lora_segformer

nommis/lora_segformer

lora_segformer is a machine learning model from nommis. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.

should probably proofread and complete it, then remove this comment. --

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Access

Public

Updated Oct 16, 2023

Repo size

293 MB

Likes

Public

Hugging Face

Repo makeup

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.bin2.3 MB · 93%

At a glance

License: other
Access: Public
Created: Oct 16, 2023
Updated: Oct 16, 2023
SHA: 68a8e152

Base models

nvidia/segformer-b0-finetuned-ade-512-512

Datasets

scene_parse_150

Model card

From the Hugging Face model README

lora_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: 0.4393
Mean Iou: 0.3682
Mean Accuracy: 0.5707
Overall Accuracy: 0.8396
Per Category Iou: [0.6438135421351039, 0.9050984072652993, 0.9749698684406963, 0.7369247110674255, 0.752654357505371, 0.8027859009457442, 0.5003933394519471, 0.6087506208515826, 0.7086873558198924, 0.0, 0.5266673119736714, 0.6564246536171983, 0.8532161335841957, 0.9411694700095208, 0.44680635049557726, 0.6368607368445408, 0.7191841188567591, 0.8702582894594784, 0.8936646895801497, 0.4566314362463284, 0.5366785367432826, nan, 0.9618790668147913, 0.0, nan, 0.9237170739775875, 0.0, nan, 0.0, 0.0, nan, 0.9728922153107986, 0.0, 0.0, nan, nan, 0.3453142950927294, nan, 0.0, 0.9417587233463799, nan, nan, 0.5209098524389458, 0.2924377427461732, 0.0, nan, nan, 0.1969524675915397, nan, nan, 0.857620930940067, nan, nan, nan, nan, nan, nan, 0.45423584504044273, nan, 0.0, nan, nan, nan, 0.43041626597060034, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4432651787107851, nan, nan, nan, nan, nan, 0.3351013020964255, nan, 0.0, nan, nan, 0.7692795267272343, nan, nan, nan, 0.8001664342584679, 0.0, nan, nan, nan, nan, nan, 0.12577983497685652, nan, 0.0, nan, 0.8418795086761552, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7059779664078021, nan, 0.42956026058631924, nan, 0.0, 0.0, 0.0, nan, nan, 0.017543859649122806, 0.32014218009478673, 0.0, 0.0, 0.0, nan, nan, nan, 0.6160586916649684, nan, 0.02803347280334728, nan, nan, 0.3776207302709069, nan, nan]
Per Category Accuracy: [0.7197732663811959, 0.9539751388649803, 0.9812404259841538, 0.8428192733510058, 0.8449438987731134, 0.8896694090217593, 0.9736590343771925, 0.9186301631212439, 0.8542672739340398, nan, 0.7893896895250991, 0.751301657195561, 0.9366714807852123, 0.9824016563146998, 0.7211741330219792, 0.7214271985462424, 0.9486271036315324, 0.9383752542303241, 0.9309670282229777, 0.6021451981328831, 0.5816638012701308, nan, 0.9796657291565641, nan, nan, 0.9592377885131508, nan, nan, 0.0, 0.0, nan, 0.9877390687137204, 0.0, nan, nan, nan, 0.6032110091743119, nan, nan, 0.9756551961674547, nan, nan, 0.6600261267145656, 0.3362227475702653, nan, nan, nan, 0.1969524675915397, nan, nan, 0.9168331552292895, nan, nan, nan, nan, nan, nan, 0.5525634386328327, nan, nan, nan, nan, nan, 0.43041626597060034, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5317854133508099, nan, nan, nan, nan, nan, 0.8805268233398064, nan, nan, nan, nan, 0.965910598222576, nan, nan, nan, 0.9506212424849699, nan, nan, nan, nan, nan, nan, 0.12616067823980623, nan, 0.0, nan, 0.8465560057508822, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7475616752725186, nan, 0.503916698509744, nan, 0.0, nan, 0.0, nan, nan, 0.01847826086956522, 0.3420253164556962, nan, 0.0, nan, nan, nan, nan, 0.971401028277635, nan, 0.02803347280334728, nan, nan, 0.5647348951911221, 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
0.578	1.0	34	0.4335	0.4257	0.6028	0.8404	[0.6418663414548549, 0.9074896632653997, 0.9748859857913768, 0.7452536974490729, 0.7725095836297798, 0.7895563784996465, 0.8048589812977329, 0.5835084591054788, 0.697607921158562, nan, 0.4623885262480463, 0.8163175164058556, 0.8420685621738349, 0.9439050269263879, 0.44604931475096343, 0.6465933007665364, 0.4895793655112369, 0.8706154885621441, 0.8845340235714567, 0.41549986836121683, 0.4928002043400985, nan, 0.9610218428320362, 0.0, nan, 0.9377188361788492, nan, 0.0, 0.0, 0.0, nan, 0.964612649417461, 0.0, nan, nan, nan, 0.348677327753699, nan, 0.0, 0.9272350843256967, nan, nan, 0.55854970518258, 0.4112942317014057, nan, nan, nan, 0.25881282692745056, nan, nan, 0.8393401015228427, nan, nan, nan, nan, nan, nan, 0.39275766016713093, nan, nan, nan, nan, nan, 0.40651188350048084, nan, nan, 0.0, nan, 0.25857991578704503, 0.0, nan, 0.5728976234003657, nan, nan, nan, nan, nan, 0.363462959372429, nan, 0.0, nan, nan, 0.7479575163398693, nan, nan, nan, 0.7846516007532957, 0.0, nan, nan, nan, nan, nan, 0.09929364278506558, nan, 0.0, nan, 0.9310013453776668, nan, nan, 0.4705128205128205, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.7383895756765787, nan, 0.438504855953644, nan, 0.05760041327650781, nan, 0.0, nan, nan, 0.003260869565217391, 0.5562637362637363, 0.0, 0.0, 0.0, nan, nan, nan, 0.759592795614722, nan, 0.14393305439330545, nan, nan, 0.3608919902912621, nan, nan]	[0.7211903514987216, 0.9599807007377846, 0.9831424027206697, 0.8425726812180201, 0.847612056811959, 0.8857605833502127, 0.8536258689967472, 0.7491993840367398, 0.8626896756917584, nan, 0.810748944127414, 0.9622593793698492, 0.9061166200046796, 0.9761697722567287, 0.6306765808394272, 0.7273680348063113, 0.49806244464127547, 0.9265145964157804, 0.908221358804166, 0.5747012281921409, 0.541548249769014, nan, 0.989946012349271, nan, nan, 0.9746537842190016, nan, nan, 0.0, 0.0, nan, 0.991783912024658, 0.0, nan, nan, nan, 0.6688646788990825, nan, nan, 0.9605942950183173, nan, nan, 0.8816949706074461, 0.4457578145521408, nan, nan, nan, 0.25881282692745056, nan, nan, 0.9218975049946568, nan, nan, nan, nan, nan, nan, 0.43811496633868463, nan, nan, nan, nan, nan, 0.40651188350048084, nan, nan, nan, nan, 0.8542301829268293, 0.0, nan, 0.9388634023031551, nan, nan, nan, nan, nan, 0.9162604525819363, nan, nan, nan, nan, 0.9714816288632445, nan, nan, nan, 0.8906346025384102, nan, nan, nan, nan, nan, nan, 0.09931368591037545, nan, 0.0, nan, 0.94967978042086, nan, nan, 0.4705128205128205, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8452859055268693, nan, 0.5132785632403516, nan, 0.058808016877637134, nan, 0.0, nan, nan, 0.003260869565217391, 0.640759493670886, nan, 0.0, nan, nan, nan, nan, 0.9350899742930592, nan, 0.14393305439330545, nan, nan, 0.4190593623392637, nan, nan]
0.4993	2.0	68	0.4278	0.4096	0.5930	0.8430	[0.6486897398675289, 0.9074343772576632, 0.9744601102660768, 0.7465532772015864, 0.7681879849069403, 0.7897608024986333, 0.7944699903194579, 0.6158370888921195, 0.6883525108587976, 0.0, 0.49035256796369914, 0.8199290959736643, 0.8454046065889448, 0.9456680469703335, 0.44078245406046235, 0.6456171665825928, 0.5266565939995683, 0.8698475329451425, 0.8893031409023717, 0.4024576802507837, 0.4831831409500525, nan, 0.9610213356899382, 0.0, nan, 0.9382585970022829, 0.0, 0.0, 0.0, 0.0, nan, 0.9632908109127779, 0.0, nan, nan, nan, 0.34785257386536705, nan, 0.0, 0.923812410031063, nan, nan, 0.5771766740528563, 0.3727795846885164, nan, nan, nan, 0.2733682055947237, nan, nan, 0.8165573770491803, nan, nan, nan, nan, nan, nan, 0.39990880072959417, nan, nan, nan, nan, nan, 0.38466822365709574, nan, nan, nan, nan, 0.24839483753810235, 0.0, nan, 0.5752045311516677, nan, nan, nan, nan, nan, 0.3594674325315685, nan, 0.0, nan, nan, 0.7540509856538342, nan, nan, nan, 0.7936648010961195, 0.0, nan, nan, nan, nan, nan, 0.0621719822365765, nan, 0.0, nan, 0.9265348060621629, nan, nan, 0.22948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.74375, nan, 0.43235921851912656, nan, 0.06743400475415989, nan, 0.0, nan, nan, 0.0, 0.5388962765957447, 0.0, 0.0, 0.0, nan, nan, nan, 0.767913593256059, nan, 