Hugging Face's logo

nommis
/
final_segformer

Transformers
PyTorch
segformer
Generated from Trainer
Inference Endpoints
Model card Files Community
2
Edit model card

final_segformer

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: 0.6049
  • Mean Iou: 0.3447
  • Mean Accuracy: 0.5676
  • Overall Accuracy: 0.8226
  • Per Category Iou: [0.7326548261190029, 0.31403251023310264, 0.9683257053860633, 0.7656613170152077, 0.757276930666942, 0.7763142928638049, 0.8294222929302973, 0.9085291734197731, 0.40465645381465193, 0.7791935365674924, 0.0, 0.7775910859568447, 0.933100826663359, nan, 0.3629440157229978, 0.6522244125080773, 0.0, 0.4452428449293653, 0.34196252465483234, 0.35037349788892497, 0.06929248723559446, nan, 0.6822634757324983, 0.0, 0.0, nan, 0.942328838963983, 0.6631026269580487, nan, nan, nan, 0.9594628211313473, 0.0, nan, 0.584703235853954, nan, 0.3723730141768184, 0.0, nan, 0.8259911894273128, nan, 0.0, 0.10308946232402307, 0.09477124183006536, 0.8886679238813646, nan, nan, 0.8582377791188895, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9396076304131634, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8530927835051546, 0.15884194053208137, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6692727724000993, nan, nan, 0.0, 0.5950668036998972, nan, nan, 0.7356296621325142, 0.0, 0.20084121976866456, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5774251140646697, 0.05, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3490271438866202, 0.0, nan, nan, 0.0, nan, nan, 0.5098799492953545, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan]
  • Per Category Accuracy: [0.8157732759163365, 0.702416307881557, 0.9901226124761858, 0.9007108337125891, 0.9465649402333303, 0.8498462228088307, 0.8763460629300835, 0.9500476665681743, 0.48168342751909293, 0.7791935365674924, 0.0, 0.8805107022155464, 0.979024405181125, nan, 0.7747478175031619, 0.7461936534376433, nan, 0.582611938310737, 0.45757958981690217, 0.6249806890159123, 0.08987701040681173, nan, 0.990646921278254, nan, 0.0, nan, 0.9717725052337753, 0.8103726681681044, nan, nan, nan, 0.9714692424236642, nan, nan, 0.7224201824401368, nan, 0.4742763814535886, nan, nan, 0.8401639344262295, nan, 0.0, 0.10760642948416167, 0.1152099886492622, 0.9185568471789056, nan, nan, 0.9834716459197786, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.963325712167089, nan, nan, nan, nan, nan, nan, nan, nan, 0.8560049653460226, 0.6351192804067266, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6780236359064622, nan, nan, nan, 0.6447661469933185, nan, nan, 0.8501521298174443, 0.0, 0.24869791666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6417390537501654, 0.05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39835503769705277, 0.0, nan, nan, 0.0, nan, nan, 0.5098799492953545, nan, nan, nan, nan, nan, nan, nan, nan]

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 6e-05
  • train_batch_size: 4
  • 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
No log 1.0 34 0.4099 0.3924 0.6115 0.8582 [0.7895737886426407, 0.6517723052079128, 0.9790681253204105, 0.8023465851372054, 0.7544404336273537, 0.7761905309388581, 0.7886807031099092, 0.8705055048163957, 0.4732123295751386, 0.9010210155212673, 0.00604441945459657, 0.7159981857059547, 0.925089463220676, nan, 0.5452695829094608, 0.5559540223316022, 0.0, 0.45108934375823595, 0.24360162727225912, 0.39154358528815525, 0.3748902546093064, nan, 0.6488236289776574, nan, 0.0, nan, 0.9523320935402505, 0.5932424471934696, nan, nan, nan, 0.9675527258852488, 0.0, 0.0, 0.700149387511204, 0.0, 0.41872612458096203, 0.0, nan, 0.7851718714895529, nan, 0.0, 0.20415078356628547, 0.0, 0.7057254258157193, 0.0, nan, 0.8861777807326641, nan, nan, nan, nan, nan, 0.017542738456622464, nan, nan, 0.9361249325580001, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8991798359671934, 0.1630449185106665, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.7601681295586599, nan, nan, 0.0, 0.7805825242718447, nan, nan, 0.7402959468153549, 0.0, 0.162227602905569, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8398942295389602, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.35974329054842474, 0.0, 0.0, nan, 0.0, nan, nan, 0.9907799836419064, nan, 0.0, nan, nan, nan, 0.0, nan, nan] [0.9044820696231601, 0.709269835691064, 0.9889013726735382, 0.8872273873249102, 0.9426569816218386, 0.8406258171358842, 0.8579082838682566, 0.9516978775833329, 0.5069601169949627, 0.9013263960134839, 0.00661258698243051, 0.8298911002628614, 0.9795985546743424, nan, 0.7936576487645371, 0.7282638193541142, nan, 0.5470793490131316, 0.5202067410787925, 0.7310366136258304, 0.40397350993377484, nan, 0.9959080280592362, nan, 0.0, nan, 0.9715631542219121, 0.8986742021841669, nan, nan, nan, 0.9870970450286796, nan, nan, 0.8350199543899658, nan, 0.4873423464295436, nan, nan, 0.9548633879781421, nan, 0.0, 0.2107068397336741, 0.0, 0.7312872129288347, nan, nan, 0.9217842323651452, nan, nan, nan, nan, nan, 0.01998689384010485, nan, nan, 0.9649323364023976, nan, nan, nan, nan, nan, nan, nan, nan, 0.9299679321402711, 0.9624560031286664, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7730701533819462, nan, nan, nan, 0.9512806236080178, nan, nan, 0.8752535496957403, 0.0, 0.17447916666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8683363463997531, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4226182316655243, 0.0, nan, nan, 0.0, nan, nan, 0.9935873536649019, nan, nan, nan, nan, nan, nan, nan, nan]
No log 2.0 68 0.4758 0.3795 0.6006 0.8343 [0.751878165329026, 0.3370218551918578, 0.9763034087301206, 0.8144820643735031, 0.7545900490539593, 0.7180163301181968, 0.7164431280115141, 0.8768919319964387, 0.6099629347718172, 0.8524264375921533, 0.01029310851877267, 0.5943792325056434, 0.9223843752268932, nan, 0.5528213739800641, 0.60410600563661, nan, 0.4545798806023345, 0.33462883793237463, 0.3646815682812312, 0.35784313725490197, nan, 0.6735760474798477, nan, 0.0, nan, 0.9508956724787374, 0.6269341355182901, nan, nan, nan, 0.9674200384923577, 0.0, 0.0, 0.6799495889095601, nan, 0.42194950363480027, 0.0, nan, 0.8840855582828232, nan, 0.0, 0.0, 0.0, 0.7557161272813624, 0.0, nan, 0.8896939897780941, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9071624087591241, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.8975727666431664, 0.19378710254533627, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.781856383636139, nan, nan, 0.0, 0.7931396569828492, nan, nan, 0.7513249947000212, 0.0, 0.18270401948842874, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7585528566541225, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3395642338373616, 0.0, 0.0, nan, 0.0, nan, nan, 0.9850346213982578, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8334891550422118, 0.7404797469466655, 0.9914122417077817, 0.8942598732924459, 0.9265518898027377, 0.7730447883851527, 0.9021116772600725, 0.9224791075480429, 0.6655442612887501, 0.8526216473691924, 0.012110261043404713, 0.659181374389786, 0.9725326882444805, nan, 0.7921152481722553, 0.7261302065299782, nan, 0.5435633806568468, 0.5207565843734535, 0.7019542715896802, 0.41438032166508987, nan, 0.9877890361132762, nan, 0.0, nan, 0.973307745987439, 0.801470275782943, nan, nan, nan, 0.9860017631367042, nan, nan, 0.8074401368301026, nan, 0.48979221486253516, nan, nan, 0.9644262295081967, nan, 0.0, 0.0, 0.0, 0.7895165863339949, nan, nan, 0.9510373443983402, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9830068590496199, nan, nan, nan, nan, nan, nan, nan, nan, 0.9218992448536257, 0.9319515056707078, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.795323107870254, nan, nan, nan, 0.9462694877505567, nan, nan, 0.8985801217038539, 0.0, 0.1953125, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7821332510251775, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3909527073337903, 0.0, nan, nan, 0.0, nan, nan, 0.9865036164342704, nan, nan, nan, nan, nan, nan, nan, nan]
No log 3.0 102 0.4677 0.4126 0.6091 0.8363 [0.7577584081630948, 0.38862957211951193, 0.9783660688869912, 0.8124463292510536, 0.7521159775065529, 0.7484274921518347, 0.8284574468085106, 0.8781548122207463, 0.41747180580387844, 0.8041184229810934, 0.02012000143714296, 0.7527752441547463, 0.9206270698034493, nan, 0.4385770618340465, 0.5490514510432218, 0.0, 0.4381432200835379, 0.3710471647303224, 0.32195986035393054, 0.3497942386831276, nan, 0.6754184007792438, nan, 0.0, nan, 0.9492431292528622, 0.5837156604934818, nan, nan, nan, 0.9684890782606091, 0.0, 0.0, 0.6789179653043222, 0.0, 0.4239012268985867, 0.0, nan, 0.8695887712386112, nan, 0.0, 0.17288684671581106, 0.0, 0.7540519429798868, nan, nan, 0.8900675024108003, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9395383693045564, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8826556351528605, 0.1836797774515107, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8488555165314279, nan, nan, 0.0, 0.8045785143674735, nan, nan, 0.7361287590004235, 0.0, 0.1375, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8128547383254394, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3348751156336725, 0.0, 0.0, nan, 0.0, nan, nan, 0.9949049797314887, nan, nan, nan, nan, nan, 0.0, nan, nan] [0.8456222648627099, 0.7279061593884545, 0.990586683601192, 0.8884915732975027, 0.9341168372066342, 0.8104182490567917, 0.8835951042706309, 0.9324584241599813, 0.43843320634806, 0.8041184229810934, 0.021529352966052823, 0.8471147828263863, 0.9831965581651714, nan, 0.8062744856094025, 0.705523998465296, nan, 0.5420451215939056, 0.5303238577005553, 0.7230418662135022, 0.402081362346263, nan, 0.9908417770849571, nan, 0.0, nan, 0.9698360083740405, 0.886648536098245, nan, nan, nan, 0.987150473413654, nan, nan, 0.8227622576966933, nan, 0.4953271028037383, nan, nan, 0.9648633879781421, nan, 0.0, 0.17586925818817675, 0.0, 0.8211298554011908, nan, nan, 0.9574688796680498, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9683927578322932, nan, nan, nan, nan, nan, nan, nan, nan, 0.90493431260991, 0.9296050058662495, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.881191853155645, nan, nan, nan, 0.9393095768374164, nan, nan, 0.8813387423935092, 0.0, 0.14322916666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9156488381321928, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3969842357779301, 0.0, nan, nan, 0.0, nan, nan, 0.9973902020729252, nan, nan, nan, nan, nan, nan, nan, nan]
No log 4.0 136 0.4451 0.3986 0.6062 0.8542 [0.7925532079736293, 0.5682686702506639, 0.9788751169430482, 0.8088236245431316, 0.7537738619676946, 0.7688211677477181, 0.8148221100578604, 0.8707500338228101, 0.409519217756124, 0.8272570716693537, 0.011077941229363737, 0.7516643886953838, 0.9292796680859089, nan, 0.40605872300761225, 0.561599262751214, nan, 0.4612188997945674, 0.36782456821269166, 0.36812411847672777, 0.40465918895599656, nan, 0.6718405503130788, nan, 0.0, nan, 0.949401537319672, 0.6557168363973019, nan, nan, nan, 0.9682746778541355, 0.0, 0.0, 0.6679300291545189, nan, 0.4199254382485921, 0.0, nan, 0.8730630229219268, nan, 0.0, 0.12699151837685016, 0.0, 0.7356488833327702, nan, nan, 0.8929720684772815, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9400503778337531, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.8715549679650157, 0.17343470483005366, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8327832783278328, nan, nan, 0.0, 0.812972838893712, nan, nan, 0.7442528735632183, 0.0, 0.15432098765432098, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.787654615598775, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39997611369879377, 0.0, 0.0, nan, 0.0, nan, nan, 0.9790332191270669, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8943901853306878, 0.7708900799578244, 0.9864637780274534, 0.9032211458581656, 0.9201987680967166, 0.9025040156392026, 0.869202080159689, 0.9329211522486912, 0.4370610432050842, 0.8272570716693537, 0.011841144131329053, 0.8535986982100388, 0.9807774749670821, nan, 0.8063053336212481, 0.741355592779405, nan, 0.5382095197506859, 0.5210864903502502, 0.6653020237911323, 0.44370860927152317, nan, 0.9896076903091712, nan, 0.0, nan, 0.9707431960921145, 0.842710236688905, nan, nan, nan, 0.9856201318154584, nan, nan, 0.81634834663626, nan, 0.48035568460212325, nan, nan, 0.9636612021857923, nan, 0.0, 0.1283879211782904, 0.0, 0.7716543804933371, nan, nan, 0.9595435684647303, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9801025767781004, nan, nan, nan, nan, nan, nan, nan, nan, 0.8865211544429502, 0.75831052014079, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8565501634397787, nan, nan, nan, 0.9124443207126949, nan, nan, 0.9193711967545639, 0.0, 0.16276041666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8732307420962123, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4590815627141878, 0.0, nan, nan, 0.0, nan, nan, 0.9801282529267019, nan, nan, nan, nan, nan, nan, nan, nan]
No log 5.0 170 0.4378 0.4268 0.6127 0.8487 [0.7838558484357825, 0.4423435115747403, 0.9801142004755932, 0.7856299293622976, 0.7518859109348649, 0.7593764282842967, 0.8082851887354595, 0.894111093426707, 0.421081495151378, 0.8360508573941081, 0.0, 0.722557221113423, 0.9283495412777605, nan, 0.4246381868634, 0.5963426655386264, nan, 0.4259776825455976, 0.3547547010838344, 0.33567197996581466, 0.516, nan, 0.6751829673985362, nan, 0.0, nan, 0.9513513971641424, 0.6682878907445283, nan, nan, nan, 0.9672510676556529, 0.0, nan, 0.6656495204882301, nan, 0.41609232248757816, 0.0, nan, 0.8927173857803526, nan, 0.0, 0.2301095604538933, 0.0, 0.7929898621638044, nan, nan, 0.9028758169934641, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9203354297693921, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.9205940594059406, 0.18680037313432835, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7829687306884192, nan, nan, 0.0, 0.8207759699624531, nan, nan, 0.7372057870870222, 0.0, 0.17105263157894737, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8041413669624786, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3432063939821345, 0.0, 0.0, nan, 0.0, nan, nan, 0.994308882606755, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8786887195185925, 0.715736754239522, 0.9885838503248497, 0.8962392273295335, 0.9462637764504263, 0.8585498873130705, 0.8194305825497715, 0.9395665966070323, 0.4366818928629462, 0.8360508573941081, 0.0, 0.8519464263362123, 0.9814587990323668, nan, 0.7883517907270876, 0.7189807319789259, nan, 0.5480648855978478, 0.5093198438445043, 0.6522864205159895, 0.6102175969725638, nan, 0.9886983632112237, nan, 0.0, nan, 0.9791434054431263, 0.8816555475290019, nan, nan, nan, 0.9853644388302236, nan, nan, 0.7617588369441277, nan, 0.4711006260774884, nan, nan, 0.9598907103825136, nan, 0.0, 0.2373058040217903, 0.0, 0.8787921746526793, nan, nan, 0.9553250345781467, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9765803621083854, nan, nan, nan, nan, nan, nan, nan, nan, 0.9618289024516395, 0.9397731716855691, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7964546140306764, nan, nan, nan, 0.9128619153674833, nan, nan, 0.8656186612576064, 0.0, 0.18619791666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9109749107103488, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4002741603838245, 0.0, nan, nan, 0.0, nan, nan, 0.9966072626948028, nan, nan, nan, nan, nan, nan, nan, nan]
