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nommis/
nommis_model

generated_from_trainer

scene_parse_150

other

endpoints_compatible

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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]
0.2764	34.0	680	0.7303	0.2889	0.4356	0.7556	[0.8355242819114739, 0.14978758677857218, 0.8258915817541187, 0.5945326129148838, 0.7545691072822773, 0.8689960688843215, 0.924365279808587, 0.8670566471676416, 0.867680517303317, 0.763200552043799, 0.02798077298839345, 0.0, 0.0, 0.016024130455273823, 0.6137245584857844, 0.29166160647057393, 0.9104159129584221, 0.2357580837266752, nan, 0.09324397045154346, nan, nan, 0.7076480127080782, 0.0, 0.007270891189093663, 0.16265897189270065, nan, 0.0, 0.011122538936232735, nan, 0.5842804717283643, nan, 0.0, 0.6846608270523529, nan, nan, 0.2955840455840456, nan, nan, 0.0, nan, 0.06657396141143751, nan, 0.4467760673830961, nan, nan, nan, nan, nan, 0.0016068559185859668, nan, nan, nan, nan, nan, nan, 0.9602282093078628, nan, nan, nan, 0.7251916095199678, nan, 0.5431818795388893, nan, nan, nan, 0.04975124378109453, 0.19945645752097366, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6350662589194699, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.003331218274111675, 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, 0.1556284997103688, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan]	[0.899261510193986, 0.8066364109813258, 0.9528135407010677, 0.949115359411949, 0.9107113054507827, 0.958025343189018, 0.924365279808587, 0.9660896900242728, 0.867680517303317, 0.9558425463914164, 0.3643765903307888, nan, nan, 0.02959094865100087, 0.9772999558610252, 0.4398212585158596, 0.9174599638121472, 0.27779568159845314, nan, 0.09519290797852416, nan, nan, 0.7459359519988837, nan, 0.020710484682870702, 0.16438469974410955, nan, 0.0, 0.01312140331415101, nan, 0.9988123153759478, nan, nan, 0.9401398601398602, nan, nan, 0.3198458574181118, nan, nan, 0.0, nan, 0.06796288785236261, nan, 0.4467760673830961, nan, nan, nan, nan, nan, 0.0016068559185859668, nan, nan, nan, nan, nan, nan, 0.9976593942969144, nan, nan, nan, 0.9461842105263157, nan, 0.8443847574282357, nan, nan, nan, 0.09900990099009901, 0.20569061110095657, 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, 0.003331218274111675, 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, 0.15969883098870616, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1127	35.0	700	0.7231	0.2955	0.4359	0.7524	[0.8404584098632909, 0.1462636795511387, 0.8137385726492725, 0.5991583543971226, 0.7529551963403618, 0.8766785090624436, 0.92383357703044, 0.8807868099608339, 0.8873188839659921, 0.7711746481831548, 0.023936507936507936, 0.0, 0.0, 0.03183364498614459, 0.6125446605795951, 0.3055329441588948, 0.9025684283815855, 0.23222973881098516, nan, 0.11824864173857462, nan, nan, 0.7102025929241685, 0.0, 0.02048132333329255, 0.1214739475329976, nan, 0.0, 0.016234438300263183, nan, 0.6011952775537142, nan, 0.0, 0.6735451919108543, nan, nan, 0.3371627502175805, nan, nan, 0.0, nan, 0.03517851785178518, nan, 0.41097879756026723, nan, nan, nan, nan, nan, 0.0041064095697196925, nan, nan, nan, nan, nan, nan, 0.9602567742053644, nan, nan, nan, 0.7234127379647164, nan, 0.5471129851131572, nan, nan, nan, 0.0, 0.22101555620780747, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6431578947368422, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0007931472081218274, 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, 0.0029108229690394285, nan, nan, nan, 0.0, nan, nan, nan, 0.20998843038951023, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9000506460313534, 0.8223346477196637, 0.954694956569506, 0.942113735434058, 0.9052525631183129, 0.960863252375924, 0.92383357703044, 0.9646492379929171, 0.8873188839659921, 0.957913446172912, 0.3837150127226463, nan, nan, 0.061488250652741515, 0.9729491140677218, 0.4811735403999707, 0.9102190175268033, 0.26943748505608517, nan, 0.12011487077038333, nan, nan, 0.7471917951580269, nan, 0.06018984610959298, 0.12264464457811305, nan, 0.0, 0.01903210150454136, nan, 0.9986905015683528, nan, nan, 0.9130069930069931, nan, nan, 0.37321772639691714, nan, nan, 0.0, nan, 0.03566720746298925, nan, 0.41097879756026723, nan, nan, nan, nan, nan, 0.0041064095697196925, nan, nan, nan, nan, nan, nan, 0.997716482240892, nan, nan, nan, 0.955, nan, 0.8004868222259527, nan, nan, nan, 0.0, 0.22939133613598978, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7442143727161997, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0007931472081218274, 