322710216162, nan, nan, nan, nan, nan, nan, 0.9614020446484457, 0.0, nan, 0.988681719032812, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5504702194357367, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9671232876712329, 0.5057573073516386, nan, nan, nan, 0.990485170581176, nan, nan, nan, 0.3776506819181698, 0.8412490160062975, nan, nan, 0.8980885311871227, 0.8321657174537573, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0526 | 10.0 | 200 | 0.1350 | 0.6821 | 0.7807 | 0.9551 | [0.9046255568846483, 0.9805004808380906, 0.9672752890312868, 0.9239218920523421, 0.2472218503146338, 0.978052874527906, 0.9846014874307886, nan, 0.7915552640871715, nan, 0.8393415782241324, 0.8698363211223694, 0.9030861510182363, 0.7192090395480226, 0.8127281408350917, 0.8858752767032623, 0.9754204552207761, 0.615257048092869, nan, 0.8069604086845467, 0.5455893254262416, nan, 0.9210762952203085, nan, 0.0, nan, nan, 0.9245853534064813, nan, nan, nan, nan, nan, 0.7016878315383379, nan, nan, 0.6348756178591686, 0.8231901148482362, 0.0, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9026181776877497, nan, nan, 0.9899655095907541, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19914417379855168, nan, 0.7552450540528992, 0.8611377034312491, nan, nan, 0.8351272507795996, nan, 0.8816575733956872, nan, nan, 0.8622128859283009, 0.8042282073559224, nan, nan, 0.8887046632124352, nan, nan, nan, nan, nan, nan, 0.7762273032952253, 0.0, nan, 0.9810499565919819, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5227998838222481, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9265684890054469, 0.6089193825042881, nan, nan, nan, 0.9858554873892297, nan, nan, nan, 0.3099666608176873, 0.8354922279792746, 0.0, nan, 0.8995581737849779, 0.8495840921395875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9565917466219581, 0.9888210805429024, 0.9937636327582788, 0.959292218313888, 0.268484187568157, 0.9908174977681418, 0.9928076227871877, nan, 0.8407431717412562, nan, 0.9980010776798596, 0.9719843228335027, 0.9252403607889781, 0.7673297166968053, 0.8312670331920793, 0.9692958849146156, 0.9988711017256017, 0.855232826187183, nan, 0.8706166035136066, 0.8498845265588915, nan, 0.9736765136004679, nan, nan, nan, nan, 0.9481623948397901, nan, nan, nan, nan, nan, 0.897081792026305, nan, nan, 0.6566376131411331, 0.8282862154354107, nan, nan, nan, 0.0, nan, 0.35644444444444445, nan, nan, nan, 0.9674729110019885, nan, nan, 0.9994094949145295, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5004135649296939, nan, 0.8339230950695918, 0.9965791366207312, nan, nan, 0.9153252480705623, nan, 0.8986428334988414, nan, nan, 0.9046459022098486, 0.8042282073559224, nan, nan, 0.9065059986258655, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.9898999860769481, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5642633228840125, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9679662802950474, 0.6288751107174491, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.3108666959964804, 0.8462345840986618, nan, nan, 0.9217303822937626, 0.8699662315407489, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0863 | 11.0 | 220 | 0.1323 | 0.6723 | 0.7847 | 0.9565 | [0.908841042503188, 0.9804408981637768, 0.9673339510701002, 0.9204359100147173, 0.2631543714017941, 0.9767724623705505, 0.984859247074657, nan, 0.8018783598343217, nan, 0.8436857260386672, 0.8873749341758821, 0.8998911334220394, 0.7517889630078836, 0.8248143429761055, 0.8947464262951834, 0.975490385443999, 0.5889837083010085, nan, 0.7984091714166103, 0.5450236966824644, nan, 0.9238296838671618, nan, 0.0, nan, nan, 0.9236883739920384, nan, nan, nan, nan, nan, 0.6994805278611299, nan, nan, 0.6095268956578095, 0.9020386211135584, 0.0, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.8986123924462938, nan, nan, 0.9914210361448218, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.22557876905702992, nan, 0.761516654854713, 0.8648511759045094, nan, nan, 0.7890176322418136, 0.0, 0.8779905848971432, nan, nan, 0.859643785607611, 0.8492476851851852, nan, nan, 0.8880336991003173, nan, nan, nan, nan, nan, nan, 0.7904316172646906, 0.0, nan, 0.9808106024872588, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46900763358778624, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9249697458652683, 0.62382176520994, nan, nan, nan, 0.9832773073486235, nan, nan, nan, 0.33748028736639213, 0.8631551768654789, 0.0, nan, 0.8787, 0.9045463491438693, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9543419319854365, 0.9888520327887458, 0.9936512657809505, 0.9695236056412887, 0.28578698655034535, 0.9903923819240743, 0.9946245947208706, nan, 0.8532008090766614, nan, 0.998209660878483, 0.9784438960661925, 0.9217216770740411, 0.8302859821847164, 0.8363395768679406, 0.9616871360767236, 0.9988863159880599, 0.8750576302443522, nan, 0.8540475370306579, 0.7967667436489607, nan, 0.9733109096226967, nan, nan, nan, nan, 0.9471942013057529, nan, nan, nan, nan, nan, 0.8910398684751336, nan, nan, 0.6305732484076433, 0.908507016095749, nan, nan, nan, 0.0, nan, 0.32711111111111113, nan, nan, nan, 0.9684671888316221, nan, nan, 0.9989106199285285, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6608767576509512, nan, 0.8111347015805614, 0.9956656106046765, nan, nan, 0.8633958103638368, nan, 0.9013571665011586, nan, nan, 0.9014268313902906, 0.8499855198378222, nan, nan, 0.9024892976058347, nan, nan, nan, nan, nan, nan, 0.951387440016691, 0.0, nan, 0.9891748271221051, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48150470219435737, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.966491043203372, 0.6448184233835252, nan, nan, nan, 0.9903994513972227, nan, nan, nan, 0.3389353277606687, 0.87719758593545, nan, nan, 0.8840040241448692, 0.9265662013003377, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.043 | 12.0 | 240 | 0.1394 | 0.6661 | 0.7837 | 0.9533 | [0.9013573092265916, 0.9811649361492872, 0.9664180363290531, 0.9242075122955344, 0.2736760225578531, 0.9735057890893919, 0.9865504768168366, nan, 0.7663989121949991, nan, 0.838999883163921, 0.8960317460317461, 0.8965451467537732, 0.7503942739293946, 0.8163407496864694, 0.8818719168036976, 0.9755058984340178, 0.5622984462034594, nan, 0.7971734393026535, 0.5044937088076693, nan, 0.9186885245901639, nan, 0.0, nan, nan, 0.9235223895760839, nan, nan, nan, nan, nan, 0.6883727839952462, nan, nan, 0.6026941491519923, 0.7981632548355652, 0.0, nan, nan, 0.0, nan, 0.3413333333333333, nan, nan, nan, 0.869447719234606, nan, nan, 0.9920897439787981, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1244031163608947, nan, 0.737146614069691, 0.8369364511332255, nan, nan, 0.8094903691813804, 0.0, 0.8710171764255156, nan, nan, 0.8055066878891961, 0.8302924992759919, nan, nan, 0.889256711322609, nan, nan, nan, nan, nan, nan, 0.7927620348241721, 0.0, nan, 0.9797803007622689, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5669985775248934, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9314679643146796, 0.6264020707506471, nan, nan, nan, 0.982962047961835, nan, nan, nan, 0.3826944905264996, 0.856074284240392, 0.0, nan, 0.8939733229481063, 