No log 6.0 204 0.4332 0.4301 0.6187 0.8598 [0.8020267501440416, 0.6496986232308479, 0.97362599394396, 0.8007705423306446, 0.7657066971570133, 0.7457782418308313, 0.8083589398886115, 0.8933475926724024, 0.3873581847649919, 0.887087912087912, 0.009961545504486358, 0.7117151351230525, 0.931148994302988, nan, 0.3748600183248738, 0.5613468699998584, 0.0, 0.4537041196819264, 0.4125902711541082, 0.33652433953249694, 0.5442729488220959, nan, 0.6867792608735132, nan, 0.0, nan, 0.9446213201089136, 0.6353188039486861, nan, nan, nan, 0.9674941164125856, 0.0, nan, 0.6604531115572125, nan, 0.39172749391727496, 0.0, nan, 0.8966317635528963, nan, 0.0, 0.4409673257523478, 0.08582089552238806, 0.8048948876385101, nan, nan, 0.8721590909090909, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9375586144304946, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.8469211195928753, 0.18401053804843448, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8107041558761869, nan, nan, 0.0, 0.810031746031746, nan, nan, 0.7505385609651013, 0.0, 0.17464114832535885, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8312394298139647, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4637181224590366, 0.0, 0.0, nan, 0.0, nan, nan, 0.9889021301951437, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.9103504472976786, 0.7699850628240049, 0.9911142591959358, 0.8821092401158717, 0.9219842390953613, 0.8715867066777901, 0.8844093081893155, 0.9360598981998205, 0.401303554985827, 0.8873479407885094, 0.010457114297797086, 0.7970960070096382, 0.9809612028049116, nan, 0.795107505321282, 0.7419732175442865, nan, 0.5379964307593958, 0.499477648870072, 0.7345125907616252, 0.6338694418164617, nan, 0.982527929332294, nan, 0.0, nan, 0.965361130495464, 0.8491480049292482, nan, nan, nan, 0.9852575820602748, nan, nan, 0.8206242873432155, nan, 0.4528627166318846, nan, nan, 0.9498907103825137, nan, 0.0, 0.4942161544152263, 0.09137343927355278, 0.8263751063226538, nan, nan, 0.976625172890733, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9575171476240499, nan, nan, nan, nan, nan, nan, nan, nan, 0.8607634219509672, 0.7102072741493938, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8265023887352275, nan, nan, nan, 0.887945434298441, nan, nan, 0.8833671399594321, 0.0, 0.19010416666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9102253185766568, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5159698423577793, 0.0, nan, nan, 0.0, nan, nan, 0.9900082022220565, nan, nan, nan, nan, nan, nan, nan, nan]
No log 7.0 238 0.4407 0.4100 0.6186 0.8573 [0.7985606971248648, 0.5902534535673878, 0.9777806709195851, 0.791430642266332, 0.7691987389209446, 0.7650941115887046, 0.8405137215114696, 0.896849841179716, 0.35266890239642285, 0.8721465786413457, 0.0, 0.7469846984698469, 0.9267212367284018, nan, 0.503359664985248, 0.5803722128453407, 0.0, 0.45141739560274236, 0.26908073270013566, 0.3358689162594255, 0.3441441441441441, nan, 0.665099473248879, nan, 0.0, nan, 0.9435159485887528, 0.5968662594896968, nan, nan, nan, 0.9648158721096203, 0.0, nan, 0.6548817739563298, 0.0, 0.39984917043740575, 0.0, nan, 0.8928515807506618, nan, 0.0, 0.5263525915566821, 0.015129331381161543, 0.8071182548794489, nan, nan, 0.8533719038148617, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9389579508172049, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8063228974831185, 0.18941214159859043, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7215632413534774, nan, nan, 0.0, 0.8108779336893084, nan, nan, 0.73989898989899, 0.0, 0.17427884615384615, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7944415933046465, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.528141592920354, 0.0, nan, nan, 0.0, nan, nan, 0.9950450786081514, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan] [0.885191264347449, 0.765503910025481, 0.9905671437643496, 0.9189620671969024, 0.9272259230311418, 0.9064885258557358, 0.8921048484530125, 0.933439630709535, 0.3645440265766335, 0.8724901069910597, 0.0, 0.8310426836900738, 0.9802339467801696, nan, 0.8157448252460129, 0.7336539991203526, nan, 0.5594651466318621, 0.5233958321878265, 0.5866290746176425, 0.36140018921475875, nan, 0.9923356716030137, nan, 0.0, nan, 0.9637212142358688, 0.8886669782858114, nan, nan, nan, 0.9802620280651674, nan, nan, 0.8250427594070695, nan, 0.48108157154523185, nan, nan, 0.9398360655737705, nan, 0.0, 0.6075055484565203, 0.017593643586833144, 0.8720229656932237, nan, nan, 0.979253112033195, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9638200580856454, nan, nan, nan, nan, nan, nan, nan, nan, 0.8152477500775835, 0.9249120062573328, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.726552677897913, nan, nan, nan, 0.9089643652561247, nan, nan, 0.8914807302231237, 0.0, 0.18880208333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8873407116715905, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6135709389993146, 0.0, nan, nan, 0.0, nan, nan, 0.9957870404891507, nan, nan, nan, nan, nan, nan, nan, nan]
No log 8.0 272 0.4366 0.3956 0.6145 0.8601 [0.8040508902005498, 0.64098621502119, 0.9771342639006709, 0.801379973116591, 0.7609859228757637, 0.7531138222582802, 0.8179943284351637, 0.894888041668904, 0.38038173471853104, 0.8979565667390249, 0.0, 0.7687082096088527, 0.9372560549818075, nan, 0.4376169113873761, 0.5719367844591535, 0.0, 0.4503125814014066, 0.29478063774955754, 0.3543482622556123, 0.28957528957528955, nan, 0.6797694628303841, nan, 0.0, nan, 0.936840119046598, 0.6929483038566964, nan, nan, nan, 0.9657043506995817, 0.0, nan, 0.6427735206470838, nan, 0.3915108795586883, 0.0, nan, 0.8874772221097388, 0.0, 0.0, 0.5438860117530254, 0.05283842794759825, 0.820763389969015, nan, nan, 0.8730609974661641, nan, nan, nan, nan, nan, 0.001383427988932576, nan, nan, 0.9388341295277257, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.803835560542691, 0.19108172261783654, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6745033945184813, nan, nan, 0.0, 0.8064438276819115, nan, nan, 0.7329557830538009, 0.0, 0.18364928909952608, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7161537549875558, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5280362389813908, 0.0, nan, nan, 0.0, nan, nan, 0.8155245693833421, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8927814524759331, 0.73623583164924, 0.9903180108446095, 0.9216602012584069, 0.9368990169153658, 0.9189027654991222, 0.8333771077375637, 0.9291078267947439, 0.4263816419015292, 0.8980470467536275, 0.0, 0.9008386531480786, 0.9761230364087332, nan, 0.8154980411512478, 0.744715097182321, nan, 0.5525663905388488, 0.5220212239511739, 0.6138961841495443, 0.3547776726584674, nan, 0.9805793712652637, nan, 0.0, nan, 0.9528000697836706, 0.8432838992053712, nan, nan, nan, 0.9814374525346045, nan, nan, 0.8608181299885975, nan, 0.46366028491062516, nan, nan, 0.958087431693989, nan, 0.0, 0.6815858497545229, 0.06867196367763904, 0.8543025233909839, nan, nan, 0.9769709543568464, nan, nan, nan, nan, nan, 0.001383427988932576, nan, nan, 0.9593709448186368, nan, nan, nan, nan, nan, nan, nan, nan, 0.8151443053687804, 0.8815017598748534, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6745033945184813, nan, nan, nan, 0.9302616926503341, nan, nan, 0.8531947261663286, 0.0, 0.20182291666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7993297764451696, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5912268677176148, 0.0, nan, nan, 0.0, nan, nan, 0.8155245693833421, nan, nan, nan, nan, nan, nan, nan, nan]
No log 9.0 306 0.4803 0.4011 0.6079 0.8393 [0.7630492904931592, 0.40970070234406114, 0.9766849237201998, 0.7758249553582349, 0.7558808918500336, 0.7361635093915556, 0.8171638117739712, 0.9022714846134654, 0.3252123418270064, 0.8356569690751868, 0.0, 0.7366005428186854, 0.9270084040881637, nan, 0.42356922664522184, 0.6258951452590233, 0.0, 0.4491813141948515, 0.29086135450605766, 0.3306038213168231, 0.4217171717171717, nan, 0.6749433660551681, nan, 0.0, nan, 0.9399611167010591, 0.5863554177017949, nan, nan, nan, 0.967671195967413, 0.0, nan, 0.6405529953917051, nan, 0.3939961013645224, 0.0, nan, 0.8461702127659575, nan, 0.0, 0.3068192717158477, 0.08118219229330341, 0.8316311254532752, nan, nan, 0.8644379132990448, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9401168889554923, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8085717215215831, 0.1933958418263351, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7653769841269841, nan, nan, 0.0, 0.7993540051679586, nan, nan, 0.7535181236673774, 0.0, 0.17341040462427745, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7861542059717783, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4837986041874377, 0.0, 0.0, nan, 0.0, nan, nan, 0.9266273954216688, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8397422297037367, 0.7411475265793867, 0.990430364906453, 0.9164698148509344, 0.9274051871876322, 0.9135610314900823, 0.8720649261963545, 0.9475835001198633, 0.33873472114395076, 0.8356569690751868, 0.0, 0.8356990862435849, 0.9845898276020455, nan, 0.7798994354813832, 0.7336539991203526, nan, 0.5568015342407373, 0.5055809094408094, 0.5753900818785725, 0.4739829706717124, nan, 0.9869446609508964, nan, 0.0, nan, 0.9615579204466155, 0.8474907576594569, nan, nan, nan, 0.9868375357302325, nan, nan, 0.8122862029646523, nan, 0.4584883404409763, nan, nan, 0.8692896174863388, nan, 0.0, 0.32271840742484365, 0.123155505107832, 0.8859512333427843, nan, nan, 0.9763485477178423, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9691342767101279, nan, nan, nan, nan, nan, nan, nan, nan, 0.8157649736215993, 0.9276495893625342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7759617802363591, nan, nan, nan, 0.8612193763919822, nan, nan, 0.8960446247464503, 0.0, 0.1953125, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.889280832488205, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.532145305003427, 0.0, nan, nan, 0.0, nan, nan, 0.9266273954216688, nan, nan, nan, nan, nan, nan, nan, nan]
No log 10.0 340 0.4947 0.4086 0.5987 0.8349 [0.7615373264895288, 0.36224429627613736, 0.9743266337706101, 0.7792383452083965, 0.7567759169251884, 0.7537972912929715, 0.7791016696715529, 0.895747264810857, 0.3524421489283826, 0.8332173212192263, 0.0, 0.7469956243965571, 0.9355237732755592, nan, 0.3688836138075255, 0.6050574607459602, 0.0, 0.4322746958135698, 0.3933588761174968, 0.3242607852641784, 0.296137339055794, nan, 0.6749966709574327, nan, 0.0, nan, 0.941720826296846, 0.5719388677880267, nan, nan, nan, 0.9631851824022242, 0.0, nan, 0.650875979714154, nan, 0.3905894832550386, nan, nan, 0.8851965314917701, nan, 0.0, 0.2353908188585608, 0.0, 0.8365381307832548, nan, nan, 0.852287899016871, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9404900468558809, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8390945243193637, 0.17492625368731562, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7766009852216749, nan, nan, 0.0, 0.8041040020392557, nan, nan, 0.7605724049551473, 0.0, 0.17001180637544275, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.8044234784626092, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5152389313934529, 0.0, 0.0, nan, 0.0, nan, nan, 0.7829020952949072, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8422987160446621, 0.7017309551006062, 0.988676664549851, 0.909350641845278, 0.9568188499845833, 0.8555366014618172, 0.7831328465619583, 0.9416405104504073, 0.3911657970281835, 0.8333394401289755, 0.0, 0.9103266992114157, 0.9784655663410601, nan, 0.8053490452540334, 0.7424879048483544, nan, 0.5583197933036784, 0.4911200307912245, 0.5167233122199907, 0.32639545884578997, nan, 0.9877240841777085, nan, 0.0, nan, 0.9631280530355897, 0.8062507967534951, nan, nan, nan, 0.9783920345910629, nan, nan, 0.8048745724059293, nan, 0.4677433989656111, nan, nan, 0.9315846994535519, nan, 0.0, 0.25519537292353217, 0.0, 0.8618868726963425, nan, nan, 0.9712309820193638, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.973645183216956, nan, nan, nan, nan, nan, nan, nan, nan, 0.8512465087410779, 0.9276495893625342, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7928086497359819, nan, nan, nan, 0.8782015590200446, nan, nan, 0.9028904665314401, 0.0, 0.1875, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.9173243970192689, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5631254283755998, 0.0, nan, nan, 0.0, nan, nan, 0.7829020952949072, nan, nan, nan, nan, nan, nan, nan, nan]
No log 11.0 374 0.4762 0.3957 0.5988 0.8475 [0.7904149742473096, 0.5711637268923142, 0.9751564145598992, 0.7672420995305977, 0.7594172479054767, 0.7653626647296876, 0.743812883836404, 0.8938581897822516, 0.3256919414040541, 0.8440660266744834, 0.0, 0.7288643722268857, 0.9312437904752235, nan, 0.3920841821495857, 0.6057092225903382, 0.0, 0.4492490654307763, 0.35121969929426206, 0.35328002025615596, 0.2694099378881988, nan, 0.6637353983462396, nan, 0.0, nan, 0.9398623098706188, 0.564578654498119, nan, nan, nan, 0.962515055889714, 0.0, nan, 0.6052212858742413, nan, 0.3854692230070636, 0.0, nan, 0.8722604552673372, nan, 0.0, 0.49171125339882465, 0.08373732921992066, 0.7904254573491274, nan, nan, 0.8339718276654683, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9375616757872073, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.7824982213639597, 0.17203495630461924, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7044359322871617, nan, nan, 0.0, 0.8069425229530877, nan, nan, 0.7278132569918521, 0.0, 0.16346153846153846, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6421164270563281, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5393140457302846, 0.0, 0.0, nan, 0.0, nan, nan, 0.7409961971515919, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8801820432772453, 0.7579650294350233, 0.9905476039275072, 0.8956035223833156, 0.9235976165037753, 0.9184047017220555, 0.7475442559226769, 0.9465465431981759, 0.35565204831458647, 0.8440660266744834, 0.0, 0.9129553135561397, 0.9830357963070705, nan, 0.7896474072246044, 0.735675316532692, nan, 0.5473723463761554, 0.5034915049210975, 0.6466476131623667, 0.3282876064333018, nan, 0.985385814497272, nan, 0.0, nan, 0.9669661549197488, 0.8385671185144266, nan, nan, nan, 0.9789492163200818, nan, nan, 0.7318985176738882, nan, 0.48525542146810635, nan, nan, 0.9003825136612021, nan, 0.0, 0.5655390409576972, 0.10783200908059024, 0.7993337113694358, nan, nan, 0.9785615491009682, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.968701724031391, nan, nan, nan, nan, nan, nan, nan, nan, 0.7964208130754112, 0.8083691826359014, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7167462911742519, nan, nan, nan, 0.8930957683741648, nan, nan, 0.8379817444219066, 0.0, 0.17708333333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7207989770272057, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6337217272104181, 0.0, nan, nan, 0.0, nan, nan, 0.7409961971515919, nan, nan, nan, nan, nan, nan, nan, nan]
No log 12.0 408 0.4745 0.3824 0.5877 0.8467 [0.7846357187284617, 0.4698568097492151, 0.9799695409384291, 0.779785423237681, 0.7571621304551853, 0.7936978462574176, 0.7660720296196567, 0.907214110771236, 0.38671345336806723, 0.8657848453759344, 0.0, 0.7437658408960838, 0.923573147516253, nan, 0.3732520360112786, 0.6061325912686741, 0.0, 0.444213112364931, 0.3907279103583953, 0.35513911507672546, 0.14430379746835442, nan, 0.6774725764737358, nan, 0.0, nan, 0.9406386091453457, 0.5661557269136731, nan, nan, nan, 0.9687166779304648, 0.0, nan, 0.5900341685649203, nan, 0.3711238844350325, 0.0, nan, 0.8310889619340472, nan, 0.0, 0.09334323826749782, 0.008108108108108109, 0.7827798277982779, nan, nan, 0.8139907338557456, nan, nan, nan, nan, nan, 0.0009451452251990258, nan, nan, 0.9445495779640143, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.8239754098360655, 0.1757566895744992, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7537128712871287, nan, nan, 0.0, 0.7601615424700364, nan, nan, 0.7525795356835769, 0.0, 0.17452830188679244, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7111128706599628, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.45601229350749134, 0.0, 0.0, nan, 0.0, nan, nan, 0.8030348221609127, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8705925965647725, 0.7666373780862842, 0.9901421523130282, 0.911738147353517, 0.9255838633576894, 0.9101617462116024, 0.777118243420707, 0.9623183234748092, 0.4248108761983859, 0.8657848453759344, 0.0, 0.9109525597696834, 0.9842147165998102, nan, 0.8044544529105099, 0.7521453102628648, nan, 0.5683083397703966, 0.5023368340023093, 0.597983933261239, 0.16177861873226113, nan, 0.986814757079761, nan, 0.0, nan, 0.9646632937892533, 0.7674967067522203, nan, nan, nan, 0.9846393393198567, nan, nan, 0.7383836944127709, nan, 0.4452409037292442, nan, nan, 0.8566120218579235, nan, 0.0, 0.09718205662788351, 0.01021566401816118, 0.7894102636801814, nan, nan, 0.9841632088520055, nan, nan, nan, nan, nan, 0.0009465559924275521, nan, nan, 0.9715442130630909, nan, nan, nan, nan, nan, nan, nan, nan, 0.8319023481948898, 0.9401642549863121, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7656525018858436, nan, nan, nan, 0.8122216035634744, nan, nan, 0.8876774847870182, 0.0, 0.19270833333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7920102297279421, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4881425633995888, 0.0, nan, nan, 0.0, nan, nan, 0.8030348221609127, nan, nan, nan, nan, nan, nan, nan, nan]
