nommis_model

nommis/nommis_model

nommis_model is a machine learning model from nommis. 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: Oct 6, 2023
Updated: Oct 8, 2023
SHA: ed28de05

Datasets

scene_parse_150

Model card

From the Hugging Face model README

segformer-b0-scene-parse-150

This model is a fine-tuned version of nvidia/segformer-b0-finetuned-ade-512-512 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:

Loss: 0.7301
Mean Iou: 0.2965
Mean Accuracy: 0.4377
Overall Accuracy: 0.7652
Per Category Iou: [0.8373553548834576, 0.1843522646293565, 0.8561534001899617, 0.5935064239350731, 0.743349831530489, 0.8681947852454764, 0.9250299082812707, 0.8556302781654894, 0.8640881331577057, 0.771978889737043, 0.03785841157066734, 0.0, 0.0, 0.03589606810250939, 0.5981697514324581, 0.29679105909439757, 0.9310517713357466, 0.22213488306366141, nan, 0.07176005924463096, nan, nan, 0.7325212037855716, 0.0, 0.0005248, 0.3258772749937671, nan, 0.0, 0.0016232302281540265, nan, 0.5927057165061177, nan, nan, 0.6416097190584662, nan, nan, 0.34275618374558303, nan, nan, 0.0, nan, 0.04019661659763461, nan, 0.33401103688643624, nan, nan, nan, nan, nan, 0.020353508302088912, nan, nan, nan, nan, nan, nan, 0.9573868044210392, nan, nan, nan, 0.7211958680969408, nan, 0.5146986960211929, nan, nan, nan, 0.0, 0.27069954128440366, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.648936170212766, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.015436182411572727, nan, nan, nan, 0.0, nan, nan, nan, 0.1557234166182452, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]
Per Category Accuracy: [0.9100444036135354, 0.827616992783275, 0.9531705977271947, 0.9469571782671871, 0.8938780435826399, 0.9574093629003871, 0.9250299082812707, 0.9659623572480204, 0.8640881331577057, 0.9564703388448619, 0.3796437659033079, nan, nan, 0.07027850304612707, 0.9150009458351724, 0.4532634971796938, 0.9403204245321235, 0.2614639318869356, nan, 0.07259333250093644, nan, nan, 0.780332100746529, nan, 0.0014741838055515606, 0.3475042371473198, nan, 0.0, 0.0018720099840532484, nan, 0.9987209550202516, nan, nan, 0.9454545454545454, nan, nan, 0.3737957610789981, nan, nan, 0.0, nan, 0.040838572297708375, nan, 0.33401103688643624, nan, nan, nan, nan, nan, 0.020353508302088912, nan, nan, nan, nan, nan, nan, 0.9980685245620879, nan, nan, nan, 0.9553947368421053, nan, 0.8398522746348833, nan, nan, nan, 0.0, 0.2876378480472796, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7429963459196103, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.015436182411572727, nan, nan, nan, 0.0, nan, nan, nan, 0.15930255597384585, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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: 50

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Per Category Iou	Per Category Accuracy
0.5264	1.0	20	0.5047	0.3682	0.5065	0.8426	[0.8565739071653898, 0.6058302019727572, 0.8046102810218482, 0.6527634958184112, 0.8374741225546262, 0.9325371345404735, 0.9200105596620908, 0.8611270377212914, 0.9252784097712848, 0.8497935596476947, 0.18255625144977963, 0.0, 0.0, 0.05921306607275427, 0.5735577447380857, 0.32586774227788984, 0.9213701854066042, 0.6803915319063276, nan, 0.5313837028393621, nan, nan, 0.8109935725763256, 0.0, 0.10490891296509332, 0.7135816885138868, nan, 0.0, 0.29652660421007726, nan, 0.6798810703666998, nan, nan, 0.05508377323846683, 0.0, nan, 0.2896890343698854, nan, nan, 0.0, nan, 0.5532536520584329, nan, 0.3409090909090909, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9213011266494235, nan, nan, nan, 0.7026341463414634, nan, 0.39556036450320375, nan, 0.0, nan, 0.0, 0.23496185873173003, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6337741607324516, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5328362944162437, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.022451612903225806, nan, nan, nan, 0.0, nan, nan, nan, 0.7066388040507957, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8954866141361318, 0.7676884160404732, 0.8127373227589522, 0.9178609077181686, 0.900551266217677, 0.9585093277015135, 0.926492090921175, 0.9681588476383749, 0.9252784097712848, 0.9447624172455402, 0.40050890585241733, nan, nan, 0.08677110530896431, 0.9948924900687307, 0.44978389861548607, 0.9858995652056496, 0.8432942105974447, nan, 0.5458609064802098, nan, nan, 0.845112677039001, nan, 0.21968934272975693, 0.9443438237346715, nan, 0.0, 0.3132670040906885, nan, 0.9609891281176721, nan, nan, 0.06713286713286713, nan, nan, 0.34104046242774566, nan, nan, 0.0, nan, 0.580840600283918, nan, 0.3409090909090909, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9997906775387484, nan, nan, nan, 0.9476315789473684, nan, 0.9819120362598623, nan, nan, nan, 0.0, 0.2458417108389691, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.758830694275274, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5328362944162437, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.023021963482402753, nan, nan, nan, 0.0, nan, nan, nan, 0.871012482662968, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.4616	2.0	40	0.5074	0.3776	0.5336	0.8470	[0.8610993283349392, 0.628927536231884, 0.8794637424016295, 0.7075239062273351, 0.8193332727500473, 0.934080322836843, 0.926492090921175, 0.8280969205417026, 0.9149802418871992, 0.8676857119051046, 0.2088445807770961, 0.0, 0.0, 0.00012180638874508969, 0.6348064959198514, 0.39189836333417843, 0.9502164213446802, 0.6948582224720504, nan, 0.22333935282346626, nan, nan, 0.8152351159772372, 0.0, 0.07089538717976591, 0.711711203818544, nan, 0.0, 0.44540144047263436, nan, 0.5617035301010693, nan, 0.0, 0.6105141980046047, 0.0, nan, 0.38109860116001365, nan, nan, 0.0, nan, 0.6690308988764045, nan, 0.5728289282602381, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.903455153500288, nan, nan, nan, 0.6314034037458308, nan, 0.39643018369969096, nan, 0.0, nan, 0.0, 0.37806918137175544, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6388059701492538, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.30076142131979694, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.11746498491062447, nan, nan, nan, 0.0, nan, nan, nan, 0.7114791362234129, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9026035593559709, 0.8071572055650621, 0.9427747450818827, 0.9032878429584889, 0.8565398352106853, 0.9573213657162971, 0.926492090921175, 0.971803748358601, 0.9149802418871992, 0.9339513420082836, 0.4157760814249364, nan, nan, 0.00017406440382941688, 0.9908569266662463, 0.5095597392132445, 0.9619116098193308, 0.9252544363935006, nan, 0.2285428892495942, nan, nan, 0.8545663852647736, nan, 0.14069466417373797, 0.9439616496626898, nan, 0.0, 0.46521181446301046, nan, 0.9342509973505497, nan, nan, 0.8900699300699301, nan, nan, 0.4304431599229287, nan, nan, 0.0, nan, 0.7245234232407219, nan, 0.5728289282602381, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9998858241120446, nan, nan, nan, 0.9714473684210526, nan, 0.958200436461306, nan, nan, nan, 0.0, 0.4268567598854566, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.781973203410475, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.30076142131979694, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.1338978565758137, nan, nan, nan, 0.0, nan, nan, nan, 0.8682385575589459, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.4723	3.0	60	0.5240	0.3447	0.5248	0.8347	[0.8317879374467388, 0.6561169367651731, 0.8736286371616354, 0.6743377207597467, 0.7999474992210749, 0.9280968050100838, 0.9237006513359032, 0.8669088060392408, 0.9531641043975688, 0.8466990370189714, 0.18634015687775016, 0.0, 0.0, 0.036465367547752266, 0.6138525101340817, 0.3679081489778773, 0.9437882458142313, 0.651796696538394, nan, 0.2152591170825336, nan, nan, 0.7207213224244449, 0.0, 0.07335497375845645, 0.6980257943213168, nan, 0.0, 0.368204092444209, nan, 0.5304595043586977, nan, 0.0, 0.5693491718253304, 0.0, nan, 0.3264448336252189, nan, nan, 0.0, nan, 0.6381575826573692, nan, 0.41170490851002034, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9138973203802433, nan, nan, nan, 0.5751076260762608, nan, 0.4037211110325818, nan, 0.0, nan, 0.018691588785046728, 0.3836802754020763, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6069699903194579, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.23651649746192893, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.13813178089441652, nan, nan, nan, 0.0, nan, nan, nan, 0.6673376950176145, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan]	[0.867972863149712, 0.7680976117848375, 0.9464895114498575, 0.9225049146699336, 0.8372185576698411, 0.9617652235128475, 0.9237006513359032, 0.9687398034300266, 0.9577296132199736, 0.9340736392394743, 0.4956743002544529, nan, nan, 0.049347258485639686, 0.9930638754019799, 0.48121016775327813, 0.9548563288233547, 0.9254831432640629, nan, 0.22404794606068174, nan, nan, 0.7528779739063699, nan, 0.1738817776499353, 0.9438287195506962, nan, 0.0, 0.38551272273452125, nan, 0.9432347656606876, nan, nan, 0.9518881118881118, nan, nan, 0.35915221579961465, nan, nan, 0.0, nan, 0.6820624619752585, nan, 0.41170490851002034, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9997906775387484, nan, nan, nan, 0.9843421052631579, nan, 0.9589138828269264, nan, nan, nan, 0.019801980198019802, 0.4345945287272284, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7637028014616322, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.23651649746192893, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.13813178089441652, nan, nan, nan, 0.0, nan, nan, nan, 