0.8903105162147532, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9554419397319699, 0.9881194963037859, 0.9940726419459317, 0.9578490464361775, 0.3069429298436932, 0.9919015431705139, 0.9911086360440038, nan, 0.8153992471836363, nan, 0.9985572995428551, 0.983306720859341, 0.931757359500446, 0.828544638671221, 0.8305896438192159, 0.9709350687478593, 0.9989289159229428, 0.88427846934071, nan, 0.8568722011712022, 0.9722863741339491, nan, 0.9732012284293653, nan, nan, nan, nan, 0.9514464026376732, nan, nan, nan, nan, nan, 0.8570283600493218, nan, nan, 0.6224438484746899, 0.802569129178704, nan, nan, nan, 0.0, nan, 0.3413333333333333, nan, nan, nan, 0.9727080881457733, nan, nan, 0.9985339184084869, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4094292803970223, nan, 0.7934890304317056, 0.9955101168147097, nan, nan, 0.8896361631753033, nan, 0.9030784508440913, nan, nan, 0.8365524041528913, 0.8302924992759919, nan, nan, 0.9086200517943026, nan, nan, nan, nan, nan, nan, 0.9689129981222616, 0.0, nan, 0.9872604074813199, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6247648902821317, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9681770284510011, 0.6430469441984057, nan, nan, nan, 0.9890708040459455, nan, nan, nan, 0.3856577210734712, 0.8709000262398321, nan, nan, 0.9237424547283702, 0.9118492011491356, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0536 | 13.0 | 260 | 0.1350 | 0.6692 | 0.7833 | 0.9545 | [0.9024655980106084, 0.9807079881626509, 0.966114963992537, 0.9236172513764959, 0.2434179195863664, 0.9753535100361342, 0.9849157719189762, nan, 0.7787409959285938, nan, 0.8327772781339755, 0.8818375104696863, 0.9047320589157004, 0.7376698078570555, 0.8023361533601467, 0.9130035157057836, 0.975741496436772, 0.6045332065303535, nan, 0.8075535476322033, 0.5168393782383419, nan, 0.9209763170613823, nan, 0.0, nan, nan, 0.9273921533818569, nan, nan, nan, nan, nan, 0.7078097167976729, nan, nan, 0.6309820638623019, 0.7643962927781058, 0.0, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.8681460012680011, nan, nan, 0.9921401620522573, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1866011925640126, nan, 0.7294660743837644, 0.8802731882308302, nan, nan, 0.8096544715447155, 0.0, 0.9041325510927729, nan, nan, 0.8189077149931836, 0.8169707500724008, nan, nan, 0.8912425729785585, nan, nan, nan, nan, nan, nan, 0.7696592398427261, 0.0, nan, 0.9793905262066821, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5669246202350243, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.928254735993551, 0.5687992988606485, nan, nan, nan, 0.9837215232913975, nan, nan, nan, 0.38737007598916934, 0.8592783505154639, 0.0, nan, 0.9096812278630461, 0.9200176973748894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9542368004603654, 0.988129813719067, 0.9951434331416484, 0.9677371729333298, 0.26012359142130137, 0.992581728521022, 0.9922460132804131, nan, 0.8326925910546127, nan, 0.9978967860805479, 0.993395267818261, 0.9299980176429775, 0.8073806175071998, 0.8202082578490525, 0.9720849439741645, 0.998226016997374, 0.8792070078377132, nan, 0.8558732345849122, 0.9214780600461894, nan, 0.9753217315004388, nan, nan, nan, nan, 0.9568892203425312, nan, nan, nan, nan, nan, 0.8901150842581176, nan, nan, 0.6574756956084479, 0.7680045398266612, nan, nan, nan, 0.0, nan, 0.3448888888888889, nan, nan, nan, 0.9724848829187127, nan, nan, 0.9985644617749768, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4400330851943755, nan, 0.7902807265864591, 0.9920503799879492, nan, nan, 0.8783902976846748, nan, 0.9284342932803707, nan, nan, 0.8536047793051447, 0.8169707500724008, nan, nan, 0.9116854288885365, nan, nan, nan, nan, nan, nan, 0.9801794283329857, 0.0, nan, 0.9866744790458069, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6200626959247649, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9707060063224446, 0.5748449955713021, nan, nan, nan, 0.99198525630036, nan, nan, nan, 0.3902331720193577, 0.8748360010495932, nan, nan, 0.9301810865191147, 0.9432488281840633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0344 | 14.0 | 280 | 0.1332 | 0.6693 | 0.7817 | 0.9566 | [0.9119309616329353, 0.9796317977085772, 0.9657236789351294, 0.9181987967216446, 0.22905759162303665, 0.9752718015066464, 0.9849055896195459, nan, 0.8374032088211609, nan, 0.8447667235394481, 0.8764607679465777, 0.8750584494529131, 0.7381863047501542, 0.833230312770429, 0.9270366948570345, 0.9755878619984484, 0.6142244800762026, nan, 0.7716468312514344, 0.5483870967741935, nan, 0.9221018267694658, nan, 0.0, nan, nan, 0.9280201427197733, nan, nan, nan, nan, nan, 0.6977210835602694, nan, nan, 0.6372275013974288, 0.7725218284540318, 0.0, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.8852650294477165, nan, nan, 0.9921097353726632, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16789146410401357, nan, 0.7312910473556862, 0.8881546134663342, nan, nan, 0.8020975353959098, 0.0, 0.8897054041750666, nan, nan, 0.8577757962493382, 0.8308717057631045, nan, nan, 0.8921056713022799, nan, nan, nan, nan, nan, nan, 0.7772089182493807, 0.0, nan, 0.9787256098965652, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.503345941227815, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9269183922046285, 0.5795454545454546, nan, nan, nan, 0.9855103345408055, nan, nan, nan, 0.38739525139664804, 0.8464119772844605, 0.0, nan, 0.8926080892608089, 0.921998031496063, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9572878279826921, 0.9884857645462659, 0.9950707250974948, 0.9671909083862681, 0.24173027989821882, 0.9934107044169537, 0.9915664185831394, nan, 0.9054023281046978, nan, 0.9983139524777945, 0.9907098272608507, 0.9274457329765091, 0.8014198647110039, 0.8494147670883284, 0.9574056857660126, 0.9987189591010197, 0.8918856615952052, nan, 0.8107475025835342, 0.9226327944572749, nan, 0.9707151213805206, nan, nan, nan, nan, 0.9596498802841779, nan, nan, nan, nan, nan, 0.9003699136868064, nan, nan, 0.6687898089171974, 0.7759492364836978, nan, nan, nan, 0.0, nan, 0.30044444444444446, nan, nan, nan, 0.9699078771153768, nan, nan, 0.9985237372863237, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4913151364764268, nan, 0.7985373908940788, 0.9691344826915975, nan, nan, 0.8432194046306505, nan, 0.9057265806024495, nan, nan, 0.8927266399860797, 0.8308717057631045, nan, nan, 0.9120025368638022, nan, nan, nan, nan, nan, nan, 0.9818485291049447, 0.0, nan, 0.985879704831299, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.542319749216301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9622760800842992, 0.587245349867139, nan, nan, nan, 0.9911280644608264, nan, nan, nan, 0.3904971403431588, 0.8604040934138022, nan, nan, 0.9014084507042254, 0.9442568418930497, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0384 | 15.0 | 300 | 0.1342 | 0.6594 | 0.7883 | 0.9562 | [0.9104536834673739, 0.9810159292216531, 0.9668250255223029, 0.918346480209413, 0.2589676290463692, 0.9735974286191351, 0.9852684483670346, nan, 0.8471517556638368, nan, 0.8364611260053619, 0.8913645352669743, 0.8728764590315498, 0.7327358664293168, 0.8302041701521207, 0.9302490934515204, 