No log 13.0 442 0.4674 0.3920 0.6032 0.8477 [0.7693530697718926, 0.46130850037160703, 0.9763910195181723, 0.7787162005616121, 0.7540597261405078, 0.7872044432689764, 0.7894546207182035, 0.9014465973285465, 0.38962729625046205, 0.8815495383262495, 0.0, 0.7462589732320378, 0.9389519695642895, nan, 0.38779138978044997, 0.6268788752418941, 0.0, 0.4447732577525842, 0.33920303328593826, 0.33735590778097985, 0.12478920741989882, nan, 0.6692521263937243, nan, 0.0, nan, 0.9415588830157894, 0.6485414235705951, nan, nan, nan, 0.9676401124648547, 0.0, nan, 0.58353104565708, nan, 0.3931527464258841, 0.0, nan, 0.8775563575500811, nan, 0.0, 0.510979067382518, 0.04894046417759838, 0.8499808515823556, nan, nan, 0.8416106584190804, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9467205750224618, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.7536008230452675, 0.1746948322491046, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7210460772104608, nan, nan, 0.0, 0.8000251224720513, nan, nan, 0.7425805093664491, 0.0, 0.18729096989966554, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7020408163265306, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.56, 0.0, nan, nan, 0.0, nan, nan, 0.733539631645664, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8529245131251617, 0.7308057288463228, 0.9887157442235357, 0.9104992451003764, 0.9429653159710022, 0.9265293670854553, 0.8014393024110942, 0.9518985789230143, 0.4377019878310795, 0.8815495383262495, 0.0, 0.8926523970459381, 0.9767967051474415, nan, 0.7938735848474566, 0.7427031377209646, nan, 0.5684681565138641, 0.5115742013526146, 0.5787115711416654, 0.1400189214758751, nan, 0.9863600935307872, nan, 0.0, nan, 0.9664776692254012, 0.8266264394679811, nan, nan, nan, 0.9850591337732271, nan, nan, 0.7186431014823261, nan, 0.47409490971781143, nan, nan, 0.9168306010928962, nan, 0.0, 0.5696751630909946, 0.055051078320090804, 0.865253756733768, nan, nan, 0.9785615491009682, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9766730519681147, nan, nan, nan, nan, nan, nan, nan, nan, 0.757732491983035, 0.9346890887759093, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7279356298717626, nan, nan, nan, 0.8865534521158129, nan, nan, 0.8945233265720081, 0.0, 0.21875, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.788747299263636, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6640164496230295, 0.0, nan, nan, 0.0, nan, nan, 0.733539631645664, nan, nan, nan, nan, nan, nan, nan, nan]
No log 14.0 476 0.5126 0.3872 0.5987 0.8371 [0.7524063684673707, 0.36591968649354745, 0.9774688167264084, 0.7777208054185831, 0.7457458081406221, 0.7985558511086992, 0.8126733186471427, 0.8998117905490064, 0.3738844758262234, 0.8673457236811973, 0.0, 0.7651825297499099, 0.9314810505802623, nan, 0.45173683081981275, 0.6362460786896238, 0.0, 0.44884777263824643, 0.23632574217161448, 0.36497329241959314, 0.19344262295081968, nan, 0.663055822486241, nan, 0.0, nan, 0.9416944211391622, 0.5971728320373021, nan, nan, nan, 0.9684101657061058, 0.0, nan, 0.56781365210591, nan, 0.3913010301411675, 0.0, nan, 0.887879424430207, nan, 0.0, 0.3965392707973495, 0.0945273631840796, 0.8676901082442644, nan, nan, 0.8426612855362337, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9483981487046944, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.8085933503836317, 0.1831457255856404, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6468382904273932, nan, nan, 0.0, 0.7963943519919314, nan, nan, 0.7404980340760158, 0.0, 0.19815668202764977, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6798288652510107, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5085597988746559, 0.0, 0.0, nan, 0.0, nan, nan, 0.6542763403176497, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8292330074677845, 0.7137861347860469, 0.9884128767524791, 0.9149058362048414, 0.9436752020307043, 0.8840632042933098, 0.8235803960708095, 0.9408767303521751, 0.4130030512575153, 0.8673695588450828, 0.0, 0.9030667167355113, 0.9806549897418624, nan, 0.7798685874695376, 0.7458941990061856, nan, 0.5737953812961137, 0.5112442953758178, 0.6201529429939749, 0.22327341532639547, nan, 0.9859703819173812, nan, 0.0, nan, 0.9692864619678995, 0.8598776186631538, nan, nan, nan, 0.986242190869089, nan, nan, 0.7244156214367161, nan, 0.46529353053261957, nan, nan, 0.923879781420765, nan, 0.0, 0.42460824534265923, 0.10783200908059024, 0.9034235894527928, nan, nan, 0.9818810511756569, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9750046344929865, nan, nan, nan, nan, nan, nan, nan, nan, 0.8176269783800558, 0.9417285881892843, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6507417651496102, nan, nan, nan, 0.879315144766147, nan, nan, 0.8595334685598377, 0.0, 0.22395833333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7637021032673398, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5823166552433173, 0.0, nan, nan, 0.0, nan, nan, 0.6542763403176497, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 15.0 510 0.4473 0.3912 0.6012 0.8589 [0.8077559570568211, 0.6635697231820713, 0.9754716981132076, 0.7723805970605684, 0.7576262436643514, 0.7766527787076473, 0.8211780849766213, 0.9038144204086613, 0.3935100011743062, 0.7937307635937271, 0.0, 0.7620273040519912, 0.9314828416222466, 0.0, 0.4011163282440374, 0.622989960820761, 0.0, 0.4452362772546025, 0.31786261718889247, 0.3609837432263443, 0.18691588785046728, nan, 0.6712383136355619, nan, 0.0, nan, 0.9422601510379627, 0.7577724568820382, nan, nan, nan, 0.9680692598026588, 0.0, nan, 0.5806489126642633, nan, 0.38950215659039406, 0.0, nan, 0.8323749126672757, nan, 0.0, 0.4953889278206027, 0.02835538752362949, 0.8388125953669024, nan, nan, 0.8755836814942246, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9391111381322957, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.8417760459392944, 0.17538667175864045, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7284086732818816, nan, nan, 0.0, 0.7959028831562974, nan, nan, 0.74375400384369, 0.0, 0.1965909090909091, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6424249757986448, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5735844642021526, 0.0, nan, nan, 0.0, nan, nan, 0.7197077026321677, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8990310298921217, 0.7643616553905632, 0.9900053734551316, 0.9122727174219275, 0.9260642912970838, 0.9388813487567083, 0.8487419236224195, 0.9496574139632382, 0.45376171303735535, 0.7937307635937271, 0.0, 0.8747527850794843, 0.9805784364761001, nan, 0.7958478576055773, 0.7276368366382497, nan, 0.5591455131449271, 0.49029526584923294, 0.6689324887996292, 0.20813623462630085, nan, 0.988633411275656, nan, 0.0, nan, 0.9708304256803908, 0.8606849955381805, nan, nan, nan, 0.989600546496052, nan, nan, 0.7116590649942988, nan, 0.4834407041103348, nan, nan, 0.8463387978142076, nan, 0.0, 0.5942901338354967, 0.04256526674233825, 0.8572441168131557, nan, nan, 0.9855463347164592, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9544892788728913, nan, nan, nan, nan, nan, nan, nan, nan, 0.849177614565015, 0.718420023464998, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7475484033190848, nan, nan, nan, 0.8761135857461024, nan, nan, 0.8831135902636917, 0.0, 0.22526041666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.702279641959522, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6721041809458533, 0.0, nan, nan, 0.0, nan, nan, 0.7197077026321677, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 16.0 544 0.4741 0.3740 0.5894 0.8478 [0.7751407758498613, 0.5170321978534764, 0.9748176517003136, 0.771798966708823, 0.7580857715241377, 0.790371118701325, 0.7561613730312385, 0.9021232632324513, 0.3987471005259891, 0.815990033709512, 0.0, 0.743168296863971, 0.9289126877447256, nan, 0.4126473906257244, 0.6527727553980537, 0.0, 0.45891647855530476, 0.3140868846246598, 0.35244414741264085, 0.07021791767554479, nan, 0.6750720141812542, nan, 0.0, nan, 0.9437515885791747, 0.678239497371291, nan, nan, nan, 0.9673391547223077, 0.0, nan, 0.6387371706380169, nan, 0.38997321086873327, 0.0, nan, 0.6663043478260869, nan, 0.0, 0.4554274765047599, 0.09509844993715962, 0.9002200033846675, nan, nan, 0.7610945167484532, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9353596020262687, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.7181352459016394, 0.1750530883574924, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7133233532934131, nan, nan, 0.0, 0.74955391282182, nan, nan, 0.7546157148990983, 0.0, 0.19605695509309967, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5930214178455703, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4457686288672204, 0.0, nan, nan, 0.0, nan, nan, 0.8400193870703154, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8678286070005525, 0.7691064054125296, 0.9897415856577597, 0.9059517875589652, 0.9198474103499953, 0.9205775049495087, 0.7591006986394915, 0.944400153871027, 0.44072616317908536, 0.815990033709512, 0.0, 0.9225184628864689, 0.9734283614538997, nan, 0.8237036123021871, 0.7601744322063241, nan, 0.5415123991156807, 0.5012921317424534, 0.5702919820794068, 0.08230842005676443, nan, 0.9894128345024682, nan, 0.0, nan, 0.971659106769016, 0.8853312369863596, nan, nan, nan, 0.9833646907068957, nan, nan, 0.7584093500570125, nan, 0.4622992468922965, nan, nan, 0.6699453551912569, nan, 0.0, 0.5035308359674491, 0.12883087400681045, 0.9426212078253473, nan, nan, 0.9867911479944675, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9527281715380337, nan, nan, nan, nan, nan, nan, nan, nan, 0.7250439640012414, 0.7414939382088385, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7188835805883832, nan, nan, nan, 0.8186247216035635, nan, nan, 0.8912271805273834, 0.0, 0.23307291666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.66171347943031, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.507607950651131, 0.0, nan, nan, 0.0, nan, nan, 0.8400193870703154, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 17.0 578 0.4993 0.3622 0.5800 0.8383 [0.7530321261730883, 0.4105640358249962, 0.9789888378200919, 0.7712483105995198, 0.7572948684788297, 0.7680838323353293, 0.8340382730695827, 0.8993471250734683, 0.39019249125039773, 0.8188938150373736, 0.0, 0.7857406322549849, 0.9283282137475368, nan, 0.34466263463384167, 0.6382548980004039, 0.0, 0.46237681916073875, 0.3445310089478556, 0.355347126019122, 0.0885640584694755, nan, 0.6701531400326581, 0.0, 0.0, nan, 0.941136838514349, 0.7591195792547119, nan, nan, 0.0, 0.9683007257632866, 0.0, nan, 0.6055464742686433, nan, 0.3941236068895643, 0.0, nan, 0.7713297671151457, nan, 0.0, 0.28569154355578197, 0.0, 0.8761772853185595, nan, nan, 0.8188339263169976, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9480730957119595, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.818638507279065, 0.17679368348781324, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7056847866650081, nan, nan, 0.0, 0.6851607801792303, nan, nan, 0.750984682713348, 0.0, 0.17061611374407584, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6365786040443575, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5552407932011332, 0.0, nan, nan, 0.0, nan, nan, 0.7624338229811349, nan, nan, nan, nan, 0.0, nan, nan, nan] [0.8433572156331529, 0.7983217643440822, 0.9905524888867178, 0.9130998562439951, 0.9027599509533268, 0.8784413094096699, 0.8493722750433367, 0.9469089206170451, 0.44283857222814016, 0.8188938150373736, 0.0, 0.9065965702841406, 0.9809458921517592, nan, 0.6979054199956812, 0.7392781276611673, nan, 0.5661508137335854, 0.4911750151206906, 0.6043179360420207, 0.09744560075685904, nan, 0.9862951415952196, nan, 0.0, nan, 0.9626046755059317, 0.8617473335316365, nan, nan, nan, 0.9872725954364526, nan, nan, 0.7656071835803877, nan, 0.4588512839125306, nan, nan, 0.7800546448087432, nan, 0.0, 0.30173515367543213, 0.0, 0.896796144031755, nan, nan, 0.9867911479944675, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.971389729963542, nan, nan, nan, nan, nan, nan, nan, nan, 0.8260059997931106, 0.604223699648025, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.713226049786271, nan, nan, nan, 0.7236915367483296, nan, nan, 0.8701825557809331, 0.0, 0.1875, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6884783279686053, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6179575051405072, 0.0, nan, nan, 0.0, nan, nan, 0.7624338229811349, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 18.0 612 0.5067 0.3827 0.5821 0.8379 [0.7593016098708265, 0.3906373937677054, 0.9779664951445042, 0.7766439770741425, 0.7559788262476363, 0.7868856142873997, 0.7683524924098918, 0.9022476014482632, 0.4465250212786267, 0.7765004396892863, 0.0, 0.742724881212146, 0.9326948500249713, nan, 0.39245574919233744, 0.6239000007822216, 0.0, 0.4618491057883379, 0.34530892448512585, 0.3540823323821532, 0.05660377358490566, nan, 0.6761972519898617, nan, 0.0, nan, 0.9418335966834871, 0.725503416856492, nan, nan, nan, 0.9689102672166091, 0.0, nan, 0.624985344120061, nan, 0.37569967908052837, nan, nan, 0.8240526117190448, nan, 0.0, 0.3568273599192327, 0.03777472527472527, 0.8119302902245661, nan, nan, 0.8332455370207784, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.937623792546546, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.7812918512413722, 0.16908665105386417, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7167466469792051, nan, nan, 0.0, 0.7494910941475827, nan, nan, 0.735351775212372, 0.0, 0.18213058419243985, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5294117647058824, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4672451723295038, 0.0, nan, nan, 0.0, nan, nan, 0.7950935798970994, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.844153421821412, 0.7269747825322906, 0.9878364515656294, 0.9181891077736601, 0.9431589212600119, 0.8720349640771501, 0.7776960655565478, 0.9363665252465561, 0.5067434596565982, 0.7765004396892863, 0.0, 0.9117786957065965, 0.9721652325688214, nan, 0.7981923065058457, 0.7463901704082874, nan, 0.5757398183416349, 0.497828118986089, 0.6182218445852, 0.065279091769158, nan, 0.9877240841777085, nan, 0.0, nan, 0.9670882763433356, 0.8458760039094038, nan, nan, nan, 0.9870436166437052, nan, nan, 0.7597633979475484, nan, 0.45676435895109335, nan, nan, 0.8353551912568306, nan, 0.0, 0.38032147420808393, 0.06242905788876277, 0.8239296852849447, nan, nan, 0.984508990318119, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9506889946239881, nan, nan, nan, nan, nan, nan, nan, nan, 0.7845246715630495, 0.7059053578412202, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7323359316067387, nan, nan, nan, 0.8200167037861915, nan, nan, 0.8559837728194726, 0.0, 0.20703125, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5793906256889634, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5240575736806031, 0.0, nan, nan, 0.0, nan, nan, 0.7950935798970994, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 19.0 646 0.5727 0.3798 0.5737 0.8223 [0.7248719396071935, 0.31170156027962614, 0.9783915359217218, 0.766424560546875, 0.7570508392520826, 0.7645828871580419, 0.7883266859570919, 0.9008971228368192, 0.4183237931376766, 0.8031474424739851, 0.0, 0.762329790767187, 0.9305475901821428, nan, 0.38283134759120846, 0.6511938660261203, 0.0, 0.4455692985428668, 0.3409671150402012, 0.3315998324008577, 0.056768558951965066, nan, 0.66782158677251, nan, 0.0, nan, 0.9413619755681962, 0.5865037227859634, nan, nan, nan, 0.9643655915597961, 0.0, nan, 0.5781888334089877, nan, 0.36363636363636365, nan, nan, 0.68, nan, 0.0, 0.0743210436021105, 