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, 0.0029108229690394285, nan, nan, nan, 0.0, nan, nan, nan, 0.21577174559144047, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0636	36.0	720	0.7146	0.3016	0.4383	0.7585	[0.8405295700322701, 0.15814119749776587, 0.8230104727530916, 0.59559434933277, 0.7528456614830811, 0.8743969089707914, 0.9244982055031238, 0.8602571268865288, 0.8854029457549994, 0.7751714468994068, 0.030824568592633064, 0.0, 0.0, 0.024644843864276057, 0.617159277504105, 0.2949206423412262, 0.9094014748986174, 0.25655736988026623, nan, 0.08461160275319568, nan, nan, 0.74336312154244, 0.0, 0.01322895506119011, 0.20707833745861326, nan, 0.0, 0.002204360735386738, nan, 0.5911344257566744, nan, nan, 0.6514395393474088, nan, nan, 0.33859095688748686, nan, nan, 0.0, nan, 0.03364504725850528, nan, 0.3805547487656114, nan, nan, nan, nan, nan, 0.012676307802178183, nan, nan, nan, nan, nan, nan, 0.9577575348217383, nan, nan, nan, 0.722643013753239, nan, 0.5313068662377938, nan, nan, nan, 0.0, 0.24766899766899766, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6481675392670158, 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, 0.011114051336332363, nan, nan, nan, 0.0, nan, nan, nan, 0.18632940722147132, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9042377772281309, 0.8228554423034, 0.9551069454458063, 0.9438445539758967, 0.8978450035561422, 0.960863252375924, 0.9244982055031238, 0.9675778918467232, 0.8854029457549994, 0.9556794834164954, 0.344529262086514, nan, nan, 0.04838990426457789, 0.9479790655148496, 0.4621273166800967, 0.9174937211374868, 0.3049494245943052, nan, 0.08595330253464852, nan, nan, 0.7921928416939928, nan, 0.03840069034948943, 0.21408394536572398, nan, 0.0, 0.00254801358940581, nan, 0.9986295946645553, nan, nan, 0.9493706293706293, nan, nan, 0.3722543352601156, nan, nan, 0.0, nan, 0.03401946866761306, nan, 0.3805547487656114, nan, nan, nan, nan, nan, 0.012676307802178183, nan, nan, nan, nan, nan, nan, 0.9983729935966357, nan, nan, nan, 0.954078947368421, nan, 0.8699848917240222, nan, nan, nan, 0.0, 0.2589410832876379, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7539585870889159, 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, 0.011114051336332363, nan, nan, nan, 0.0, nan, nan, nan, 0.19120269467010104, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0609	37.0	740	0.7249	0.2867	0.4369	0.7543	[0.8382784874120437, 0.1451800537630875, 0.8513776088755401, 0.5997799939998364, 0.7480035170538698, 0.8741834308887868, 0.92383357703044, 0.8607370659107016, 0.88456472278769, 0.7769928293300963, 0.034035723104782284, 0.0, 0.0, 0.02192448233861145, 0.6054432659595758, 0.30112675385311705, 0.9279442545991962, 0.23757755449404272, nan, 0.10486228839586251, nan, nan, 0.7562117392870004, 0.0, 0.016022431403965552, 0.13733081701913966, nan, 0.0, 0.0031140115620716374, nan, 0.589459881809854, nan, 0.0, 0.6250228310502283, nan, nan, 0.3388123011664899, nan, nan, 0.0, nan, 0.0076562736110411525, nan, 0.279770548939878, nan, nan, nan, nan, nan, 0.007498660953401178, nan, nan, nan, nan, nan, nan, 0.9581655297115148, nan, nan, nan, 0.7217761918921598, nan, 0.5123489096573208, nan, nan, nan, 0.035175879396984924, 0.2176602262016965, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6339737108190091, 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, 0.01587721619476052, nan, nan, nan, 0.0, nan, nan, nan, 0.17842644500289967, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.8983752046453011, 0.8217022542965553, 0.9537405156727435, 0.9398273455084191, 0.8999350394256767, 0.9626671946497712, 0.92383357703044, 0.9665353547411564, 0.88456472278769, 0.9550109252193197, 0.4208651399491094, nan, nan, 0.04543080939947781, 0.9538432435840848, 0.4630063731594755, 0.9368467957546788, 0.2698948987972098, nan, 0.10658009739043577, nan, nan, 0.8058326937835764, nan, 0.0488997555012225, 0.1408643780532385, nan, 0.0, 0.003622685987658601, nan, 0.9993909309620246, nan, nan, 0.9572027972027972, nan, nan, 0.369364161849711, nan, nan, 0.0, nan, 0.007706347596836341, nan, 0.279770548939878, nan, nan, nan, nan, nan, 0.007498660953401178, nan, nan, nan, nan, nan, nan, 0.9982968763379987, nan, nan, nan, 0.9581578947368421, nan, 0.8627664932012759, nan, nan, nan, 0.06930693069306931, 0.22512642417595807, 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, 0.0, 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, 0.01587721619476052, nan, nan, nan, 0.0, nan, nan, nan, 0.18288091935803447, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2231	