0.9750708232121964, 0.606646058732612, nan, 0.7707979626485568, 0.5163398692810458, nan, 0.9243530884808013, nan, 0.0, nan, nan, 0.9284387673880908, nan, nan, nan, nan, nan, 0.6882350185072389, nan, nan, 0.642378361327971, 0.7626134114683732, 0.0, nan, nan, 0.0, 0.0, 0.3022222222222222, nan, nan, nan, 0.8897683253873659, nan, nan, 0.991397871200558, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1627963823026155, nan, 0.7426598332175122, 0.87578009957226, nan, nan, 0.820236260914227, 0.0, 0.8679738562091504, nan, nan, 0.8615018274448998, 0.8291340863017665, nan, nan, 0.8881118881118881, nan, nan, nan, nan, nan, nan, 0.7685489166119501, 0.08, nan, 0.9801169725298764, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5391868002357101, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9271131073907718, 0.619813717188823, nan, nan, nan, 0.985981507520559, nan, nan, nan, 0.37879185243465335, 0.863342805476621, 0.0, nan, 0.896794680956634, 0.928596016719941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9547547115522946, 0.9890119527256032, 0.9937371934694956, 0.9646958081577967, 0.2797528171573973, 0.9915189389108532, 0.9936382385282999, nan, 0.9036073567036824, nan, 0.9978620222141107, 0.9814196545217012, 0.9357964119337893, 0.7994775969459513, 0.8442634572063202, 0.9602681411166022, 0.9991480013023408, 0.904794836330106, nan, 0.8132276954874268, 0.9122401847575058, nan, 0.971665691722726, nan, nan, nan, nan, 0.9614554303881933, nan, nan, nan, nan, nan, 0.9056103575832306, nan, nan, 0.6827019778746228, 0.7653477094510936, nan, nan, nan, 0.0, nan, 0.3022222222222222, nan, nan, nan, 0.9694614666612557, nan, nan, 0.9985440995306503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5508684863523573, nan, 0.8067468742627978, 0.9710198448949445, nan, nan, 0.880374862183021, nan, 0.879179079774909, nan, nan, 0.9023258511687257, 0.8291340863017665, nan, nan, 0.906136039321389, nan, nan, nan, nan, nan, nan, 0.9768412267890674, 0.08, nan, 0.9877361117556969, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5736677115987461, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9570073761854584, 0.6483613817537643, nan, nan, nan, 0.9917709583404766, nan, nan, nan, 0.3812582490101188, 0.8769351876147993, nan, nan, 0.9091549295774648, 0.9517161433395495, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0573 | 16.0 | 320 | 0.1362 | 0.6572 | 0.7822 | 0.9554 | [0.9072774944426769, 0.9810018332462798, 0.9664209848366824, 0.9202994260181679, 0.2618247782854071, 0.968396216652524, 0.9833102506035822, nan, 0.8220215482344149, nan, 0.8350753754233962, 0.8774749292877346, 0.8864643073623351, 0.7335318198734648, 0.8206447613143212, 0.9230858928613074, 0.9755310423526335, 0.6414082145850797, nan, 0.7749462187655138, 0.53125, nan, 0.9249659887675725, nan, 0.0, nan, nan, 0.9266769682845273, nan, nan, nan, nan, nan, 0.6876548017758393, nan, nan, 0.6412068281063914, 0.7347861842105263, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8998809456318385, nan, nan, 0.9908140736089449, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16219875440021664, nan, 0.743365145770689, 0.878558374920925, nan, nan, 0.8102824040550326, 0.0, 0.837533547162401, nan, nan, 0.8694906818558867, 0.8158123370981755, nan, nan, 0.8875960939123207, nan, nan, nan, nan, nan, nan, 0.7937776266575994, 0.0, nan, 0.9791655869396216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5374385660595548, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9372160264353573, 0.6224137931034482, nan, nan, nan, 0.9868409809450568, nan, nan, nan, 0.3631353337415799, 0.842091638622832, 0.0, nan, 0.8851526641388945, 0.924493010435125, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9561911401790556, 0.9882639401177217, 0.994305638178333, 0.9669952866227932, 0.28331515812431846, 0.9945585171959359, 0.9918165471869971, nan, 0.8840368103090298, nan, 0.9984877718099807, 0.9907098272608507, 0.9422142927941323, 0.7920433996383364, 0.8341026166133682, 0.9683661985614327, 0.9988893588405515, 0.8819732595666205, nan, 0.8065794006200482, 0.9226327944572749, nan, 0.9694355074583212, nan, nan, nan, nan, 0.9572424801454907, nan, nan, nan, nan, nan, 0.9071927661323469, nan, nan, 0.6768354006034194, 0.7375154766817994, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9662554279452944, nan, nan, 0.9960293623563189, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.49545078577336643, nan, 0.8048124557678697, 0.9717778771210325, nan, nan, 0.8636163175303198, nan, 0.8470705064548163, nan, nan, 0.9119540629893857, 0.8158123370981755, nan, nan, 0.903123513556366, nan, nan, nan, nan, nan, nan, 0.9741289380346339, 0.0, nan, 0.9864308256369796, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5827586206896552, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9563751317175975, 0.6395039858281665, nan, nan, nan, 0.9899708554774559, nan, nan, nan, 0.36524417069951604, 0.8535817370768827, nan, nan, 0.8924547283702213, 0.9466256741091679, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0213 | 17.0 | 340 | 0.1367 | 0.6715 | 0.7875 | 0.9551 | [0.9067448033006597, 0.9821732444900051, 0.9656804316055102, 0.9244569140556936, 0.2547740720817644, 0.9755399590591971, 0.983596521153945, nan, 0.816729848983904, nan, 0.8332825269636662, 0.8924226395133562, 0.8872224159981398, 0.7199675324675324, 0.8144250354916364, 0.8886029330197679, 0.9756620395008726, 0.6550468262226847, nan, 0.7784452296819788, 0.4939759036144578, nan, 0.9252411017831125, nan, 0.0, nan, nan, 0.925007552109556, nan, nan, nan, nan, nan, 0.6919514431132046, nan, nan, 0.6560384191465911, 0.744874364112841, 0.0, nan, nan, 0.0, nan, 0.4, nan, nan, nan, 0.8915952292210212, nan, nan, 0.9906291969181368, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.15155374426897605, nan, 0.7191069799765452, 0.8856366663745509, nan, nan, 0.8122109158186864, 0.0, 0.882685558299753, nan, nan, 0.8530180080035571, 0.8163915435852882, nan, nan, 0.8882825370675453, nan, nan, nan, nan, nan, nan, 0.7806710065097646, 0.045714285714285714, nan, 0.9789477321018294, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5720411663807891, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365595770638471, 0.6238297872340426, nan, nan, nan, 0.9864006479942021, nan, nan, nan, 0.3700262927256792, 0.8407973077918716, 0.0, nan, 0.8855751068694702, 0.9134898801336215, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9546042074742981, 0.9885218754997498, 0.99470222751008, 0.959554277657411, 0.27546346782988007, 0.9927092632742422, 0.9932890023644232, nan, 0.8802057519456686, nan, 0.9977924944812362, 0.9796051676585862, 0.9454604024184756, 0.7722858482352153, 0.8314245656043731, 0.979889416254832, 0.9985455165089961, 0.8706777316735823, nan, 0.8347571477781606, 0.9468822170900693, nan, 0.975102369113776, nan, nan, nan, nan, 0.9615208488702228, nan, nan, nan, nan, nan, 0.8996506370735717, nan, nan, 0.6983741200134094, 0.7478332645480809, nan, nan, nan, 0.0, nan, 0.4053333333333333, nan, nan, nan, 0.9708006980236191, nan, nan, 0.9987986275847324, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4921422663358147, nan, 0.7811276244397264, 