0.0022263450834879408, 0.8669115863168475, nan, nan, 0.804162885662432, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9428259947913512, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.7560724578015644, 0.18179154049037805, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.677860696517413, nan, nan, 0.0, 0.6967941290073387, nan, nan, 0.7547983610092732, 0.0, 0.19217491369390102, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7333903178180122, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5299777942264989, 0.0, nan, nan, 0.0, nan, nan, 0.8143315189023935, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.80090415449431, 0.7651436604867762, 0.9915587904840995, 0.9071148386537503, 0.919460199771976, 0.8446103273524175, 0.7942690549981615, 0.9461451405188129, 0.4565331214906025, 0.8031474424739851, 0.0, 0.9194141945174615, 0.9812750711945372, nan, 0.797914674399235, 0.7661541628844948, nan, 0.5603707748448445, 0.49199978006268213, 0.5196199598331531, 0.06149479659413434, nan, 0.9890231228890621, nan, 0.0, nan, 0.9686322400558269, 0.793311519993201, nan, nan, nan, 0.9774417726011609, nan, nan, 0.7261972633979475, nan, 0.4692859087197169, nan, nan, 0.6837158469945355, nan, 0.0, 0.077207613154886, 0.00340522133938706, 0.8864828466118514, nan, nan, 0.980567081604426, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9619353642711488, nan, nan, nan, nan, nan, nan, nan, nan, 0.7599048308679011, 0.7278060226828315, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6851898415891375, nan, nan, nan, 0.7533407572383074, nan, nan, 0.8874239350912779, 0.0, 0.21744791666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8323118303276159, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5888965044551062, 0.0, nan, nan, 0.0, nan, nan, 0.8143315189023935, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 20.0 680 0.5063 0.3773 0.5803 0.8465 [0.7757400170030017, 0.4836524519889278, 0.9776040209537223, 0.7701109051090878, 0.7544775379519091, 0.7786744873057327, 0.8094432442281163, 0.9011138700145334, 0.43385535112605245, 0.827394474571303, 0.0, 0.7677682113615262, 0.9281252035933779, nan, 0.3772225716082557, 0.6352977945890499, 0.0, 0.44441166554281863, 0.37451062057476053, 0.3496804636140825, 0.060443764345830146, nan, 0.6680843600648924, nan, 0.0, nan, 0.9421437168381618, 0.6900463093162346, nan, nan, nan, 0.9678139848105054, 0.0, nan, 0.6253615915933645, nan, 0.354863813229572, 0.0, nan, 0.8626999839477768, nan, 0.0, 0.4099790330912516, 0.018964633521271142, 0.8714581893572909, nan, nan, 0.7943752105085887, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9374962017623822, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.8192189105858171, 0.18199608610567514, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6603254067584481, nan, nan, 0.0, 0.5836702752054258, nan, nan, 0.7253228277522433, 0.0, 0.1961231470923603, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5857453969510988, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5150791656195024, 0.0, nan, nan, 0.0, nan, nan, 0.6653493400939527, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8658643208699282, 0.7415253492663211, 0.9900395681696058, 0.9106906789762261, 0.9276418158741996, 0.9058534945399759, 0.8167778536534118, 0.9367623528887056, 0.5149403289580587, 0.827394474571303, 0.0, 0.9108273876580298, 0.9815200416449765, nan, 0.8141407286300398, 0.7418515641815068, nan, 0.5617558532882295, 0.49441909055919064, 0.5896029661671559, 0.07473982970671712, nan, 0.9896726422447389, nan, 0.0, nan, 0.969609211444522, 0.7819869969829601, nan, nan, nan, 0.9872306159911156, nan, nan, 0.7549173318129989, nan, 0.455131113329099, nan, nan, 0.8810382513661202, nan, 0.0, 0.4536956083125967, 0.020998864926220204, 0.8938191097249787, nan, nan, 0.9786307053941908, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9532534140765, nan, nan, nan, nan, nan, nan, nan, nan, 0.8245577738698665, 0.6546734454438795, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6633140558209706, nan, nan, nan, 0.6229120267260579, nan, nan, 0.84026369168357, 0.0, 0.22395833333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6522774372767759, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5618917066483893, 0.0, nan, nan, 0.0, nan, nan, 0.6653493400939527, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 21.0 714 0.5269 0.3594 0.5821 0.8395 [0.7589432757949085, 0.4249754539118579, 0.9738167799494314, 0.7766570162336265, 0.7580013762077958, 0.7789715629677143, 0.8284005201560468, 0.897375835231382, 0.35670240319463714, 0.819516708192877, 0.0, 0.7851145611887737, 0.9308284199609831, nan, 0.3928883005926416, 0.6526911545429767, 0.0, 0.44676967484506325, 0.30597901741758055, 0.36139408957415564, 0.025954198473282442, nan, 0.6650496044753289, 0.0, 0.0, nan, 0.9426396928579298, 0.5969832818139151, nan, nan, nan, 0.9692282400765184, 0.0, nan, 0.6315281630683874, nan, 0.3691125789775991, 0.0, nan, 0.8266466423514267, nan, 0.0, 0.37401377582968065, 0.030381622823267878, 0.873219227221482, nan, nan, 0.8236315241291517, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9409427323465178, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.8364979985630709, 0.17000826787928897, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6548286604361371, nan, nan, 0.0, 0.6974592833876222, nan, nan, 0.7401727861771058, 0.0, 0.1858108108108108, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6719063150862578, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4889103182256509, 0.0, nan, nan, 0.0, nan, nan, 0.6768324509730818, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8471913622703184, 0.7340040418240927, 0.9896292315959162, 0.9127567200514343, 0.9399751898407417, 0.9072854278990424, 0.8365813941272259, 0.9269279872443149, 0.40157437665878276, 0.819516708192877, 0.0, 0.915308549255226, 0.9825688213859203, nan, 0.8057500694080266, 0.7619056531381888, nan, 0.5606904083317795, 0.49551877714851267, 0.6083346207322725, 0.03216650898770104, nan, 0.9883736035333853, nan, 0.0, nan, 0.9701936496859734, 0.7837292312922279, nan, nan, nan, 0.9899974430701477, nan, nan, 0.7462941847206386, nan, 0.466473096815171, nan, nan, 0.8421857923497268, nan, 0.0, 0.40170825206806104, 0.046538024971623154, 0.9058690104905018, nan, nan, 0.9843706777316735, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9584440462213434, nan, nan, nan, nan, nan, nan, nan, nan, 0.8430743767456295, 0.6433320297223308, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.660673874779985, nan, nan, nan, 0.7451280623608018, nan, nan, 0.8689148073022313, 0.0, 0.21484375, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7539133118744212, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5559972583961618, 0.0, nan, nan, 0.0, nan, nan, 0.6768324509730818, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 22.0 748 0.5473 0.3773 0.5766 0.8328 [0.7473139940205169, 0.35683189253063, 0.9768844948155293, 0.7648903206013192, 0.7554404790907701, 0.7979772268322897, 0.8497101083942525, 0.8968153135984416, 0.4135912345239508, 0.7732394108163564, 0.0, 0.78125, 0.9284959773108757, nan, 0.3891674127126231, 0.6498798428214204, 0.0, 0.47185592185592184, 0.33464933517076983, 0.36563731208592876, 0.0734375, nan, 0.6719355269602386, nan, 0.0, nan, 0.9432825959901405, 0.6465927633017646, nan, nan, nan, 0.967568440543393, 0.0, nan, 0.6171772559303851, nan, 0.3764842166232262, nan, nan, 0.695769625587552, nan, 0.0, 0.18572927597061908, 0.025213867627194957, 0.8690606226105954, nan, nan, 0.8061183949145808, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9408615088437011, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.8257257154579957, 0.19798319327731093, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6848341232227488, nan, nan, 0.0, 0.6002094514988873, nan, nan, 0.7457111834961998, 0.0, 0.2006651884700665, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7120563511830635, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3993153197212373, 0.0, nan, nan, 0.0, nan, nan, 0.7065095816866751, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8325006003604494, 0.7057815657675073, 0.9894826828195985, 0.9005193998367395, 0.9560946227923619, 0.8782856644793365, 0.8853285706781531, 0.9444782043920144, 0.47195190207088306, 0.7732394108163564, 0.0, 0.8724496182250595, 0.9824310255075481, nan, 0.8045778449578924, 0.7490759023404235, nan, 0.6176118051301175, 0.49403420025292794, 0.6415881353313765, 0.08893093661305582, nan, 0.9801896596518577, nan, 0.0, nan, 0.9714148639218423, 0.816682955849233, nan, nan, nan, 0.9831509771669981, nan, nan, 0.7379561003420753, nan, 0.471826513020597, nan, nan, 0.7037158469945355, nan, 0.0, 0.19641536081780886, 0.03178206583427923, 0.9023249220300539, nan, nan, 0.9822268326417704, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9663844775381574, nan, nan, nan, nan, nan, nan, nan, nan, 0.832729905865315, 0.691044192412984, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6903444807643953, nan, nan, nan, 0.6382238307349666, nan, nan, 0.8706896551724138, 0.0, 0.23567708333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8067816041271662, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4477039067854695, 0.0, nan, nan, 0.0, nan, nan, 0.7065095816866751, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 23.0 782 0.5210 0.3677 0.5764 0.8398 [0.7645540256237217, 0.444285995789299, 0.9764792585884665, 0.7639629688396333, 0.7622751809160125, 0.7950064685913951, 0.8044631598981753, 0.8923875250237067, 0.4247083857540034, 0.7966253847281255, 0.0, 0.7440755106158778, 0.932058138437983, nan, 0.37510042507194086, 0.6496730849488147, 0.0, 0.44380617263015093, 0.33035413784076884, 0.3448307986119198, 0.11672862453531599, nan, 0.6690663272024933, 0.0, 0.0, nan, 0.9434983409181097, 0.5804347113398682, nan, nan, nan, 0.9674860418930565, 0.0, nan, 0.627877002393666, nan, 0.3748114088655794, 0.0, nan, 0.7288318412253263, nan, 0.0, 0.3020661157024793, 0.09464450600184672, 0.88502027050046, nan, nan, 0.8176830676830676, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9425552987784748, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.8349095394736842, 0.14896415652745806, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.699328525242477, nan, nan, 0.0, 0.6518208016767094, nan, nan, 0.756802009208874, 0.0, 0.17684887459807075, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6281322957198444, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38088235294117645, 0.0, nan, nan, 0.0, nan, nan, 0.6930131981209455, 0.0, nan, nan, nan, nan, 0.0, nan, nan] [0.8544866160420975, 0.7528073104296634, 0.9902838161301353, 0.9043227936342818, 0.9275270868140457, 0.8952447360884561, 0.8881126227872038, 0.9443722786849602, 0.4936898550201311, 0.7966253847281255, 0.0, 0.8308424083114282, 0.9832960774106624, nan, 0.7921460961841009, 0.742946444446524, nan, 0.5576805263298085, 0.4857315665035465, 0.5718368608064267, 0.14853358561967833, nan, 0.9899974019225773, nan, 0.0, nan, 0.9747644801116538, 0.7523477669655377, nan, nan, nan, 0.9853453572641614, nan, nan, 0.7290478905359179, nan, 0.47336902277470283, nan, nan, 0.7384699453551913, nan, 0.0, 0.3195574685587464, 0.11634506242905789, 0.9206833002551744, nan, nan, 0.9791839557399723, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9703083482666996, nan, nan, nan, nan, nan, nan, nan, nan, 0.8401779248991414, 0.5314822057098162, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7070656273573045, nan, nan, nan, 0.6926503340757239, nan, nan, 0.9168356997971603, 0.0, 0.21484375, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7118038714229022, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.42604523646333103, 0.0, nan, nan, 0.0, nan, nan, 0.6930131981209455, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 24.0 816 0.5798 0.3706 0.5732 0.8269 [0.7301437017399903, 0.326717478546389, 0.9764583293132393, 0.7640735951904529, 0.756272853360232, 0.7751990634904858, 0.7999854287587731, 0.8967911497498704, 0.38311354157866034, 0.8484812399237872, 0.0, 0.7406585194302796, 0.9367348134262785, nan, 0.3782360176542942, 0.641366392430102, 0.0, 0.5169385975837588, 0.3375432324252905, 0.36555527236497604, 0.06175771971496437, nan, 0.6742710043939462, 0.0, 0.0, nan, 0.9435144329549665, 0.6270374093487471, nan, nan, nan, 0.9682299602641092, 0.0, nan, 0.5969538257780989, nan, 0.36208490364787027, 0.0, nan, 0.8135967273118743, nan, 0.0, 0.07421259842519685, 0.09460547504025765, 0.837611919418019, nan, nan, 0.8413177194227585, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9420640440264885, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.8870189840944074, 0.22518976665729548, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6990049751243781, nan, nan, 0.0, 0.5976417594064652, nan, nan, 0.7592553416543262, 0.0, 0.18383167220376523, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6292103700771818, 0.08846153846153847, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3950191098508199, 0.0, nan, nan, 0.0, nan, nan, 0.612631421967042, nan, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8090993660659953, 0.7239170547403567, 0.9887743637340628, 0.9199445202956028, 0.9461992413540897, 0.8740209933882034, 0.8651835898513421, 0.945442685829928, 0.45029519562352177, 0.8484812399237872, 0.0, 0.843584929277757, 0.9793306182441743, nan, 0.8063053336212481, 0.7433862681427275, nan, 0.6633193937618198, 0.4775938857425634, 0.6093387919048354, 0.07379375591296121, nan, 0.9867498051441933, nan, 0.0, nan, 0.9773900907187718, 0.7421705689882293, nan, nan, nan, 0.9894211797750665, nan, nan, 0.7066704675028507, nan, 0.4620270392886308, nan, nan, 0.8259562841530055, nan, 0.0, 0.07606429484161678, 0.1333711691259932, 0.848773745392685, nan, nan, 0.9837482710926694, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9625841932892542, nan, nan, nan, nan, nan, nan, nan, nan, 0.894176062894383, 0.6265154477903794, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7065627357304501, nan, nan, nan, 0.6279231625835189, nan, nan, 0.9099898580121704, 0.0, 0.21614583333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7009568323118304, 0.08846153846153847, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4392049348869088, 0.0, nan, nan, 0.0, nan, nan, 0.612631421967042, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 25.0 850 0.5358 0.3695 0.5795 0.8372 [0.7533446421209327, 0.37114531412608864, 0.9760813244599397, 0.7677558195926285, 0.7551882177249086, 0.7953345237642947, 0.8152322659301834, 0.9034853828503442, 0.428107476635514, 0.7995383262494504, 0.0, 0.7476143683808276, 0.9339172090449773, nan, 0.37406309388065373, 0.6553864752056328, 0.0, 0.4985895480285016, 0.329821176819767, 0.36046735726331003, 0.1287758346581876, nan, 0.6789297658862876, nan, 0.0, nan, 0.941762871829443, 0.721043406921241, nan, nan, nan, 0.9695998620731012, 0.0, nan, 0.6118179593834108, nan, 0.3705562230546328, 0.0, nan, 0.747618532149816, nan, 0.0, 0.14469442906912383, 0.10771543086172344, 0.8735750938457829, nan, nan, 0.837568539590826, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9427348624129721, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.7962275819418676, 0.20830929024812464, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7246734039930983, nan, nan, 0.0, 0.5644397685428721, nan, nan, 0.7636594663278272, 0.0, 0.19811320754716982, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6417367942791672, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47146461612399376, 0.0, nan, nan, 0.0, nan, nan, 0.6786965923495638, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan] [0.8371461079156651, 0.7144539144187682, 0.9901568071906599, 0.9149022242449197, 0.9464071877756186, 0.9123158720474157, 0.8605610127646163, 0.9483194050320286, 0.4962265513568166, 0.7995383262494504, 0.0, 0.8571035173363375, 0.9820329485255841, nan, 0.7589844834500417, 0.7508539130272036, nan, 0.635564552646299, 0.4888106889536482, 0.5779005098099799, 0.1532639545884579, nan, 0.9888932190179267, nan, 0.0, nan, 0.9748691556175855, 0.821633450898738, nan, nan, nan, 