38.0	760	0.6953	0.2973	0.4418	0.7648	[0.8400673952342722, 0.17004076878276062, 0.8536537240175858, 0.5973100802106488, 0.7527669892496192, 0.8727715401022174, 0.9235677256413665, 0.8524486881527735, 0.8695964555143096, 0.7716117155912035, 0.03956210708866247, 0.0, 0.0, 0.012760021335083905, 0.6109993562922433, 0.2880166994344523, 0.9297341581675305, 0.25221186417464825, nan, 0.11090731230129616, nan, nan, 0.7738998482549317, 0.0, 0.002917710242970384, 0.264263865913418, nan, 0.0, 0.0042159520900992165, nan, 0.5848101265822785, nan, 0.0, 0.6209970887918487, nan, nan, 0.3350069252077562, nan, nan, 0.0, nan, 0.08513766039616295, nan, 0.298141155968632, nan, nan, nan, nan, nan, 0.004463488662738797, nan, nan, nan, nan, nan, nan, 0.9541343610532917, nan, nan, nan, 0.7245881880273202, nan, 0.5081783116058787, nan, nan, nan, 0.03488372093023256, 0.24319111630625365, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6369230769230769, 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, 0.011643291876157714, nan, nan, nan, 0.0, nan, nan, nan, 0.2180349932705249, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9058307715863986, 0.8145599285767428, 0.9506162666941326, 0.9436023818342403, 0.9007489723134438, 0.9542194649771207, 0.9235677256413665, 0.9691138434602682, 0.8695964555143096, 0.9569024557284023, 0.37150127226463103, nan, nan, 0.027067014795474326, 0.9576265842739139, 0.43462017434620176, 0.9385785465446002, 0.28716226752466395, nan, 0.11324759645398927, nan, nan, 0.8361822367962045, nan, 0.008125988781820796, 0.2813715064304942, nan, 0.0, 0.0049053594952506415, nan, 0.998934129183543, nan, nan, 0.9546853146853147, nan, nan, 0.37283236994219654, nan, nan, 0.0, nan, 0.08662036098154532, nan, 0.298141155968632, nan, nan, nan, nan, nan, 0.004463488662738797, nan, nan, nan, nan, nan, nan, 0.9987630945471498, nan, nan, nan, 0.9492105263157895, nan, 0.8735940909853953, nan, nan, nan, 0.0891089108910891, 0.25351855236702614, 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, 0.0, 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, 0.011643291876157714, nan, nan, nan, 0.0, nan, nan, nan, 0.22468793342579751, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1478	39.0	780	0.7103	0.3013	0.4391	0.7651	[0.8447223402053996, 0.17486660358003386, 0.8514870962585912, 0.5974625663274721, 0.7503464168610242, 0.8688820299033952, 0.9235677256413665, 0.8476459890887048, 0.8719913782780505, 0.7688292660592464, 0.039450510743219445, 0.0, 0.0, 0.012867794435981721, 0.6143251824667024, 0.2876030565051277, 0.9289693826054698, 0.2325848418908283, nan, 0.0851429272481904, nan, nan, 0.775479346287479, 0.0, 0.0008829498431775652, 0.2908556170426841, nan, 0.0, 0.0024141990671057924, nan, 0.5863209655789003, nan, nan, 0.6378986866791745, nan, nan, 0.346935261707989, nan, nan, 0.0, nan, 0.10149172230633671, nan, 0.20207667731629392, nan, nan, nan, nan, nan, 0.02695947152294233, nan, nan, nan, nan, nan, nan, 0.9566890714917601, nan, nan, nan, 0.7243243243243244, nan, 0.5097135990386541, nan, nan, nan, 0.024691358024691357, 0.24161505200420708, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6330645161290323, nan, nan, nan, nan, nan, nan, nan, 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, 0.019405486460262855, nan, nan, nan, 0.0, nan, nan, nan, 0.18723486309294254, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9135513468310896, 0.818019492597277, 0.9510625879767913, 0.9455540043875894, 0.8995730061853764, 0.9537134811686026, 0.9235677256413665, 0.9681668059368906, 0.8719913782780505, 0.9583537162051985, 0.3989821882951654, nan, nan, 0.02793733681462141, 0.9394034932845703, 0.41909017654384295, 0.9383051122093494, 0.2611208715810922, nan, 0.08665251591959046, nan, nan, 0.8408916486429917, nan, 0.0024090320724866965, 0.31221960054501346, nan, 0.0, 0.0028080149760798725, nan, 0.9985686877607577, nan, nan, 0.951048951048951, nan, nan, 0.3882466281310212, nan, nan, 0.0, nan, 0.10365544514297302, nan, 0.20207667731629392, nan, nan, nan, nan, nan, 0.02695947152294233, nan, nan, nan, nan, nan, nan, 0.9980875538767471, nan, nan, nan, 0.9521052631578948, nan, 0.8544569414134632, nan, nan, nan, 0.0594059405940594, 0.2519344422104429, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7649208282582217, 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, 0.019405486460262855, nan, nan, nan, 0.0, nan, nan, nan, 0.192391519714682, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.3481	40.0	800	0.7118	0.3099	0.4410	0.7733	[0.8446585829676444, 0.20825119145596876, 