0.9821376508775681, nan, nan, 0.8712238147739801, nan, 0.8991062562065542, nan, nan, 0.8901745838408445, 0.8163915435852882, nan, nan, 0.9118968342053803, nan, nan, nan, nan, nan, nan, 0.975798038806593, 0.045714285714285714, nan, 0.9862567874878173, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6272727272727273, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9707060063224446, 0.6492471213463242, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.37149142102947647, 0.852269745473629, nan, nan, 0.8961770623742454, 0.9372007459301447, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0662 | 18.0 | 360 | 0.1409 | 0.6605 | 0.7686 | 0.9542 | [0.9030824597089657, 0.981512175158584, 0.9657510051509974, 0.9221769534383271, 0.24558893657606104, 0.9744408279085295, 0.9850586029067042, nan, 0.7842085427135679, nan, 0.829798913671559, 0.8767873244879557, 0.9070155902004454, 0.7495425155544712, 0.8235741326878918, 0.8790246264222364, 0.9748452690166975, 0.6531489441225939, nan, 0.8031982318718107, 0.5259562841530054, nan, 0.9270603867268087, nan, 0.0, nan, nan, 0.9240010148420652, nan, nan, nan, nan, nan, 0.6951976735046765, nan, nan, 0.6410132689987937, 0.7250796423800226, 0.0, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.8955403248521265, nan, nan, 0.9914389965331474, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1462972553081305, nan, 0.7355538071509747, 0.8869960942948807, nan, nan, 0.793825222396651, 0.0, 0.82638570774164, nan, nan, 0.856755034765506, 0.8010425716768028, nan, nan, 0.8837379274340903, nan, nan, nan, nan, nan, nan, 0.8042420027816412, 0.0, nan, 0.9787715610332018, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42269832078749275, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9310203243687127, 0.479185119574845, nan, nan, nan, 0.9873379817769603, nan, nan, nan, 0.3659689990366932, 0.837551652892562, 0.0, nan, 0.8177062374245473, 0.931119311193112, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9580691212111152, 0.9897806001640469, 0.9938892193799986, 0.9632600182334248, 0.26208651399491095, 0.9927092632742422, 0.9916088932517191, nan, 0.836175371384941, nan, 0.9984530079435435, 0.9880243867034403, 0.9284121320249777, 0.8229857343781395, 0.8361977976968761, 0.9771982189166707, 0.9992758011069898, 0.80567081604426, nan, 0.8512573200137789, 0.8891454965357968, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9530033625099763, nan, nan, nan, nan, nan, 0.9088573777229757, nan, nan, 0.6680355346966141, 0.7279973173751547, nan, nan, nan, 0.0, nan, 0.2773333333333333, nan, nan, nan, 0.9677366989976056, nan, nan, 0.9986662729966097, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.46732837055417703, nan, 0.7939608398207124, 0.9887655736749014, nan, nan, 0.8362734288864389, nan, 0.836014564713671, nan, nan, 0.896931732498115, 0.8010425716768028, nan, nan, 0.8946673008826171, nan, nan, nan, nan, nan, nan, 0.9651575213853536, 0.0, nan, 0.9859203137327702, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45768025078369906, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9557428872497366, 0.479185119574845, nan, nan, nan, 0.9892422424138522, nan, nan, nan, 0.3677078750549934, 0.8509577538703752, nan, nan, 0.8177062374245473, 0.953832972128421, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0518 | 19.0 | 380 | 0.1410 | 0.6674 | 0.7806 | 0.9539 | [0.9011438624610261, 0.9815720099306391, 0.9658476196898829, 0.9227872139906322, 0.2412848435038696, 0.9721603795176963, 0.9846708704438291, nan, 0.8097110085465832, nan, 0.8330528148578061, 0.8857404021937842, 0.9157622612979538, 0.7334782608695652, 0.7613958898797983, 0.8800970338515823, 0.974799120195433, 0.6422065647018388, nan, 0.8059830151331333, 0.49967170059093896, nan, 0.9215144396849523, nan, 0.0, nan, nan, 0.9262646037259236, nan, nan, nan, nan, nan, 0.689437265000474, nan, nan, 0.6376547127895906, 0.7299609495426986, 0.0, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.8923154512851166, nan, nan, 0.9903905421108473, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1653194263363755, nan, 0.7432807352176175, 0.889131352949458, nan, nan, 0.8123127776056193, 0.0, 0.8750081417312577, nan, nan, 0.846617920987517, 0.8355053576600058, nan, nan, 0.8887051772243464, nan, nan, nan, nan, nan, nan, 0.7863521482729571, 0.0, nan, 0.9783277453250838, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5151515151515151, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9325040783034257, 0.6293103448275862, nan, nan, nan, 0.9867781284654099, nan, nan, nan, 0.3629117028731605, 0.861811631497684, 0.0, nan, 0.8676205723434061, 0.9216796298119524, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9556953620397729, 0.9892079836159445, 0.9939966289906802, 0.9613259464586924, 0.25612504543802256, 0.9931343791183097, 0.9934305845930219, nan, 0.8718604744618434, nan, 0.9979663138134224, 0.9846131514007839, 0.9304440479730399, 0.7909048288795124, 0.7733423651916381, 0.9763663942848755, 0.999281886811973, 0.8614568925772246, nan, 0.8696176369273165, 0.8787528868360277, nan, 0.9752851711026616, nan, nan, nan, nan, 0.9595190433201188, nan, nan, nan, nan, nan, 0.8968351829017673, nan, nan, 0.6735668789808917, 0.7328982666116385, nan, nan, nan, 0.0, nan, 0.3075555555555556, nan, nan, nan, 0.9693397183555862, nan, nan, 0.9978925077122001, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5244003308519437, nan, 0.80896437839113, 0.982021030535093, nan, nan, 0.8670341786108049, nan, 0.8893743793445879, nan, nan, 0.8831274288034336, 0.8355053576600058, nan, nan, 0.90904286242799, nan, nan, nan, nan, nan, nan, 0.973711662841644, 0.0, nan, 0.9851951547779273, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5595611285266457, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9637513171759747, 0.6465899025686448, nan, nan, nan, 0.9915995199725699, nan, nan, nan, 0.36454025516937966, 0.8787719758593545, nan, nan, 0.8723340040241448, 0.9436520336676579, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0943 | 20.0 | 400 | 0.1485 | 0.6727 | 0.7694 | 0.9524 | [0.8977662840775619, 0.9797098928976953, 0.9645674018175735, 0.9230733844313751, 0.22154146069762584, 0.9725938893751823, 0.9835765995829722, nan, 0.7573401651299352, nan, 0.8685743685970673, 0.86688, 0.9187631283278784, 0.7359396433470508, 0.7421994565387138, 0.8850474789354019, 0.9755247352921074, 0.6362859097127223, nan, 0.8091909385113268, 0.49522673031026254, nan, 0.9277091570733755, nan, 0.0, nan, nan, 0.9202631545395433, nan, nan, nan, nan, nan, 0.6803734266383862, nan, nan, 0.5962727993655829, 0.7276511550222268, 0.0, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.8923100001875153, nan, nan, 0.9881606594472281, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16540917005223446, nan, 0.726726077175982, 0.890043802958495, nan, nan, 0.8035789473684211, nan, 0.8655325250945118, nan, nan, 0.8405240757740132, 0.8268172603533159, nan, nan, 0.8888542478565862, nan, nan, nan, nan, nan, nan, 0.8121180373668587, 0.0, nan, 0.9759715235150228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4811075858090568, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.93647837781916, 