0.7881910045571626, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.3251	4.0	80	0.5120	0.3559	0.5235	0.8368	[0.8401795741478856, 0.6016992860826841, 0.8888679979253112, 0.6580747844104884, 0.8204388118733854, 0.9246785444154971, 0.9250299082812707, 0.8036625048285615, 0.9039635971739911, 0.8490021393195205, 0.12653269754768393, 0.0, 0.0, 0.3545617282077733, 0.6103429419576596, 0.2835154642163541, 0.9533147773279352, 0.6778089759045337, nan, 0.10561400106656324, nan, nan, 0.8208471211118464, 0.0, 0.07048420117905331, 0.7432988945885413, nan, 0.0, 0.31081528578051526, nan, 0.5386598818346368, nan, 0.0, 0.5806755991696546, 0.0, nan, 0.3804092586380409, nan, nan, 0.0, nan, 0.29632385771692216, nan, 0.5731919837351147, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9300787819775161, nan, nan, nan, 0.6081324807345466, nan, 0.42961785247856454, nan, 0.0, nan, 0.14728682170542637, 0.35242707637497217, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6181998021760633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.09819162436548223, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.06333245126576696, nan, nan, nan, 0.0, nan, nan, nan, 0.6846528828374516, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8745450690788311, 0.8245666245071052, 0.941387715865005, 0.9365224080458133, 0.8553741395291514, 0.9682110172474481, 0.9250299082812707, 0.9768731845131511, 0.9039635971739911, 0.9448031829892705, 0.378117048346056, nan, nan, 0.5085291557876415, 0.9853080269878303, 0.3582521427001685, 0.9665734964487294, 0.923507947563752, nan, 0.10880259707828693, nan, nan, 0.8653457057140864, nan, 0.20548684021285776, 0.9402146821308697, nan, 0.0, 0.3253830687096998, nan, 0.9606541401467856, nan, nan, 0.8606993006993007, nan, nan, 0.4369942196531792, nan, nan, 0.0, nan, 0.3028290407625228, nan, 0.5731919837351147, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9997145602801115, nan, nan, nan, 0.9760526315789474, nan, 0.9525768004028874, nan, nan, nan, 0.18811881188118812, 0.38573082312800827, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.761266747868453, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.09819162436548223, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.06333245126576696, nan, nan, nan, 0.0, nan, nan, nan, 0.8070140677630275, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.3222	5.0	100	0.5179	0.3578	0.5108	0.8358	[0.8572340336193263, 0.6093136851348756, 0.905848778087584, 0.6520875444343766, 0.8106645736500656, 0.9238028587182423, 0.9260933138375648, 0.8389827603934606, 0.892707460184409, 0.820210028225137, 0.11164725457570715, 0.0, 0.0, 0.1613608952963285, 0.6185902524210192, 0.29350311997063555, 0.9603155384089725, 0.6558235991861808, nan, 0.09146612640213471, nan, nan, 0.8129767178496486, 0.0, 0.06567240177949295, 0.740152723882312, nan, 0.0, 0.2646927659032268, nan, 0.5020897545546967, nan, 0.0, 0.5867009551800147, nan, nan, 0.29547410084322834, nan, nan, 0.0, nan, 0.35968233674272226, nan, 0.5981702004066222, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9471571846026191, nan, nan, nan, 0.672455200443377, nan, 0.4290154269245983, nan, 0.0, nan, 0.1322314049586777, 0.3069078757849859, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6272321428571429, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.17338197969543148, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01967010673017553, nan, nan, nan, 0.0, nan, nan, nan, 0.6590130226182317, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.901717253807286, 0.825980209805818, 0.9480825351048855, 0.9329111940511126, 0.8486264561567476, 0.9583113340373108, 0.9260933138375648, 0.9740559468385659, 0.892707460184409, 0.966661774777419, 0.3414758269720102, nan, nan, 0.25034812880765883, 0.9827857998612775, 0.3807413376309428, 0.9772408112560426, 0.8679113864834239, nan, 0.09244599825196653, nan, nan, 0.851461661899114, nan, 0.1762188983172731, 0.936542487787046, nan, 0.0, 0.2880642030090827, nan, 0.9475287023784146, nan, nan, 0.8934265734265734, nan, nan, 0.3308285163776493, nan, nan, 0.0, nan, 0.37084262827012776, nan, 0.5981702004066222, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9992007687843122, nan, nan, nan, 0.9578947368421052, nan, 0.9558502601980863, nan, nan, nan, 0.15841584158415842, 0.324559800158411, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6845310596833131, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.17338197969543148, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01967010673017553, nan, nan, nan, 0.0, nan, nan, nan, 0.762036853576382, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.4357	6.0	120	0.5391	0.3443	0.5010	0.8332	[0.8343630136606107, 0.6167049336394691, 0.9003467798079575, 0.6151094988704522, 0.8180190118698826, 0.9243846364767669, 0.9258274624484913, 0.870217431545373, 0.8377439827565561, 0.804029215938215, 0.0800105392587388, 0.0, 0.0, 0.015416090364223145, 0.5562040181097906, 0.262324138695026, 0.9582630044499003, 0.6850246031009192, nan, 0.3397530277843743, nan, nan, 0.8064742667959737, 0.0, 0.007152038495764807, 0.6687108307537465, nan, 0.0, 0.14430855770446213, nan, 0.6558960893182866, nan, 0.0, 0.4813302217036173, nan, nan, 0.2603694667131405, nan, nan, 0.0, nan, 0.592682289811715, nan, 0.374891083357537, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9365266256355366, nan, nan, nan, 0.6491788726142921, nan, 0.44344222800424016, nan, 0.0, nan, 0.09375, 0.1672387834989461, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6324022346368715, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.30472715736040606, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.032636499955896625, nan, nan, nan, 0.0, nan, nan, nan, 0.6430388333050704, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8852042919567036, 0.8193214790566178, 0.9412915851272016, 0.9444784751702328, 0.8796098257361984, 0.9641411474832805, 0.9258274624484913, 0.9727348692849469, 0.8377439827565561, 0.9540488536672863, 0.46361323155216283, nan, nan, 0.02328111401218451, 0.9915505391260483, 0.34693429052816643, 0.9697466850306516, 0.7670412607986028, nan, 0.3572730677987264, nan, nan, 0.8412753784971744, nan, 0.015604774917301884, 0.9494367086504271, nan, 0.0, 0.15830617763294738, nan, 0.9964978530316412, nan, nan, 0.6923076923076923, nan, nan, 0.2878612716763006, nan, nan, 0.0, nan, 0.6327823970796999, nan, 0.374891083357537, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.998981931665731, nan, nan, nan, 0.9622368421052632, nan, 0.9655867047171395, nan, nan, nan, 0.1782178217821782, 0.1691951501858283, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6894031668696712, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.30472715736040606, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.032636499955896625, nan, nan, nan, 0.0, nan, nan, nan, 0.7513374281751536, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.3915	7.0	140	0.5129	0.3601	0.5195	0.8382	[0.8412398959333306, 0.6100935639353559, 0.875243739003957, 0.6599274419739035, 0.8206110958463925, 0.9090717477447096, 0.9235677256413665, 0.7886780543103004, 0.8856424380313734, 0.823875383189563, 0.05519817389499896, 0.0, 0.0, 0.20319429706418524, 0.6232168616765508, 0.3540250447227191, 0.9482556303498711, 0.6037583111248556, nan, 0.2914712357614626, nan, nan, 0.8083094182102791, 0.0, 0.01898651087991073, 0.7526815195389468, nan, 0.0, 0.1351388625510714, nan, 0.6181316065136654, nan, 0.0, 0.5463008329250367, nan, nan, 0.3016643550624133, nan, nan, 0.0, nan, 0.6543763803324422, nan, 0.7481847226256172, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9374709852515802, nan, nan, nan, 0.6257349235679489, nan, 0.48057572283785505, nan, 0.0, nan, 0.12056737588652482, 0.18551468832099355, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6339381003201707, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04758883248730964, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.6135806790339517, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8902188379680341, 0.8004612752027379, 0.9462079857177189, 0.9250904584176187, 0.9048725565965794, 0.9488296374516015, 0.9235677256413665, 0.9744697783613864, 0.8856424380313734, 0.9422186348367739, 0.5414758269720101, nan, nan, 0.3249782419495213, 0.9807049624818714, 0.5073987253681049, 0.9629580869048584, 0.690060607320699, nan, 0.30415782244974404, nan, nan, 0.8646480150701179, nan, 0.04160074787861355, 0.929895982187365, nan, 0.0, 0.13587672467586495, nan, 0.9883667813746688, nan, nan, 0.9356643356643357, nan, nan, 0.3352601156069364, nan, nan, 0.0, nan, 0.7135469478807545, nan, 0.7481847226256172, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9991151368683456, nan, nan, nan, 0.9802631578947368, nan, 0.9500587544065805, nan, nan, nan, 0.16831683168316833, 0.18930116371169195, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7235079171741778, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04758883248730964, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.6946701010501288, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.199	8.0	160	0.5221	0.3598	0.5212	0.8348	[0.8462246287838318, 0.4636142934531811, 0.9007783882783883, 0.6332262470423022, 0.8148481044193578, 0.9096816526966387, 0.9258274624484913, 0.8078416610532155, 0.8627709256376482, 0.762044001564614, 0.09046881053855095, 0.0, 0.0, 0.0039012460696401536, 0.6089450494637958, 0.3058392805030112, 0.9601804798219054, 0.6751848109344254, nan, 0.06524854234608163, nan, nan, 0.672715811824033, 0.0, 0.07957246914284627, 0.7461152283050442, nan, 0.0, 0.24947561828262954, nan, 0.5798371724297651, nan, 