0.8605743963891551, 0.5884261308311941, 0.74879910122151, 0.8616820198563498, 0.9235677256413665, 0.8528251838544882, 0.8660040713686984, 0.768847115497899, 0.039522011277223115, 0.0, 0.0, 0.018374046126955708, 0.6080283823646655, 0.2702876505651604, 0.9331425128050618, 0.23045741479834642, nan, 0.08893538461538461, nan, nan, 0.7721759886458938, nan, 0.00012172031376791994, 0.41742641212299, nan, 0.0, 0.0018904158914961292, nan, 0.5910483260658042, nan, 0.0, 0.6517719568567026, nan, nan, 0.33581057725544416, nan, nan, 0.0, nan, 0.09612287873157438, nan, 0.348605866976474, nan, nan, nan, nan, nan, 0.004642028209248348, nan, nan, nan, nan, nan, nan, 0.9610589615723086, nan, nan, nan, 0.7224323248407644, nan, 0.5041899098124984, nan, nan, nan, 0.0047169811320754715, 0.2193946517778431, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6323828920570265, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.010584810796507013, nan, nan, nan, 0.0, nan, nan, nan, 0.12395893860158823, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9141962003698338, 0.8095007811918756, 0.9557111957977135, 0.9469571782671871, 0.9001558540261434, 0.9527675114396339, 0.9235677256413665, 0.9671799769209343, 0.8660040713686984, 0.9577177706030069, 0.3888040712468193, nan, nan, 0.037510879025239335, 0.9617882590327259, 0.40026371694381363, 0.94094831078344, 0.26832513800380486, nan, 0.09022349856411536, nan, nan, 0.8351008162980534, nan, 0.0003236013231698547, 0.4492456216144362, nan, 0.0, 0.002184011648062123, nan, 0.998934129183543, nan, nan, 0.9465734265734266, nan, nan, 0.374373795761079, nan, nan, 0.0, nan, 0.09835733117014804, nan, 0.348605866976474, nan, nan, nan, nan, nan, 0.004642028209248348, nan, nan, nan, nan, nan, nan, 0.9975166744369701, nan, nan, nan, 0.9551315789473684, nan, 0.8610458284371327, nan, nan, nan, 0.009900990099009901, 0.22744166209711814, 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, 0.0020621827411167514, 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, 0.010584810796507013, nan, nan, nan, 0.0, nan, nan, nan, 0.12680800475530019, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0864	41.0	820	0.7118	0.3073	0.4369	0.7637	[0.8459630961146966, 0.16023675600161758, 0.8775501144658157, 0.5932431767007328, 0.7457785739787349, 0.8731323879432766, 0.92383357703044, 0.8484356603944463, 0.8691174709615614, 0.7752121047289902, 0.04389526331273904, 0.0, 0.0, 0.02275362991139769, 0.5973955507325014, 0.27253133825496706, 0.943550787900682, 0.20734558765576971, nan, 0.05846868896635269, nan, nan, 0.7690784219773199, nan, 0.0031831634330812234, 0.22186140261069875, nan, 0.0, 0.0017767070691861778, nan, 0.5899991006385467, nan, nan, 0.6516290726817042, nan, nan, 0.3344583192710091, nan, nan, 0.0, nan, 0.0995260663507109, nan, 0.2717107173976184, nan, nan, nan, nan, nan, 0.04517050526691662, nan, nan, nan, nan, nan, nan, 0.9623420596250722, nan, nan, nan, 0.7227433182047402, nan, 0.5090466511079325, nan, nan, nan, 0.023255813953488372, 0.2817928128025514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6491416309012875, nan, nan, nan, nan, nan, nan, nan, 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, 0.008732468907118285, nan, nan, nan, 0.0, nan, nan, nan, 0.1745939675174014, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9201441645171549, 0.8106911688118443, 0.9501836783740172, 0.9439300264964814, 0.9064208264114803, 0.9603572685674059, 0.92383357703044, 0.9692173013409733, 0.8691174709615614, 0.9528095750578873, 0.3796437659033079, nan, nan, 0.04268929503916449, 0.9025159215587364, 0.4029375137352575, 0.9522367603770018, 0.24614057155926106, nan, 0.05905855912098889, nan, nan, 0.8398799972092374, nan, 0.00870128002301165, 0.23045096540493834, nan, 0.0, 0.0020453442418359564, nan, 0.9989036757316442, nan, nan, 0.9454545454545454, nan, nan, 0.38188824662813103, nan, nan, 0.0, nan, 0.1016781585885216, nan, 0.2717107173976184, nan, nan, nan, nan, nan, 0.04517050526691662, nan, nan, nan, nan, nan, nan, 0.9978687167581659, nan, nan, nan, 0.9428947368421052, nan, 0.8513093839180795, nan, nan, nan, 0.0594059405940594, 0.3014683482605252, 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, 0.0, 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, 0.008732468907118285, nan, nan, nan, 0.0, nan, nan, nan, 0.17891816920943135, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.5191	42.0	840	0.7289	0.3092	0.4380	0.7602	[0.8411835716103048, 0.1535360085712876, 0.8611580792409125, 0.5884596874958608, 0.7465238497256226, 0.8787347637755616, 0.9246311311976605, 