0.16778242677824268, nan, nan, 0.34077017114914426, nan, nan]	[0.7329041003049813, 0.9592775869133545, 0.9832450141823699, 0.865578276683626, 0.8444545422769059, 0.8903158520765906, 0.8374896358186109, 0.7504667420721985, 0.8269745725859977, nan, 0.7873907856981656, 0.9633453333730029, 0.9138945143253645, 0.9787370600414078, 0.6092709805608472, 0.72680016075204, 0.5403011514614703, 0.9329585219374233, 0.9171253575090389, 0.5312675869831496, 0.5223676362232904, nan, 0.9843532796689619, nan, nan, 0.9750939345142243, nan, nan, 0.0, 0.0, nan, 0.9930333407877722, 0.0, nan, nan, nan, 0.6548165137614679, nan, nan, 0.9544885242821806, nan, nan, 0.8719382756368387, 0.39138429209351194, nan, nan, nan, 0.2733682055947237, nan, nan, 0.9257073827997956, nan, nan, nan, nan, nan, nan, 0.45416882444329365, nan, nan, nan, nan, nan, 0.38466822365709574, nan, nan, nan, nan, 0.7298018292682927, 0.0, nan, 0.94129763130793, nan, nan, nan, nan, nan, 0.9126936947647921, nan, nan, nan, nan, 0.969094044302958, nan, nan, nan, 0.913186372745491, nan, nan, nan, nan, nan, nan, 0.0621719822365765, nan, 0.0, nan, 0.9428832832309502, nan, nan, 0.22948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8420348058902276, nan, 0.5031524646541842, nan, 0.07107067510548523, nan, 0.0, nan, nan, 0.0, 0.6155696202531645, nan, 0.0, nan, nan, nan, nan, 0.9366966580976864, nan, 0.16778242677824268, nan, nan, 0.3928131055134754, nan, nan]
0.5557	3.0	102	0.4295	0.4108	0.5965	0.8426	[0.6488481958660854, 0.9080819839680278, 0.9758335149269993, 0.7487195591075382, 0.7730225898142805, 0.7979049791304281, 0.7225942715845869, 0.6050706012315568, 0.706028681486982, 0.0, 0.46621396588091624, 0.7937648646911358, 0.8453008164057253, 0.9442843996318969, 0.440574681330026, 0.6488939041305216, 0.5999384046812443, 0.8700610867687978, 0.8900720325712496, 0.42334788648541377, 0.44026873139800715, nan, 0.9611629148221406, 0.0, nan, 0.941291888263541, 0.0, 0.0, 0.0, 0.0, nan, 0.9647750436291921, 0.0, nan, nan, nan, 0.3419296116504854, nan, 0.0, 0.9283184373539918, nan, nan, 0.5892088342186189, 0.3618648248643315, nan, nan, nan, 0.23402319763475096, nan, nan, 0.8253955072042519, nan, nan, nan, nan, nan, nan, 0.4057246706042708, nan, nan, nan, nan, nan, 0.4295919769199066, nan, 0.0, nan, nan, 0.22031930333817126, 0.0, nan, 0.5898237132244561, nan, nan, nan, nan, nan, 0.36696012766096026, nan, 0.0, nan, nan, 0.7479600163198694, nan, nan, nan, 0.788396860986547, 0.0, nan, nan, nan, nan, nan, 0.07426841574167507, nan, 0.0, nan, 0.9270973963355834, nan, nan, 0.32051282051282054, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.7571858288770054, nan, 0.43562898740389333, nan, 0.040375466118040375, nan, 0.0, nan, nan, 0.008695652173913044, 0.5902710811100397, 0.0, 0.0, 0.0, nan, nan, nan, 0.7472052845528455, nan, 0.15523012552301255, nan, nan, 0.34555555555555556, nan, nan]	[0.7270681741166323, 0.9607613995359449, 0.9846522570856879, 0.8646172926359611, 0.8428699593368054, 0.8955218734781653, 0.8946361375087697, 0.7538872460173615, 0.8704369120911817, nan, 0.812360963342683, 0.9184939454345303, 0.9139187193906778, 0.9772463768115942, 0.6294065835023249, 0.7234365990459716, 0.6470327723649247, 0.931465667778318, 0.92018779342723, 0.5649683848114675, 0.477492017823936, nan, 0.9896873888727249, nan, nan, 0.9785292538915727, nan, nan, 0.0, 0.0, nan, 0.9917304345289605, 0.0, nan, nan, nan, 0.6462155963302753, nan, nan, 0.9642890691048001, nan, nan, 0.8603853690398432, 0.38534278959810875, nan, nan, nan, 0.23402319763475096, nan, nan, 0.9235701342749617, nan, nan, nan, nan, nan, nan, 0.4624546866908338, nan, nan, nan, nan, nan, 0.4295919769199066, nan, nan, nan, nan, 0.5785060975609756, 0.0, nan, 0.936616421683363, nan, nan, nan, nan, nan, 0.8931161574129116, nan, nan, nan, nan, 0.9726754211433877, nan, nan, nan, 0.9019639278557114, nan, nan, nan, nan, nan, nan, 0.0742834073475979, nan, 0.0, nan, 0.9424258266893216, nan, nan, 0.32051282051282054, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8665136737425894, nan, 0.5087886893389377, nan, 0.04140295358649789, nan, 0.0, nan, nan, 0.008695652173913044, 0.6973417721518987, nan, 0.0, nan, nan, nan, nan, 0.9450514138817481, nan, 0.15523012552301255, nan, nan, 0.3834771886559803, nan, nan]
0.5656	4.0	136	0.4284	0.4146	0.5902	0.8437	[0.6476246062769682, 0.9061586328384159, 0.9741115368551038, 0.748082221211202, 0.7698932724473, 0.7981297789598201, 0.8191450714458707, 0.6238647776566874, 0.7023130069089817, 0.0, 0.48409688902646647, 0.8236723580752691, 0.8456922768066265, 0.9445086705202312, 0.44901894547194776, 0.6451439125750347, 0.5809504110864057, 0.8704905119025509, 0.8907759081370645, 0.4316634060573042, 0.46811044937736873, nan, 0.962008183821215, 0.0, nan, 0.9375762715370136, nan, 0.0, 0.0, 0.0, nan, 0.9650466423205737, 0.0, nan, nan, nan, 0.33824658375556577, nan, 0.0, 0.930601134215501, nan, nan, 0.5895336317787726, 0.3320630081300813, nan, nan, nan, 0.23675233113486469, nan, nan, 0.8433471799922916, nan, nan, nan, nan, nan, nan, 0.4053431598341778, nan, nan, nan, nan, nan, 0.41379310344827586, nan, nan, 0.0, nan, 0.22594519597641347, 0.0, nan, 0.6024539877300613, nan, nan, nan, nan, nan, 0.3582138557513407, nan, 0.0, nan, nan, 0.7567399419328079, nan, nan, nan, 0.7907672879492996, 0.0, nan, nan, nan, nan, nan, 0.058336697618086394, nan, 0.0, nan, 0.9077321255257198, nan, nan, 0.10384615384615385, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.740983606557377, nan, 0.43253447143795143, nan, 0.020117570215545395, nan, 0.0, nan, nan, 0.002173913043478261, 0.5118289353958144, nan, 0.0, 0.0, nan, nan, nan, 0.7517875383043923, nan, 0.17196652719665273, nan, nan, 0.37844396859386153, nan, nan]	[0.7274008810572687, 0.9603346821804287, 0.9828968681516012, 0.8586374334110582, 0.8446875691798618, 0.889785768771629, 0.8628739077747305, 0.7957100611875009, 0.856155448241137, nan, 0.8067188960892414, 0.9630626878105382, 0.9176785728693492, 0.9810766045548655, 0.6534545975951986, 0.7323827995317224, 0.6219552701505757, 0.9307808722924898, 0.9220090658895904, 0.5770516767636641, 0.5055962948668468, nan, 0.9880386642097436, nan, nan, 0.9732474503488996, nan, nan, 0.0, 0.0, nan, 0.9917984967962119, 0.0, nan, nan, nan, 0.6315940366972477, nan, nan, 0.9633966872279801, nan, nan, 0.8494039843239712, 0.34331494615182556, nan, nan, nan, 0.23675233113486469, nan, nan, 0.9149746782511732, nan, nan, nan, nan, nan, nan, 0.4557224236147074, nan, nan, nan, nan, nan, 0.41379310344827586, nan, nan, nan, nan, 0.6206173780487805, 0.0, nan, 0.9193895702649565, nan, nan, nan, nan, nan, 0.9079776483176792, nan, nan, nan, nan, 0.9680328956094972, nan, nan, nan, 0.9035136940547762, nan, nan, nan, nan, nan, nan, 0.058336697618086394, nan, 0.0, nan, 0.9168082603581231, nan, nan, 0.10384615384615385, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8211895199847007, nan, 0.5034390523500191, nan, 0.02030590717299578, nan, 0.0, nan, nan, 0.002173913043478261, 0.569620253164557, nan, 0.0, nan, nan, nan, nan, 0.9460154241645244, nan, 0.17196652719665273, nan, nan, 0.46697199224942754, nan, nan]