0.9872687791232402, nan, nan, 0.7127993158494869, nan, 0.47572815533980584, nan, nan, 0.7548087431693989, nan, 0.0, 0.14943842894612952, 0.12202043132803632, 0.8989934788772328, nan, nan, 0.9824343015214384, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9664153741580671, nan, nan, nan, nan, nan, nan, nan, nan, 0.799110375504293, 0.7059053578412202, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7392506914759869, nan, nan, nan, 0.5974387527839644, nan, nan, 0.9143002028397565, 0.0, 0.24609375, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7162132369152079, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5379026730637423, 0.0, nan, nan, 0.0, nan, nan, 0.6786965923495638, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 26.0 884 0.5314 0.3653 0.5797 0.8391 [0.756887546060873, 0.3949414217181142, 0.9787283528283054, 0.7750152518003256, 0.7585221605510508, 0.798722081117097, 0.7957645087824926, 0.9048001531963786, 0.43912106850495475, 0.8104023156969076, 0.0, 0.772327147993553, 0.9351867395572554, nan, 0.3680406852248394, 0.643487664210189, 0.0, 0.44875522635142306, 0.3453853853853854, 0.3673037040340744, 0.04372019077901431, nan, 0.6725448598956952, 0.0, 0.0, nan, 0.9417955145784612, 0.699579907364188, nan, nan, nan, 0.9662647439383427, 0.0, nan, 0.5978764949963388, nan, 0.3670201559098251, 0.0, nan, 0.8540450821866467, nan, 0.0, 0.21688699631371552, 0.04339250493096647, 0.861687749090279, nan, nan, 0.8425865447419987, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9406541632690043, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.839497270011332, 0.17036184898556786, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6988086373790022, nan, nan, 0.0, 0.6829873351612482, nan, nan, 0.7529082292115468, 0.0, 0.17524644030668127, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6417129389206248, 0.019230769230769232, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4377756001959824, 0.0, nan, nan, 0.0, nan, nan, 0.7147118037431959, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan] [0.843101916723594, 0.7624198225112029, 0.9867031410287724, 0.9131143040836819, 0.9270179766096128, 0.87319296235883, 0.7984188685191994, 0.9482971048831751, 0.5060393233069131, 0.8104023156969076, 0.0, 0.9356865690324195, 0.9808693388859969, nan, 0.7634882931795046, 0.7517522763215766, nan, 0.5631942039794369, 0.47429482597459727, 0.6361424378186312, 0.05203405865657521, nan, 0.9883736035333853, nan, 0.0, nan, 0.9765788555478018, 0.8279437385798666, nan, nan, nan, 0.9832349360576721, nan, nan, 0.6982611174458381, nan, 0.47418564558570003, nan, nan, 0.8716393442622951, nan, 0.0, 0.2295043378841886, 0.06242905788876277, 0.8812021548057839, nan, nan, 0.9813278008298755, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9623061237100661, nan, nan, nan, nan, nan, nan, nan, nan, 0.8429709320368263, 0.6370746969104419, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7079456877042998, nan, nan, nan, 0.7281458797327395, nan, nan, 0.8861561866125761, 0.0, 0.20833333333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7083204726839808, 0.019230769230769232, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48992460589444825, 0.0, nan, nan, 0.0, nan, nan, 0.7147118037431959, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 27.0 918 0.5512 0.3625 0.5775 0.8334 [0.744959773180659, 0.3650637669716267, 0.9777352860226268, 0.7675059367959569, 0.7572316275602612, 0.7792693859255939, 0.8185323223236088, 0.9021861224143778, 0.39713878312101414, 0.8107229224681225, 0.0, 0.7657166088928832, 0.933374199103872, nan, 0.3857845997337043, 0.6577769428062666, 0.0, 0.439374640479908, 0.3264279155188246, 0.3580170631431355, 0.0468384074941452, nan, 0.6862104929034598, 0.0, 0.0, nan, 0.9401164660674082, 0.662052565262915, nan, nan, nan, 0.9658095623743963, 0.0, nan, 0.614549276039234, nan, 0.3644472538277848, 0.0, nan, 0.8216018109302576, nan, 0.0, 0.27518396743385, 0.07496251874062969, 0.8826256963908786, nan, nan, 0.8224103932258439, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9411764705882353, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.803155289750464, 0.17476417486560503, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.7401584550631345, nan, nan, 0.0, 0.5228526398739165, nan, nan, 0.7465156794425087, 0.0, 0.19094922737306844, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6435878194241479, 0.019230769230769232, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48518017464026564, 0.0, nan, nan, 0.0, nan, nan, 0.6776899560062635, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8319118973954849, 0.7475002196643529, 0.9891456206340677, 0.9105570364591234, 0.9323528779067684, 0.8659087796192303, 0.8363975416294585, 0.9492894615071555, 0.45759835340422844, 0.8107229224681225, 0.0, 0.8958568031042684, 0.9791468904063447, nan, 0.7954776814634297, 0.753586434714255, nan, 0.5696667820898703, 0.4886457359652499, 0.5818399505638807, 0.05676442762535478, nan, 0.9829176409457002, nan, 0.0, nan, 0.9688677599441731, 0.7926316236773892, nan, nan, nan, 0.9830555693366866, nan, nan, 0.7501425313568986, nan, 0.47082841847382273, nan, nan, 0.8330054644808743, nan, 0.0, 0.295514156970879, 0.0851305334846765, 0.9039906436064644, nan, nan, 0.9806362378976486, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9634801952666379, nan, nan, nan, nan, nan, nan, nan, nan, 0.8057308368676942, 0.6738365271802894, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7516972592406337, nan, nan, nan, 0.5541481069042317, nan, nan, 0.8691683569979716, 0.0, 0.22526041666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7185061069712069, 0.019230769230769232, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5407813570939, 0.0, nan, nan, 0.0, nan, nan, 0.6776899560062635, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 28.0 952 0.5983 0.3546 0.5669 0.8185 [0.7133293615623796, 0.2995819754645191, 0.9783503413669151, 0.7667038861388398, 0.7560280423467762, 0.7491560201981992, 0.794157444546465, 0.9017132551848512, 0.4385003204113619, 0.7827934925985637, 0.0, 0.7417620837339394, 0.9349885944902615, nan, 0.39395382442773164, 0.6527583855570348, 0.0, 0.48613638587222385, 0.2658502744766846, 0.3614669445680429, 0.02511773940345369, nan, 0.6767613788189186, 0.0, 0.0, nan, 0.9412580904437582, 0.6835592114799246, nan, nan, nan, 0.9657426925634927, 0.0, nan, 0.5602128352698447, nan, 0.3694390715667311, 0.0, nan, 0.798361009273237, nan, 0.0, 0.05245274304753736, 0.04808510638297872, 0.8598006644518272, nan, nan, 0.8700467634752646, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9414430746918057, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.7959141560049525, 0.2102496714848883, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7012089810017271, nan, nan, 0.0, 0.5968166272033676, nan, nan, 0.7282489590181898, 0.0, 0.20021186440677965, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6276001426363961, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4288494283629287, 0.0, nan, nan, 0.0, nan, nan, 0.6591603907240325, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.7900160640135786, 0.7713821281082506, 0.9905134092130331, 0.9102175122264843, 0.9186570963508989, 0.813749050565925, 0.8632400063035142, 0.9477563262734778, 0.5127105638507231, 0.7827934925985637, 0.0, 0.8498185004381024, 0.9789937838748201, nan, 0.7400746521886664, 0.7524915544492378, nan, 0.6617478624510561, 0.48463187991422446, 0.5961300787888151, 0.030274361400189215, nan, 0.987009612886464, nan, 0.0, nan, 0.9704466154919749, 0.8015765095822887, nan, nan, nan, 0.9808535566130984, nan, nan, 0.7353192702394526, nan, 0.4679248707013883, nan, nan, 0.8091803278688524, nan, 0.0, 0.05346694464994283, 0.0641316685584563, 0.8713495888857385, nan, nan, 0.9778699861687413, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9626768831489835, nan, nan, nan, nan, nan, nan, nan, nan, 0.7979724837074583, 0.6257332811888933, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7146090017601207, nan, nan, nan, 0.6315423162583519, nan, nan, 0.8425456389452333, 0.0, 0.24609375, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6984434939812161, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.48334475668265936, 0.0, nan, nan, 0.0, nan, nan, 0.6591603907240325, nan, nan, nan, nan, nan, nan, nan, nan]
0.3613 29.0 986 0.5557 0.3665 0.5752 0.8321 [0.7445816882065228, 0.3509452061853627, 0.9797139267420508, 0.7710544579651136, 0.755619737556615, 0.7673416922244272, 0.8439727381509807, 0.9046401130064422, 0.4478948061301139, 0.7970139683993588, 0.0, 0.7993612016315256, 0.9423594172568035, nan, 0.3720868133335311, 0.6581388512354853, 0.0, 0.45455455455455457, 0.31718242562245696, 0.36743259738312956, 0.08009331259720062, nan, 0.6806083650190115, 0.0, 0.0, nan, 0.9424475678608365, 0.686343208291296, nan, nan, nan, 0.9651833384646576, 0.0, nan, 0.6069020230067433, nan, 0.3770288958439479, 0.0, nan, 0.822762395363812, nan, 0.0, 0.06598134524435102, 0.051366480079025355, 0.8724319487938332, nan, nan, 0.8717444717444718, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9400496307953032, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.7788778877887789, 0.16674142184346266, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7202461538461539, nan, nan, 0.0, 0.5859548361832659, nan, nan, 0.7335814360770578, 0.0, 0.16988062442607896, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7188326848249027, 0.016666666666666666, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.36924210784915856, 0.0, nan, nan, 0.0, nan, nan, 0.6927149355007084, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8285766910929824, 0.7779105526755118, 0.9903864002735577, 0.9028888455453699, 0.9079801231903284, 0.8473808071123508, 0.8521300625098492, 0.9425715416650406, 0.5221261306804846, 0.7970650740143632, 0.0, 0.9272750031293028, 0.9789708178950914, nan, 0.773729833112256, 0.7542227753811026, nan, 0.6047731934048958, 0.46720184747347004, 0.6626757299551985, 0.09744560075685904, nan, 0.9882436996622499, nan, 0.0, nan, 0.9697575017445917, 0.7949687672629924, nan, nan, nan, 0.9810405559605088, nan, nan, 0.7632554161915621, nan, 0.4700117956628255, nan, nan, 0.8378688524590164, nan, 0.0, 0.06755666151052525, 0.08853575482406356, 0.89849730649277, nan, nan, 0.9814661134163208, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9597417042575542, nan, nan, nan, nan, nan, nan, nan, nan, 0.781214440881349, 0.5815408682049277, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7357304500880061, nan, nan, nan, 0.6248608017817372, nan, nan, 0.8496450304259635, 0.0, 0.24088541666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.8145861810485471, 0.016666666666666666, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.41206305688827966, 0.0, nan, nan, 0.0, nan, nan, 0.6927149355007084, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 30.0 1020 0.5677 0.3714 0.5738 0.8328 [0.7435101509500087, 0.35156474789702624, 0.9794402203110102, 0.7739771613801774, 0.7535075542910897, 0.7956999570786365, 0.8278462112728631, 0.9109300380433316, 0.39728682170542634, 0.8509443640427208, 0.0, 0.7722293387517116, 0.9387464912216075, nan, 0.3714189859385028, 0.6526396514729997, 0.0, 0.4498443266871482, 0.36750693000693, 0.3636402405219839, 0.043510324483775814, nan, 0.6846295713193289, 0.0, 0.0, nan, 0.9438291339446137, 0.6806404154045868, nan, nan, nan, 0.962458724153234, 0.0, nan, 0.5881020159182013, nan, 0.36589558117882975, 0.0, nan, 0.8813128639491795, nan, 0.0, 0.1664305036712611, 0.15637065637065636, 0.8687887929539859, nan, nan, 0.8240756863427942, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9379548872180451, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.7910309278350516, 0.15754312493768072, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6978739276389407, nan, nan, 0.0, 0.5606160326444649, nan, nan, 0.7344434706397897, 0.0, 0.20270270270270271, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.5907323777734145, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38959764474975467, 0.0, nan, nan, 0.0, nan, nan, 0.6129296845872791, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] [0.8309734698968779, 0.7300412968983393, 0.9885643104880074, 0.907270152930383, 0.9419614366946558, 0.87717124677815, 0.8737458633188002, 0.9411164569523501, 0.45895246176900717, 0.8509911329327275, 0.0, 0.8753285767930905, 0.9754187463637198, nan, 0.7854829256254434, 0.7485986468402879, nan, 0.5811203153717072, 0.46654203551987683, 0.6586590452649467, 0.05581835383159887, nan, 0.9885684593400883, nan, 0.0, nan, 0.9760118632240056, 0.8355075850932733, nan, nan, nan, 0.9766403468265448, nan, nan, 0.7214224629418472, nan, 0.4635695490427366, nan, nan, 0.9097267759562842, nan, 0.0, 0.1737843836169211, 0.18388195232690124, 0.8879713637652396, nan, nan, 0.9818810511756569, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9635728851263672, nan, nan, nan, nan, nan, nan, nan, nan, 0.7937312506465294, 0.617911615174032, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7056826753834549, nan, nan, nan, 0.5928452115812918, nan, nan, 0.8498985801217038, 0.0, 0.234375, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.66330085100754, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4353666895133653, 0.0, nan, nan, 0.0, nan, nan, 0.6129296845872791, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 31.0 1054 0.5328 0.3716 0.5848 0.8424 [0.7586327718479858, 0.44315120898009663, 0.9770444555829735, 0.7679931824247277, 0.7552970745535845, 0.8123256571861001, 0.7862095531587057, 0.9086916419095014, 0.42923641853479794, 0.8307104646050124, 0.0, 0.738391133667339, 0.9374413076652189, nan, 0.37263473053892215, 0.6455832403221533, 0.0, 0.4470311920557089, 0.3396118503831929, 0.34912762377114515, 0.03736263736263736, nan, 0.6655608904408555, 0.0, 0.0, nan, 0.9449749273102692, 0.6642222681264202, nan, nan, nan, 0.9614393759895898, 0.0, nan, 0.5921313842266739, nan, 0.3683577442864219, 0.0, nan, 0.8754246284501062, nan, 0.0, 0.46444306454951356, 0.16063879755753874, 0.8642223454394233, nan, nan, 0.8217775978719714, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9297310468764277, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.774615939787607, 0.1606467473524962, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.650629440358968, nan, nan, 0.0, 0.5701334024090143, nan, nan, 0.744165757906216, 0.0, 0.20504731861198738, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6126864187711275, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.463248265318123, 0.0, nan, nan, 0.0, nan, nan, 0.6972261576317947, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8455464912137539, 0.743019066865829, 0.9903033559669777, 0.9146746707698531, 0.9265805720677762, 0.915571963989989, 0.8576981667279509, 0.9446956308433359, 0.4927961434993771, 0.8307104646050124, 0.0, 0.8522969082488422, 0.9781746639311633, nan, 0.7678687108615849, 0.7523699010864581, nan, 0.5779506166262686, 0.48974542255457193, 0.608991194191256, 0.048249763481551564, nan, 0.9903871135359834, nan, 0.0, nan, 0.9780704815073273, 0.8198274763098627, nan, nan, nan, 0.9756023096327562, nan, nan, 0.7014680729760547, nan, 0.4723709282279285, nan, nan, 0.9012568306010929, nan, 0.0, 0.5281794337211648, 0.19409761634506242, 0.8838247802665155, nan, nan, 0.9827800829875518, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9430884261261818, nan, nan, nan, nan, nan, nan, nan, nan, 0.7771800972380263, 0.664450527962456, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6562735730450088, nan, nan, nan, 0.612750556792873, nan, nan, 0.8651115618661258, 0.0, 0.25390625, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6793068477446096, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5399588759424263, 0.0, nan, nan, 0.0, nan, nan, 0.6972261576317947, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 32.0 1088 0.5631 0.3700 0.5815 0.8368 [0.7439442226515882, 0.37374682097969114, 0.9699066992964209, 0.7719869305221626, 0.7544786165475821, 0.7984140210691286, 0.8360605519107549, 0.9107948109679211, 0.41924565567112115, 