0.8575187094862915, 0.8628906717758352, 0.7776427380738911, 0.0416379688184835, 0.0, 0.0, 0.030040009619799295, 0.5933288409703504, 0.2768158527404745, 0.9335023818444576, 0.19919956830650237, nan, 0.08401725200246457, nan, nan, 0.7722015165145868, nan, 0.0022161675944152577, 0.17261357441025932, nan, 0.0, 0.0010871370547645292, nan, 0.5855669367215104, nan, nan, 0.6704297880768469, nan, nan, 0.3426680244399185, nan, nan, 0.0, nan, 0.05807030218479858, nan, 0.4666715074063317, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9608964663825107, nan, nan, nan, 0.7219614501148507, nan, 0.5102834211186356, nan, nan, nan, 0.0, 0.2741334861071326, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6427083333333333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0006345177664974619, 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, 0.007585781070830026, nan, nan, nan, 0.0, nan, nan, nan, 0.2382143544352511, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9151090067488782, 0.8102819730674801, 0.9547155560133209, 0.9493290407134106, 0.9081719375454146, 0.9595212953185498, 0.9246311311976605, 0.967514225458597, 0.8628906717758352, 0.9546684929719857, 0.3384223918575064, nan, nan, 0.0597911227154047, 0.8883283939718771, 0.4175152003516226, 0.9419981636015016, 0.23025583982202447, nan, 0.08512922961668123, nan, nan, 0.8384148468569036, nan, 0.006112469437652812, 0.17624040410754047, nan, 0.0, 0.0012480066560354988, nan, 0.9992995706063282, nan, nan, 0.9468531468531468, nan, nan, 0.3890173410404624, nan, nan, 0.0, nan, 0.05909044818495234, nan, 0.4666715074063317, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9974120132063444, nan, nan, nan, 0.9511842105263157, nan, 0.8538274299143864, nan, nan, nan, 0.0, 0.2915371961250228, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7515225334957369, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0006345177664974619, 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, 0.007585781070830026, nan, nan, nan, 0.0, nan, nan, nan, 0.24529423419853377, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2333	43.0	860	0.7251	0.3053	0.4371	0.7573	[0.8424247701404327, 0.1470961418395913, 0.8632561855541407, 0.6011826008155867, 0.748878638729922, 0.8727666920945919, 0.924365279808587, 0.8614693738560423, 0.8683989941324393, 0.7824860460597289, 0.036802270577105015, 0.0, 0.0, 0.04010290898422514, 0.5998432213879032, 0.29317790310781794, 0.9347395338251242, 0.2192901356860466, nan, 0.10481572481572482, nan, nan, 0.7647002213453951, nan, 0.006734803122160116, 0.13206652772669691, nan, 0.0, 0.0025397593275684827, nan, 0.586874865851041, nan, nan, 0.6593342417753553, nan, nan, 0.34950785701951304, nan, nan, 0.0, nan, 0.04418744067542589, nan, 0.18980540226546616, nan, nan, nan, nan, nan, 0.005356186395286556, nan, nan, nan, nan, nan, nan, 0.9590464603591324, nan, nan, nan, 0.7222498755599801, nan, 0.5253750987101868, nan, nan, nan, 0.05185185185185185, 0.2774064552984861, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6485355648535565, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0006345177664974619, 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, 0.009702743230131428, nan, nan, nan, 0.0, nan, nan, nan, 0.19722382880277617, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9116197307515636, 0.8150807231604791, 0.9496618257973701, 0.9450482919741303, 0.9075197641905476, 0.956441393875396, 0.924365279808587, 0.9663841470693566, 0.8683989941324393, 0.9521165574144734, 0.39592875318066156, nan, nan, 0.07732811140121845, 0.9167665048237594, 0.45505823749175883, 0.9427543276891085, 0.2589065732433753, nan, 0.10653015357722562, nan, nan, 0.8315774785460127, nan, 0.01945203509276571, 0.13425110498155596, nan, 0.0, 0.0029120155307494973, nan, 0.9992082102506319, nan, nan, 0.9474125874125874, nan, nan, 0.389980732177264, nan, nan, 0.0, nan, 0.04484384506185358, nan, 0.18980540226546616, nan, nan, nan, nan, nan, 0.005356186395286556, nan, nan, nan, nan, nan, nan, 0.9975357037516294, nan, nan, nan, 0.9546052631578947, nan, 0.8376280006714789, nan, nan, nan, 0.13861386138613863, 0.2958630353987693, 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, 0.0006345177664974619, 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, 0.009702743230131428, nan, nan, nan, 0.0, nan, nan, nan, 0.20269467010105013, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2007	44.0	880	0.7255	0.2984	0.4337	0.7579	[0.8452743592317019, 0.15214607804932362, 0.8466132911199732, 0.6049051918529812, 0.7464001823654316, 0.8684299898116148, 