0.576048951048951, nan, nan, nan, 0.985508481800358, nan, nan, nan, 0.280589421980528, 0.8505806451612903, 0.0, nan, 0.8696303696303697, 0.9071428571428571, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9642818410190012, 0.9881349724267077, 0.9956788287395069, 0.9628097190797656, 0.23133406034169393, 0.9919440547549208, 0.990650853504868, nan, 0.7998874794047125, nan, 0.9976882028819245, 0.9830889824357671, 0.9321042719793835, 0.7905029803763981, 0.7486885426676538, 0.9713999119244507, 0.99886805887311, 0.8577685569386814, nan, 0.8613158801240096, 0.9584295612009238, nan, 0.9693258262649898, nan, nan, nan, nan, 0.9443681228820766, nan, nan, nan, nan, nan, 0.9031237155774764, nan, nan, 0.630154207173986, 0.7304477919933966, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9655858122641127, nan, nan, 0.9959173700125228, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.47146401985111663, nan, 0.7925925925925926, 0.9636533265952691, nan, nan, 0.8416758544652702, nan, 0.87911287653095, nan, nan, 0.8762832782321212, 0.8268172603533159, nan, nan, 0.9040748374821627, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.981406924397828, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5228840125391849, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9538461538461539, 0.5837023914969, nan, nan, nan, 0.9909994856848963, nan, nan, nan, 0.2814782226132864, 0.8648648648648649, nan, nan, 0.8757545271629779, 0.9281286225492666, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0412 | 21.0 | 420 | 0.1430 | 0.6653 | 0.7779 | 0.9551 | [0.9073118268287437, 0.9810413680114684, 0.965398617548474, 0.9217180964184611, 0.2718217915068309, 0.9743199265687583, 0.9844570753810757, nan, 0.8135458759947443, nan, 0.8578925335645725, 0.8786878881987578, 0.9283813801352307, 0.766562274150807, 0.8124854377980397, 0.8967391304347826, 0.9755279979316923, 0.6120951013243976, nan, 0.8051795939614784, 0.4980340760157274, nan, 0.9251698322473312, nan, 0.0, nan, nan, 0.9256345177664974, nan, nan, nan, nan, nan, 0.6752282669999847, nan, nan, 0.5780181326546843, 0.7795900544539196, 0.0, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.8866810280790373, nan, nan, 0.9913157761714604, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.16864805087088747, nan, 0.7323730098559514, 0.8772442366939339, nan, nan, 0.8153356600287416, 0.0, 0.8626341463414634, nan, nan, 0.8292254992062829, 0.8475556841191785, nan, nan, 0.8872872977051569, nan, nan, nan, nan, nan, nan, 0.7913279132791328, 0.0, nan, 0.976764705882353, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5087769784172662, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9346846846846847, 0.5722996515679443, nan, nan, nan, 0.9857015192135835, nan, nan, nan, 0.31721419185282523, 0.8463130659767141, 0.0, nan, 0.8654982473710566, 0.8995570866141732, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9569281675021857, 0.988496081961547, 0.9947038799656289, 0.9662201815222325, 0.29363867684478373, 0.992751774858649, 0.9915097856917, nan, 0.8791609178465701, nan, 0.9973927100172081, 0.985701843518653, 0.9424373079591635, 0.8524546246065233, 0.8240047889853337, 0.9688310417380241, 0.9988832731355682, 0.88427846934071, nan, 0.8524974164657251, 0.8775981524249422, nan, 0.9759066978648727, nan, nan, nan, nan, 0.954324815846973, nan, nan, nan, nan, nan, 0.9103370324702014, nan, nan, 0.6091183372443848, 0.7828879488237722, nan, nan, nan, 0.0, nan, 0.2648888888888889, nan, nan, nan, 0.9688324337486304, nan, nan, 0.998320114843058, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7748053786270347, 0.9629924779879103, nan, nan, 0.8757442116868798, nan, 0.8780536246276067, nan, nan, 0.863493996867931, 0.8485375036200405, nan, nan, 0.9011680143755616, nan, nan, nan, nan, nan, nan, 0.9747548508241185, 0.0, nan, 0.9825671787255766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5542319749216301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9620653319283456, 0.5819309123117803, nan, nan, nan, 0.9927567289559404, nan, nan, nan, 0.31860976682798064, 0.8583049068485962, nan, nan, 0.8694164989939638, 0.9212741293281589, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0199 | 22.0 | 440 | 0.1447 | 0.6543 | 0.7736 | 0.9546 | [0.9039458175667718, 0.9805792442592574, 0.9651967509488153, 0.927996292444086, 0.2595808180153293, 0.9682457592056268, 0.9838779997280965, nan, 0.7846103627073107, nan, 0.8698609385887842, 0.8608492058469911, 0.9186319027391241, 0.7599633251833741, 0.834067024211799, 0.8890530888247017, 0.9756241826180002, 0.6381489071038251, nan, 0.7967240655186896, 0.5219478737997256, nan, 0.925573253982146, nan, 0.0, nan, nan, 0.9157658862024624, nan, nan, nan, nan, nan, 0.6809279624366736, nan, nan, 0.5789314363553807, 0.7217811351781906, 0.0, nan, nan, 0.0, 0.0, 0.2568888888888889, nan, nan, nan, 0.8853688882286308, nan, nan, 0.9851883284836728, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.2638966872543515, nan, 0.735663042999868, 0.8889245014245014, nan, nan, 0.8114026027680231, 0.0, 0.864782127271543, nan, nan, 0.8360970452395526, 0.8485375036200405, nan, nan, 0.8884051210283522, nan, nan, nan, nan, nan, nan, 0.8027269589230238, 0.0, nan, 0.9759326668474216, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.43415051311288483, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9351755661749429, 0.6102430555555556, nan, nan, nan, 0.9860163710777626, nan, nan, nan, 0.39161938018332604, 0.8355348355348355, 0.0, nan, 0.889253404911025, 0.8919477961093327, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9599083695760433, 0.9882226704565972, 0.9951434331416484, 0.9681911630636583, 0.2782260996001454, 0.9948773540789865, 0.9904715160153098, nan, 0.8371398336302627, nan, 0.9981227512123898, 0.9873711714327188, 0.9324264049955397, 0.8326970732034024, 0.8476661573118669, 0.9714243773547977, 0.9987828590033441, 0.8614568925772246, nan, 0.849500516706855, 0.8787528868360277, nan, 0.9666203568294823, nan, nan, nan, nan, 0.9410710313877877, nan, nan, nan, nan, nan, 0.9060008220304151, nan, nan, 0.6411330874958096, 0.7245924473792819, nan, nan, nan, 0.0, nan, 0.2568888888888889, nan, nan, nan, 0.9674526196177103, nan, nan, 0.9927612221419044, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.38875103391232424, nan, 0.7886293937249351, 0.9703201228400941, nan, nan, 0.8661521499448732, nan, 0.8789804700430321, nan, nan, 0.8714981729598051, 0.8485375036200405, nan, nan, 0.9058717826753343, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.981430129484383, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4774294670846395, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.948577449947313, 0.6226749335695305, nan, nan, nan, 0.9912566432367564, nan, nan, nan, 0.3947206335239771, 0.8464969824193125, nan, nan, 0.8998993963782697, 0.9128068141726727, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0611 | 23.0 | 460 | 0.1401 | 0.6670 | 0.7796 | 0.9550 | [0.9056082260270742, 0.9814994034543323, 0.9650913031212331, 0.9239970529686382, 0.23318632855567806, 0.9696410043577506, 0.9840532213801841, nan, 0.7937188434695912, nan, 