0.4441	5.0	170	0.4332	0.4010	0.5902	0.8418	[0.6411026586407741, 0.9067119539060244, 0.9736276112624886, 0.7479702923159933, 0.7735621800662451, 0.7930973060674471, 0.7402617477328937, 0.6055771224162111, 0.702938938558113, 0.0, 0.48596321393998065, 0.7984633493293322, 0.8467093139972134, 0.9443313779480427, 0.446601250409445, 0.6449810279406692, 0.6021237349818037, 0.863799123014176, 0.8955260794293376, 0.4501448575567359, 0.4734163380764615, nan, 0.9619512195121951, 0.0, nan, 0.9427438050589871, 0.0, 0.0, 0.0, 0.0, nan, 0.9657218848940611, 0.0, nan, nan, nan, 0.3392695442197404, nan, 0.0, 0.9325021107224701, nan, nan, 0.5869140079342907, 0.3408141962421712, nan, nan, nan, 0.26313395496929726, nan, nan, 0.8257929883138564, nan, nan, nan, nan, nan, nan, 0.4342934293429343, nan, nan, nan, nan, nan, 0.4066492650089298, nan, nan, 0.0, nan, 0.1904292431366601, 0.0, nan, 0.6045194298940187, nan, nan, nan, nan, nan, 0.3545606807731519, nan, 0.0, nan, nan, 0.7599125819544177, nan, nan, nan, 0.7975458715596331, 0.0, nan, nan, nan, nan, nan, 0.04521598708114655, nan, 0.0, nan, 0.9056200168535684, nan, nan, 0.07307692307692308, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.7433367947386639, nan, 0.43603986276752166, nan, 0.04501731435167372, 0.0, 0.0, nan, nan, 0.0010869565217391304, 0.4933470979582473, nan, 0.0, 0.0, nan, nan, nan, 0.7463365336028297, nan, 0.1581589958158996, nan, nan, 0.38060802833530105, nan, nan]	[0.7214343365885216, 0.9591975774091953, 0.9821052940184847, 0.8545976740559692, 0.8381045591713563, 0.8826748951684846, 0.916321193953696, 0.8120630680966463, 0.8457533243311286, nan, 0.8092336460650611, 0.9183005563654756, 0.91199845087582, 0.9798757763975156, 0.6423523628095619, 0.7350998584683126, 0.6686226749335695, 0.9267611227906786, 0.9281339377259727, 0.6172410368457643, 0.5167421026162825, nan, 0.9881356480134484, nan, nan, 0.9822651637144391, nan, nan, 0.0, 0.0, nan, 0.9920464379126275, 0.0, nan, nan, nan, 0.6444954128440367, nan, nan, 0.9683282712840906, nan, nan, 0.8576094056172436, 0.34305227213028633, nan, nan, nan, 0.26313395496929726, nan, nan, 0.9192956372252938, nan, nan, nan, nan, nan, nan, 0.4997410668047644, nan, nan, nan, nan, nan, 0.4066492650089298, nan, nan, nan, nan, 0.47846798780487804, 0.0, nan, 0.9292201104765472, nan, nan, nan, nan, nan, 0.9004742466875388, nan, nan, nan, nan, 0.9685634699562277, nan, nan, nan, 0.9291382765531062, nan, nan, nan, nan, nan, nan, 0.04521598708114655, nan, 0.0, nan, 0.913017906156058, nan, nan, 0.07307692307692308, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8213807611397973, nan, 0.5099350401222774, nan, 0.04628164556962025, nan, 0.0, nan, nan, 0.0010869565217391304, 0.5444303797468354, nan, 0.0, nan, nan, nan, nan, 0.949228791773779, nan, 0.1581589958158996, nan, nan, 0.4542892372732077, nan, nan]
0.5198	6.0	204	0.4301	0.3926	0.5859	0.8435	[0.652800913341307, 0.9061414123853074, 0.9728513530705342, 0.7393825453992087, 0.7696589079509953, 0.7961328207247744, 0.6179423101359651, 0.6157318300391781, 0.7014382305752922, 0.0, 0.48796805976934254, 0.7472835291971754, 0.8451060474181862, 0.9441437843235148, 0.4503299578183101, 0.6415455715637165, 0.6245275705010176, 0.8629114158517658, 0.8959681821726585, 0.42245666917859837, 0.4894299491948678, nan, 0.9624405755123886, 0.0, nan, 0.938515835423052, 0.0, 0.0, 0.0, 0.0, nan, 0.9685952690951598, 0.0, 0.0, nan, nan, 0.3314408470154979, nan, 0.0, 0.9343609544206811, nan, nan, 0.5972301541976014, 0.34766649187205034, nan, nan, nan, 0.2378894700932454, nan, nan, 0.8412081339712919, nan, nan, nan, nan, nan, nan, 0.42112482853223593, nan, nan, nan, nan, nan, 0.4272564912762742, nan, nan, 0.0, nan, 0.1579031612645058, 0.0, nan, 0.6101548522425813, nan, nan, nan, nan, nan, 0.3613891278675209, nan, 0.0, nan, nan, 0.7672459189046866, nan, nan, nan, 0.7961464177319967, 0.0, nan, nan, nan, nan, nan, 0.04844570044408559, nan, 0.0, nan, 0.8878650227125243, nan, nan, 0.07948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.7488781498101484, nan, 0.4331011880376895, nan, 0.039844760672703754, 0.0, 0.0, nan, nan, 0.0010869565217391304, 0.512683426231373, nan, 0.0, 0.0, nan, nan, nan, 0.7393590385578368, nan, 0.12217573221757322, nan, nan, 0.37487111503903375, nan, nan]	[0.7398182434305782, 0.9603977199715845, 0.9808409742225349, 0.8457348626880719, 0.8410406981486013, 0.879942595856731, 0.9304802602206773, 0.8588326678568021, 0.8405122101938526, nan, 0.7959667279233968, 0.8532474487518967, 0.9165651398649357, 0.9788405797101449, 0.6276244904647781, 0.7228163058482291, 0.7135186005314438, 0.9251587013538407, 0.9299821920025902, 0.5567583672658655, 0.5317942060512497, nan, 0.9882649597517215, nan, nan, 0.976328502415459, nan, nan, 0.0, 0.0, nan, 0.9909720264081597, 0.0, nan, nan, nan, 0.6192660550458715, nan, nan, 0.9698781977017252, nan, nan, 0.8538128674069235, 0.3483057525610717, nan, nan, nan, 0.2378894700932454, nan, nan, 0.9148817544022674, nan, nan, nan, nan, nan, nan, 0.476954945624029, nan, nan, nan, nan, nan, 0.4272564912762742, nan, nan, nan, nan, 0.37595274390243905, 0.0, nan, 0.9259432637393502, nan, nan, nan, nan, nan, 0.8934067821239382, nan, nan, nan, nan, 0.9663085289826236, nan, nan, nan, 0.9252104208416834, nan, nan, nan, nan, nan, nan, 0.04844570044408559, nan, 0.0, nan, 0.894131486080251, nan, nan, 0.07948717948717948, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8297953719640466, nan, 0.5049675200611388, nan, 0.04061181434599156, nan, 0.0, nan, nan, 0.0010869565217391304, 0.5705063291139241, nan, 0.0, nan, nan, nan, nan, 0.9489074550128535, nan, 0.12217573221757322, nan, nan, 0.4483001585344372, nan, nan]
0.4888	7.0	238	0.4248	0.4050	0.5868	0.8454	[0.6614425659163077, 0.9077871863634693, 0.9751633986928104, 0.743726602760517, 0.7713515421895561, 0.7992041569278913, 0.5623259052924791, 0.6078155455193724, 0.7192354450898284, 0.0, 0.49377944677417746, 0.717108427470199, 0.8480314665667728, 0.944087956021989, 0.4508868255382758, 0.6424524280122467, 0.6610892236384704, 0.8647866955892987, 0.9000296992626835, 0.43592486627690014, 0.4617764697004, nan, 0.962851817923366, 0.0, nan, 0.9401304518339629, 0.0, 0.0, 0.0, 0.0, nan, 0.9707229826021252, 0.0, nan, nan, nan, 0.33435394978567057, nan, 0.0, 0.9373384720018136, nan, nan, 0.5879341758972727, 0.37418218419728233, nan, nan, nan, 0.2478962929269957, nan, nan, 0.8418204286870925, nan, nan, nan, nan, nan, nan, 0.453125, nan, nan, nan, nan, nan, 0.45789256766039294, nan, nan, 0.0, nan, 0.10851373476441696, 0.0, nan, 0.6212696004046535, nan, nan, nan, nan, nan, 0.3672454440639466, nan, 0.0, nan, nan, 0.766902973230346, nan, nan, nan, 0.7984355102783336, 0.0, nan, nan, nan, nan, nan, 0.05248284214775938, nan, 0.0, nan, 0.8962607115035056, nan, nan, 0.029487179487179487, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.7264069264069264, nan, 0.4377549355522924, nan, 0.04131812420785805, 0.0, 0.0, nan, nan, 0.009782608695652175, 0.5330587966140471, nan, 0.0, 0.0, nan, nan, nan, 0.7354774370481176, nan, 0.14184100418410042, nan, nan, 0.4027961736571008, nan, nan]	[0.7487372539354918, 0.9585962938627861, 0.9841905055080367, 0.8494011074887855, 0.8400503338110384, 0.8915311650196734, 0.9270361630206008, 0.8711655605674493, 0.8530313780239398, nan, 0.7991101653931715, 0.8206390764928149, 0.9132651826272178, 0.9778053830227743, 0.6425776849177575, 0.7241355209589209, 0.7895814880425155, 0.9254874031870381, 0.9403297177702229, 0.5800642235243486, 0.500953182929254, nan, 0.9853877735751463, nan, nan, 0.9779173376274826, nan, nan, 0.0, 0.0, nan, 0.9868250896963451, 0.0, nan, nan, nan, 0.6261467889908257, nan, nan, 0.9709584494473494, nan, nan, 0.8298905943827564, 0.39059627002889413, nan, nan, nan, 0.2478962929269957, nan, nan, 0.9178553175672536, nan, nan, nan, nan, nan, nan, 0.5256343863283273, nan, nan, nan, nan, nan, 0.45789256766039294, nan, nan, nan, nan, 0.22732469512195122, 0.0, nan, 0.9199513154199045, nan, nan, nan, nan, nan, 0.845757539729719, nan, nan, nan, nan, 0.961400716275368, nan, nan, nan, 0.9381963927855711, nan, nan, nan, nan, nan, nan, 0.05248284214775938, nan, 0.0, nan, 0.9022350019605281, nan, nan, 0.029487179487179487, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8022566456301397, nan, 0.5126098586167367, nan, 0.04298523206751055, nan, 0.0, nan, nan, 0.009782608695652175, 0.589873417721519, nan, 0.0, nan, nan, nan, nan, 0.9479434447300771, nan, 0.14184100418410042, nan, nan, 0.48212083847102344, nan, nan]