0.0, 0.5371382636655948, nan, nan, 0.27601425903921234, nan, nan, 0.0, nan, 0.6119597919630572, nan, 0.7864866826329923, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9483796986031728, nan, nan, nan, 0.7229239184485331, nan, 0.4368148049628546, nan, nan, nan, 0.2147239263803681, 0.263728616990432, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6329113924050633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.21288071065989847, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.18558701596542296, nan, nan, nan, 0.0, nan, nan, nan, 0.6361261104337224, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8908990259472575, 0.8595714604568112, 0.9455900024032684, 0.9378329866947777, 0.8566065931131521, 0.9454637451601549, 0.9258274624484913, 0.9734988659424615, 0.8627709256376482, 0.9689201969800737, 0.4753180661577608, nan, nan, 0.005831157528285466, 0.9237656850999433, 0.42224012892828366, 0.9784290691079964, 0.7918767477883006, nan, 0.06595080534398802, nan, nan, 0.7073536593874277, nan, 0.15043865957140803, 0.9334684789471935, nan, 0.0, 0.2659467517160092, nan, 0.9911989524012547, nan, nan, 0.9345454545454546, nan, nan, 0.3132947976878613, nan, nan, 0.0, nan, 0.6651541269519368, nan, 0.7868864362474586, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9993625179589157, nan, nan, nan, 0.9564473684210526, nan, 0.9648312909182475, nan, nan, nan, 0.3465346534653465, 0.27709742277462984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.730816077953715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.21288071065989847, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.18558701596542296, nan, nan, nan, 0.0, nan, nan, nan, 0.7235981771349317, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1818	9.0	180	0.5548	0.3399	0.4986	0.8217	[0.8452348152786474, 0.5170612577165729, 0.8899535742650335, 0.5993177489334172, 0.8094795272428236, 0.9178919509326163, 0.9263591652266383, 0.8479427921429364, 0.8900730451442941, 0.75915237572306, 0.08915689810640216, 0.0, 0.0, 0.0, 0.6334493575695072, 0.2909608422914306, 0.9548275211565002, 0.6044682336513847, nan, 0.18921453129132307, nan, nan, 0.6743857762242463, 0.0, 0.025059730668983492, 0.7234166928971999, nan, 0.0, 0.07022775261520607, nan, 0.6138721076028725, nan, 0.0, 0.5169851380042463, nan, nan, 0.29788650357796637, nan, nan, 0.0, nan, 0.27390969791744235, nan, 0.6755736276503049, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9448133153396311, nan, nan, nan, 0.7205257436505583, nan, 0.4244907644009637, nan, 0.0, nan, 0.1386861313868613, 0.21207100591715977, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6286307053941909, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07503172588832488, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.3012260739172621, nan, nan, nan, 0.0, nan, nan, nan, 0.6136363636363636, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8942970213066677, 0.8506063536939216, 0.9463933807120541, 0.9435382774438018, 0.8694318132216593, 0.9613472368884196, 0.9263591652266383, 0.9729258684493255, 0.8900730451442941, 0.9694338453510746, 0.4025445292620865, nan, nan, 0.0, 0.9295037518128507, 0.3856494029741411, 0.9739123389775581, 0.6750491199983367, nan, 0.19652890498189537, nan, nan, 0.6999581385613619, nan, 0.06637422695239464, 0.9356202851350902, nan, 0.0, 0.07552173611592596, nan, 0.9840423912050431, nan, nan, 0.9535664335664336, nan, nan, 0.3448940269749518, nan, nan, 0.0, nan, 0.27973534779963494, nan, 0.6755736276503049, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9991912541269826, nan, nan, nan, 0.9593421052631579, nan, 0.976036595601813, nan, nan, nan, 0.18811881188118812, 0.21836349235362212, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7381242387332522, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.07503172588832488, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.3012260739172621, nan, nan, nan, 0.0, nan, nan, nan, 0.6794135129780068, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.31	10.0	200	0.5822	0.3265	0.4955	0.8181	[0.8448000575573014, 0.5066218349001578, 0.808317529910515, 0.6317673915655413, 0.8027159140227049, 0.9171613655772876, 0.9256945367539545, 0.84163753614131, 0.8634894024667704, 0.7756502102990406, 0.07891541885876163, 0.0, 0.0, 0.016760459995106437, 0.6263551558954534, 0.3340430119118202, 0.9035734014868652, 0.4964830445727825, nan, 0.19650739752607324, nan, nan, 0.8029216735669326, 0.0, 0.011604868383809794, 0.7752814593130968, nan, 0.0, 0.1255634555509085, nan, 0.6475840857227899, nan, nan, 0.5912782485875706, 0.0, nan, 0.2728339198927434, nan, nan, 0.0, nan, 0.3495608777552169, nan, 0.6892245135056637, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.9434711159403371, nan, nan, nan, 0.702960748384608, nan, 0.4506768290262395, nan, 0.0, nan, 0.09722222222222222, 0.20503234229422587, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6389776357827476, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.012690355329949238, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.16115374437681926, nan, nan, nan, 0.0, nan, nan, nan, 0.5620266858997476, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8989464447663804, 0.8239342310839968, 0.9570432931644179, 0.9363158494544004, 0.9023126477981447, 0.9686730024639212, 0.9256945367539545, 0.9752894831085114, 0.8634894024667704, 0.9577748426442292, 0.4961832061068702, nan, nan, 0.02980852915578764, 0.9399079387098809, 0.4539960442458428, 0.9165856490858516, 0.5576705165656545, nan, 0.20232238731427143, nan, nan, 0.8321356310611875, nan, 0.03243204372213433, 0.9039496859526104, nan, 0.0, 0.14050474935866325, nan, 0.9938484027164479, nan, nan, 0.9367832167832167, nan, nan, 0.3136801541425819, nan, nan, 0.0, nan, 0.3622236868789292, nan, 0.6892245135056637, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9996479576788042, nan, nan, nan, 0.959078947368421, nan, 0.9529125398690617, nan, nan, nan, 0.13861386138613863, 0.21050386888442088, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.730816077953715, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.012690355329949238, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.16115374437681926, nan, nan, nan, 0.0, nan, nan, nan, 0.6175946106597979, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2221	11.0	220	0.6100	0.3505	0.4835	0.8084	[0.8333925902881555, 0.5913954831788298, 0.833787765110619, 0.6298187745339159, 0.7760790909707158, 0.8968841522941751, 0.9247640568921973, 0.8145281215146848, 0.8833672614058197, 0.7460471200895609, 0.0494524215137503, 0.0, 0.0, 0.0, 0.6286391887471378, 0.30023529411764704, 0.9195341750544274, 0.2301677948946523, nan, 0.06826200705662099, nan, nan, 0.7678137518880935, 0.0, 0.021994891192218893, 0.8265818697862307, nan, 0.0, 0.08470691504925387, nan, 0.5717285916799384, nan, 0.0, 0.6229166666666667, nan, nan, 0.28169248708978845, nan, nan, 0.0, nan, 0.36864788526625925, nan, 0.8218382459706693, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9488138134070241, nan, nan, nan, 0.7232691726292452, nan, 0.4877867913080605, nan, nan, nan, 0.0, 0.2140774677217826, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6388595564941922, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.009200507614213198, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.31992590632442447, nan, nan, nan, 0.0, nan, nan, nan, 0.38998682476943347, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8834581816896929, 0.7997544825533814, 0.9385930579874343, 0.9302473004928915, 0.9406676303768997, 0.9701249560014079, 0.9247640568921973, 0.9764354780947834, 0.8833672614058197, 0.9671265042559436, 0.5170483460559796, nan, nan, 0.0, 0.9694179960905479, 0.3972602739726027, 0.9310472872613357, 0.25767987275581383, nan, 0.07102010238481708, nan, nan, 0.8157050163957301, nan, 0.0643966633108011, 0.9146007111760992, nan, 0.0, 0.09032448173056923, nan, 0.9948533666291074, nan, nan, 0.92, nan, nan, 0.3258188824662813, nan, nan, 0.0, nan, 0.38379639018454675, nan, 0.8219575951205345, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9996574723361338, nan, nan, nan, 0.9443421052631579, nan, 0.9109870740305523, nan, nan, nan, 0.0, 0.21921647474562847, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7369062119366626, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.009200507614213198, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.31992590632442447, nan, nan, nan, 0.0, nan, nan, nan, 0.4105409153952843, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1013	12.0	240	0.5524	0.3477	0.4919	0.8266	[0.8426035239346892, 0.48276675603217156, 0.8978638705313005, 0.6135877595917346, 0.8256614984681088, 0.8970876562372355, 0.9259603881430281, 0.8229191829723274, 0.8573823494192312, 0.8006795402549297, 0.11622832203973814, 0.0, 0.0, 0.10425962499695218, 0.6124568830354343, 0.24522575657800555, 0.9567602656502272, 0.5802826841997734, nan, 0.2396363112945015, nan, nan, 0.7849426844174292, 0.0, 0.04659895352416128, 0.7918572299018493, nan, 0.0, 0.08994213883560255, nan, 0.6176015984317273, nan, nan, 0.5773757245740383, nan, nan, 0.29793899422918385, nan, nan, 0.0, nan, 0.21064586213707287, nan, 0.767208829509149, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9476275496402099, nan, nan, nan, 0.720763723150358, nan, 0.4217392904460474, nan, nan, nan, 0.0, 0.2665970287836583, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6192052980132451, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.018083756345177664, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.04233924318602805, nan, nan, nan, 0.0, nan, nan, nan, 