0.810228272021105, 0.0, 0.7737618014939431, 0.9304021066529319, nan, 0.3350183956661549, 0.6586711050192546, 0.0, 0.4359504946592566, 0.3875546343441626, 0.3662605353945587, 0.023718439173680182, nan, 0.6730420954989178, 0.0, 0.0, nan, 0.9449272424772184, 0.7014508928571429, nan, nan, nan, 0.9627400002257498, 0.0, nan, 0.5783832571783155, nan, 0.3705258663630542, 0.0, nan, 0.8481263383297645, nan, 0.0, 0.35036268134067033, 0.10863661053775123, 0.8820926243567753, nan, nan, 0.8161484221477285, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9393445098927654, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.7713490099009901, 0.1752778319360499, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6409521435692921, nan, nan, 0.0, 0.5466129241971135, nan, nan, 0.7388437019125083, 0.0, 0.20962566844919786, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6996247284218843, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.47431810131066243, 0.0, nan, nan, 0.0, nan, nan, 0.6879800164044441, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.833521795998685, 0.7127756787628504, 0.9912559230130429, 0.9046081384680955, 0.9404054238163188, 0.9007670182166826, 0.8601933077690813, 0.9503654436893366, 0.4752288443136476, 0.810228272021105, 0.0, 0.8842908999874828, 0.9818339100346021, nan, 0.7134836659777277, 0.7554860987638147, nan, 0.5892176970407267, 0.4729202177379447, 0.6478448941758072, 0.0293282876064333, nan, 0.9896726422447389, nan, 0.0, nan, 0.975976971388695, 0.8546296689754812, nan, nan, nan, 0.9765105921773212, nan, nan, 0.7306870011402509, nan, 0.4724616640958171, nan, nan, 0.8657377049180328, nan, 0.0, 0.3768242652498487, 0.11350737797956867, 0.9112914658349872, nan, nan, 0.9765560165975103, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9607921893344868, nan, nan, nan, nan, nan, nan, nan, nan, 0.7736629771387193, 0.7031677747360188, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6465929092280613, nan, nan, nan, 0.5851893095768375, nan, nan, 0.8521805273833671, 0.0, 0.2552083333333333, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7809427223422549, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5506511309115832, 0.0, nan, nan, 0.0, nan, nan, 0.6879800164044441, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 33.0 1122 0.5596 0.3661 0.5853 0.8369 [0.7480882694833144, 0.40236570818803713, 0.9691074092491297, 0.7707188910774803, 0.7550448034996119, 0.793406087699691, 0.7647780230561687, 0.9124060534105499, 0.40209828736934894, 0.8317089256925106, 0.0, 0.6895718543943636, 0.9353101304160616, 0.0, 0.37284277853006426, 0.6540447917750963, 0.0, 0.45335692724055376, 0.39416651616398773, 0.35773992409181277, 0.18698060941828254, nan, 0.675119702074836, 0.0, 0.0, nan, 0.9437820719088184, 0.7034876548649173, nan, nan, nan, 0.9602194373902625, 0.0, 0.0, 0.60484102799977, nan, 0.36822060794132166, 0.0, nan, 0.8568220701454234, nan, 0.0, 0.42320025889205964, 0.11738918655625913, 0.8872873830179657, nan, nan, 0.8174235403151066, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.936238269108905, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.7618654560462237, 0.15983813859382903, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6969133506879881, nan, nan, 0.0, 0.6056084383843581, nan, nan, 0.7469618055555556, 0.0, 0.19458896982310095, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5915273844190035, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39724356628857177, 0.0, nan, nan, 0.0, nan, nan, 0.6893221981955111, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] [0.8327465732824445, 0.7421404094543538, 0.9900981876801329, 0.9101597208677372, 0.9208082662287841, 0.901632404029336, 0.9008247097757, 0.9468531702449113, 0.46120028165453986, 0.8317089256925106, 0.0, 0.76447615471273, 0.9810989986832839, nan, 0.7984082425887652, 0.7643855101486978, nan, 0.5800548704152572, 0.48001319623907185, 0.6115788660590143, 0.2554399243140965, nan, 0.9890880748246298, nan, 0.0, nan, 0.9722173761339846, 0.8481281604555305, nan, nan, nan, 0.9725797895684895, nan, nan, 0.749714937286203, nan, 0.47373196624625713, nan, nan, 0.8757377049180328, nan, 0.0, 0.48372452754052053, 0.13677639046538026, 0.9206833002551744, nan, nan, 0.9759336099585062, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9585985293208923, nan, nan, nan, nan, nan, nan, nan, nan, 0.7638357298024206, 0.617911615174032, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7068141815438773, nan, nan, nan, 0.6553452115812918, nan, nan, 0.8727180527383367, 0.0, 0.24348958333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6538648088540059, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4464701850582591, 0.0, nan, nan, 0.0, nan, nan, 0.6893221981955111, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 34.0 1156 0.6001 0.3665 0.5761 0.8241 [0.722570590450061, 0.3123139037045792, 0.9703797310816568, 0.7726955676927963, 0.7573571840738603, 0.7913282948312177, 0.81723031476011, 0.9070026094024041, 0.42527480974709814, 0.8148992882855651, 0.0, 0.7690172365561317, 0.9334694175111176, nan, 0.37332155221113317, 0.6558654300663396, 0.0, 0.4538564609329202, 0.3346474776085126, 0.37090508869610256, 0.020537124802527645, nan, 0.6754370396663413, 0.0, 0.0, nan, 0.9422635135135136, 0.6488124850293885, nan, nan, nan, 0.9594961393522544, 0.0, nan, 0.576103543774374, nan, 0.37270378874856486, 0.0, nan, 0.8662787594085304, nan, 0.0, 0.16211240310077518, 0.04574881312041433, 0.8776873019658614, nan, nan, 0.8732672047316863, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9358478011009619, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8910962429233145, 0.15966468466712155, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6442727159416677, nan, nan, 0.0, 0.5686451612903226, nan, nan, 0.7518486298390604, 0.0, 0.2045929018789144, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.6266092709952569, 0.16153846153846155, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4083323328130628, 0.0, nan, nan, 0.0, nan, nan, 0.635821340690478, nan, nan, nan, nan, 0.0, nan, 0.0, nan] [0.8031610434847485, 0.719787364906423, 0.9902935860485564, 0.8962897947684373, 0.9411368215747997, 0.8748054438370834, 0.8428586436938593, 0.9456601122812495, 0.4994312744867929, 0.8149366114612341, 0.0, 0.8946551508323946, 0.9802186361270172, nan, 0.7950458092975907, 0.7530904633121531, nan, 0.5774178941480436, 0.4807279925221312, 0.6637957670322879, 0.02459791863765374, nan, 0.9887633151467914, nan, 0.0, nan, 0.9731681786461968, 0.7481621552713211, nan, nan, nan, 0.9726637484591636, nan, nan, 0.7264110604332953, nan, 0.4712820978132656, nan, nan, 0.886775956284153, nan, 0.0, 0.16877395924406483, 0.060158910329171394, 0.9129926282960023, nan, nan, 0.9802213001383125, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9559723166285609, nan, nan, nan, nan, nan, nan, nan, nan, 0.8955208441088238, 0.6405944466171295, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6498617048026151, nan, nan, nan, 0.6134465478841871, nan, nan, 0.8765212981744422, 0.0, 0.2552083333333333, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6931963490453724, 0.16153846153846155, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.46620973269362576, 0.0, nan, nan, 0.0, nan, nan, 0.635821340690478, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 35.0 1190 0.5857 0.3646 0.5730 0.8275 [0.7302123470915852, 0.3294754946874347, 0.970552593891148, 0.7629772123719821, 0.756425899047608, 0.7841679642372796, 0.8228240901643414, 0.9047783418654545, 0.4230434917579859, 0.8264967756119009, 0.0, 0.7807849334913737, 0.9311266045481201, nan, 0.37111396099588734, 0.6562265749763713, 0.0, 0.4443785530244162, 0.33229299117635724, 0.35496854182087345, 0.055841293166789124, nan, 0.6763321492007105, 0.0, 0.0, nan, 0.9425807431919097, 0.6596527289446639, nan, nan, nan, 0.96366677087767, 0.0, nan, 0.5970411087070931, nan, 0.36722210504113056, 0.0, nan, 0.8276883312691832, nan, 0.0, 0.2153509899717151, 0.0649895178197065, 0.8782494469026548, nan, nan, 0.8604354946321344, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9385793074349779, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8099412189336909, 0.16118935837245696, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6658394341729743, nan, nan, 0.0, 0.5202508492291612, nan, nan, 0.7471088806458651, 0.0, 0.1882229232386961, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6036389582590082, 0.028205128205128206, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4755490838490474, 0.0, nan, nan, 0.0, nan, nan, 0.6328759973156364, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] [0.8094444276058558, 0.7203936385203409, 0.9898441698011822, 0.9111313380866726, 0.9379889429868277, 0.8747743148510166, 0.870541576929138, 0.9498581153029196, 0.4920829797605936, 0.8264967756119009, 0.0, 0.8904994367254976, 0.9845515509691644, nan, 0.7766295462257458, 0.7536893721750686, nan, 0.5788296087153397, 0.474184857315665, 0.5926927236211957, 0.07190160832544938, nan, 0.9892829306313328, nan, 0.0, nan, 0.9740055826936497, 0.7773127098117537, nan, nan, nan, 0.9763693885884602, nan, nan, 0.7276225769669328, nan, 0.4739134379820343, nan, nan, 0.8399453551912568, nan, 0.0, 0.22530096173246353, 0.08796821793416572, 0.900411114261412, nan, nan, 0.9810511756569847, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9622134338503368, nan, nan, nan, nan, nan, nan, nan, nan, 0.8124547429398986, 0.6445052796245601, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6746291174251948, nan, nan, nan, 0.5542873051224945, nan, nan, 0.8681541582150102, 0.0, 0.23307291666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6714581771683055, 0.028205128205128206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5372172721041809, 0.0, nan, nan, 0.0, nan, nan, 0.6328759973156364, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 36.0 1224 0.5466 0.3595 0.5800 0.8407 [0.7564610642901737, 0.42503227194492255, 0.9681310121712868, 0.769081930990704, 0.7535924913077982, 0.791968647661996, 0.8372650340747397, 0.9095841643612345, 0.40550199532237774, 0.8238451603447802, 0.0, 0.7879358886253297, 0.9330271216097987, nan, 0.372102121247247, 0.6600450078520893, 0.0, 0.43787303309820946, 0.3551527212944536, 0.36080001918511234, 0.07773851590106007, nan, 0.6819037375638612, 0.0, 0.0, nan, 0.9434531585823255, 0.6737480241101982, nan, nan, nan, 0.9605874193353838, 0.0, nan, 0.590622607056606, nan, 0.36841339155749636, 0.0, nan, 0.8649502194625843, nan, 0.0, 0.4531300395836388, 0.11244315832988838, 0.8789135392908978, nan, nan, 0.8779105964387997, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9391741407331607, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8499381188118812, 0.16294050776809396, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.662031288800596, nan, nan, 0.0, 0.5072008379156847, nan, nan, 0.7455102934734997, 0.0, 0.18775933609958506, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5604024176872913, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.44452554744525546, 0.0, nan, nan, 0.0, nan, nan, 0.5564462008798747, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8489073439820568, 0.6943326596959846, 0.9896634263103903, 0.910221124186406, 0.9464932345707341, 0.9184296049109089, 0.8809161107317329, 0.945816213323224, 0.4742448589019084, 0.8238678000879378, 0.0, 0.8897984729002378, 0.9796827632666809, nan, 0.7922077922077922, 0.7630286072561552, nan, 0.5803745039021921, 0.4513663605872326, 0.5810675112003708, 0.10406811731315042, nan, 0.9883086515978177, nan, 0.0, nan, 0.9764131193300768, 0.8240980750435558, nan, nan, nan, 0.9725492590627898, nan, nan, 0.7145809578107184, nan, 0.4593049632519735, nan, nan, 0.8830054644808744, nan, 0.0, 0.5196718003900733, 0.1543700340522134, 0.9014034590303374, nan, nan, 0.9751728907330567, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9641290242847432, nan, nan, nan, nan, nan, nan, nan, nan, 0.8524878452467156, 0.6726632772780602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6703545385969324, nan, nan, nan, 0.5392538975501113, nan, nan, 0.8630831643002028, 0.0, 0.23567708333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6214118788306363, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5008910212474298, 0.0, nan, nan, 0.0, nan, nan, 0.5564462008798747, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 37.0 1258 0.5698 0.3531 0.5793 0.8314 [0.7357710224714739, 0.342209322957593, 0.9705206077909138, 0.7695889208027661, 0.753841628019658, 0.8007517540928833, 0.8573690932311622, 0.9039680426098535, 0.4127483738923474, 0.813370090855803, 0.0, 0.8029823668665236, 0.9342382776865535, nan, 0.3788405373831776, 0.6586318180007171, 0.0, 0.4428378518749351, 0.3467282215977519, 0.3476260762607626, 0.0640176600441501, nan, 0.67876523440975, 0.0, 0.0, nan, 0.9434496473502819, 0.6672242550967068, nan, nan, nan, 0.9644917419592761, 0.0, 0.0, 0.5902297832122394, nan, 0.3767569917403275, 0.0, nan, 0.7799762136447184, nan, 0.0, 0.2437205151090144, 0.11412213740458016, 0.8791603369700317, nan, nan, 0.8430791127980074, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9385399083674946, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8800741809190191, 0.15886854596532016, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7023956532477155, nan, nan, 0.0, 0.5402627813191102, nan, nan, 0.7346582223192837, 0.0, 0.18881856540084388, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.7021050560692504, 0.04230769230769231, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4555036531321116, 0.0, nan, nan, 0.0, nan, nan, 0.6048020281858176, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8173225556003721, 0.7117388630173096, 0.989702505984075, 0.9116550722753181, 0.9371141339031543, 0.8952634134800961, 0.8815989914377266, 0.9461953158537333, 0.480618195605467, 0.8134893008940349, 0.0, 0.9085993240705971, 0.9799889763297303, nan, 0.8002899713113489, 0.7734814385042251, nan, 0.5677756172921716, 0.4748996535987244, 0.5457670322879654, 0.08230842005676443, nan, 0.9911665367627955, nan, 0.0, nan, 0.9766399162595952, 0.8135809289083414, nan, nan, nan, 0.9781401579190407, nan, nan, 0.7120866590649944, nan, 0.471826513020597, nan, nan, 0.788415300546448, nan, 0.0, 0.2571121124487188, 0.16969353007945517, 0.9024666855684718, nan, nan, 0.9831258644536652, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9620280541308781, nan, nan, nan, nan, nan, nan, nan, nan, 0.8836247025964622, 0.6413766132186156, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7151118933869751, nan, nan, nan, 0.5780902004454342, nan, nan, 0.8529411764705882, 0.0, 0.23307291666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7868071784470215, 0.04230769230769231, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5213159698423577, 0.0, nan, nan, 0.0, nan, nan, 0.6048020281858176, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 38.0 1292 0.5808 0.3603 0.5734 0.8286 [0.7321720298387965, 0.33804522436864465, 0.9732281800541777, 0.7681409210441725, 0.7567339822751707, 0.7896551916562966, 0.8592632747360541, 0.9053684828432681, 0.4014001258885119, 0.8287933466449284, 0.0, 0.8037588855388543, 0.9341470732439098, nan, 0.37209643359924915, 0.6573128424602017, 0.0, 0.4522593073411784, 0.33147156046962273, 0.3485141227343822, 0.04240555127216654, nan, 0.6885253310435215, 0.0, 0.0, nan, 0.9424933856861192, 0.6635297104208598, nan, nan, nan, 0.9627977592007263, 0.0, nan, 0.6011192009146158, nan, 0.3693700063635721, 0.0, nan, 0.7912058268141354, nan, 0.0, 0.22227509199340184, 0.08123370981754996, 0.8783625327631397, nan, nan, 0.8539766894136119, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9384545728946574, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8763778716390234, 0.16168958742632614, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.7025191405285256, nan, nan, 0.0, 0.5256360078277886, nan, nan, 0.7347969264544456, 0.0, 0.18873239436619718, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.6371842584527675, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4484348459111866, 