0.6308	8.0	272	0.4299	0.3974	0.5876	0.8435	[0.6501148380964772, 0.9081126934584868, 0.9768032527769602, 0.7472636784498494, 0.7654742167240574, 0.7989495814497932, 0.6067420418039968, 0.6100529352854214, 0.7157272692557376, 0.0, 0.47944365865157945, 0.736477776631948, 0.8478686515409679, 0.9449087463847612, 0.44711118392311056, 0.6399813056902721, 0.6674291988836528, 0.8686029018027897, 0.8978952951373168, 0.4469841429144922, 0.47036786569198896, nan, 0.9623946196836223, 0.0, nan, 0.9371393834487306, 0.0, nan, 0.0, 0.0, nan, 0.9710279568244725, 0.0, nan, nan, nan, 0.3369698832206515, nan, 0.0, 0.9357948317542305, nan, nan, 0.5779072994726616, 0.3749405611031859, nan, nan, nan, 0.26392361900431915, nan, nan, 0.8242608225558282, nan, nan, nan, nan, nan, nan, 0.419124218051832, nan, nan, nan, nan, nan, 0.4191509822777854, nan, nan, 0.0, nan, 0.07875423409860745, 0.0, nan, 0.6250880902043693, nan, nan, nan, nan, nan, 0.363677855223048, nan, 0.0, nan, nan, 0.7581733264141152, nan, nan, nan, 0.8004446158383051, 0.0, nan, nan, nan, nan, nan, 0.08397254743641502, nan, 0.0, nan, 0.8966054390861297, nan, nan, 0.011538461538461539, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, 0.7219130434782609, nan, 0.44080971659919027, nan, 0.024318064848172928, 0.0, 0.0, nan, nan, 0.004347826086956522, 0.4916870131380072, 0.0, 0.0, 0.0, nan, nan, nan, 0.6988036593947924, nan, 0.16276150627615063, nan, nan, 0.4055775764439411, nan, nan]	[0.7265432364991836, 0.9551486115926497, 0.9851689790892499, 0.8581152383059121, 0.8391881342701015, 0.8942117488870406, 0.9275463996428344, 0.8716288957632085, 0.8579291877417435, nan, 0.8196311700035465, 0.8499152063312606, 0.9153952283747913, 0.980807453416149, 0.6708453675822937, 0.7297705788820744, 0.8075730735163862, 0.9330749371700142, 0.9364038637958016, 0.5897639619955639, 0.512484942048817, nan, 0.985355445640578, nan, nan, 0.976435856146001, nan, nan, 0.0, 0.0, nan, 0.9857944325065389, 0.0, nan, nan, nan, 0.6287270642201835, nan, nan, 0.975717819457056, nan, nan, 0.8500163291966035, 0.41423693196742845, nan, nan, nan, 0.26404366613600183, nan, nan, 0.9209218045811457, nan, nan, nan, nan, nan, nan, 0.4857586742620404, nan, nan, nan, nan, nan, 0.4191509822777854, nan, nan, nan, nan, 0.15948932926829268, 0.0, nan, 0.913491246138002, nan, nan, nan, nan, nan, 0.852626851081256, nan, nan, nan, nan, 0.9689614007162753, nan, nan, nan, 0.9428456913827655, nan, nan, nan, nan, nan, nan, 0.08397254743641502, nan, 0.0, nan, 0.9027578094366749, nan, nan, 0.011538461538461539, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7938420348058902, nan, 0.5200611387084448, nan, 0.024920886075949368, nan, 0.0, nan, nan, 0.004347826086956522, 0.5353164556962026, nan, 0.0, nan, nan, nan, nan, 0.9572622107969152, nan, 0.16276150627615063, nan, nan, 0.5046679584287476, nan, nan]
0.6601	9.0	306	0.4313	0.3928	0.5817	0.8431	[0.6529024575649324, 0.9078050537515239, 0.9773431884352606, 0.7433321928665372, 0.7534248011152221, 0.7986265125870589, 0.540162980209546, 0.63103010250805, 0.6975687773855603, 0.0, 0.48656149576394975, 0.6899461100178775, 0.8491172224895436, 0.9434890409600317, 0.45727083361696913, 0.6366431724885756, 0.6939406153432756, 0.8695182063921132, 0.895149767490193, 0.4235203114083242, 0.4918293580364486, nan, 0.9619210002841716, 0.0, nan, 0.9264547525367571, 0.0, nan, 0.0, 0.0, nan, 0.9702219532072882, 0.0, 0.0, nan, nan, 0.33749037721324093, nan, 0.0, 0.9368730673504789, nan, nan, 0.5921162663283255, 0.3663272555055648, nan, nan, 0.0, 0.2219695246759154, nan, nan, 0.8240346926861813, nan, nan, nan, nan, nan, nan, 0.42211280214861235, nan, nan, nan, nan, nan, 0.3852177496908916, nan, nan, nan, nan, 0.03243183817062445, 0.0, nan, 0.6189717780467605, nan, nan, nan, nan, nan, 0.3629662744926999, nan, 0.0, nan, nan, 0.7690677966101694, nan, nan, nan, 0.8011790046479991, 0.0, nan, nan, nan, nan, nan, 0.0808957030461973, nan, 0.0, nan, 0.8801558947710295, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.7414574616457462, nan, 0.44018752020691887, nan, 0.011175337186897881, 0.0, 0.0, nan, nan, 0.004347826086956522, 0.4286557299657736, 0.0, 0.0, 0.0, nan, nan, nan, 0.7291002696739397, nan, 0.12719665271966527, nan, nan, 0.3842409892133649, nan, nan]	[0.7323964141585287, 0.953262326918834, 0.9865982101629324, 0.8587679821873447, 0.8375219919139665, 0.884571128129323, 0.9469991708654889, 0.8732914514656382, 0.843498958643261, nan, 0.8054454009091788, 0.7980125554134063, 0.9254645355451384, 0.9848033126293996, 0.6879903316331756, 0.7181160559836453, 0.8577834366696191, 0.936183908675674, 0.9297123738600184, 0.5618896282318668, 0.531525209641767, nan, 0.9848705266220541, nan, nan, 0.9605689747718733, nan, nan, 0.0, 0.0, nan, 0.9896788433303839, 0.0, nan, nan, nan, 0.6284403669724771, nan, nan, 0.9723831292857814, nan, nan, 0.838259307642064, 0.40635671132125034, nan, nan, nan, 0.2219695246759154, nan, nan, 0.918180551038424, nan, nan, nan, nan, nan, nan, 0.48834800621439667, nan, nan, nan, nan, nan, 0.3852177496908916, nan, nan, nan, nan, 0.05621189024390244, 0.0, nan, 0.9096526542458572, nan, nan, nan, nan, nan, 0.8794832164229383, nan, nan, nan, nan, 0.9629924393155591, nan, nan, nan, 0.9441816967267869, nan, nan, nan, nan, nan, nan, 0.08094469115865967, nan, 0.0, nan, 0.885505162723827, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8133486326257411, nan, 0.5202521971723347, nan, 0.011471518987341773, nan, 0.0, nan, nan, 0.004347826086956522, 0.45974683544303796, nan, 0.0, nan, nan, nan, nan, 0.955655526992288, nan, 0.12719665271966527, nan, nan, 0.5145323234102519, nan, nan]
0.4561	10.0	340	0.4405	0.3932	0.5853	0.8391	[0.6274744809543508, 0.9074326545720401, 0.9764665298934259, 0.7465249697926875, 0.7702707073320612, 0.7934881708466615, 0.5894461228600202, 0.6165330950452841, 0.7164166573379603, 0.0, 0.4614931824571268, 0.7282772020725389, 0.8475166599167925, 0.9443370083135628, 0.45465426629612304, 0.6392530790623758, 0.7060328100194038, 0.8652578309269962, 0.8955637947574477, 0.4510533129339767, 0.5113435993887386, nan, 0.9618000881778673, 0.0, nan, 0.9421786586685631, 0.0, nan, 0.0, 0.0, nan, 0.9678123916831665, 0.0, nan, nan, nan, 0.3384639303482587, nan, 0.0, 0.9357090319578498, nan, nan, 0.5660256751717893, 0.34209221616261776, nan, nan, 0.0, 0.2208323857175347, nan, nan, 0.8197966383067027, nan, nan, nan, nan, nan, nan, 0.42805755395683454, nan, nan, nan, nan, nan, 0.47135595548839127, nan, nan, 0.0, nan, 0.01487345567950102, 0.0, nan, 0.6165799739921977, nan, nan, nan, nan, nan, 0.3435445034655301, nan, 0.0, nan, nan, 0.7607790043740887, nan, nan, nan, 0.8003535971712227, 0.0, nan, nan, nan, nan, nan, 0.04440855874041179, nan, 0.0, nan, 0.8851276720161133, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7332063711911357, nan, 0.43534129972172203, nan, 0.006589147286821705, 0.0, 0.0, nan, nan, 0.002173913043478261, 0.4702325581395349, nan, 0.0, 0.0, nan, nan, nan, 0.6813211845102506, nan, 0.08786610878661087, nan, nan, 0.3983501118568233, nan, nan]	[0.6915769692862204, 0.9569524622318772, 0.985487807559533, 0.8536258109436138, 0.8324653081198224, 0.8851787846008645, 0.933286561642962, 0.9026314713617967, 0.878824983406953, nan, 0.8467775735886772, 0.8363779714974264, 0.9286434674562897, 0.9806832298136646, 0.6769290645035744, 0.730967482658, 0.8862931798051373, 0.9319998082572639, 0.9319788462576224, 0.6343893799450459, 0.5596294866846777, nan, 0.9873274496492419, nan, nan, 0.9813526570048309, nan, nan, 0.0, 0.0, nan, 0.990937995274534, 0.0, nan, nan, nan, 0.6241399082568807, nan, nan, 0.9759213451482607, nan, nan, 0.8675702155453952, 0.3624901497241923, nan, nan, nan, 0.2208323857175347, nan, nan, 0.9177623937183478, nan, nan, nan, nan, nan, nan, 0.49300880372863803, nan, nan, nan, nan, nan, 0.47135595548839127, nan, nan, nan, nan, 0.023628048780487805, 0.0, nan, 0.8878382173953749, nan, nan, nan, nan, nan, 0.8688886246846061, nan, nan, nan, nan, 0.9689614007162753, nan, nan, nan, 0.9434869739478958, nan, nan, nan, nan, nan, nan, 0.04440855874041179, nan, 0.0, nan, 0.8902757809436675, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8099062918340026, nan, 0.5081199847153229, nan, 0.006724683544303798, nan, 0.0, nan, nan, 0.002173913043478261, 0.5118987341772152, nan, 0.0, nan, nan, nan, nan, 0.9611182519280206, nan, 0.08786610878661087, nan, nan, 0.5018495684340321, nan, nan]