0.38836418587079713, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.8910639200028267, 0.8373260918086451, 0.9478078758540186, 0.9257528704521496, 0.9133713511029176, 0.9663190777895108, 0.9259603881430281, 0.9759898133778998, 0.8573823494192312, 0.9587369141962626, 0.5150127226463105, nan, nan, 0.18607484769364666, 0.9852449713096665, 0.31371328107830926, 0.9702057846552702, 0.6495898869980145, nan, 0.2494443750780372, nan, nan, 0.8288913695667341, nan, 0.13609233424421113, 0.8961649662689841, nan, 0.0, 0.09996186646328781, nan, 0.9978073514632884, nan, nan, 0.9194405594405595, nan, nan, 0.34816955684007705, nan, nan, 0.0, nan, 0.216284729263841, nan, 0.767208829509149, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9998953387693742, nan, nan, nan, 0.9536842105263158, nan, 0.961851603155951, nan, nan, nan, 0.0, 0.27990007920550786, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6833130328867235, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.018083756345177664, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.04233924318602805, nan, nan, nan, 0.0, nan, nan, nan, 0.40737071527640184, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1778	13.0	260	0.5660	0.3288	0.4851	0.8225	[0.8395611826408207, 0.42162110677207354, 0.8578738939422066, 0.6071948258213182, 0.8352124245801468, 0.8762884542536435, 0.9244982055031238, 0.871796335000107, 0.8377439827565561, 0.7935625279051832, 0.10996423096576392, 0.0, 0.0, 0.02956996739221315, 0.6472292030497934, 0.2654549412276883, 0.9300704434500272, 0.6484841241384806, nan, 0.22885536225606967, nan, nan, 0.7506591462804125, 0.0, 0.010652114024846187, 0.7319035053524844, nan, 0.0, 0.06213161572583095, nan, 0.6130845323741008, nan, 0.0, 0.6147241505297771, nan, nan, 0.29538615847542626, nan, nan, 0.0, nan, 0.289906103286385, nan, 0.8041648527064287, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9471548381278745, nan, nan, nan, 0.7015437392795884, nan, 0.43854023515040463, nan, nan, nan, 0.0, 0.26154114162940595, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.625, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.019581899973537972, nan, nan, nan, 0.0, nan, nan, nan, 0.19417100945763366, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan]	[0.8993469017584773, 0.8233390372740124, 0.9519758299859237, 0.9421778398244964, 0.8928330256478726, 0.966913058782119, 0.9244982055031238, 0.9726473280012733, 0.8377439827565561, 0.9564132668036396, 0.5475826972010178, nan, nan, 0.046170583115752825, 0.9581310296992244, 0.3573364588674822, 0.9408740446676929, 0.8460906718784111, nan, 0.2375078037208141, nan, nan, 0.7846228982069351, nan, 0.029196030490435784, 0.8111478515170649, nan, 0.0, 0.07089371143312764, nan, 0.9965587599354386, nan, nan, 0.9412587412587412, nan, nan, 0.34046242774566476, nan, nan, 0.0, nan, 0.30054755627661733, nan, 0.8047487656113854, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9993244593295972, nan, nan, nan, 0.9686842105263158, nan, 0.9642437468524425, nan, nan, nan, 0.0, 0.27441662097118136, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7064555420219245, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.019581899973537972, nan, nan, nan, 0.0, nan, nan, nan, 0.19932633247473747, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.3157	14.0	280	0.5766	0.3421	0.4767	0.8262	[0.8359307954670481, 0.6327397098714471, 0.8736079294874642, 0.6111556324560604, 0.8317220551059554, 0.8902468734773429, 0.9247640568921973, 0.8489379755463131, 0.8575020955574183, 0.7684843640461512, 0.10218369728288049, 0.0, 0.0, 0.004031062896437252, 0.6197065820777161, 0.28277858918184845, 0.9428437300234391, 0.6245893586319118, nan, 0.09418933832349695, nan, nan, 0.8005799613359109, 0.0, 0.0189777457984273, 0.8135403317344659, nan, 0.0, 0.1317902763392924, nan, 0.6279074223090777, nan, 0.0, 0.6345451048278515, nan, nan, 0.20792755851699982, nan, nan, 0.0, nan, 0.16710117939168218, nan, 0.6422451350566366, nan, nan, nan, nan, nan, 0.006605963220853419, nan, nan, nan, nan, nan, nan, 0.9399524056612214, nan, nan, nan, 0.7240103958416634, nan, 0.4449728128471478, nan, nan, nan, 0.0, 0.19884044252499555, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6187845303867403, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.06280321072594161, nan, nan, nan, 0.0, nan, nan, nan, 0.34730424842827207, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.8948770950378667, 0.7983036976415445, 0.9453153431524015, 0.9560243881592068, 0.8895439151455707, 0.9646691305878212, 0.9247640568921973, 0.9714058334328121, 0.8575020955574183, 0.956307275869941, 0.31195928753180663, nan, nan, 0.005918189730200174, 0.9854971940223217, 0.40421947110101825, 0.9559568176294256, 0.8459451311425987, nan, 0.09803970533150207, nan, nan, 0.8378915788739273, nan, 0.053106572702430604, 0.9229753082316972, nan, 0.0, 0.15218747833321777, nan, 0.9980509790784785, nan, nan, 0.9227972027972028, nan, nan, 0.2344894026974952, nan, nan, 0.0, nan, 0.17060433989048873, nan, 0.6422451350566366, nan, nan, nan, nan, nan, 0.006605963220853419, nan, nan, nan, nan, nan, nan, 0.9996669869934635, nan, nan, nan, 0.9530263157894737, nan, 0.958200436461306, nan, nan, nan, 0.0, 0.2047767013952355, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.682095006090134, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.06280321072594161, nan, nan, nan, 0.0, nan, nan, nan, 0.36120467604517537, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2056	15.0	300	0.6228	0.3063	0.4590	0.7918	[0.8382918309735388, 0.2284631075762883, 0.8630714699524696, 0.6116056541553967, 0.788841634795936, 0.8838658920358267, 0.9223713943905357, 0.8331345216591118, 0.851155550233505, 0.7431568687480865, 0.11147976111479761, 0.0, 0.0, 0.0, 0.6178640470272616, 0.29048189164920685, 0.9373838003531803, 0.5245747630358902, nan, 0.10713851983192052, nan, nan, 0.8036237676525446, 0.0, 0.00910126582278481, 0.4627982695467358, nan, 0.0, 0.08384864997244841, nan, 0.6018391057761137, nan, 0.0, 0.631796801505174, 0.0, nan, 0.23451932945603832, nan, nan, 0.0, nan, 0.17171341418049252, nan, 0.39224513505663666, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9461513525195404, nan, nan, nan, 0.7225271983231859, nan, 0.44351586698614925, nan, nan, nan, 0.0, 0.2649740334679746, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6277292576419214, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0020621827411167514, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0016759283761136102, nan, nan, nan, 0.0, nan, nan, nan, 0.2923753105293331, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8988757758854222, 0.8249386206383453, 0.9513372472276582, 0.9405752300635346, 0.8510631195967823, 0.9638991552270327, 0.9223713943905357, 0.9727030360908838, 0.851155550233505, 0.9697599713009164, 0.3419847328244275, nan, nan, 0.0, 0.987514975723564, 0.4265621566185627, 0.9497184639066677, 0.7139916625949914, nan, 0.11015108003496067, nan, nan, 0.8416939928835554, nan, 0.025852150151013952, 0.5101608454355123, nan, 0.0, 0.09495250641336754, nan, 0.9985686877607577, nan, nan, 0.9393006993006993, nan, nan, 0.26416184971098267, nan, nan, 0.0, nan, 0.17552220644899616, nan, 0.39224513505663666, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9997240749374411, nan, nan, nan, 0.9525, nan, 0.9554725532986402, nan, nan, nan, 0.0, 0.2797782245780783, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7003654080389768, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0020621827411167514, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0016759283761136102, nan, nan, nan, 0.0, nan, nan, nan, 0.3031503863681395, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
1.2129	16.0	320	0.6300	0.3082	0.4669	0.8004	[0.8483058903226511, 0.2923272468838837, 0.8500015248086366, 0.6009523029160863, 0.8063046980848805, 0.8832249098708989, 0.9259603881430281, 0.8249797406807131, 0.8548676805173033, 0.7363735352710444, 0.08765748451847107, 0.0, 0.0, 0.0, 0.6175142435112893, 0.2765313108969295, 0.9285459235602898, 0.4790784724388396, nan, 0.050828647528854694, nan, nan, 0.7457067591450198, 0.0, 0.004283940679700397, 0.5565793993339208, nan, 0.0, 0.015615890074218812, nan, 0.5708964316797215, nan, 0.0, 0.6005675771550195, 0.0, nan, 0.31679517264498824, nan, nan, 0.0, nan, 0.274969234555747, nan, 0.718475499092559, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9513973158495281, nan, nan, nan, 0.7080643607283938, nan, 0.4685904037325823, nan, nan, nan, 0.0, 0.3168852916550377, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.640625, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.05213019317279704, nan, nan, nan, 0.0, nan, nan, nan, 0.2550335570469799, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.914449430526601, 0.7956625251097389, 0.9569265629827994, 0.940311689791732, 0.9045952545401793, 0.9647351284758888, 0.9259603881430281, 0.9722096215829056, 0.8548676805173033, 0.9704122232006, 0.4178117048346056, nan, nan, 0.0, 0.9226306828929945, 0.38462383708153247, 0.9392942018417997, 0.5588244466853097, nan, 0.05146709951304782, nan, nan, 0.7801227935533385, nan, 0.011290090608370487, 0.6192549267222758, nan, 0.0, 0.01717742494626638, nan, 0.9988123153759478, nan, nan, 0.9471328671328672, nan, nan, 0.36416184971098264, nan, nan, 0.0, nan, 0.28320827418373556, nan, 0.7186320069706651, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9996003843921561, nan, nan, nan, 0.9669736842105263, nan, 0.9357058922276313, nan, nan, nan, 0.0, 0.3458843599585694, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6991473812423873, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.05213019317279704, nan, nan, nan, 