0.8488055818353831, 0.8835370237239396, 0.9147135416666666, 0.7555787150564002, 0.860634385534784, 0.8944032123440637, 0.9751605372428582, 0.637986192961778, nan, 0.8058558119907813, 0.5060936497754971, nan, 0.9279099835761959, nan, 0.0, nan, nan, 0.9161192329599392, nan, nan, nan, nan, nan, 0.6888586311173034, nan, nan, 0.5841628620612229, 0.7256700845475805, 0.0, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.8843658144307027, nan, nan, 0.9908382912958716, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20670958996950187, nan, 0.7390048867170147, 0.8939562476826103, nan, nan, 0.8051398493136547, 0.0, 0.8741618384219777, nan, nan, 0.8322463768115942, 0.8537503620040544, nan, nan, 0.8850285244385054, nan, nan, nan, nan, nan, nan, 0.7772393048128342, 0.0, nan, 0.9768233312567777, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41261994765920323, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9369721936148301, 0.6206008583690987, nan, nan, nan, 0.985980312779648, nan, nan, nan, 0.37178590169669407, 0.8574380165289256, 0.0, nan, 0.9031655524970508, 0.9118095519157936, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9561335945021746, 0.9888107631276213, 0.9949071319981493, 0.9628318649397817, 0.2460196292257361, 0.9932194022871232, 0.9933786711092024, nan, 0.8531204372228846, nan, 0.998070605412734, 0.9812019160981275, 0.9400089206066012, 0.8254638001473444, 0.8847807936482931, 0.9700053823946764, 0.9990262872026753, 0.8734439834024896, nan, 0.8551842921116087, 0.9110854503464203, nan, 0.970824802573852, nan, nan, nan, nan, 0.9469717784668524, nan, nan, nan, nan, nan, 0.8941430332922318, nan, nan, 0.6541233657391887, 0.7283842344201403, nan, nan, nan, 0.0, nan, 0.28355555555555556, nan, nan, nan, 0.9706992411022279, nan, nan, 0.9986866352409363, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5045492142266336, nan, 0.7848549186128804, 0.9841007599758984, nan, nan, 0.8600882028665932, nan, 0.8889771598808341, nan, nan, 0.8659880517371382, 0.8537503620040544, nan, nan, 0.9100998890122086, nan, nan, nan, nan, nan, nan, 0.9703734612977258, 0.0, nan, 0.982422146934608, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.44482758620689655, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9586933614330875, 0.6403897254207263, nan, nan, nan, 0.9916852391565232, nan, nan, nan, 0.3740431148262209, 0.8711624245604828, nan, nan, 0.9242454728370222, 0.9343279068595333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0257 | 24.0 | 480 | 0.1440 | 0.6568 | 0.7687 | 0.9532 | [0.9010835423059151, 0.981331380791701, 0.9646435441991738, 0.921076509743597, 0.226492511796485, 0.9711600440812592, 0.9840923225115613, nan, 0.7780197097655217, nan, 0.8423012092341517, 0.8862742527530152, 0.9174979319741132, 0.7362816336757705, 0.8343019641969169, 0.875799973518118, 0.9752499658394872, 0.6314594972067039, nan, 0.8019852870313855, 0.5064141722663409, nan, 0.9274151069283983, nan, 0.0, nan, nan, 0.9195131876796296, nan, nan, nan, nan, nan, 0.682495078427637, nan, nan, 0.5709958349110186, 0.7235442257285296, 0.0, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.8955246304956148, nan, nan, 0.9840478664904297, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1895734597156398, nan, 0.7303173768192179, 0.8977009256473337, nan, nan, 0.8155783487356555, 0.0, 0.8312385441214978, nan, nan, 0.8402549685464566, 0.7955401100492325, nan, nan, 0.8828275467180261, nan, nan, nan, nan, nan, nan, 0.8043478260869565, 0.0, nan, 0.9767390890582013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2432350258437215, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9314332920280876, 0.5692982456140351, nan, nan, nan, 0.9864483584131327, nan, nan, nan, 0.3169662428759316, 0.8274072151570205, 0.0, nan, 0.8962771252239697, 0.8974737775151426, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9603311089715924, 0.9886921128518883, 0.9951516954193932, 0.9591630341304612, 0.24078516902944383, 0.9927730306508523, 0.9932323694729838, nan, 0.8280444188445206, nan, 0.9988701743407902, 0.9813470750471767, 0.9344583209436019, 0.7872212176009644, 0.845775768364341, 0.9709350687478593, 0.9990110729402171, 0.8337943752881513, nan, 0.8599724423010678, 0.9572748267898383, nan, 0.9655601052939456, nan, nan, nan, nan, 0.9460166686292212, nan, nan, nan, nan, nan, 0.8834566378956021, nan, nan, 0.631914180355347, 0.7262690879075526, nan, nan, nan, 0.0, nan, 0.28, nan, nan, nan, 0.9675743679233797, nan, nan, 0.9929444823408436, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.6286186931348222, nan, 0.7860344420853975, 0.9858500651130245, nan, nan, 0.8854465270121279, nan, 0.8406487917907978, nan, nan, 0.875442259729714, 0.7955401100492325, nan, nan, 0.896358543417367, nan, nan, nan, nan, nan, nan, 0.9572292927185478, 0.0, nan, 0.9824337494778855, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2507836990595611, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9504741833508957, 0.5748449955713021, nan, nan, nan, 0.9889850848619921, nan, nan, nan, 0.31808183018037833, 0.8365258462345841, nan, nan, 0.9058350100603622, 0.9185524923138955, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0322 | 25.0 | 500 | 0.1493 | 0.6623 | 0.7793 | 0.9527 | [0.8987965308094777, 0.9821812013467875, 0.9653117469662208, 0.9247574368269539, 0.2470813135795726, 0.9660166095112176, 0.9841560166906798, nan, 0.7979931843998486, nan, 0.8386362309533539, 0.8875180469877937, 0.924700192951176, 0.7647022523912372, 0.7671044073466101, 0.8789296777169973, 0.9754739406905568, 0.6307927346800204, nan, 0.795945308816596, 0.46658851113716293, nan, 0.9266125378959473, nan, 0.0, nan, nan, 0.9198790246361288, nan, nan, nan, nan, nan, 0.6851921099373656, nan, nan, 0.6118728341117975, 0.7163603649916463, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8873634019184029, nan, nan, 0.9861066203217201, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21227887617065558, nan, 0.7311713154499755, 0.8828182422736341, nan, nan, 0.8264090499549505, 0.0, 0.8383249229962645, nan, nan, 0.8367744448772887, 0.8543717429067748, nan, nan, 0.8847777372452967, nan, nan, nan, nan, nan, nan, 0.7805977625647019, 0.0, nan, 0.9777006337471816, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.2943854324734446, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9334292171769057, 0.6505922165820643, nan, nan, nan, 0.9866084798699354, nan, nan, nan, 0.3661379370782578, 0.8176378772112383, 0.0, nan, 0.8780901116427432, 0.9024282343688557, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9550878124896252, 0.9886869541442478, 0.9949286139202855, 0.960388438384681, 0.26310432569974557, 0.993942099222038, 0.992892572124347, nan, 0.8469184091731076, nan, 0.9987658827414785, 0.9815648134707504, 0.9381504608980077, 0.829951108432121, 0.7803368042974842, 0.9788129373195674, 0.9989258730704511, 0.8566159520516367, nan, 0.8723045125732002, 0.9191685912240185, nan, 0.9721775372916057, nan, nan, nan, nan, 0.9550705865421099, nan, nan, nan, nan, nan, 0.9037607891491986, nan, nan, 0.6806905799530674, 0.7188918695831614, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9704963272594457, nan, nan, 