0.4247	11.0	374	0.4333	0.3827	0.5830	0.8424	[0.6433552114577914, 0.9077643526789826, 0.977406708290983, 0.7426200834759328, 0.76968345678483, 0.7988675672019634, 0.550401932294222, 0.6209928422996999, 0.712813708607402, 0.0, 0.47186755113730855, 0.702382326906054, 0.8479503511350646, 0.9438901747944768, 0.4546607753705815, 0.6413260602335586, 0.7090520064625999, 0.8673791673313128, 0.8967255710536861, 0.4267976463548419, 0.5123538448408296, nan, 0.9628773973036268, 0.0, nan, 0.9396454597136803, 0.0, 0.0, 0.0, 0.0, nan, 0.9709572690379565, 0.0, 0.0, nan, nan, 0.32683394598050186, nan, 0.0, 0.9396006580238156, nan, nan, 0.5845506799383149, 0.3173954829408938, nan, nan, 0.0, 0.23106663634296112, nan, nan, 0.8394819800630485, nan, nan, nan, nan, nan, nan, 0.44702276707530647, nan, nan, nan, nan, nan, 0.4771259788432477, nan, nan, nan, nan, 0.0019687461547926665, 0.0, nan, 0.6198083067092651, nan, nan, nan, nan, nan, 0.3536083031515217, nan, 0.0, nan, nan, 0.7669299631384939, nan, nan, nan, 0.7998195149464185, 0.0, nan, nan, nan, nan, nan, 0.05106984255147356, nan, 0.0, nan, 0.8644695787831513, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7234303753069099, nan, 0.43899052597190463, nan, 0.010881943565734532, 0.0, 0.0, nan, nan, 0.010869565217391304, 0.45952269536733736, 0.0, 0.0, 0.0, nan, nan, nan, 0.6908627087198516, nan, 0.1305439330543933, nan, nan, 0.3962473940236275, nan, nan]	[0.7162625920335172, 0.9559487066342426, 0.9867411332703006, 0.8529766934170779, 0.8366015356472905, 0.8907769814557036, 0.9301613623317814, 0.9162862321309331, 0.8668436591673724, nan, 0.8233226940065126, 0.814465502365297, 0.9215997934501093, 0.9793788819875776, 0.6534136299391631, 0.72928133354301, 0.8989149689991143, 0.9309109834347972, 0.9358372456964006, 0.5666898401032873, 0.5616878939920237, nan, 0.9835774092393237, nan, nan, 0.9759098228663446, nan, nan, 0.0, 0.0, nan, 0.9886870788647214, 0.0, nan, nan, nan, 0.586295871559633, nan, nan, 0.974684535178633, nan, nan, 0.8510777269758328, 0.3469923824533754, nan, nan, nan, 0.23106663634296112, nan, nan, 0.915578683269061, nan, nan, nan, nan, nan, nan, 0.5287415846711548, nan, nan, nan, nan, nan, 0.4771259788432477, nan, nan, nan, nan, 0.003048780487804878, 0.0, nan, 0.9081546671659957, nan, nan, nan, nan, nan, 0.8641329475950805, nan, nan, nan, nan, 0.965910598222576, nan, nan, nan, 0.9472812291249165, nan, nan, nan, nan, nan, nan, 0.05106984255147356, nan, 0.0, nan, 0.8691020781597177, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7888697647733792, nan, 0.5134696217042415, nan, 0.011339662447257384, nan, 0.0, nan, nan, 0.010869565217391304, 0.49721518987341773, nan, 0.0, nan, nan, nan, nan, 0.9572622107969152, nan, 0.1305439330543933, nan, nan, 0.5022018671833715, nan, nan]
0.5702	12.0	408	0.4296	0.3952	0.5830	0.8440	[0.6541033081452264, 0.9069054121008907, 0.9757985637669303, 0.7431414610512761, 0.755821369943224, 0.7966622886161593, 0.5421959410132866, 0.6312140900505335, 0.7117893623850613, 0.0, 0.5175081648399269, 0.6942855663966458, 0.8490399519419743, 0.9442230281774341, 0.4685685828116107, 0.6458767524667195, 0.6824868415133384, 0.8668665609900499, 0.8957087765613272, 0.4657354658784831, 0.4929765024270802, nan, 0.9628129252777162, 0.0, nan, 0.9298506537770341, 0.0, nan, 0.0, 0.0, nan, 0.9707514301690395, 0.0, 0.0, nan, nan, 0.3324488840330888, nan, 0.0, 0.9364879074658254, nan, nan, 0.5852104927905495, 0.36635333815377197, nan, nan, nan, 0.19308619513304526, nan, nan, 0.8526507276507277, nan, nan, nan, nan, nan, nan, 0.4246389891696751, nan, nan, nan, nan, nan, 0.43893391949443605, nan, nan, 0.0, nan, 0.030082231706047673, 0.0, nan, 0.620338305807139, nan, nan, nan, nan, nan, 0.35340863938241474, nan, 0.0, nan, nan, 0.7710434136503556, nan, nan, nan, 0.798716071629688, 0.0, nan, nan, nan, nan, nan, 0.053895841744045214, nan, 0.0, nan, 0.8870056497175142, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.7240225431489962, nan, 0.4360725026416321, nan, 0.021315919172005916, 0.0, 0.0, nan, nan, 0.010869565217391304, 0.46255049047893826, 0.0, 0.0, 0.0, nan, nan, nan, 0.6968706212050444, nan, 0.1707112970711297, nan, nan, 0.39098998887652947, nan, nan]	[0.7352515326083608, 0.9541448559950152, 0.9834905487514384, 0.8454773914903956, 0.8422291353536766, 0.8809294989204401, 0.947381848332164, 0.8698300650032025, 0.8628041104982491, nan, 0.789292968372183, 0.7981464401535212, 0.9236814290670561, 0.9810144927536232, 0.674552940453512, 0.7337282242141496, 0.8398472099202834, 0.9324860130522019, 0.9337731369057255, 0.6468368259012811, 0.5368700513432277, nan, 0.9834804254356189, nan, nan, 0.9665056360708535, nan, nan, 0.0, 0.0, nan, 0.9874911275973047, 0.0, nan, nan, nan, 0.6106651376146789, nan, nan, 0.9760152800826627, nan, nan, 0.8251143043762247, 0.39926451273969005, nan, nan, nan, 0.19308619513304526, nan, nan, 0.9146494447800028, nan, nan, nan, nan, nan, nan, 0.4873122734334542, nan, nan, nan, nan, nan, 0.43893391949443605, nan, nan, nan, nan, 0.05506859756097561, 0.0, nan, 0.8721093530568299, nan, nan, nan, nan, nan, 0.9047147254256992, nan, nan, nan, nan, 0.9635230136622894, nan, nan, nan, 0.9474682698730795, nan, nan, nan, nan, nan, nan, 0.053895841744045214, nan, 0.0, nan, 0.8926284145863286, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7861923886020271, nan, 0.5125143293847918, nan, 0.022811181434599155, nan, 0.0, nan, nan, 0.010869565217391304, 0.5073417721518987, nan, 0.0, nan, nan, nan, nan, 0.9588688946015425, nan, 0.1707112970711297, nan, nan, 0.49533204157125243, nan, nan]
0.4984	13.0	442	0.4306	0.3887	0.5837	0.8422	[0.6420434067914311, 0.9077086271920035, 0.9768249447867023, 0.7479206025180997, 0.7593343042276114, 0.8011442414045583, 0.5656530620110225, 0.6328884205596534, 0.7054054563622995, 0.0, 0.47444636938837, 0.7171723768596768, 0.8519204588568751, 0.9434318163767771, 0.4555360089459832, 0.6376792628572748, 0.6977503628447025, 0.8650242223355431, 0.8969534398527906, 0.4438105542713815, 0.5083884087442806, nan, 0.9627862896856737, 0.0, nan, 0.9315385728759589, 0.0, nan, 0.0, 0.0, nan, 0.9709098904460547, 0.0, 0.0, nan, nan, 0.34184706432019935, nan, 0.0, 0.936572705861174, nan, nan, 0.5826851538721677, 0.3251243781094527, nan, nan, 0.0, 0.21924039117580169, nan, nan, 0.8314924114671164, nan, nan, nan, nan, nan, nan, 0.43234905244601146, nan, 0.0, nan, nan, nan, 0.4276686358016211, nan, nan, nan, nan, 0.0743057027771889, 0.0, nan, 0.6105656848994857, nan, nan, nan, nan, nan, 0.3536831536673008, nan, 0.0, nan, nan, 0.7776342697233882, nan, nan, nan, 0.8005940234888678, 0.0, nan, nan, nan, nan, nan, 0.06257569640694388, nan, 0.0, nan, 0.8717498699947998, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7235530687183074, nan, 0.43292930936305213, nan, 0.006230133502860775, 0.0, 0.0, nan, nan, 0.006521739130434782, 0.4429159318048207, nan, 0.0, 0.0, nan, nan, nan, 0.6732539860768022, nan, 0.1694560669456067, nan, nan, 0.39932203389830506, nan, nan]	[0.720022180462709, 0.9564336127200564, 0.9854951369496544, 0.8556420642662614, 0.8383492374194601, 0.886510457293817, 0.9360928630652465, 0.8839617884738556, 