0.0, nan, nan, nan, 0.2635228848821082, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0708	17.0	340	0.6535	0.3094	0.4599	0.7737	[0.8570133295001575, 0.1935383493807733, 0.7851576317020572, 0.6144368167742417, 0.7611817472866947, 0.8894468275427433, 0.9237006513359032, 0.8522315664584569, 0.8964195904682074, 0.7380374339226982, 0.052568371636006334, 0.0, 0.0, 0.0, 0.6097436701418829, 0.2922125096669869, 0.8846632065628636, 0.26145760462071066, nan, 0.12361750024469022, nan, nan, 0.8135017160374529, 0.0, 0.025912095675430187, 0.353320195224092, nan, 0.0, 0.03189032236776982, nan, 0.5924065272783129, nan, nan, 0.6427221172022685, 0.0, nan, 0.3022700119474313, nan, nan, 0.0, nan, 0.1897217546291712, nan, 0.5468341562590764, nan, nan, nan, nan, nan, 0.0189251919300125, nan, nan, nan, nan, nan, nan, 0.9501909122165723, nan, nan, nan, 0.7239312824610468, nan, 0.5236440978376462, nan, nan, nan, 0.0, 0.2793258044378866, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6401673640167364, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.004124365482233503, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01869983240716239, nan, nan, nan, 0.0, nan, nan, nan, 0.316131498470948, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan]	[0.9128888260721059, 0.8097983780968678, 0.9449926185326329, 0.9384170489187726, 0.9072296240759807, 0.962491200281591, 0.9237006513359032, 0.971803748358601, 0.8964195904682074, 0.9641506049636369, 0.4900763358778626, nan, nan, 0.0, 0.9809571851945268, 0.4567064683905941, 0.8958890329201437, 0.3030573950287443, nan, 0.1261580721688101, nan, nan, 0.8516709690923044, nan, 0.07385301308787574, 0.38131833438569673, nan, 0.0, 0.03350551202939749, nan, 0.9983250601455675, nan, nan, 0.951048951048951, nan, nan, 0.34123314065510596, nan, nan, 0.0, nan, 0.19428107888866356, nan, 0.5468341562590764, nan, nan, nan, nan, nan, 0.0189251919300125, nan, nan, nan, nan, nan, nan, 0.9992007687843122, nan, nan, nan, 0.9536842105263158, nan, 0.9299143864361256, nan, nan, nan, 0.0, 0.299884238103942, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7454323995127893, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.004124365482233503, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01869983240716239, nan, nan, nan, 0.0, nan, nan, nan, 0.3277194372894789, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2579	18.0	360	0.6523	0.3002	0.4625	0.7841	[0.8460942037720961, 0.2297178736403708, 0.8421030158110482, 0.615913832966785, 0.7655318479640271, 0.8871362191244803, 0.9240994284195135, 0.8079252351294287, 0.8668422943360077, 0.8259633318084245, 0.08032528420877935, 0.0, 0.0, 0.24042890040299367, 0.6140205698073058, 0.2681587508132726, 0.9226749424366804, 0.28279395804792995, nan, 0.029058561897702003, nan, nan, 0.7980956212700329, 0.0, 0.0007153416948829225, 0.469811826926762, nan, 0.0, 0.06254154138313024, nan, 0.5582341446082786, nan, 0.0, 0.5960323033707865, nan, nan, 0.3225130890052356, nan, nan, 0.0, nan, 0.07913311462372005, nan, 0.46122567528318326, nan, nan, nan, nan, nan, 0.00017853954650955185, nan, nan, 0.0, nan, nan, nan, 0.9486139954853273, nan, nan, nan, 0.7263189448441247, nan, 0.47112155117347676, nan, nan, nan, 0.0, 0.234529775084489, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6464864864864864, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.045426479668342595, nan, nan, nan, 0.0, nan, nan, nan, 0.3402592451391536, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9093347702672462, 0.8084219924112789, 0.947924606035637, 0.9335308698253512, 0.9122826837703836, 0.9576293558606125, 0.9240994284195135, 0.971445624925391, 0.8668422943360077, 0.9568290773896879, 0.4926208651399491, nan, nan, 0.4361618798955614, 0.9825335771486222, 0.37740824847996485, 0.9333832941748359, 0.33048142796253366, nan, 0.029366962167561492, nan, nan, 0.8303914044512664, nan, 0.002157342154465698, 0.5092386427835566, nan, 0.0, 0.06850169867572627, nan, 0.9569388190151353, nan, nan, 0.9496503496503497, nan, nan, 0.3560693641618497, nan, nan, 0.0, nan, 0.08071385114581221, nan, 0.46122567528318326, nan, nan, nan, nan, nan, 0.00017853954650955185, nan, nan, nan, nan, nan, nan, 0.9996003843921561, nan, nan, nan, 0.9564473684210526, nan, 0.959543394326003, nan, nan, nan, 0.0, 0.24523243770182174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.728380024360536, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.045426479668342595, nan, nan, nan, 0.0, nan, nan, nan, 0.3536754507628294, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2863	19.0	380	0.6736	0.2870	0.4384	0.7678	[0.8408010156339778, 0.17329807079269877, 0.8361564299424185, 0.5987904319369362, 0.7807425742574258, 0.872093486223921, 0.9237006513359032, 0.8407963293116077, 0.8415758591785415, 0.7584590756253897, 0.03868373619263299, 0.0, 0.0, 0.07720106082242882, 0.6179708537937589, 0.26747582594681707, 0.9218077355288123, 0.38729803629132487, nan, 0.006213794127840768, nan, nan, 0.7942585323664427, 0.0, 0.0, 0.2537072522998879, nan, 0.0, 0.043645699614890884, nan, 0.5877685705281501, nan, nan, 0.6266347393626819, 0.0, nan, 0.34177860908008845, nan, nan, 0.0, nan, 0.031022309021257417, nan, 0.15008713331397036, nan, nan, 0.0, nan, nan, 0.0003570790930191037, nan, nan, 0.0, nan, nan, nan, 0.9490341699644025, nan, nan, nan, 0.6766348405692668, nan, 0.5218167587927408, nan, nan, nan, 0.0, 0.21564107111189929, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6439957492029755, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.005234771573604061, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.16215170278637772, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9048590744732223, 0.8190238821516256, 0.9572149551962097, 0.9435738909940454, 0.8908636675251048, 0.9637231608588526, 0.9237006513359032, 0.9683259719072063, 0.8415758591785415, 0.9618514170172521, 0.4259541984732824, nan, nan, 0.11527415143603133, 0.9839838577463901, 0.38905574683173394, 0.9331875016878662, 0.48592932957699625, nan, 0.006267948557872394, nan, nan, 0.8329379753017512, nan, 0.0, 0.2650958758432754, nan, 0.0, 0.05127227345212508, nan, 0.9655571459024881, nan, nan, 0.9516083916083916, nan, nan, 0.3872832369942196, nan, nan, 0.0, nan, 0.03140843642263232, nan, 0.15008713331397036, nan, nan, nan, nan, nan, 0.0003570790930191037, nan, nan, nan, nan, nan, nan, 0.999429120560223, nan, nan, nan, 0.988421052631579, nan, 0.8953751888534497, nan, nan, nan, 0.0, 0.22226284043136538, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7381242387332522, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.005234771573604061, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.16603923122647118, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1097	20.0	400	0.6573	0.3026	0.4665	0.7936	[0.8469778474078619, 0.4638312482564752, 0.7632499074784991, 0.614094254692148, 0.7654639354242816, 0.8856267499898551, 0.9077495679914928, 0.8423262548262548, 0.856663872590109, 0.7508982797545232, 0.04125086453907716, 0.0, 0.0, 0.03584689308725565, 0.6279159025971257, 0.2949150003744477, 0.8710276200378576, 0.4284383207876627, nan, 0.06187496921030593, nan, nan, 0.7938977166510882, 0.0, 0.00348944413971781, 0.734797835084368, nan, 0.0, 0.05832407064344819, nan, 0.588788439893984, nan, 0.0, 0.6428299008390541, 0.0, nan, 0.33050127442650806, nan, nan, 0.0, nan, 0.01694616951198049, nan, 0.646964856230032, nan, nan, 0.0, nan, nan, 0.01999642920906981, nan, nan, 0.0, nan, nan, nan, 0.9524647727582045, nan, nan, nan, 0.6742635798576705, nan, 0.5210139934902949, nan, nan, nan, 0.0, 0.2144167603716636, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.644880174291939, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.003965736040609137, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01578900943812296, nan, nan, nan, 0.0, nan, nan, nan, 0.32786572572954414, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.9105538084637763, 0.8040696376757682, 0.9487966491571395, 0.9454827772871022, 0.8490372740180812, 0.9602472720872932, 0.9077495679914928, 0.9722732879710317, 0.856663872590109, 0.9626830381893487, 0.42493638676844786, nan, nan, 0.05713664055700609, 0.9284318052840659, 0.43271555197421435, 0.882318588133625, 0.6070815963739565, nan, 0.06272942939193407, nan, nan, 0.829623944742901, nan, 0.010750755069754063, 0.843707420823502, nan, 0.0, 0.06548568259030715, nan, 0.9877272588847946, nan, nan, 0.9429370629370629, nan, nan, 0.37475915221579964, nan, nan, 0.0, nan, 0.017085783816670048, nan, 0.646964856230032, nan, nan, nan, nan, nan, 0.01999642920906981, nan, nan, nan, nan, nan, nan, 0.9987916385191388, nan, nan, nan, 0.9848684210526316, nan, 0.9203458116501595, nan, nan, nan, 0.0, 0.22073965758849692, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7210718635809987, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.003965736040609137, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.01578900943812296, nan, nan, nan, 0.0, nan, nan, nan, 0.3405983752724391, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1659	21.0	420	0.6206	0.2985	0.4644	0.7936	[0.8460375208205488, 0.27766617618834366, 0.8298950878730345, 0.6144430958393207, 0.7808914716393168, 0.8893643156924966, 0.9199787318888741, 0.8469509488403063, 0.8766614776673453, 0.7882606599528605, 0.0607052724916445, 0.0, 0.0, 0.13588769099511364, 0.6329912516823688, 0.3037580609295086, 0.9168710511583269, 0.43260411026434675, nan, 0.0962904885578478, nan, nan, 0.7264031462471671, 0.0, 0.0004840147751878742, 