0.9936062552814571, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.674937965260546, nan, 0.7754659117716443, 0.980504966082917, nan, nan, 0.9101433296582139, nan, 0.8468718967229394, nan, nan, 0.8721071863580999, 0.8546191717347235, nan, nan, 0.8973098673431636, nan, nan, nan, nan, nan, nan, 0.9753807636136032, 0.0, nan, 0.9835824012623567, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.30407523510971785, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9574288724973656, 0.6811337466784765, nan, nan, nan, 0.9883421909823419, nan, nan, nan, 0.3676198856137263, 0.8247179218053005, nan, nan, 0.8862173038229376, 0.9253061841641046, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0596 | 26.0 | 520 | 0.1515 | 0.6627 | 0.7697 | 0.9535 | [0.8990218651104814, 0.9810023280206708, 0.9653286574400126, 0.9288986377117224, 0.24670202638378894, 0.9696523092890503, 0.9849194989381905, nan, 0.7819721871049304, nan, 0.831709400471978, 0.8830855503390714, 0.9178432327166505, 0.7569215758019271, 0.8105184863792729, 0.875969509078383, 0.9748540824263584, 0.6173755357731618, nan, 0.8045509293922328, 0.4954308093994778, nan, 0.9284713955605349, nan, 0.0, nan, nan, 0.9218677180033001, nan, nan, nan, nan, nan, 0.689629745842485, nan, nan, 0.6222591625108842, 0.7164785436968092, 0.0, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.8885306997111712, nan, nan, 0.9915889929032128, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.3549807374793616, nan, 0.7381344979722804, 0.8912864090454202, nan, nan, 0.8024056749254652, 0.0, 0.850494854820738, nan, nan, 0.8338621687820085, 0.8300028960324356, nan, nan, 0.883858164917228, nan, nan, nan, nan, nan, nan, 0.8001721170395869, 0.0, nan, 0.9772476979582894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31045655375552283, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9208454206382097, 0.5389380530973451, nan, nan, nan, 0.9858889934148636, nan, nan, nan, 0.36202066188058135, 0.833419689119171, 0.0, nan, 0.8467241033860949, 0.9189255669798789, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9553998871219415, 0.9890893333402117, 0.9943271201004693, 0.9722217095865737, 0.26375863322428206, 0.992921821196276, 0.9937279072730791, nan, 0.828553440585107, nan, 0.9985399176096366, 0.9829438234867179, 0.9343096441669144, 0.8312906034425022, 0.8239890357441043, 0.964329402554191, 0.999163215564799, 0.8633010603964961, nan, 0.8513606613847744, 0.8764434180138568, nan, 0.9695451886516525, nan, nan, nan, nan, 0.9575695725556385, nan, nan, nan, nan, nan, 0.9033497739416358, nan, nan, 0.6588166275561516, 0.7187886917044986, nan, nan, nan, 0.0, nan, 0.296, nan, nan, nan, 0.9675540765391015, nan, nan, 0.9986255485079566, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.533498759305211, nan, 0.7814578910120311, 0.9867052809578417, nan, nan, 0.860529217199559, nan, 0.8590532936113869, nan, nan, 0.8688301142625138, 0.8300028960324356, nan, nan, 0.8945087468949844, nan, nan, nan, nan, nan, nan, 0.9699561861047361, 0.0, nan, 0.9832401262356708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3304075235109718, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9365648050579557, 0.5394154118689105, nan, nan, nan, 0.9881707526144351, nan, nan, nan, 0.3638363396392433, 0.8441353975334558, nan, nan, 0.8503018108651912, 0.9414344035078878, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0373 | 27.0 | 540 | 0.1534 | 0.6515 | 0.7773 | 0.9525 | [0.8965442948028729, 0.9815482100996038, 0.9656944596078633, 0.9268953324908056, 0.2605733558178752, 0.9681430969801231, 0.9855979522088297, nan, 0.7766338236596132, nan, 0.8436343340579284, 0.8865554465161923, 0.9174874468906914, 0.7758433734939759, 0.7340610270404366, 0.8995186114312834, 0.974827587230619, 0.6112903225806452, nan, 0.809461791423827, 0.5012360939431397, nan, 0.926875196150225, nan, 0.0, nan, nan, 0.9245910694334601, nan, nan, nan, nan, nan, 0.6829161997260615, nan, nan, 0.623784473138849, 0.7161630448759162, 0.0, nan, nan, 0.0, 0.0, 0.3431111111111111, nan, nan, nan, 0.8808033577556055, nan, nan, 0.9882696164833161, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.20992951271835733, nan, 0.754056476916181, 0.8854859481678811, nan, nan, 0.824291742013261, 0.0, 0.8544051278697102, nan, nan, 0.8231600100477267, 0.8297132927888793, nan, nan, 0.8852645749197473, nan, nan, nan, nan, nan, nan, 0.8034321372854915, 0.0, nan, 0.9770795271824013, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3830478440637921, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9215442092154421, 0.5933970460469157, nan, nan, nan, 0.9851231190150479, nan, nan, nan, 0.3543740178103719, 0.8534126163391934, 0.0, nan, 0.884470073573275, 0.9072352565048448, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9578477916846497, 0.9892802055229124, 0.9939140062132329, 0.9637103173870838, 0.2808433296982915, 0.9928580538196659, 0.9921657833508738, nan, 0.8225121562428838, nan, 0.998383480210669, 0.9835244592829148, 0.9417682624640697, 0.8625678119349005, 0.7458214527639062, 0.9737485932377551, 0.9991449584498492, 0.8736745043798986, nan, 0.8563899414398898, 0.9364896073903002, nan, 0.9717753729160573, nan, nan, nan, nan, 0.96364040768798, nan, nan, nan, nan, nan, 0.901685162351007, nan, nan, 0.6558833389205497, 0.7183243912505158, nan, nan, nan, 0.0, nan, 0.3431111111111111, nan, nan, nan, 0.9708818635607321, nan, nan, 0.9932702782500687, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.5665839536807279, nan, 0.793724935126209, 0.9755680382514723, nan, nan, 0.9046306504961411, nan, 0.864812975835816, nan, nan, 0.8553158169479729, 0.8297132927888793, nan, nan, 0.9036520268484752, nan, nan, nan, nan, nan, nan, 0.9670352597538077, 0.0, nan, 0.9835243885459692, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.40658307210031347, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9357218124341412, 0.6049601417183348, nan, nan, nan, 0.9876564375107149, nan, nan, nan, 0.3571491421029476, 0.8661768564681186, nan, nan, 0.8949698189134809, 0.9296406431127463, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0385 | 28.0 | 560 | 0.1548 | 0.6607 | 0.7661 | 0.9524 | [0.8970703868628847, 0.980633622368448, 0.9635848024491128, 0.9232820570401976, 0.2255383976178935, 0.9688394078865531, 0.9854110411041104, nan, 0.7475496116245661, nan, 0.8497019186674359, 0.881279129984464, 0.9239615056645145, 0.779497559233242, 0.782851904221763, 0.9113117118793914, 0.9753082385097597, 0.6455189965460826, nan, 0.8005810537311484, 0.5100207325501037, nan, 0.9286014721345952, nan, 0.0, nan, nan, 0.9258318163430421, nan, nan, nan, nan, nan, 0.6797519697888014, nan, nan, 0.6272930291912586, 0.7125848590824934, 0.0, nan, nan, 0.0, nan, 0.3552397868561279, nan, nan, nan, 0.8880132647738281, nan, nan, 0.9867851216254503, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.1975133214920071, nan, 0.7174610345606506, 0.8870913913333685, nan, nan, 0.8105869279725225, 0.0, 0.8285695555264193, nan, nan, 0.8382646830243144, 0.8169707500724008, nan, nan, 0.883779133427186, nan, nan, nan, nan, nan, nan, 0.8160127253446448, 0.0, nan, 