0.8562927700089259, nan, 0.8122964825740723, 0.8167861711939544, 0.9239557531406072, 0.9837474120082815, 0.6842417911059219, 0.7237249043350632, 0.8516386182462357, 0.929301714043101, 0.9338001187199827, 0.5974774058992949, 0.549688315029882, nan, 0.9852584618368733, nan, nan, 0.9673000536768652, nan, nan, 0.0, 0.0, nan, 0.9875154355498945, 0.0, nan, nan, nan, 0.6293004587155964, nan, nan, 0.9774086482762939, nan, nan, 0.8440561724363161, 0.34331494615182556, nan, nan, nan, 0.21924039117580169, nan, nan, 0.9163685359847605, nan, nan, nan, nan, nan, nan, 0.5080269290523045, nan, nan, nan, nan, nan, 0.4276686358016211, nan, nan, nan, nan, 0.13357469512195122, 0.0, nan, 0.8559123677558281, nan, nan, nan, nan, nan, 0.884172842441776, nan, nan, nan, nan, 0.9583499137816687, nan, nan, nan, 0.9435136940547763, nan, nan, nan, nan, nan, nan, 0.06257569640694388, nan, 0.0, nan, 0.8764213828257744, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7913558997896347, nan, 0.5084065724111578, nan, 0.006460970464135021, nan, 0.0, nan, nan, 0.006521739130434782, 0.4768354430379747, nan, 0.0, nan, nan, nan, nan, 0.9633676092544987, nan, 0.1694560669456067, nan, nan, 0.5187599084023252, nan, nan]
0.4527	14.0	476	0.4321	0.3866	0.5797	0.8430	[0.6457992588030929, 0.9068993474800695, 0.9763020606271979, 0.7460977624763228, 0.7672935823908238, 0.7985010880446504, 0.514854933649124, 0.6503448897253897, 0.6999042756860242, 0.0, 0.49883484853030896, 0.6782421794074995, 0.8472896604062746, 0.9432876821402978, 0.461384479968199, 0.6418898769698962, 0.711262679258482, 0.8621045655000128, 0.8959168580436729, 0.4412998703181021, 0.5219282231910827, nan, 0.9635822408005573, 0.0, nan, 0.938978919426972, 0.0, nan, 0.0, 0.0, nan, 0.9710328237388611, 0.0, 0.0, nan, nan, 0.34385745545482965, nan, 0.0, 0.9375018797557821, nan, nan, 0.5858312927467703, 0.3085399449035813, nan, nan, 0.0, 0.20513986809188084, nan, nan, 0.8389971432226154, nan, nan, nan, nan, nan, nan, 0.44454110482818615, nan, 0.0, nan, nan, nan, 0.4298667399368045, nan, nan, nan, nan, 0.00298916427948686, 0.0, nan, 0.6218413978494624, nan, nan, nan, nan, nan, 0.3513753373468964, nan, 0.0, nan, nan, 0.7708774904620602, nan, nan, nan, 0.8018212371695885, 0.0, nan, nan, nan, nan, nan, 0.046427129592248685, nan, 0.0, nan, 0.8803457688808007, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7169945064681906, nan, 0.4342889814587928, nan, 0.015012106537530266, 0.0, 0.0, nan, nan, 0.010857763300760043, 0.441534144059869, nan, 0.0, 0.0, nan, nan, nan, 0.7024090694378838, nan, 0.08075313807531381, nan, nan, 0.3949986184028737, nan, nan]	[0.7210621977141801, 0.9573355380396702, 0.984824497753542, 0.8613136833249323, 0.8370792407983502, 0.8903201616969562, 0.942789718732062, 0.8852564015208296, 0.8534433433273064, nan, 0.8040268239997421, 0.7792389396328583, 0.9278204952356363, 0.9810973084886129, 0.665703926749831, 0.7334049728294106, 0.9005757307351638, 0.9263776373186148, 0.9315606281366359, 0.5745357036448505, 0.5684361952212204, nan, 0.9836743930430285, nan, nan, 0.9759634997316157, nan, nan, 0.0, 0.0, nan, 0.9890614213346038, 0.0, nan, nan, nan, 0.6307339449541285, nan, nan, 0.9760152800826627, nan, nan, 0.849689745264533, 0.32361439453638036, nan, nan, nan, 0.20513986809188084, nan, nan, 0.9142312874599265, nan, nan, nan, nan, nan, nan, 0.5292594510616261, nan, nan, nan, nan, nan, 0.4298667399368045, nan, nan, nan, nan, 0.004573170731707317, 0.0, nan, 0.8663046531223668, nan, nan, nan, nan, nan, 0.8943711277559809, nan, nan, nan, nan, 0.9648494495291152, nan, nan, nan, 0.9434602538410154, nan, nan, nan, nan, nan, nan, 0.046427129592248685, nan, 0.0, nan, 0.8851784080512352, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7737617135207496, nan, 0.5079289262514329, nan, 0.016350210970464137, nan, 0.0, nan, nan, 0.010869565217391304, 0.4779746835443038, nan, 0.0, nan, nan, nan, nan, 0.955655526992288, nan, 0.08075313807531381, nan, nan, 0.5036110621807293, nan, nan]
0.4896	15.0	510	0.4364	0.3819	0.5813	0.8417	[0.6450063091621345, 0.9057100236191108, 0.9760483827028205, 0.7399797305617034, 0.7659918248550088, 0.7971458330094673, 0.49983710171368995, 0.6477837837837838, 0.7105882133323377, 0.0, 0.5073625908052866, 0.6540073438777232, 0.8513304363354962, 0.9418600031781345, 0.4640083217753121, 0.6371695754826165, 0.7127035255703128, 0.8595045522990222, 0.895166002311178, 0.4459548400162009, 0.527059730580601, nan, 0.9637343477571723, 0.0, nan, 0.9393686423646539, 0.0, nan, 0.0, 0.0, nan, 0.9710977967679565, 0.0, 0.0, nan, nan, 0.3372410470531556, nan, 0.0, 0.9384443538770396, nan, nan, 0.5918794347746983, 0.32535527299925204, nan, nan, 0.0, 0.18603593359108483, nan, nan, 0.8323468916593209, nan, nan, nan, nan, nan, nan, 0.4490145672664953, nan, 0.0, nan, nan, nan, 0.42203599395521363, nan, nan, nan, nan, 0.003805774278215223, 0.0, nan, 0.6140219899552056, nan, nan, nan, nan, nan, 0.3449472759226713, nan, 0.0, nan, nan, 0.763758813006419, nan, nan, nan, 0.7969874402181201, 0.0, nan, nan, nan, nan, nan, 0.06721840936616875, nan, 0.0, nan, 0.8872141372141372, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7308228730822873, nan, 0.433751629726206, nan, 0.021440416962805024, 0.0, 0.0, nan, nan, 0.014084507042253521, 0.46385193753614806, 0.0, 0.0, 0.0, nan, nan, nan, 0.6693458361241349, nan, 0.14476987447698744, nan, nan, 0.4010014306151645, nan, nan]	[0.7231064970272019, 0.953895129360821, 0.984743874462206, 0.8499305553037253, 0.8340615424050707, 0.8839548524170506, 0.9785062822884113, 0.8573881522464943, 0.8712036252946697, nan, 0.7914853145049489, 0.7498289250542977, 0.9231166442097449, 0.9817184265010352, 0.6852864663348287, 0.7214708811658017, 0.8941541186891054, 0.9263913332283313, 0.9301036101667476, 0.5832091899228655, 0.5756523162929955, nan, 0.9828015388096855, nan, nan, 0.9784863123993559, nan, nan, 0.0, 0.0, nan, 0.9889009888475113, 0.0, nan, nan, nan, 0.6020642201834863, nan, nan, 0.9733381344522027, nan, nan, 0.796823971260614, 0.34278959810874704, nan, nan, nan, 0.18603593359108483, nan, nan, 0.921293499976769, nan, nan, nan, nan, nan, nan, 0.5427239772138788, nan, nan, nan, nan, nan, 0.42203599395521363, nan, nan, nan, nan, 0.005525914634146341, 0.0, nan, 0.8470180694691508, nan, nan, nan, nan, nan, 0.9334205207466413, nan, nan, nan, nan, 0.962727152142194, nan, nan, nan, 0.9528924515698063, nan, nan, nan, nan, nan, nan, 0.06721840936616875, nan, 0.0, nan, 0.8924323617827735, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.8016829221648498, nan, 0.5085021016431028, nan, 0.02386603375527426, nan, 0.0, nan, nan, 0.014130434782608696, 0.5075949367088608, nan, 0.0, nan, nan, nan, nan, 0.9633676092544987, nan, 0.14476987447698744, nan, nan, 0.4937466971992249, nan, nan]