0.5570561368179895, nan, 0.0, 0.07701987658626075, nan, 0.5913952935583551, nan, 0.0, 0.5952214858737356, 0.0, nan, 0.36185654008438817, nan, nan, 0.0, nan, 0.12145467200278406, nan, 0.16010746442056345, nan, nan, nan, nan, nan, 0.01713979646491698, nan, nan, nan, nan, nan, nan, 0.9561305246669034, nan, nan, nan, 0.7202749140893471, nan, 0.492066310112958, nan, nan, nan, 0.0, 0.2847131217594439, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6425438596491229, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.04425761421319797, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.031401605362970805, nan, nan, nan, 0.0, nan, nan, 0.0, 0.38713297175986533, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9093436038773659, 0.8072688044044342, 0.9364163834243142, 0.9411094333171885, 0.8853433025134351, 0.9556714185146076, 0.9199787318888741, 0.9717878317615694, 0.8766614776673453, 0.9598049766819946, 0.4529262086513995, nan, nan, 0.22872062663185377, 0.9489879563654707, 0.45029668156179037, 0.9288058008587864, 0.556485399145468, nan, 0.09813959295792234, nan, nan, 0.760308379264634, nan, 0.0013663166978282756, 0.6343175700375527, nan, 0.0, 0.08805380295361576, nan, 0.984986448213905, nan, nan, 0.9546853146853147, nan, nan, 0.41310211946050096, nan, nan, 0.0, nan, 0.12385925775704726, nan, 0.16010746442056345, nan, nan, nan, nan, nan, 0.01713979646491698, nan, nan, nan, nan, nan, nan, 0.9989058144070941, nan, nan, nan, 0.9652631578947368, nan, 0.9305438979352023, nan, nan, nan, 0.0, 0.30445378663254735, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7137637028014616, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.04425761421319797, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.031401605362970805, nan, nan, nan, 0.0, nan, nan, nan, 0.41014464038042403, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1051	22.0	440	0.6535	0.2894	0.4645	0.7765	[0.8429691664331207, 0.19173465768002837, 0.8018466567745526, 0.5850510498940474, 0.7520900214811056, 0.8876876394108072, 0.9126678186893527, 0.8748093799453316, 0.8807328463657047, 0.8210160775298877, 0.05729978475469458, 0.0, 0.0, 0.2755375676615186, 0.5996842017784426, 0.23965591167327688, 0.89778075767128, 0.4992460082791248, nan, 0.14480204091645, nan, 0.0, 0.7812479813965506, 0.0, 0.03442684295871273, 0.355965974959425, nan, 0.0, 0.012257420510261002, nan, 0.5965372221311923, nan, 0.0, 0.6235893702220604, 0.0, nan, 0.33681726230613623, nan, nan, 0.0, nan, 0.09695855282775072, nan, 0.23722044728434505, nan, nan, nan, nan, nan, 0.05284770576682735, nan, nan, 0.0, nan, nan, nan, 0.9612135317402141, nan, nan, nan, 0.6956481135599552, nan, 0.49313238327395464, nan, nan, nan, 0.0, 0.32111067569837093, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6418848167539267, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.013483502538071067, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.26590038314176245, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9033897506566317, 0.8444684175284577, 0.949915885604422, 0.9517934983902675, 0.8144618157635949, 0.97179690249912, 0.9126678186893527, 0.9678564322947754, 0.8807328463657047, 0.9580194371066105, 0.3928753180661578, nan, nan, 0.4828981723237598, 0.9100195472602308, 0.32755842062852536, 0.9085547813875611, 0.7021093010925951, nan, 0.14740916468972406, nan, nan, 0.8438219493476592, nan, 0.09923773910542212, 0.40817021700840783, nan, 0.0, 0.014473410524856133, nan, 0.9978378049151871, nan, nan, 0.9583216783216784, nan, nan, 0.38497109826589593, nan, nan, 0.0, nan, 0.09891502737781382, nan, 0.23722044728434505, nan, nan, nan, nan, nan, 0.05284770576682735, nan, nan, nan, nan, nan, nan, 0.998116097848736, nan, nan, nan, 0.9801315789473685, nan, 0.8829528286050026, nan, nan, nan, 0.0, 0.349479071467739, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7466504263093788, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.013483502538071067, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.2750148603130573, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1191	23.0	460	0.6631	0.3023	0.4529	0.7782	[0.8408162484595606, 0.21043163755770236, 0.8379217102517105, 0.5860610648054428, 0.7627860962215709, 0.8915640619285627, 0.9104080818822279, 0.8705619394217268, 0.8609747335648426, 0.7721855693067685, 0.047357078039927405, 0.0, 0.0, 0.06432165574859965, 0.6033781801416657, 0.23591393942539773, 0.9219745966907618, 0.320271994717163, nan, 0.10888877981741435, nan, nan, 0.7860992813414959, 0.0, 0.02089484727789016, 0.42758291034074614, nan, 0.0, 0.016920114405459746, nan, 0.6272605106546362, nan, 0.0, 0.6366338472970463, nan, nan, 0.28160523596279713, nan, nan, 0.0, nan, 0.0957631318136769, nan, 0.41105140865524253, nan, nan, nan, nan, nan, 0.012854847348687734, nan, nan, nan, nan, nan, nan, 0.9583508393767239, nan, nan, nan, 0.710448047587067, nan, 0.5077317733931097, nan, nan, nan, 0.0, 0.26958976722747174, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6429319371727749, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.037277918781725886, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.3372181887657623, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.9060663345229262, 0.8224462465590358, 0.9511175198269647, 0.9485526653181002, 0.894822924663707, 0.9653511087645196, 0.9104080818822279, 0.9670924356372608, 0.8609747335648426, 0.9609382643576949, 0.42493638676844786, nan, nan, 0.11792863359442994, 0.9077495428463334, 0.33294264156472053, 0.9326001242269573, 0.3731040720218727, nan, 0.11080034960669247, nan, nan, 0.8242168422521454, nan, 0.05979433338127427, 0.46820477883752615, nan, 0.0, 0.020713443805033628, nan, 0.9950360873405001, nan, nan, 0.9586013986013986, nan, nan, 0.315028901734104, nan, nan, 0.0, nan, 0.09797708375583046, nan, 0.41105140865524253, nan, nan, nan, nan, nan, 0.012854847348687734, nan, nan, nan, nan, nan, nan, 0.9983349349673172, nan, nan, nan, 0.9743421052631579, nan, 0.8887863018297801, nan, nan, nan, 0.0, 0.2850789008712606, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7478684531059683, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.037277918781725886, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.34971270061422627, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2085	24.0	480	0.7086	0.2934	0.4443	0.7585	[0.8279300995099742, 0.16100997634474956, 0.7859373414653394, 0.593104739488606, 0.7552942896223361, 0.8837532195750161, 0.9085471221587132, 0.8837604469012996, 0.8937851754280924, 0.7993731905828372, 0.04509012644605865, 0.0, 0.0, 0.11624068659813261, 0.6199660359049005, 0.25208724021887124, 0.8967471192722933, 0.16302976001233177, nan, 0.1137201868699287, nan, nan, 0.7375251509054326, 0.0, 0.014476966864612249, 0.20742498076429855, nan, 0.0, 0.027271278983880546, nan, 0.6118348503822215, nan, nan, 0.6717587152369761, nan, nan, 0.3080519480519481, nan, nan, 0.0, nan, 0.0690306858308052, nan, 0.45461806564042984, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9527757848755369, nan, nan, nan, 0.7230112225643063, nan, 0.5122828754556935, nan, 0.0, nan, 0.0, 0.25591422911082623, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6277665995975855, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.005552030456852792, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.2587601078167116, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8910197519522278, 0.8153039208392233, 0.9573934837092731, 0.9476765719821078, 0.9286640459910596, 0.9661870820133756, 0.9085471221587132, 0.9644104890374438, 0.8937851754280924, 0.9545135831458109, 0.4264631043256997, nan, nan, 0.2145343777197563, 0.9668327132858314, 0.3594242180060069, 0.9081868265413595, 0.17591716652978906, nan, 0.1154950680484455, nan, nan, 0.7672155166399218, nan, 0.044441248381993384, 0.21501445614967932, nan, 0.0, 0.03263884074048395, nan, 0.9968937479063252, nan, nan, 0.9594405594405594, nan, nan, 0.34277456647398846, nan, nan, 0.0, nan, 0.07037112147637396, nan, 0.45461806564042984, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9982112444220321, nan, nan, nan, 0.9578947368421052, nan, 0.9022998153432936, nan, nan, nan, 0.0, 0.2675927618351307, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7600487210718636, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.005552030456852792, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.26629680998613037, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.153	25.0	500	0.6455	0.3117	0.4682	0.7804	[0.8415504977096547, 0.15846994535519127, 0.8484177273764939, 0.5989087799780127, 0.7963368805616691, 0.8828178833448178, 0.9201116575834108, 0.8691294121011504, 0.8820500538857622, 0.8253372941318265, 0.03388526780292296, 0.0, 0.0, 0.24365038074067066, 0.6261720847618655, 0.2855495097916301, 0.9304001277428111, 0.5162290177829483, nan, 0.11300485237669894, nan, 0.0, 0.7963639956526035, 0.0, 0.018123232721772867, 0.1925578521235552, nan, 0.0, 0.011138058025689393, nan, 0.588344777737622, nan, nan, 0.6264883678329365, nan, nan, 0.2862190812720848, nan, nan, 0.0, nan, 0.24979085674917573, nan, 0.6087714202730177, nan, nan, nan, nan, nan, 0.014640242813783254, nan, nan, nan, nan, nan, nan, 0.9510566188197768, nan, nan, nan, 0.7227663995250816, nan, 0.5259891585186687, nan, nan, nan, 0.0, 0.23882869692532943, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6386036960985626, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.015069796954314721, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.005204198641615948, nan, nan, nan, 0.0, nan, nan, nan, 