0.9757095062298108, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3934997098084736, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9184308841843088, 0.5150442477876106, nan, nan, nan, 0.9847889249700906, nan, nan, nan, 0.31959755030621173, 0.828838174273859, 0.0, nan, 0.8817322050771528, 0.8872150839363954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9595276827905227, 0.9871341831444387, 0.9955036684513187, 0.9711993090491675, 0.23678662304616502, 0.9933044254559368, 0.9920194817146551, nan, 0.7876843529396006, nan, 0.9984008621438877, 0.9880969661779648, 0.9397363465160076, 0.8769673832964973, 0.7936797996187716, 0.9583109066888487, 0.9989045731030097, 0.8185799907791609, nan, 0.8448157078883913, 0.8521939953810623, nan, 0.9685946183094472, nan, nan, nan, nan, 0.958210673679528, nan, nan, nan, nan, nan, 0.8988902589395807, nan, nan, 0.6591518605430774, 0.7147905489063144, nan, nan, nan, 0.0, nan, 0.35555555555555557, nan, nan, nan, 0.9671888316220932, nan, nan, 0.9928833956078639, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4598842018196857, nan, 0.7492804906817646, 0.9816128593364303, nan, nan, 0.8846747519294377, nan, 0.8367428003972195, nan, nan, 0.8758482686619106, 0.8169707500724008, nan, nan, 0.8958300301252576, nan, nan, nan, nan, nan, nan, 0.9632797830168996, 0.0, nan, 0.9812792964217757, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4250783699059561, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9325605900948367, 0.5155004428697962, nan, nan, nan, 0.9878278758786216, nan, nan, nan, 0.32142542894852616, 0.8386250327997901, nan, nan, 0.891046277665996, 0.908321153167683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.0412 | 29.0 | 580 | 0.1592 | 0.6500 | 0.7727 | 0.9515 | [0.8949229686819773, 0.9812312658519714, 0.9639549693118036, 0.9258280298666742, 0.24209730621220452, 0.9663563004345127, 0.9845830907075905, nan, 0.7593595686788269, nan, 0.8658385842202057, 0.8839937434827946, 0.930771307271344, 0.769801126566272, 0.7257131334439808, 0.9009547359021911, 0.9755798884806981, 0.6496658459373901, nan, 0.803027362701339, 0.499683343888537, nan, 0.9274151253452676, nan, 0.0, nan, nan, 0.9155771149934943, nan, nan, nan, nan, nan, 0.6819490035625944, nan, nan, 0.6085852930197835, 0.7122244798230498, 0.0, nan, nan, 0.0, 0.0, 0.34044444444444444, nan, nan, nan, 0.8760496898955341, nan, nan, 0.9832898119471266, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.19413012729844414, nan, 0.7086617740327987, 0.8856046335580867, nan, nan, 0.8265838011226945, 0.0, 0.8471458496988741, nan, nan, 0.8152432039784315, 0.8349261511728931, nan, nan, 0.8866524874202417, nan, nan, nan, nan, nan, nan, 0.826296098343132, 0.0, nan, 0.9758325064038954, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4595292766934558, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9329179646936656, 0.6211072664359861, nan, nan, nan, 0.9847837237134552, nan, nan, nan, 0.27795275590551183, 0.8326838139776566, 0.0, nan, 0.8979992153785799, 0.8739350962722214, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9600057545676881, 0.9879028305828824, 0.9955515896622381, 0.9670395783428253, 0.25612504543802256, 0.9927305190664456, 0.989494598637979, nan, 0.8074826195866208, nan, 0.998383480210669, 0.9844679924517347, 0.9398354643671325, 0.8969928337016945, 0.7370311441579105, 0.9627391495816412, 0.998749387625936, 0.8515444905486399, nan, 0.855253186358939, 0.9110854503464203, nan, 0.9697645510383153, nan, nan, nan, nan, 0.9482801481074433, nan, nan, nan, nan, nan, 0.9008425811755035, nan, nan, 0.6832048273550118, 0.7143004539826661, nan, nan, nan, 0.0, nan, 0.34044444444444444, nan, nan, nan, 0.9716326447790268, nan, nan, 0.9891061992852852, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.45409429280397023, nan, 0.7380514272234018, 0.9777643880347529, nan, nan, 0.9091510474090408, nan, 0.8567361800728236, nan, nan, 0.8462386172495795, 0.8349261511728931, nan, nan, 0.9033349188732097, nan, nan, nan, nan, nan, nan, 0.9676611725432923, 0.0, nan, 0.9812444887919431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5018808777429468, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.9466807165437302, 0.6359610274579274, nan, nan, nan, 0.9874849991428082, nan, nan, nan, 0.27954245490541135, 0.8409866176856469, nan, nan, 0.9211267605633803, 0.8944609646691195, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
| 0.042 | 30.0 | 600 | 0.1653 | 0.6589 | 0.7658 | 0.9500 | [0.889510131590396, 0.9806404031712863, 0.9635016074959992, 0.92723304776501, 0.23933324187131294, 0.9666390899689762, 0.9854054611218351, nan, 0.7471153967672223, nan, 0.8652111721749605, 0.8867350314257361, 0.925598589825197, 0.7766966966966967, 0.6394694596405917, 0.9097214113910749, 0.975578001177107, 0.646199339015481, nan, 0.8052929448839153, 0.49779179810725555, nan, 0.9281004489337823, nan, 0.0, nan, nan, 0.915954919896902, nan, nan, nan, nan, nan, 0.6781977830364927, nan, nan, 0.6012451598208185, 0.7131027388453131, 0.0, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.8805753010938824, nan, nan, 0.9842689354469949, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.21606285464862504, nan, 0.717439293598234, 0.8869279776926743, nan, nan, 0.8349117735021434, 0.0, 0.8309591019497145, nan, nan, 0.8200379337275466, 0.8268172603533159, nan, nan, 0.8870607774951991, nan, nan, nan, nan, nan, nan, 0.8271494826971102, 0.0, nan, 0.9740183990621445, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39105504587155965, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.927675585284281, 0.5916230366492147, nan, nan, nan, 0.9828449197860962, nan, nan, nan, 0.32187226596675417, 0.8244155844155844, 0.0, nan, 0.9002923976608187, 0.8799369644440067, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] | [0.9616303132919447, 0.9877480693536655, 0.9958969528719678, 0.9691471260210164, 0.2536532170119956, 0.993431960209157, 0.9925905300366697, nan, 0.7918904799539201, nan, 0.9988180285411343, 0.9727826970532734, 0.9368371493706017, 0.8661174737124104, 0.6463397344003529, 0.9530997700249547, 0.9986702734611534, 0.8563854310742277, nan, 0.8626593179469514, 0.9110854503464203, nan, 0.9674612459783563, nan, nan, nan, nan, 0.9485156546427497, nan, nan, nan, nan, nan, 0.895232223592273, nan, nan, 0.6636775058665773, 0.7152548493602972, nan, nan, nan, 0.0, nan, 0.2951111111111111, nan, nan, nan, 0.970273122032385, nan, nan, 0.9905620997546349, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.4094292803970223, nan, 0.7513564519933946, 0.9768119885712064, nan, nan, 0.9233737596471885, nan, 0.8380006620324396, nan, nan, 0.8526187576126675, 0.8268172603533159, nan, nan, 0.9032820675439988, nan, nan, nan, nan, nan, nan, 0.9674525349467974, 0.0, nan, 0.9784540771337077, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42758620689655175, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.935300316122234, 0.6005314437555359, nan, nan, nan, 0.984656266072347, nan, nan, nan, 0.3237131544214694, 0.8328522697454737, nan, nan, 0.9292756539235413, 0.9005594476084875, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- May 12, 2023
- Updated
- May 13, 2023