0.924365279808587, 0.8641601229088426, 0.8602562567357203, 0.7799552183938776, 0.03519640234948605, 0.0, 0.0, 0.03902385401780807, 0.5953389830508474, 0.2969411764705882, 0.9238099383582055, 0.2009098755664245, nan, 0.10390026363121196, nan, nan, 0.765092415757615, 0.0, 0.003219142491413508, 0.16993087557603687, nan, 0.0, 0.0027573944882245695, nan, 0.5850587626843579, nan, nan, 0.6606167056986729, nan, nan, 0.34995685936151855, nan, nan, 0.0, nan, 0.0479020979020979, nan, 0.2393987801336044, nan, nan, nan, nan, nan, 0.012676307802178183, nan, nan, nan, nan, nan, nan, 0.9567894477587434, nan, nan, nan, 0.7226874003189793, nan, 0.5259935581760588, nan, nan, nan, 0.0, 0.26994604523016874, nan, nan, nan, nan, nan, nan, nan, 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, 0.0, 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, 0.024433271588603686, nan, nan, nan, 0.0, nan, nan, nan, 0.15079365079365079, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9175706394355913, 0.8133323413436501, 0.954797953788581, 0.9438944129462378, 0.9079716638380145, 0.9563313973952834, 0.924365279808587, 0.9668855198758506, 0.8602562567357203, 0.9514153866223135, 0.39033078880407124, nan, nan, 0.07724107919930374, 0.9036509237656851, 0.46223719874001906, 0.9313848605147317, 0.2323038058902415, nan, 0.10530653015357723, nan, nan, 0.8245308030419312, nan, 0.00913274845390479, 0.17401382473164734, nan, 0.0, 0.0031720169174235596, nan, 0.9990559429911381, nan, nan, 0.9468531468531468, nan, nan, 0.39075144508670523, nan, nan, 0.0, nan, 0.04862096937740824, nan, 0.2393987801336044, nan, nan, nan, nan, nan, 0.012676307802178183, nan, nan, nan, nan, nan, nan, 0.9979828926461214, nan, nan, nan, 0.9539473684210527, nan, 0.8292764814503945, nan, nan, nan, 0.0, 0.28654115640041433, 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, 0.0, 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, 0.024433271588603686, nan, nan, nan, 0.0, nan, nan, nan, 0.15434911828809195, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.2966	45.0	900	0.7265	0.2942	0.4371	0.7611	[0.8396264916662586, 0.1686397158191436, 0.8610715949681628, 0.5918708661557417, 0.7450934036939314, 0.8702783897456439, 0.9247640568921973, 0.860183834464005, 0.8711531553107412, 0.7761469595940812, 0.03575589210502733, 0.0, 0.0, 0.032119819740213836, 0.6013699740596627, 0.2913559114806211, 0.9333565431635892, 0.2027824131499808, nan, 0.06682277544983978, nan, nan, 0.7263112950372779, 0.0, 0.0006287855456318653, 0.26147039935304334, nan, 0.0, 0.002510460251046025, nan, 0.591848522589845, nan, nan, 0.6661411115490737, nan, nan, 0.353116769095698, nan, nan, 0.0, nan, 0.0445032715648569, nan, 0.23373511472553007, nan, nan, nan, nan, nan, 0.016068559185859668, nan, nan, nan, nan, nan, nan, 0.9552772971496221, nan, nan, nan, 0.7234063844691284, nan, 0.5193620081056347, nan, nan, nan, 0.05172413793103448, 0.24340380919098376, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6319514661274014, 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, 0.011114051336332363, nan, nan, nan, 0.0, nan, nan, nan, 0.18431221020092736, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9086781385816756, 0.8123651514024254, 0.9517698355477735, 0.9477834126328385, 0.9063360952275803, 0.9559354100668779, 0.9247640568921973, 0.9666945207114719, 0.8711531553107412, 0.9528258813553795, 0.40610687022900765, nan, nan, 0.06327241079199304, 0.9355570969165773, 0.4364149146582668, 0.9412082421885549, 0.2362334057571757, nan, 0.06769883880634286, nan, nan, 0.7714365450359311, nan, 0.001761829426146987, 0.2739938852148483, nan, 0.0, 0.0029120155307494973, nan, 0.9985382343088589, nan, nan, 0.9454545454545454, nan, nan, 0.38747591522158, nan, nan, 0.0, nan, 0.04517339282092882, nan, 0.23373511472553007, nan, nan, nan, nan, nan, 0.016068559185859668, nan, nan, nan, nan, nan, nan, 0.9980780392194175, nan, nan, nan, 0.9511842105263157, nan, 0.8335991270773879, nan, nan, nan, 0.1485148514851485, 0.2546152440138914, 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, 0.0, 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, 0.011114051336332363, nan, nan, nan, 0.0, nan, nan, nan, 0.18902318208836932, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1344	46.0	920	0.7262	0.3029	0.4399	0.7609	[0.8379831850647323, 0.16350025774543717, 0.8621211554990844, 0.5924812832322658, 0.7422484374736771, 0.8717342522840199, 0.92383357703044, 0.8596429177748854, 0.8589390492156628, 0.7784076492661886, 0.03785560466961351, 0.0, 0.0, 0.03104249667994688, 0.6038243568312472, 