0.2791897573093828, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9001595938894974, 0.8425340376460084, 0.9442029731863907, 0.9429114789595145, 0.8798049642203319, 0.9582893347412883, 0.9201116575834108, 0.9674585173689865, 0.8820500538857622, 0.9491325049734207, 0.4259541984732824, nan, nan, 0.44834638816362055, 0.9558610252853269, 0.41711229946524064, 0.9441316265629641, 0.6458162236337364, nan, 0.11689349481832938, nan, nan, 0.8435079885578735, nan, 0.0495469581475622, 0.201937456382307, nan, 0.0, 0.012896068779033489, nan, 0.9915339403721412, nan, nan, 0.9566433566433566, nan, nan, 0.31213872832369943, nan, nan, 0.0, nan, 0.2573514500101399, nan, 0.6087714202730177, nan, nan, nan, nan, nan, 0.014640242813783254, nan, nan, nan, nan, nan, nan, 0.9985728014005576, nan, nan, nan, 0.9611842105263158, nan, 0.8714537518885345, nan, nan, nan, 0.0, 0.24846158532870286, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7576126674786845, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.015069796954314721, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.005204198641615948, nan, nan, nan, 0.0, nan, nan, nan, 0.2894788983554587, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0499	26.0	520	0.6670	0.3167	0.4578	0.7699	[0.8464428089543085, 0.1700591037934986, 0.8547087653040307, 0.5970455719841536, 0.7505088606103709, 0.8836935565702689, 0.9125348929948159, 0.8686732950687261, 0.8912705065261646, 0.8078956839511642, 0.03574941363395627, 0.0, 0.0, 0.17908707516745226, 0.5992320713430495, 0.3099121081592511, 0.9336420010474243, 0.2951823891184797, nan, 0.07866897950208888, nan, nan, 0.7322879023969764, 0.0, 0.014378395077620162, 0.26076490187638496, nan, 0.0, 0.0028188973952155763, nan, 0.5734166177281868, nan, nan, 0.6855066612838111, nan, nan, 0.3141897861813041, nan, nan, 0.0, nan, 0.11868007014597279, nan, 0.6230758059831543, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9594470973525806, nan, nan, nan, 0.7220227408737283, nan, 0.5192685854381082, nan, nan, nan, 0.0, 0.25892135350502365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6421923474663909, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.05266497461928934, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0007056540531004675, nan, nan, nan, 0.0, nan, nan, nan, 0.29200996359455833, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9102976337703026, 0.8391488728517223, 0.9448072235382978, 0.9381962449072623, 0.8832994836533006, 0.9579373460049279, 0.9125348929948159, 0.9671720186224185, 0.8912705065261646, 0.9517007468284251, 0.48091603053435117, nan, nan, 0.31414273281114014, 0.9151901128696639, 0.4559006666178302, 0.9448337789300278, 0.3772103999251505, nan, 0.08040953926832313, nan, nan, 0.7705295471987721, nan, 0.04016251977563642, 0.27179223023495397, nan, 0.0, 0.0031720169174235596, nan, 0.9812711270822547, nan, nan, 0.9499300699300699, nan, nan, 0.3425818882466281, nan, nan, 0.0, nan, 0.1218059217197323, nan, 0.6230758059831543, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9979067753874844, nan, nan, nan, 0.9525, nan, 0.853323820715125, nan, nan, nan, 0.0, 0.2731980746968866, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.756394640682095, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.05266497461928934, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0007056540531004675, nan, nan, nan, 0.0, nan, nan, nan, 0.30196156132355856, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2251	27.0	540	0.6853	0.3056	0.4544	0.7714	[0.8399288256227758, 0.1804990864347912, 0.8664381196355805, 0.5751076650649429, 0.748053093218363, 0.8815208503679477, 0.899508174930214, 0.8816709901192107, 0.8879176146569273, 0.8015785157851578, 0.029802014588398748, 0.0, 0.0, 0.13865232332287464, 0.6121869248619669, 0.26356939605882507, 0.9409849844240916, 0.2087081954091034, nan, 0.15149618430872192, nan, nan, 0.6863542430504633, 0.0, 0.002937021859834128, 0.2912607288362131, nan, 0.0, 0.016676773802304427, nan, 0.6008336306115168, nan, 0.0, 0.6742153357171236, nan, nan, 0.2856642131090081, nan, nan, 0.0, nan, 0.2237129332123323, nan, 0.6460209119953529, nan, nan, nan, nan, nan, 0.0007141581860382074, nan, nan, nan, nan, nan, nan, 0.9600605005041709, nan, nan, nan, 0.7273098519652884, nan, 0.545769820146786, nan, nan, nan, 0.0189873417721519, 0.19537320461502236, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.6341463414634146, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.045368020304568525, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.3464627151051625, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9034604195375899, 0.8158247154229596, 0.9475400830844234, 0.953075586199037, 0.9061409567434469, 0.9486976416754663, 0.899508174930214, 0.9629302455135093, 0.8879176146569273, 0.9563888073574014, 0.4366412213740458, nan, nan, 0.2422976501305483, 0.9648149315845892, 0.363013698630137, 0.95238866834103, 0.2602164398656867, nan, 0.15714820826570108, nan, nan, 0.718342287029931, nan, 0.007550697540629944, 0.30053836695357417, nan, 0.0, 0.0190667683560979, nan, 0.974540914212626, nan, nan, 0.9493706293706293, nan, nan, 0.3140655105973025, nan, nan, 0.0, nan, 0.23121577773271143, nan, 0.6460209119953529, nan, nan, nan, nan, nan, 0.0007141581860382074, nan, nan, nan, nan, nan, nan, 0.9964986061027012, nan, nan, nan, 0.9373684210526316, nan, 0.8519808628504281, nan, nan, nan, 0.0297029702970297, 0.20221775421921648, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7600487210718636, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.045368020304568525, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.35902516346344365, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1482	28.0	560	0.6961	0.3014	0.4479	0.7739	[0.8376156694240112, 0.22348621955633693, 0.8204027260725287, 0.5874245393274224, 0.7539500277529437, 0.88116961414791, 0.9251628339758076, 0.8634640146260608, 0.8632499101903963, 0.7760877513711152, 0.03565594810286088, 0.0, 0.0, 0.03539132766227119, 0.6199266605550463, 0.2955663728456782, 0.9101423725191655, 0.22670645025765018, nan, 0.10420340975896532, nan, nan, 0.7562669987220237, 0.0, 0.0, 0.4446635348091819, nan, 0.0, 0.00464128621264978, nan, 0.5945827951903662, nan, 0.0, 0.6784274193548387, nan, nan, 0.3167680278019114, nan, nan, 0.0, nan, 0.058719349447479356, nan, 0.6484896892245136, nan, nan, nan, nan, nan, 0.003035172290662382, nan, nan, nan, nan, nan, nan, 0.953611386296091, nan, nan, nan, 0.7276957313372446, nan, 0.5109623472612796, nan, nan, nan, 0.0, 0.2142521718713313, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6494066882416397, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.00047588832487309646, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.007850401340742701, nan, nan, nan, 0.0, nan, nan, nan, 0.24807840122982322, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9046176224632816, 0.8038836396101481, 0.9472585573522848, 0.9522992108037266, 0.9137641956828177, 0.9646031326997536, 0.9251628339758076, 0.9659623572480204, 0.8632499101903963, 0.9518230440596158, 0.3888040712468193, nan, nan, 0.06318537859007833, 0.9380793240431301, 0.41143505970258587, 0.920170677036917, 0.27487447111536184, nan, 0.1062304906979648, nan, nan, 0.8051001186074095, nan, 0.0, 0.4702651955734273, nan, 0.0, 0.00530402828815087, nan, 0.9954015287632854, nan, nan, 0.9412587412587412, nan, nan, 0.351252408477842, nan, nan, 0.0, nan, 0.0596734942202393, nan, 0.6484896892245136, nan, nan, nan, nan, nan, 0.003035172290662382, nan, nan, nan, nan, nan, nan, 0.9983063909953283, nan, nan, nan, 0.9465789473684211, nan, 0.8616753399362095, nan, nan, nan, 0.0, 0.22238469505879485, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7332521315468941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.00047588832487309646, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.007850401340742701, nan, nan, nan, 0.0, nan, nan, nan, 0.2557955220923321, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2264	29.0	580	0.6999	0.3024	0.4487	0.7562	[0.8313641809338199, 0.15351862314147524, 0.8147224981923142, 0.5955283086909484, 0.7515190134136608, 0.8857171635777599, 0.9237006513359032, 0.8472687276802807, 0.8949826368099629, 0.8042832143551568, 0.02976842970676898, 0.0, nan, 0.12266214455995478, 0.6242730210016155, 0.29747252190649853, 0.9040838852097131, 0.2708980250900509, nan, 0.0829226431286012, nan, nan, 0.702544929817657, 0.0, 0.008797194538508815, 0.14936241775107353, nan, 0.0, 0.028911023180364155, nan, 0.5767458223394899, nan, nan, 0.6635899450117831, nan, nan, 0.3282925971513979, nan, nan, 0.0, nan, 0.0479645002866901, nan, 0.6636654080743538, nan, nan, nan, nan, nan, 0.0058918050348152114, nan, nan, nan, nan, nan, nan, 0.9546538293535236, nan, nan, nan, 0.7250976073681049, nan, 0.5297406954667222, nan, nan, nan, 0.0, 0.20008243537655301, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.6405767250257467, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.003013959390862944, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.010408397283231896, nan, nan, nan, 0.0, nan, nan, nan, 0.25800268353459843, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.886791397241558, 0.8288817796294918, 0.9516256394410684, 0.940995469956409, 0.8993753000896096, 0.9672430482224569, 0.9237006513359032, 0.9686124706537742, 0.8949826368099629, 0.9442976877670156, 0.44223918575063614, nan, nan, 0.21718885987815492, 0.9746516173781449, 0.43022489194930774, 0.9124706311269546, 0.3400975122929943, nan, 0.08445498813834436, nan, nan, 0.7472964487546222, nan, 0.026247662879332664, 0.15200558306470374, nan, 0.0, 0.03305484295916245, nan, 