Downloads · 30 days
4
9% of all-time downloads
pls-selu-segformer-b5-scene-parse-150-cvfinal
az00/pls-selu-segformer-b5-scene-parse-150-cvfinal
pls-selu-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. --
All-time downloads
46
Public
Repo size
33.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin339 MB · 100%
At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- May 13, 2023
- Updated
- May 13, 2023
- SHA
- 3f66bd3d
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-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
| 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 | [0.9135672941275217, 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] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- May 13, 2023
- Updated
- May 13, 2023