0.29285782125557985, 0.9343923206683268, 0.197497402147558, nan, 0.06265893099617331, nan, nan, 0.7365267500491127, nan, 0.001278319200101253, 0.2340912546919894, nan, 0.0, 0.0008897070102776499, nan, 0.5684589800443459, nan, nan, 0.6392512762336926, nan, nan, 0.35541223636046715, nan, nan, 0.0, nan, 0.0302316844082655, nan, 0.46115306418820795, nan, nan, nan, nan, nan, 0.006070344581324764, nan, nan, nan, nan, nan, nan, 0.9584563764525184, nan, nan, nan, 0.7217330398238944, nan, 0.5119545650465251, nan, nan, nan, 0.0547945205479452, 0.27110473457675754, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6504751847940866, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0019035532994923859, 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, 0.010496604039869455, nan, nan, nan, 0.0, nan, nan, nan, 0.18689788053949905, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9089254796650295, 0.8141135332192545, 0.9504377381810691, 0.9492293227727285, 0.9050137752364128, 0.9571893699401619, 0.92383357703044, 0.9671401854283554, 0.8589390492156628, 0.9504859276652643, 0.33994910941475825, nan, nan, 0.056962576153176674, 0.9338545936061542, 0.4517617756940883, 0.9424167544357126, 0.2370962544052062, nan, 0.06337869896366588, nan, nan, 0.7847275518035303, nan, 0.003631525960017259, 0.2430045528563358, nan, 0.0, 0.0010053386951397074, nan, 0.9993604775101258, nan, nan, 0.9457342657342658, nan, nan, 0.3928709055876686, nan, nan, 0.0, nan, 0.030597241938754818, nan, 0.46115306418820795, nan, nan, nan, nan, nan, 0.006070344581324764, nan, nan, nan, nan, nan, nan, 0.9974691011503221, nan, nan, nan, 0.949078947368421, nan, 0.8474064126238039, nan, nan, nan, 0.1188118811881188, 0.28782062998842384, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7503045066991474, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0019035532994923859, 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, 0.010496604039869455, nan, nan, nan, 0.0, nan, nan, nan, 0.19219338220725182, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0595	47.0	940	0.7287	0.2981	0.4346	0.7575	[0.838638158790685, 0.15932782682996297, 0.8618308930548472, 0.5975268904456646, 0.7426889144529099, 0.8689216490308643, 0.9244982055031238, 0.8442516660078915, 0.8601365105975333, 0.7754762173315906, 0.032783555411114725, 0.0, 0.0, 0.033558688787083575, 0.607489023278933, 0.29516022308346723, 0.9348854153089291, 0.21098235356274875, nan, 0.06430678466076696, nan, nan, 0.7275278149368658, 0.0, 0.00043311550171335394, 0.2086487615924908, nan, 0.0, 0.0028295781219427763, nan, 0.5866261398176292, nan, nan, 0.6335892155027149, nan, nan, 0.34228421970357453, nan, nan, 0.0, nan, 0.03691777744496031, nan, 0.2696049956433343, nan, nan, nan, nan, nan, 0.023567220139260846, nan, nan, nan, nan, nan, nan, 0.9548694235338024, nan, nan, nan, 0.7226335801480889, nan, 0.5302422107533928, nan, nan, nan, 0.022935779816513763, 0.26051341217190654, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6458982346832814, 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, 0.010673017553144572, nan, nan, nan, 0.0, nan, nan, nan, 0.16840478949401314, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9066405191807121, 0.8323785432631501, 0.9514196450029182, 0.944093848827602, 0.8967922827864748, 0.955649419218585, 0.9244982055031238, 0.9688989694003423, 0.8601365105975333, 0.952931872289078, 0.41068702290076337, nan, nan, 0.06566579634464752, 0.9247745759505643, 0.45747564281005054, 0.9442869102595263, 0.24908257357603983, nan, 0.06532650767886128, nan, nan, 0.7778552989604409, nan, 0.0012224938875305623, 0.2157040311056462, nan, 0.0, 0.0032586840463149137, nan, 0.9991777567987331, nan, nan, 0.9465734265734266, nan, nan, 0.3782273603082852, nan, nan, 0.0, nan, 0.037492395051713645, nan, 0.2696049956433343, nan, nan, nan, nan, nan, 0.023567220139260846, nan, nan, nan, nan, nan, nan, 0.9980970685340768, nan, nan, nan, 0.9502631578947368, nan, 0.8149236192714454, nan, nan, nan, 0.04950495049504951, 0.27514774873575826, 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, 0.0, 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, 0.010673017553144572, nan, nan, nan, 0.0, nan, nan, nan, 0.1727759064790965, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.1272	48.0	960	0.7383	0.3048	0.4409	0.7647	[0.8377753510905115, 0.18732857692143376, 0.8428338416575208, 0.5873472006186672, 0.7418166098397757, 0.8648836194932392, 0.9255616110594178, 0.8568198838507298, 0.8626511794994611, 0.7845108787032989, 0.03286805822341742, 0.0, 0.0, 0.05034949267192785, 