0.4634	16.0	544	0.4347	0.3850	0.5801	0.8423	[0.643432619488831, 0.9063441269375536, 0.9750563185814984, 0.7418543918397434, 0.7742568523999486, 0.8007648645698514, 0.532342060841145, 0.6313468950544668, 0.7073225984758557, 0.0, 0.5107069672131147, 0.6910409033418956, 0.8492950399318183, 0.9428770532603286, 0.45424930285892995, 0.6433945392596704, 0.7164652438501757, 0.8641709108591611, 0.8933169278590856, 0.45366304022357523, 0.5086918519957269, nan, 0.9625133993316098, 0.0, nan, 0.9410763469810912, 0.0, nan, 0.0, 0.0, nan, 0.9706223923609618, 0.0, 0.0, nan, nan, 0.32972456615188667, nan, 0.0, 0.9380016232302282, nan, nan, 0.589496151996152, 0.3035395976572447, nan, nan, 0.0, 0.19445076188310212, nan, nan, 0.8336432012169357, nan, nan, nan, nan, nan, nan, 0.446733888645331, nan, 0.0, nan, nan, nan, 0.43549938178321196, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6142025453560791, nan, nan, nan, nan, nan, 0.34666500798241795, nan, 0.0, nan, nan, 0.7494379726139383, nan, nan, nan, 0.8017235529619325, 0.0, nan, nan, nan, nan, nan, 0.06782398062171982, nan, 0.0, nan, 0.8795658390744833, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7061143984220908, nan, 0.4324830902126966, nan, 0.004800404244567963, 0.0, 0.0, nan, nan, 0.018240343347639486, 0.3965739762994251, nan, 0.0, 0.0, nan, nan, nan, 0.6569805549486564, nan, 0.07782426778242678, nan, nan, 0.3961859055316999, nan, nan]	[0.7149588737253936, 0.9586326618192221, 0.9834392430205883, 0.8539884464332986, 0.8412387710161138, 0.8852348096656165, 0.9453409018432298, 0.8995925375778471, 0.8932552125054356, nan, 0.803510977850856, 0.7884026062896076, 0.9326615082983032, 0.9804554865424431, 0.7140662446998095, 0.7291939683038913, 0.9254871567759079, 0.9249053270240842, 0.9305083373806055, 0.6018803588572186, 0.5513490754710361, nan, 0.9869395144344227, nan, nan, 0.9793558776167471, nan, nan, 0.0, 0.0, nan, 0.9873598646533199, 0.0, nan, nan, nan, 0.59375, nan, nan, 0.9770642201834863, nan, nan, 0.8004980404964076, 0.3131074336748096, nan, nan, nan, 0.19445076188310212, nan, nan, 0.9166473075314779, nan, nan, nan, nan, nan, nan, 0.5277058518902124, nan, nan, nan, nan, nan, 0.43549938178321196, nan, nan, nan, nan, 0.0, 0.0, nan, 0.8494522984739257, nan, nan, nan, nan, nan, 0.8834991215207598, nan, nan, nan, nan, 0.9728080647300703, nan, nan, nan, 0.9470941883767535, nan, nan, nan, nan, nan, nan, 0.06782398062171982, nan, 0.0, nan, 0.8843941968370148, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7531076687703194, nan, 0.5069736339319831, nan, 0.0050105485232067514, nan, 0.0, nan, nan, 0.01847826086956522, 0.4278481012658228, nan, 0.0, nan, nan, nan, nan, 0.9662596401028277, nan, 0.07782426778242678, nan, nan, 0.5525805883389114, nan, nan]
0.5308	17.0	578	0.4315	0.3921	0.5797	0.8429	[0.6511693161923856, 0.9042920935845441, 0.975291030898948, 0.7444846000323642, 0.7548122336740906, 0.8022636097598791, 0.5447636968951292, 0.6237536846579621, 0.7110831067188432, 0.0, 0.5113812430459513, 0.6933608718808049, 0.8540753530792049, 0.9423237007967654, 0.4672006262143386, 0.6396848797567493, 0.7218762422154499, 0.8649577953533729, 0.8970731958232602, 0.463625714217409, 0.4606488533008399, nan, 0.9636656354567839, 0.0, nan, 0.9306212193158123, 0.0, nan, 0.0, 0.0, nan, 0.9710997062530249, 0.0, 0.0, nan, nan, 0.32977196619358956, nan, 0.0, 0.9363594242754869, nan, nan, 0.5788855128131629, 0.32755589047977896, nan, nan, nan, 0.18194223334091425, nan, nan, 0.8257062265819054, nan, nan, nan, nan, nan, nan, 0.44052863436123346, nan, 0.0, nan, nan, nan, 0.4309657920043962, nan, nan, nan, nan, 0.015575130856632197, 0.0, nan, 0.582068676131198, nan, nan, nan, nan, nan, 0.3509840901397553, nan, 0.0, nan, nan, 0.7886501377410469, nan, nan, nan, 0.7982893799002139, 0.0, nan, nan, nan, nan, nan, 0.04925312878482035, nan, 0.0, nan, 0.8779647800376893, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7237962802016339, nan, 0.4328916348264369, nan, 0.008174386920980926, 0.0, 0.0, nan, nan, 0.01193058568329718, 0.4483565329278278, nan, 0.0, 0.0, nan, nan, nan, 0.6810872027180068, nan, 0.12510460251046024, nan, nan, 0.4045599888780759, nan, nan]	[0.7292061242722035, 0.9520136937478634, 0.9821712585295778, 0.8508661548671123, 0.8379297889941394, 0.8920052232598831, 0.9601377638880031, 0.919883893650945, 0.8587988922710732, nan, 0.7927588096850114, 0.794040641456666, 0.9338798299190744, 0.9843478260869565, 0.6846514676662775, 0.727839807097552, 0.9047829937998229, 0.9353963938669716, 0.94112568129081, 0.6420035091204026, 0.49519899886553687, nan, 0.9868748585652862, nan, nan, 0.9678260869565217, nan, nan, 0.0, 0.0, nan, 0.9852110416443843, 0.0, nan, nan, nan, 0.5928899082568807, nan, nan, 0.9808216175595704, nan, nan, 0.8244203135205748, 0.34252692408720775, nan, nan, nan, 0.18194223334091425, nan, nan, 0.9112577242949403, nan, nan, nan, nan, nan, nan, 0.5178663904712584, nan, nan, nan, nan, nan, 0.4309657920043962, nan, nan, nan, nan, 0.023246951219512195, 0.0, nan, 0.7792341541054209, nan, nan, nan, nan, nan, 0.862917607894424, nan, nan, nan, nan, 0.949330149887253, nan, nan, nan, 0.9576486305945224, nan, nan, nan, nan, nan, nan, 0.04925312878482035, nan, 0.0, nan, 0.8829564762776108, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7963281698221457, nan, 0.5086931601069927, nan, 0.00870253164556962, nan, 0.0, nan, nan, 0.011956521739130435, 0.4851898734177215, nan, 0.0, nan, nan, nan, nan, 0.9662596401028277, nan, 0.12510460251046024, nan, nan, 0.512594680288885, nan, nan]
0.4481	18.0	612	0.4355	0.3799	0.5763	0.8415	[0.6453072646510334, 0.9058641444539983, 0.9760780313562921, 0.739024937364342, 0.7690790962278178, 0.8018413674735755, 0.5190051941797668, 0.618741335244688, 0.709293876742189, 0.0, 0.5113924579110521, 0.6794861711888845, 0.857595382755065, 0.9425125468647716, 0.46219230975492037, 0.6393902682145103, 0.7121100039162787, 0.8547815895743894, 0.8958822994714903, 0.44971805699547374, 0.48512764801738184, nan, 0.9636093458534889, 0.0, nan, 0.941006022108563, 0.0, nan, 0.0, 0.0, nan, 0.9722032179200735, 0.0, 0.0, nan, nan, 0.3394745273950657, nan, 0.0, 0.9390637246036052, nan, nan, 0.5700390901535904, 0.3029110936270653, nan, nan, 0.0, 0.14418921992267456, nan, nan, 0.8494939884093071, nan, nan, nan, nan, nan, nan, 0.45446623093681915, nan, 0.0, nan, nan, nan, 0.39991757109493065, nan, nan, 0.0, nan, 0.017873215893017873, 0.0, nan, 0.6060792349726776, nan, nan, nan, nan, nan, 0.34469985725760655, nan, 0.0, nan, nan, 0.77066269545793, nan, nan, nan, 0.8002494048293844, 0.0, nan, nan, nan, nan, nan, 0.060557125555106985, nan, 0.0, nan, 0.8745612894839464, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7170706006322445, nan, 0.4285361435863659, nan, 0.013091001525165227, 0.0, 0.0, nan, nan, 0.013015184381778741, 0.440303738317757, nan, 0.0, 0.0, nan, nan, nan, 0.7070683111954459, nan, 0.10585774058577406, nan, nan, 0.40338840660879305, nan, nan]	[0.7257324173623733, 0.9578592366123491, 0.9853961901830148, 0.8482443002766908, 0.8316613653046244, 0.8899150573825951, 0.9623062695324957, 0.894059770240253, 0.860160666468313, nan, 0.7898249347132218, 0.7711463508970278, 0.9327260551391388, 0.9837060041407868, 0.7061594870849465, 0.7285212559626776, 0.9059455270150576, 0.9189886940265289, 0.9307511737089202, 0.5887708147118218, 0.5222740722547747, nan, 0.9852907897714415, nan, nan, 0.9796564680622651, nan, nan, 0.0, 0.0, nan, 0.9879092243818488, 0.0, nan, nan, nan, 0.6075114678899083, nan, nan, 0.9754360146538498, nan, nan, 0.756041802743305, 0.3033884948778566, nan, nan, nan, 0.14418921992267456, nan, nan, 0.9126051201040747, nan, nan, nan, nan, nan, nan, 0.5401346452615226, nan, nan, nan, nan, nan, 0.39991757109493065, nan, nan, nan, nan, 0.026486280487804877, 0.0, nan, 0.8307274599756577, nan, nan, nan, nan, nan, 0.89002496730472, nan, nan, nan, nan, 0.9610027855153204, nan, nan, nan, 0.9430861723446894, nan, nan, nan, nan, nan, nan, 0.060557125555106985, nan, 0.0, nan, 0.8793621748791007, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.780837636259323, nan, 0.4972296522735957, nan, 0.013581223628691984, nan, 0.0, nan, nan, 0.013043478260869565, 0.4770886075949367, nan, 0.0, nan, nan, nan, nan, 0.9579048843187661, nan, 0.10585774058577406, nan, nan, 0.5074863484234631, nan, nan]