0.9985077808569601, nan, nan, 0.9451748251748252, nan, nan, 0.35973025048169555, nan, nan, 0.0, nan, 0.048773068343135266, nan, 0.6636654080743538, nan, nan, nan, nan, nan, 0.0058918050348152114, nan, nan, nan, nan, nan, nan, 0.9981351271633953, nan, nan, nan, 0.9530263157894737, nan, 0.8547926808796374, nan, nan, nan, 0.0, 0.20703101200268081, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7576126674786845, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.003013959390862944, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.010408397283231896, nan, nan, nan, 0.0, nan, nan, nan, 0.2666930850009907, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1909	30.0	600	0.7037	0.2939	0.4436	0.7531	[0.8419209906306504, 0.14301158996866012, 0.8050230372068254, 0.6073630136986301, 0.7495296766500062, 0.8764150943396226, 0.9240994284195135, 0.8722772134779732, 0.859418033768411, 0.786954366763306, 0.030443367438520913, 0.0, 0.0, 0.06141345427059713, 0.6277338877338877, 0.304742832022664, 0.8977771982265733, 0.2710335926089467, nan, 0.08153430046717482, nan, nan, 0.7094864927421222, 0.0, 0.00496061421876558, 0.09555546435753273, nan, 0.0, 0.03142109379700379, nan, 0.5720327135467635, nan, nan, 0.6710734017363852, nan, nan, 0.3364421416234888, nan, nan, 0.0, nan, 0.08891151057701857, nan, 0.6415916352018588, nan, nan, nan, nan, nan, 0.012854847348687734, nan, nan, nan, nan, nan, nan, 0.9558996311307436, nan, nan, nan, 0.7259571902321375, nan, 0.5092700176812326, nan, 0.0, nan, 0.0, 0.20804185527011934, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6365503080082136, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.003965736040609137, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.017729558084149246, nan, nan, nan, 0.0, nan, nan, nan, 0.20443159922928708, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9049091315972345, 0.8266870024551745, 0.9549833487829162, 0.934777344083877, 0.8940731820667733, 0.9605552622316086, 0.9240994284195135, 0.9649994031276113, 0.859418033768411, 0.9449907054104295, 0.4315521628498728, nan, nan, 0.11314186248912098, 0.9519515732391702, 0.45703611457036114, 0.9064145669610305, 0.3318120861185325, nan, 0.08280684230240978, nan, nan, 0.748517407381567, nan, 0.014310369624622465, 0.09672327273935728, nan, 0.0, 0.03620952645080774, nan, 0.9968632944544265, nan, nan, 0.9513286713286714, nan, nan, 0.37533718689788054, nan, nan, 0.0, nan, 0.09077773271141756, nan, 0.6415916352018588, nan, nan, nan, nan, nan, 0.012854847348687734, nan, nan, nan, nan, nan, nan, 0.9985918307152168, nan, nan, nan, 0.9505263157894737, nan, 0.8461473896256505, nan, nan, nan, 0.0, 0.2156217632364589, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7551766138855055, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.003965736040609137, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.017729558084149246, nan, nan, nan, 0.0, nan, nan, nan, 0.2102238953833961, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.173	31.0	620	0.6946	0.3055	0.4486	0.7760	[0.8305756852614065, 0.24613259668508286, 0.8136230009407338, 0.5907757540201072, 0.7563241940086807, 0.8649343458313558, 0.9244982055031238, 0.8819835095660526, 0.8607352412884685, 0.7705209740666293, 0.034497740702120264, 0.0, 0.0, 0.025674427417635773, 0.6131748780103888, 0.28239404526811485, 0.9028334665404821, 0.24239297720687492, nan, 0.17067377605428988, nan, nan, 0.7213652012711864, 0.0, 0.0, 0.4965173666798379, nan, 0.0, 0.027729788293168574, nan, 0.5780572035774374, nan, nan, 0.6372786579683132, nan, nan, 0.2953267744202389, nan, nan, 0.0, nan, 0.06866686519753822, nan, 0.6998983444670346, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9491853553949284, nan, nan, nan, 0.7277715679300885, nan, 0.517214882383561, nan, nan, nan, 0.0, 0.19833539932707633, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6463022508038585, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.005076142131979695, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.009879156743406545, nan, nan, nan, 0.0, nan, nan, nan, 0.10530406061783563, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.8936639459147497, 0.7954765270441188, 0.9501905448552889, 0.946757742385823, 0.91183335173455, 0.9622052094332981, 0.9244982055031238, 0.9645139469181488, 0.8607352412884685, 0.9532253856439357, 0.4040712468193384, nan, nan, 0.047171453437771974, 0.9825335771486222, 0.40854149879129736, 0.9113701423208836, 0.2930774588587527, nan, 0.175852166312898, nan, nan, 0.7601688411358404, nan, 0.0, 0.5324266391944436, nan, 0.0, 0.03282950842404493, nan, 0.9940006699759417, nan, nan, 0.9563636363636364, nan, nan, 0.3238921001926782, nan, nan, 0.0, nan, 0.07014297302778341, nan, 0.6998983444670346, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9982968763379987, nan, nan, nan, 0.9423684210526316, nan, 0.8756924626489844, nan, nan, nan, 0.0, 0.20471577408152075, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7344701583434835, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.005076142131979695, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.009879156743406545, nan, nan, nan, 0.0, nan, nan, nan, 0.10739052902714484, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2427	32.0	640	0.7101	0.2973	0.4440	0.7597	[0.8341668055028282, 0.16824276532275426, 0.8001758251795358, 0.5909790812159406, 0.7527330474013577, 0.8678683447810378, 0.9255616110594178, 0.8670258821172244, 0.8722308705544246, 0.7819048127485786, 0.038440394130333656, 0.0, 0.0, 0.08607272652608669, 0.6151945153061225, 0.2887793415238436, 0.8960013362284951, 0.23307247997018818, nan, 0.0991122071516646, nan, nan, 0.7426717607535736, 0.0, 0.0011959487236984714, 0.2496074850203467, nan, 0.0, 0.02681394908264234, nan, 0.5959801551965399, nan, nan, 0.6049339207048459, nan, nan, 0.3552176917760885, nan, nan, 0.0, nan, 0.027405815928849806, nan, 0.5593232645948301, nan, nan, nan, nan, nan, 0.0008926977325477593, nan, nan, nan, nan, nan, nan, 0.9596105631096389, nan, nan, nan, 0.7234170251075323, nan, 0.5134748272458045, nan, nan, nan, 0.0, 0.223570800351803, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6411075612353567, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.1119533527696793, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.8993233454648246, 0.8140391339930064, 0.9624746798503107, 0.9431394056810736, 0.9030546875601784, 0.9617652235128475, 0.9255616110594178, 0.9642751979626756, 0.8722308705544246, 0.9553044385741774, 0.46259541984732827, nan, nan, 0.1824194952132289, 0.9732013367803771, 0.41410885649402973, 0.9054322287936483, 0.26008129489671805, nan, 0.1003620926457735, nan, nan, 0.7866113165422451, nan, 0.003451747447145117, 0.2588813931075737, nan, 0.0, 0.03189350343201831, nan, 0.9987209550202516, nan, nan, 0.9602797202797203, nan, nan, 0.3961464354527938, nan, nan, 0.0, nan, 0.027808760900425878, nan, 0.5593232645948301, nan, nan, nan, nan, nan, 0.0008926977325477593, nan, nan, nan, nan, nan, nan, 0.9978211434715178, nan, nan, nan, 0.9515789473684211, nan, 0.8731744166526775, nan, nan, nan, 0.0, 0.2323158471942972, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7332521315468941, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.11412720427977016, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1426	33.0	660	0.7100	0.2973	0.4456	0.7677	[0.8362032862808859, 0.2032342161937507, 0.7982422841103864, 0.5902373767227701, 0.7575464696846792, 0.8743907754487459, 0.9251628339758076, 0.8599016007599711, 0.8615734642557777, 0.7693757855048178, 0.031084377891814587, 0.0, 0.0, 0.03808306709265176, 0.6170159367549254, 0.28681868064870136, 0.8934897807221112, 0.27087029827953, nan, 0.07470643148430207, nan, nan, 0.7364771151178918, 0.0, 0.007187201824062256, 0.38346812971984423, nan, 0.0, 0.017001612973538516, nan, 0.5982525582328585, nan, nan, 0.6356891114820998, nan, nan, 0.3380281690140845, nan, nan, 0.0, nan, 0.03769207742965476, nan, 0.6805837932036015, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9589625918747943, nan, nan, nan, 0.7274647887323944, nan, 0.524716107504074, nan, nan, nan, 0.0, 0.23930074836295603, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6428571428571429, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0013231013495633766, nan, nan, nan, 0.0, nan, nan, nan, 0.13634600465477115, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]	[0.8995441857178191, 0.8003868759764898, 0.9529577368077728, 0.9459243853101228, 0.9016014193757109, 0.9709169306582189, 0.9251628339758076, 0.9653097767697266, 0.8615734642557777, 0.9582884910152301, 0.37608142493638674, nan, nan, 0.07780678851174935, 0.930134308594489, 0.4307743022489195, 0.9032953900996517, 0.3189941056001996, nan, 0.07593956798601573, nan, nan, 0.7779948370892347, nan, 0.020854307493168415, 0.4041573892526004, nan, 0.0, 0.020280108160576855, nan, 0.9988123153759478, nan, nan, 0.9586013986013986, nan, nan, 0.3653179190751445, nan, nan, 0.0, nan, 0.03830358953559116, nan, 0.6805837932036015, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9980780392194175, nan, nan, nan, 0.9514473684210526, nan, 0.8513093839180795, nan, nan, nan, 0.0, 0.24937549503442394, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7454323995127893, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0013231013495633766, nan, nan, nan, 0.0, nan, nan, nan, 0.13929066772340004, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]

The model card is truncated. Read the rest on Hugging Face.

Library: transformers
Type: segformer
License: other
Created: Oct 6, 2023
Updated: Oct 8, 2023