0.5976069762725613, 0.29160368618655225, 0.922156209438936, 0.21037336862043018, nan, 0.08231061166149145, nan, 0.0, 0.7460307089186541, nan, 0.0059125739071738395, 0.32517553758385054, nan, 0.0, 0.0003332878849853808, nan, 0.5903560243349293, nan, nan, 0.6675845790715972, nan, nan, 0.3435326842837274, nan, nan, 0.0, nan, 0.01671854603875891, nan, 0.5593958756898054, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9599072597643005, nan, nan, nan, 0.7202281443603108, nan, 0.5274648077598552, nan, nan, nan, 0.0, 0.24514113836186952, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6514346439957492, 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, 0.009967363500044103, nan, nan, nan, 0.0, nan, nan, nan, 0.1058571706557696, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]	[0.9058631614901711, 0.8155643181310914, 0.9544477632437257, 0.9521068976324112, 0.8988283988117093, 0.9596752903907075, 0.9255616110594178, 0.9651506107994111, 0.8626511794994611, 0.9510240354825034, 0.39185750636132316, nan, nan, 0.09717145343777198, 0.929062362065704, 0.43809977291040947, 0.9305611817764455, 0.25286663270716164, nan, 0.08340616806093146, nan, nan, 0.7966231772831927, nan, 0.01700704731770459, 0.3447459373234522, nan, 0.0, 0.000381335367121958, nan, 0.9988427688278466, nan, nan, 0.9493706293706293, nan, nan, 0.3807321772639692, nan, nan, 0.0, nan, 0.01688298519570067, nan, 0.5593958756898054, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.9966318113053159, nan, nan, nan, 0.9636842105263158, nan, 0.8192882323317106, nan, nan, nan, 0.0, 0.258209955523061, 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, 0.0, 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, 0.009967363500044103, nan, nan, nan, 0.0, nan, nan, nan, 0.10778680404200515, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.0666	49.0	980	0.7229	0.2916	0.4431	0.7607	[0.8378168480600805, 0.16702223802539373, 0.8390719419692615, 0.5932649642710766, 0.7458148526867224, 0.8701101101101101, 0.9230360228632195, 0.8654258769522479, 0.8786971620165249, 0.7721077237110687, 0.03570813973498537, 0.0, 0.0, 0.03355978260869565, 0.6073799535698285, 0.29880478087649404, 0.9200884449543894, 0.2644167452609756, nan, 0.09112138046310407, nan, 0.0, 0.7593609096255636, 0.0, 0.0027280916226997813, 0.26072727272727275, nan, 0.0, 0.0033918301135525734, nan, 0.5936606205423409, nan, nan, 0.6509578544061303, nan, nan, 0.35769828926905134, nan, nan, 0.0, nan, 0.045239164048082196, nan, 0.2510891664246297, nan, nan, nan, nan, nan, 0.037671844313515446, nan, nan, nan, nan, nan, nan, 0.9546166026609395, nan, nan, nan, 0.722652372443915, nan, 0.5256287552507045, nan, nan, nan, 0.055350553505535055, 0.2479242872902514, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6245098039215686, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0031725888324873096, 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, 0.013760254035459116, nan, nan, nan, 0.0, nan, nan, nan, 0.18332370498748315, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan]	[0.9053184221994511, 0.8387396771073581, 0.9562948467058056, 0.9485241744779054, 0.8820644624576665, 0.9561334037310806, 0.9230360228632195, 0.9662011062034936, 0.8786971620165249, 0.9560382219613215, 0.4223918575063613, nan, nan, 0.06449086161879895, 0.9403493284570276, 0.44502234268551755, 0.9285087363957979, 0.323516264177227, nan, 0.09257085778499188, nan, nan, 0.810751412823554, nan, 0.0076226089457788, 0.27401880961084707, nan, 0.0, 0.003986687929002288, nan, 0.9987209550202516, nan, nan, 0.9504895104895105, nan, nan, 0.3988439306358382, nan, nan, 0.0, nan, 0.045984587304806326, nan, 0.2510891664246297, nan, nan, nan, nan, nan, 0.037671844313515446, nan, nan, nan, nan, nan, nan, 0.9980780392194175, nan, nan, nan, 0.9578947368421052, nan, 0.8297381232163841, nan, nan, nan, 0.1485148514851485, 0.2601596295619326, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7758830694275274, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0031725888324873096, 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, 0.013760254035459116, nan, nan, nan, 0.0, nan, nan, nan, 0.18862690707350901, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan]
0.4808	50.0	1000	0.7301	0.2965	0.4377	0.7652	[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]	[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]

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

nommis/nommis_model

segformer-b0-scene-parse-150

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

nommis/
nommis_model