0.0, nan, nan, 0.0, nan, nan, 0.5776974125717694, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8166056203064053, 0.7285036464282576, 0.9898392848419716, 0.9062913117916044, 0.9337152854960956, 0.8809938862671365, 0.8742711561695645, 0.9458440885092908, 0.47206023074006537, 0.828869265718892, 0.0, 0.9143071723619978, 0.9772330587622868, nan, 0.7827374525711818, 0.7588736770196798, nan, 0.575313640359055, 0.47968329026227524, 0.585200061795149, 0.05203405865657521, nan, 0.9895427383736035, nan, 0.0, nan, 0.9757240055826937, 0.7774826838907066, nan, nan, nan, 0.9753199024550343, nan, nan, 0.7119441277080958, nan, 0.4740041738499229, nan, nan, 0.8013661202185792, nan, 0.0, 0.2356244535611003, 0.1061293984108967, 0.9026438899914941, nan, nan, 0.977939142461964, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9606068096150281, nan, nan, nan, nan, nan, nan, nan, nan, 0.8800041377883522, 0.643723113023074, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7152376162936888, nan, nan, nan, 0.5608296213808464, nan, nan, 0.848630831643002, 0.0, 0.26171875, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7096432823316725, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.506648389307745, 0.0, nan, nan, 0.0, nan, nan, 0.5776974125717694, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 39.0 1326 0.5811 0.3505 0.5712 0.8282 [0.7367668233298156, 0.3456847148077599, 0.9749309110133852, 0.7699124813708594, 0.7569719012142899, 0.7918225995643188, 0.840156427899609, 0.9085011495231607, 0.407621535165593, 0.834462862899533, 0.0, 0.7837614658423907, 0.9361188377503614, nan, 0.375778678890456, 0.6487177432280814, 0.0, 0.45469018132197575, 0.3417524771711677, 0.35617040930784966, 0.08082975679542204, nan, 0.6747190514113796, 0.0, 0.0, nan, 0.9420876101869174, 0.6792206186295465, nan, nan, nan, 0.9667105213697703, 0.0, nan, 0.588477366255144, nan, 0.3677270824612809, 0.0, nan, 0.7909877937301716, nan, 0.0, 0.18977914740626606, 0.0777736822705492, 0.8738120013874436, nan, nan, 0.8350691379817593, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9384624621018821, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8311875579359357, 0.16485347446829363, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.671774592189817, nan, nan, 0.0, 0.5998195643768527, nan, nan, 0.7245522062035824, 0.0, 0.1702127659574468, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.5600352677140109, 0.00641025641025641, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4419578745811393, 0.0, nan, nan, 0.0, nan, nan, 0.3905376183729774, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan] [0.813034932817917, 0.7430717863105175, 0.990909090909091, 0.9068547775393884, 0.9252970407073047, 0.8825690129621098, 0.8915270263171718, 0.9517201777321863, 0.5015436835358478, 0.8346310274072989, 0.0, 0.8791588434096883, 0.9764292494717824, nan, 0.788999598975846, 0.757498058225171, nan, 0.5857816370561756, 0.4835871776543685, 0.6254441526340182, 0.10690633869441817, nan, 0.9905170174071187, nan, 0.0, nan, 0.9751395673412422, 0.8169379169676624, nan, nan, nan, 0.9814565341006667, nan, nan, 0.7133694412770809, nan, 0.47826875964068594, nan, nan, 0.8038251366120218, nan, 0.0, 0.19880287847198871, 0.11975028376844495, 0.8928267649560533, nan, nan, 0.9814661134163208, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9659210282395106, nan, nan, nan, nan, nan, nan, nan, nan, 0.8347988000413779, 0.6578021118498241, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6834297208951471, nan, nan, nan, 0.6478285077951003, nan, nan, 0.841024340770791, 0.0, 0.23958333333333334, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6161647338947925, 0.00641025641025641, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.5062371487320082, 0.0, nan, nan, 0.0, nan, nan, 0.3905376183729774, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 40.0 1360 0.5604 0.3479 0.5732 0.8332 [0.7488854499219946, 0.36746124058165985, 0.968911867535859, 0.7679598117471946, 0.751838329235539, 0.7907115751606747, 0.8374456091772152, 0.9123553791746012, 0.4095230908542107, 0.818426645170746, 0.0, 0.7835086074083998, 0.9328303262256242, nan, 0.34014359223448337, 0.656110062918546, 0.0, 0.4495555646581739, 0.30137359828215005, 0.35500429650400256, 0.06607929515418502, nan, 0.6778786260900516, 0.0, 0.0, nan, 0.9420699072005934, 0.6467024844048607, nan, nan, nan, 0.9651978965265605, 0.0, nan, 0.5946506938678686, nan, 0.36105668535909735, 0.0, nan, 0.7991918103448276, nan, 0.0, 0.2999266906958275, 0.1133428981348637, 0.8769657083477659, nan, nan, 0.8505176231224941, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9400655579947674, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8329554822753503, 0.16386475255005667, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6762421403032918, nan, nan, 0.0, 0.5401895857680821, nan, nan, 0.7396193771626297, 0.0, 0.19452590420332355, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.6072153864532314, 0.03974358974358974, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.36548163792091987, 0.0, nan, nan, 0.0, nan, nan, 0.5183431511445828, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8332210328997526, 0.6911958527370179, 0.9896096917590738, 0.9094228810437119, 0.9494331667371773, 0.8977039259877228, 0.8896622366969585, 0.9535655150498129, 0.48991640637694767, 0.818426645170746, 0.0, 0.8784829140067593, 0.9795832440211899, nan, 0.6912730974488694, 0.7582279784018491, nan, 0.5846629198519031, 0.4861714411392753, 0.6063262783871466, 0.08514664143803216, nan, 0.9896076903091712, nan, 0.0, nan, 0.9749651081646895, 0.7621212765053329, nan, nan, nan, 0.9792430724374411, nan, nan, 0.7145809578107184, nan, 0.48489247799655205, nan, nan, 0.8105464480874317, nan, 0.0, 0.33018360347030734, 0.1345062429057889, 0.8972923164162178, nan, nan, 0.9829183955739972, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9658283383797812, nan, nan, nan, nan, nan, nan, nan, nan, 0.8361435812558188, 0.6785295267892061, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6895901433241136, nan, nan, nan, 0.579064587973274, nan, nan, 0.8671399594320487, 0.0, 0.2591145833333333, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6723841439216897, 0.03974358974358974, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4270047978067169, 0.0, nan, nan, 0.0, nan, nan, 0.5183431511445828, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 41.0 1394 0.5768 0.3477 0.5656 0.8280 [0.7407581790364577, 0.34156864866214265, 0.9678680542295207, 0.7706719125520799, 0.7569323007744192, 0.7947884032590958, 0.8511547899117149, 0.9117709971016352, 0.4006113375324194, 0.8272709785565764, 0.0, 0.7900239744272776, 0.9361745827984596, nan, 0.3694168415799439, 0.6591748718366018, 0.0, 0.45410191163172176, 0.338175570134333, 0.35557454079453227, 0.07872823618470856, nan, 0.679495183731716, 0.0, 0.0, nan, 0.9436883379711611, 0.6777748668238581, nan, nan, nan, 0.9619474358008886, 0.0, nan, 0.6040381043676233, nan, 0.3805309734513274, 0.0, nan, 0.7983428386957925, nan, 0.0, 0.17270124885966845, 0.07078313253012049, 0.8908632038470721, nan, nan, 0.8374088878438749, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9375451698385932, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8132989690721649, 0.16208393632416787, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6567738730907736, nan, nan, 0.0, 0.5449612403100775, nan, nan, 0.7471812662619254, 0.0, 0.1998001998001998, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.6382927802153969, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34184226369656834, 0.0, nan, nan, 0.0, nan, nan, 0.24263664156289613, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8234928621222684, 0.7213338019506195, 0.9904205949880318, 0.8999523221290336, 0.9342530779655669, 0.8702730634657768, 0.883726427483322, 0.9505605699918047, 0.5075649520645639, 0.8272937124432068, 0.0, 0.8909500563274503, 0.9770033989649999, nan, 0.7763827621309807, 0.7580501773331711, nan, 0.5751538236155874, 0.4761642931764447, 0.6429785261856944, 0.09839167455061495, nan, 0.9896726422447389, nan, 0.0, nan, 0.9762037683182135, 0.8245017634810692, nan, nan, nan, 0.9749688016394882, nan, nan, 0.7185005701254276, nan, 0.47990200526268034, nan, nan, 0.8108196721311476, nan, 0.0, 0.1846122805837649, 0.08002270147559591, 0.9257513467536149, nan, nan, 0.9852005532503458, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9619353642711488, nan, nan, nan, nan, nan, nan, nan, nan, 0.8160753077480087, 0.6570199452483378, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6649484536082474, nan, nan, nan, 0.5871380846325167, nan, nan, 0.8737322515212982, 0.0, 0.2604166666666667, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7055866660787513, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.38917066483893076, 0.0, nan, nan, 0.0, nan, nan, 0.24263664156289613, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 42.0 1428 0.6262 0.3327 0.5654 0.8180 [0.7233558876962749, 0.30030863528272295, 0.9679533380746228, 0.7692959322798958, 0.7562252421738977, 0.7546728163735947, 0.8546624948707428, 0.9117119439700084, 0.4014735986191254, 0.8230450036182433, 0.0, 0.8032913288685231, 0.9351320405736682, nan, 0.3669293140185045, 0.6314478027312148, 0.0, 0.454761161411177, 0.33677063441544663, 0.3351529036756649, 0.056327724945135334, nan, 0.6856062311467291, 0.0, 0.0, nan, 0.9432705169231811, 0.6681721284821331, nan, nan, nan, 0.9599073917217235, 0.0, 0.0, 0.6178261888029983, nan, 0.37990914419695193, 0.0, nan, 0.8288027451611174, nan, 0.0, 0.07807504078303426, 0.0605705353653771, 0.8799530985964066, nan, nan, 0.8452487074344803, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9397543322221221, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8379185986604842, 0.16487730061349692, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6898898651157035, nan, nan, 0.0, 0.6121794871794872, nan, nan, 0.7310887625710538, 0.0, 0.18515037593984962, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.64452131043257, 0.09358974358974359, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.31375900378464167, 0.0, nan, nan, 0.0, nan, nan, 0.281261650883603, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan] [0.8034571435898991, 0.7301291626394869, 0.9906355331932979, 0.8987567633949534, 0.9281150732473343, 0.8149444036308849, 0.8752692125860168, 0.9463514168957078, 0.5081246501886725, 0.8230525428697054, 0.0, 0.9128301414444862, 0.9753498484245338, nan, 0.7915291359471882, 0.7304067901292333, nan, 0.581972671336867, 0.43635563864298677, 0.6497373706164066, 0.0728476821192053, nan, 0.9890880748246298, nan, 0.0, nan, 0.971920795533845, 0.7858326605192708, nan, nan, nan, 0.9731026244785962, nan, nan, 0.7518529076396807, nan, 0.4704654750022684, nan, nan, 0.8446994535519126, nan, 0.0, 0.08046943304862465, 0.08796821793416572, 0.9043096115679047, nan, nan, 0.983609958506224, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9667861335969845, nan, nan, nan, nan, nan, nan, nan, nan, 0.8412123719871728, 0.6726632772780602, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.700905204928338, nan, nan, nan, 0.6646714922048997, nan, nan, 0.847870182555781, 0.0, 0.2565104166666667, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7148022399576701, 0.09358974358974359, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3522960932145305, 0.0, nan, nan, 0.0, nan, nan, 0.281261650883603, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 43.0 1462 0.5845 0.3338 0.5650 0.8273 [0.7450309438338649, 0.33854373026929613, 0.9645151000080939, 0.7702613303137625, 0.7549893842887474, 0.7839827923703737, 0.8258910792512943, 0.9114825628027848, 0.3980513614659956, 0.8121610728418585, 0.0, 0.7763036506611607, 0.9356477064220183, nan, 0.37141088930786836, 0.6395473828455145, 0.0, 0.45280103564195184, 0.33984686552879245, 0.3511148928742855, 0.05738880918220947, nan, 0.6908785318433724, 0.0, 0.0, nan, 0.9433042390854323, 0.6620647059892096, nan, nan, nan, 0.9633627985706226, 0.0, 0.0, 0.6091532639545885, nan, 0.3741762618582084, 0.0, nan, 0.8051514171785753, nan, 0.0, 0.17198374956697005, 0.10397700047915669, 0.879547570605883, nan, nan, 0.8400543189466848, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9330668734713357, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8637487126673532, 0.1586227786752827, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6996785361028685, nan, nan, 0.0, 0.5647741935483871, nan, nan, 0.7316593886462882, 0.0, 0.18942307692307692, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5860202213199586, 0.07948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3288980283053103, 0.0, nan, nan, 0.0, nan, nan, 0.2892028931474163, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan] [0.8327652252575721, 0.6982163254547052, 0.989595036881442, 0.9041747032774924, 0.9434457439103966, 0.8577529852697638, 0.8714871040605138, 0.9503208433916296, 0.5012096701392024, 0.8121610728418585, 0.0, 0.8847665540117662, 0.975916342591175, nan, 0.7960637936884968, 0.7293680575701145, nan, 0.5776309831393336, 0.46857645571012263, 0.6215433338482929, 0.07568590350047304, nan, 0.9878539880488438, nan, 0.0, nan, 0.9738398464759246, 0.774359410189946, nan, nan, nan, 0.9773959768426115, nan, nan, 0.7341790193842646, nan, 0.468832229380274, nan, nan, 0.8165027322404371, nan, 0.0, 0.18363709731656466, 0.123155505107832, 0.9039552027218599, nan, nan, 0.9839557399723374, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9665080640177964, nan, nan, nan, nan, nan, nan, nan, nan, 0.8675907727319747, 0.6143918654673446, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7114659290922806, nan, nan, nan, 0.6092706013363028, nan, nan, 0.8496450304259635, 0.0, 0.2565104166666667, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6491467877772389, 0.07948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.37272104180945853, 0.0, nan, nan, 0.0, nan, nan, 0.2892028931474163, nan, nan, nan, nan, nan, nan, nan, nan]
0.2219 44.0 1496 0.5938 0.3523 0.5707 0.8257 [0.7382453149834671, 0.3287607879094982, 0.9700375786878576, 0.768301160201282, 0.7586459486895534, 0.7796681536780772, 0.8368380855397148, 0.9094805984154573, 0.40568235766716576, 0.7865674923054375, 0.0, 0.7889003128212981, 0.9382093501911203, nan, 0.373183887712786, 0.6523822629474332, 0.0, 0.4452049180327869, 0.32824634979807393, 0.3625075239093118, 0.05522827687776141, nan, 0.682558868296177, 0.0, 0.0, nan, 0.9430427876166013, 0.6480473751600512, nan, nan, nan, 0.9589970101594331, 0.0, 0.0, 0.5845831880013952, nan, 0.3719300728997098, 0.0, nan, 0.7588012958963283, nan, 0.0, 0.13563812807252762, 0.11767554479418886, 0.8768403268627384, nan, nan, 0.8789907631268985, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9383615477629987, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8818322182192486, 0.15617782909930716, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6840148698884758, nan, nan, nan, 0.5685384515627027, nan, nan, 0.7476655808903366, 0.0, 0.20568927789934355, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.6899096326111834, 0.13333333333333333, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.36867239732569246, 0.0, nan, nan, 0.0, nan, nan, 0.4014987696666915, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8219377536960054, 0.718293647306915, 0.9898685945972351, 0.9022206329598567, 0.9431517506937522, 0.8530711857653372, 0.863345064873667, 0.9510121480060879, 0.5014173000884684, 0.7865674923054375, 0.0, 0.9028163725122043, 0.9770799522307622, nan, 0.7939352808711478, 0.7541947015281534, nan, 0.5786964280957835, 0.4647825369769616, 0.6280318245017766, 0.07095553453169347, nan, 0.9903221616004156, nan, 0.0, nan, 0.9735781577110956, 0.7742531763906004, nan, nan, nan, 0.9719272000091591, nan, nan, 0.7166476624857469, nan, 0.47681698575446874, nan, nan, 0.7679234972677595, nan, 0.0, 0.14288116214943844, 0.13791146424517595, 0.901297136376524, nan, nan, 0.980567081604426, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.959061978619539, nan, nan, nan, nan, nan, nan, nan, nan, 0.8862108203165409, 0.6347281971059836, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6939904450590898, nan, nan, nan, 0.6102449888641426, nan, nan, 0.8729716024340771, 0.0, 0.24479166666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.7708893690197981, 0.13333333333333333, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4233036326250857, 0.0, nan, nan, 0.0, nan, nan, 0.4014987696666915, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 45.0 1530 0.5913 0.3422 0.5622 0.8255 [0.7388017981371966, 0.325757885025188, 0.9718305123820868, 0.7658085852966707, 0.7560574691723165, 0.7813376211675575, 0.8261413696435723, 0.912060729218755, 0.40830462726852473, 0.790204089110362, 0.0, 0.7782451528097273, 0.9374898761577994, nan, 0.3775393879161673, 0.6518813117825419, 0.0, 0.44455599721345734, 0.32447418738049716, 0.3515283353143011, 0.043510324483775814, nan, 0.6896926350097324, 0.0, 0.0, nan, 0.9430608292670551, 0.6469379872182035, nan, nan, nan, 0.9625751208711761, 0.0, 0.0, 0.6134578772013327, nan, 0.37154402381965124, 0.0, nan, 0.7612254822499595, nan, 0.0, 0.12407799371432236, 0.12047569803516028, 0.8841945916190739, nan, nan, 0.8436980773795395, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9396572531981656, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8227286789728782, 0.15786259541984732, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6766385302879842, nan, nan, 0.0, 0.570707724155777, nan, nan, 0.7271528998242531, 0.0, 0.20088300220750552, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5682971301728238, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.34614460725438384, 0.0, nan, nan, 0.0, nan, nan, 0.45552158675713966, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.825747419615816, 0.7011422546349179, 0.9884177617116897, 0.9049584985804997, 0.9531618611921784, 0.8501014804945773, 0.8668907916163261, 0.9558457052700827, 0.4943488544243234, 0.790204089110362, 0.0, 0.8892977844536237, 0.9747374222984353, nan, 0.7968658419964834, 0.7423849673875408, nan, 0.5779239805023573, 0.46654203551987683, 0.6053993511509347, 0.05581835383159887, nan, 0.9896076903091712, nan, 0.0, nan, 0.9727494766224704, 0.7828793608974631, nan, nan, nan, 0.975575595440269, nan, nan, 0.7348204104903079, nan, 0.4755466836040287, nan, nan, 0.7698360655737705, nan, 0.0, 0.13010289864819424, 0.1322360953461975, 0.910830734335129, nan, nan, 0.9832641770401106, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9622443304702466, nan, nan, nan, nan, nan, nan, nan, nan, 0.8252818868314886, 0.6065701994524834, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6853155644958512, nan, nan, nan, 0.6140033407572383, nan, nan, 0.8392494929006086, 0.0, 0.23697916666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.632170730631862, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3950651130911583, 0.0, nan, nan, 0.0, nan, nan, 0.45552158675713966, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 46.0 1564 0.5893 0.3466 0.5696 0.8286 [0.7448710978705039, 0.34925767101756305, 0.9713872028689507, 0.7661046220692517, 0.7591134542679755, 0.7912380396208616, 0.8165654496231799, 0.9079819197022069, 0.41308629534628066, 0.7769309687820607, 0.0, 0.7699273361750999, 0.9345702695974344, nan, 0.37505096988407993, 0.6450669476917547, 0.0, 0.4478521229259367, 0.32960329486731166, 0.35151501757022563, 0.06177325581395349, nan, 0.6826328524061296, 0.0, 0.0, nan, 0.9432385482021183, 0.6426900888727197, nan, nan, nan, 0.9638803510765168, 0.0, nan, 0.5971623563218391, nan, 0.37462213905282854, 0.0, nan, 0.7851128144229731, nan, 0.0, 0.12604073267580376, 0.10691537761601456, 0.8841066410801178, nan, nan, 0.87268262737876, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9396463274790271, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8608390887537367, 0.15951755665791265, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6812887236679058, nan, nan, 0.0, 0.5443940375891121, nan, nan, 0.7385692408663312, 0.0, 0.1953781512605042, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5824840764331211, 0.10128205128205128, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3619850409592782, 0.0, nan, nan, 0.0, nan, nan, 0.5562225039146969, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8289439018533069, 0.7184869519374396, 0.9897415856577597, 0.9068800612588402, 0.9416100789479345, 0.8772770853307766, 0.87934023217944, 0.9519153040346544, 0.4884810515102822, 0.7769309687820607, 0.0, 0.8726999624483665, 0.9771105735370671, nan, 0.7944596970725237, 0.7389225255238113, nan, 0.5737154729243801, 0.4664320668609446, 0.6142824038312993, 0.0804162724692526, nan, 0.9895427383736035, nan, 0.0, nan, 0.9756891137473831, 0.7882122976246122, nan, nan, nan, 0.9777776081638572, nan, nan, 0.7108751425313569, nan, 0.47228019236003993, nan, nan, 0.7948087431693989, nan, 0.0, 0.13235590826551885, 0.1333711691259932, 0.914374822795577, nan, nan, 0.9831258644536652, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9620589507507878, nan, nan, nan, nan, nan, nan, nan, nan, 0.8638667632150615, 0.6413766132186156, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6912245411113905, nan, nan, nan, 0.5846325167037862, nan, nan, 0.8559837728194726, 0.0, 0.2421875, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6451783588341637, 0.10128205128205128, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4179575051405072, 0.0, nan, nan, 0.0, nan, nan, 0.5562225039146969, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 47.0 1598 0.5806 0.3528 0.5702 0.8318 [0.7477094022789365, 0.36590569464560774, 0.9677766048406743, 0.7650843606272518, 0.7554227762325012, 0.7826952526799388, 0.8411169956668272, 0.9117651790166817, 0.401527807307961, 0.7903781327861644, 0.0, 0.7931125362382501, 0.9348052214424895, nan, 0.36241960716148097, 0.650876033327621, 0.0, 0.4490809429607649, 0.32310689067445825, 0.35395927601809957, 0.08243727598566308, nan, 0.6884838067667812, 0.0, 0.0, nan, 0.9421938892134204, 0.6584828509993302, nan, nan, nan, 0.9642882670047362, 0.0, 0.0, 0.6129221732745962, nan, 0.3685587050258005, 0.0, nan, 0.8513267708110421, nan, 0.0, 0.18234338892011742, 0.13274745605920443, 0.8816988950276243, nan, nan, 0.8547465881079781, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9401268115942029, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8445430162987415, 0.15580592773041008, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6837861307530083, nan, nan, nan, 0.5279906481361216, nan, nan, 0.7425569176882661, 0.0, 0.19291338582677164, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.6012660731948566, 0.035897435897435895, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.33033896275002994, 0.0, nan, nan, 0.0, nan, nan, 0.5181940198344642, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8371659256392382, 0.6992267814779017, 0.9897171608617068, 0.9096793301981522, 0.9464573817394359, 0.8909613876056829, 0.8718022797709724, 0.9479570276131594, 0.47735028075180097, 0.7903781327861644, 0.0, 0.9040430592064088, 0.9769268456992375, nan, 0.7718172563778265, 0.7463808124573044, nan, 0.5804810483978371, 0.4377852312091054, 0.6042406921056697, 0.10879848628192999, nan, 0.988633411275656, nan, 0.0, nan, 0.9707868108862526, 0.7938001954701908, nan, nan, nan, 0.9782355657493522, nan, nan, 0.743657354618016, nan, 0.47309681517103713, nan, nan, 0.8695628415300547, nan, 0.0, 0.19634810679938125, 0.16288308740068105, 0.9049475474907853, nan, nan, 0.9831950207468879, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9620280541308781, nan, nan, nan, nan, nan, nan, nan, nan, 0.8469018309713459, 0.6003128666405945, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.692984661805381, nan, nan, nan, 0.5658407572383074, nan, nan, 0.8600405679513184, 0.0, 0.2552083333333333, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6700912738656907, 0.035897435897435895, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.378067169294037, 0.0, nan, nan, 0.0, nan, nan, 0.5181940198344642, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 48.0 1632 0.5929 0.3386 0.5648 0.8261 [0.7395597607241505, 0.33295338727458035, 0.9673606504965094, 0.7669795219228495, 0.7561759573881899, 0.7831479559606533, 0.8201576190709285, 0.9111712321046105, 0.3953664593477331, 0.7906071376227466, 0.0, 0.7696542270958613, 0.9338659012528282, nan, 0.3572659474332054, 0.656169139563067, 0.0, 0.448602372356885, 0.32762733855104004, 0.35267847022284693, 0.075, nan, 0.686429215509468, 0.0, 0.0, nan, 0.9420642978003384, 0.6648914947872396, nan, nan, nan, 0.9613899613899614, 0.0, 0.0, 0.5993414476392074, nan, 0.3704974271012007, 0.0, nan, 0.8361324247464721, nan, 0.0, 0.12977293716760613, 0.1390032007315958, 0.8870159296896457, nan, nan, 0.8440323347598668, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9396346066737128, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8316658071170706, 0.16131291904333034, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.6676598386095592, nan, nan, 0.0, 0.5683229813664596, nan, nan, 0.7343612334801762, 0.0, 0.19242579324462641, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5728597449908925, 0.016666666666666666, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.33018296377075, 0.0, nan, nan, 0.0, nan, nan, 0.440272910297517, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan] [0.8290068522693625, 0.7032510324224585, 0.9902935860485564, 0.9040844042794501, 0.9446790813070508, 0.8644457172740969, 0.8801281714555865, 0.946323541709641, 0.47572535071406646, 0.7906071376227466, 0.0, 0.8715233445988234, 0.9763526962060202, nan, 0.7610513002436993, 0.7498900440759492, nan, 0.5792291505740085, 0.4304173310606477, 0.6008419589062258, 0.09933774834437085, nan, 0.9888932190179267, nan, 0.0, nan, 0.9713189113747384, 0.8143670590234989, nan, nan, nan, 0.9740185396495861, nan, nan, 0.7264110604332953, nan, 0.4703747391343798, nan, nan, 0.8515300546448088, nan, 0.0, 0.13703006254623715, 0.17253121452894438, 0.9156861355259427, nan, nan, 0.9820193637621023, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9613792251127726, nan, nan, nan, nan, nan, nan, nan, nan, 0.8340746870797558, 0.6304262807978099, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6761377923057581, nan, nan, nan, 0.611358574610245, nan, nan, 0.8453346855983773, 0.0, 0.24479166666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6379029057718594, 0.016666666666666666, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.37354352296093213, 0.0, nan, nan, 0.0, nan, nan, 0.440272910297517, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 49.0 1666 0.5798 0.3463 0.5709 0.8303 [0.7466320614775621, 0.3605835686555385, 0.9676787650393807, 0.7650954885221484, 0.7561258609356691, 0.786043968062999, 0.8193691714271764, 0.9107801728971214, 0.4060517840846526, 0.7875934339733255, 0.0, 0.7650291386913072, 0.934667894521429, nan, 0.357606334115863, 0.6499922816310945, 0.0, 0.4429050369592438, 0.3352452769644218, 0.3533907665120389, 0.0945945945945946, nan, 0.6834625902183171, 0.0, 0.0, nan, 0.9432840861122836, 0.6608441998159499, nan, nan, nan, 0.9635221972511774, 0.0, nan, 0.5853143159006867, nan, 0.36705423658010167, 0.0, nan, 0.8522209719766383, nan, 0.0, 0.18813969356739657, 0.14964028776978416, 0.8824339681118496, nan, nan, 0.8555101058710298, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.938736612815393, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8410848716097762, 0.1611578142911731, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6703869047619048, nan, nan, 0.0, 0.5172278778386844, nan, nan, 0.7414581066376497, 0.0, 0.203913491246138, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5749930470022647, 0.028205128205128206, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3653250773993808, 0.0, nan, nan, 0.0, nan, nan, 0.48482588919543657, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8320238092462504, 0.6944996046041648, 0.9896927360656539, 0.9054063816107897, 0.9485798693522828, 0.8948711882556561, 0.8815201975101119, 0.9509340974851007, 0.4860165742863849, 0.7875934339733255, 0.0, 0.8643134309675804, 0.9790014392013964, nan, 0.7565474905142363, 0.7486641524971692, nan, 0.5841301973736782, 0.45955902567768186, 0.6178742468716206, 0.12582781456953643, nan, 0.990257209664848, nan, 0.0, nan, 0.9746336357292393, 0.8086516806187056, nan, nan, nan, 0.9767891830418306, nan, nan, 0.7106613454960091, nan, 0.47835949550857454, nan, nan, 0.8691256830601093, nan, 0.0, 0.20398143789091397, 0.17707150964812712, 0.908172667989793, nan, nan, 0.9835408022130013, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.9586912191806216, nan, nan, nan, nan, nan, nan, nan, nan, 0.8436950449984484, 0.6597575283535393, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.679658033693739, nan, nan, nan, 0.5516425389755011, nan, nan, 0.8638438133874239, 0.0, 0.2578125, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6381233740464747, 0.028205128205128206, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.4205620287868403, 0.0, nan, nan, 0.0, nan, nan, 0.48482588919543657, nan, nan, nan, nan, nan, nan, nan, nan]
0.1853 50.0 1700 0.6049 0.3447 0.5676 0.8226 [0.7326548261190029, 0.31403251023310264, 0.9683257053860633, 0.7656613170152077, 0.757276930666942, 0.7763142928638049, 0.8294222929302973, 0.9085291734197731, 0.40465645381465193, 0.7791935365674924, 0.0, 0.7775910859568447, 0.933100826663359, nan, 0.3629440157229978, 0.6522244125080773, 0.0, 0.4452428449293653, 0.34196252465483234, 0.35037349788892497, 0.06929248723559446, nan, 0.6822634757324983, 0.0, 0.0, nan, 0.942328838963983, 0.6631026269580487, nan, nan, nan, 0.9594628211313473, 0.0, nan, 0.584703235853954, nan, 0.3723730141768184, 0.0, nan, 0.8259911894273128, nan, 0.0, 0.10308946232402307, 0.09477124183006536, 0.8886679238813646, nan, nan, 0.8582377791188895, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.9396076304131634, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.8530927835051546, 0.15884194053208137, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.6692727724000993, nan, nan, 0.0, 0.5950668036998972, nan, nan, 0.7356296621325142, 0.0, 0.20084121976866456, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.5774251140646697, 0.05, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.3490271438866202, 0.0, nan, nan, 0.0, nan, nan, 0.5098799492953545, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] [0.8157732759163365, 0.702416307881557, 0.9901226124761858, 0.9007108337125891, 0.9465649402333303, 0.8498462228088307, 0.8763460629300835, 0.9500476665681743, 0.48168342751909293, 0.7791935365674924, 0.0, 0.8805107022155464, 0.979024405181125, nan, 0.7747478175031619, 0.7461936534376433, nan, 0.582611938310737, 0.45757958981690217, 0.6249806890159123, 0.08987701040681173, nan, 0.990646921278254, nan, 0.0, nan, 0.9717725052337753, 0.8103726681681044, nan, nan, nan, 0.9714692424236642, nan, nan, 0.7224201824401368, nan, 0.4742763814535886, nan, nan, 0.8401639344262295, nan, 0.0, 0.10760642948416167, 0.1152099886492622, 0.9185568471789056, nan, nan, 0.9834716459197786, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.963325712167089, nan, nan, nan, nan, nan, nan, nan, nan, 0.8560049653460226, 0.6351192804067266, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.6780236359064622, nan, nan, nan, 0.6447661469933185, nan, nan, 0.8501521298174443, 0.0, 0.24869791666666666, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.6417390537501654, 0.05, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.39835503769705277, 0.0, nan, nan, 0.0, nan, nan, 0.5098799492953545, nan, nan, nan, nan, nan, nan, nan, nan]

Framework versions

  • Transformers 4.35.0.dev0
  • Pytorch 2.0.1+cu118
  • Datasets 2.14.5
  • Tokenizers 0.14.1
Downloads last month
5
Inference API
Unable to determine this model’s pipeline type. Check the docs .

Model tree for nommis/final_segformer

Base model

nvidia/segformer-b0-finetuned-ade-512-512
Finetuned
(33)
this model

Dataset used to train nommis/final_segformer

Evaluation results

Metadata error: specify a dataset to view leaderboard