0.3462	19.0	646	0.4331	0.3865	0.5784	0.8430	[0.6523621748775211, 0.9038421789954757, 0.973742160684582, 0.7408887221032648, 0.7661204398227072, 0.801833162009781, 0.530147575544624, 0.6237041345729859, 0.7076864401261383, 0.0, 0.5288795875434638, 0.6850310494181495, 0.8541437605614056, 0.9418885718814393, 0.462136964249782, 0.6384518540831537, 0.7239139784946237, 0.8625152485513876, 0.8944798466480157, 0.45874322912871335, 0.4777795847563289, nan, 0.9633530970102182, 0.0, nan, 0.9341684434968017, 0.0, nan, 0.0, 0.0, nan, 0.9712866877690676, 0.0, 0.0, nan, nan, 0.33153809599239664, nan, 0.0, 0.9369283051634055, nan, nan, 0.5675616266289841, 0.3348894348894349, nan, nan, 0.0, 0.1885376392995224, nan, nan, 0.8569121306036929, nan, nan, nan, nan, nan, nan, 0.4461674789543642, nan, 0.0, nan, nan, nan, 0.4313779365297431, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6076451747667456, nan, nan, nan, nan, nan, 0.34802339917630704, nan, 0.0, nan, nan, 0.7774669105778543, nan, nan, nan, 0.8003424503221737, 0.0, nan, nan, nan, nan, nan, 0.06802583770690351, nan, 0.0, nan, 0.8812524360140315, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.6942458899213724, nan, 0.43315639036341363, nan, 0.0035087719298245615, 0.0, 0.0, nan, nan, 0.010857763300760043, 0.45089968246501233, 0.0, 0.0, 0.0, nan, nan, nan, 0.6753480017961383, nan, 0.09288702928870293, nan, nan, 0.40857694429123, nan, nan]	[0.7316496719139891, 0.9541981956644547, 0.9803902167300659, 0.8519794458204447, 0.8377899728523658, 0.887480121876064, 0.9623062695324957, 0.9059565827666562, 0.8705856773396197, nan, 0.7821678434406938, 0.7811282020767011, 0.9339201716945966, 0.9842443064182195, 0.7056678752125197, 0.722169803078751, 0.9317426926483614, 0.9296304158762986, 0.9316955372079219, 0.6252193200251598, 0.5153971205688689, nan, 0.9874890893220832, nan, nan, 0.9783145464304884, nan, nan, 0.0, 0.0, nan, 0.9860618199850263, 0.0, nan, nan, nan, 0.6000573394495413, nan, nan, 0.9798039891035476, nan, nan, 0.7378347485303723, 0.35802469135802467, nan, nan, nan, 0.1885376392995224, nan, nan, 0.9120940389350927, nan, nan, nan, nan, nan, nan, 0.5214914552045572, nan, nan, nan, nan, nan, 0.4313779365297431, nan, nan, nan, nan, 0.0, 0.0, nan, 0.8170583278719221, nan, nan, nan, nan, nan, 0.8762995548157836, nan, nan, nan, nan, 0.9583499137816687, nan, nan, nan, 0.9492050768203073, nan, nan, nan, nan, nan, nan, 0.06802583770690351, nan, 0.0, nan, 0.8865507776761208, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7429718875502008, nan, 0.5066870462361482, nan, 0.003691983122362869, nan, 0.0, nan, nan, 0.010869565217391304, 0.4853164556962025, nan, 0.0, nan, nan, nan, nan, 0.9665809768637532, nan, 0.09288702928870293, nan, nan, 0.5219305971463801, nan, nan]
0.4443	20.0	680	0.4329	0.3912	0.5735	0.8424	[0.6486895112125557, 0.9051331512774459, 0.9722324270255525, 0.7463078128096483, 0.7609558808000169, 0.8028106450725264, 0.5522075591610901, 0.6723405614281608, 0.7038017324350336, 0.0, 0.522581621294485, 0.7099360867225744, 0.8590854740844714, 0.9439876057680848, 0.45753527048491077, 0.6401872769133303, 0.7200395576732895, 0.8627716617182505, 0.8952576573783411, 0.45585770395016634, 0.42453516038068384, nan, 0.9630920323142721, 0.0, nan, 0.9356446838253433, 0.0, nan, 0.0, 0.0, nan, 0.9710689595741013, 0.0, nan, nan, nan, 0.3494760241346459, nan, 0.0, 0.9358248734764771, nan, nan, 0.5733262652405751, 0.31355718252966425, 0.0, nan, nan, 0.1821696611325904, nan, nan, 0.8533683289588802, nan, nan, nan, nan, nan, nan, 0.4261992619926199, nan, 0.0, nan, nan, nan, 0.38013463387828, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5764247787610619, nan, nan, nan, nan, nan, 0.3472780370915808, nan, 0.0, nan, nan, 0.7887912087912088, nan, nan, nan, 0.8028945868945869, 0.0, nan, nan, nan, nan, nan, 0.04763827210335083, nan, 0.0, nan, 0.9028578834813039, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7312245979855098, nan, 0.42570281124497994, nan, 0.0006507027589796981, 0.0, 0.0, nan, nan, 0.005434782608695652, 0.45366479925303455, nan, 0.0, 0.0, nan, nan, nan, 0.6541386052574408, nan, 0.11338912133891213, nan, nan, 0.3922614164615805, nan, nan]	[0.7375336557715413, 0.9579004536296433, 0.9795400074759779, 0.8603599519870612, 0.8396075826954222, 0.880140838393546, 0.9420881433764908, 0.8606996361455963, 0.8368045224635525, nan, 0.7794918915433472, 0.8047216685013835, 0.9333069767066589, 0.9839751552795031, 0.7021651406214794, 0.723925844385036, 0.8867360496014172, 0.9332803758157626, 0.9349333549187847, 0.6032376601449995, 0.4507561138205677, nan, 0.9827692108751171, nan, nan, 0.9772088030059044, nan, nan, 0.0, 0.0, nan, 0.986090989528134, 0.0, nan, nan, nan, 0.6310206422018348, nan, nan, 0.9784889000219181, nan, nan, 0.7505715218811234, 0.3262411347517731, nan, nan, nan, 0.1821696611325904, nan, nan, 0.9063792222273847, nan, nan, nan, nan, nan, nan, 0.4785085447954428, nan, nan, nan, nan, nan, 0.38013463387828, nan, nan, nan, nan, 0.0, 0.0, nan, 0.7622881752644883, nan, nan, nan, nan, nan, 0.9189685464801385, nan, nan, nan, nan, 0.9521156652075872, nan, nan, nan, 0.9412692050768203, nan, nan, nan, nan, nan, nan, 0.04763827210335083, nan, 0.0, nan, 0.9104692197098418, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7913558997896347, nan, 0.496178830722201, nan, 0.0006592827004219409, nan, 0.0, nan, nan, 0.005434782608695652, 0.4920253164556962, nan, 0.0, nan, nan, nan, nan, 0.9675449871465296, nan, 0.11338912133891213, nan, nan, 0.5053725559274265, nan, nan]
0.3263	21.0	714	0.4330	0.3713	0.5734	0.8420	[0.646552245818145, 0.9032500811197051, 0.9766317105253596, 0.7402789498136858, 0.762963911202142, 0.80265153425157, 0.5560709209246653, 0.6028453815438046, 0.709452207034775, 0.0, 0.5032846049350176, 0.7027572293207801, 0.8567205754884021, 0.9427584015253834, 0.45608833315444886, 0.6395721597821014, 0.7207725321888412, 0.8581588204665812, 0.8974031502767135, 0.44739759095499665, 0.511676225516719, nan, 0.9630463744211127, 0.0, nan, 0.9324381247880986, 0.0, nan, 0.0, 0.0, nan, 0.9714475590340363, 0.0, nan, nan, nan, 0.3293041489709245, nan, 0.0, 0.9388364520340331, nan, nan, 0.5731998669368252, 0.29638916750250754, 0.0, nan, 0.0, 0.20695929042528996, nan, nan, 0.8374181958167586, nan, nan, nan, nan, nan, nan, 0.4484092863284609, nan, 0.0, nan, nan, nan, 0.3856298942162385, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.5716804174599817, nan, nan, nan, nan, nan, 0.34709090026483136, nan, 0.0, nan, nan, 0.7822095945798273, nan, nan, nan, 0.7960045332325948, 0.0, nan, nan, nan, nan, nan, 0.0502624142107388, nan, 0.0, nan, 0.8623894955798231, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.6561271882815292, nan, 0.42971624826232724, nan, 0.008087594873709095, 0.0, 0.0, nan, nan, 0.014084507042253521, 0.3262686918638879, 0.0, 0.0, 0.0, nan, nan, nan, 0.6665926748057713, nan, 0.099581589958159, nan, nan, 0.3774074074074074, nan, nan]	[0.7241058500970395, 0.9516306179400704, 0.9849637561658494, 0.8493829757143012, 0.8333158563156117, 0.8918069807230681, 0.9481472032655144, 0.9319987462694703, 0.8547021261987046, nan, 0.8002869394203179, 0.8083663086489542, 0.9330326526331076, 0.9827329192546583, 0.6963477334644298, 0.730320979888522, 0.9296944198405669, 0.9254874031870381, 0.9384814634936053, 0.6012844704869732, 0.5530098359121902, nan, 0.981508421426955, nan, nan, 0.9743102522812668, nan, nan, 0.0, 0.0, nan, 0.9878119925714897, 0.0, nan, nan, nan, 0.5779816513761468, nan, nan, 0.979506528477941, nan, nan, 0.7737589810581319, 0.31048069345941687, nan, nan, nan, 0.20695929042528996, nan, nan, 0.9096315569390884, nan, nan, nan, nan, nan, nan, 0.5401346452615226, nan, nan, nan, nan, nan, 0.3856298942162385, nan, nan, nan, nan, 0.0, 0.0, nan, 0.7590113285272915, nan, nan, nan, nan, nan, 0.8500904899668423, nan, nan, nan, nan, 0.9494627934739356, nan, nan, nan, 0.9571409485637943, nan, nan, nan, nan, nan, nan, 0.0502624142107388, nan, 0.0, nan, 0.8670108482551301, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7024287626697265, nan, 0.5020061138708445, nan, 0.008570675105485231, nan, 0.0, nan, nan, 0.014130434782608696, 0.3507594936708861, nan, 0.0, nan, nan, nan, nan, 0.964974293059126, nan, 0.099581589958159, nan, nan, 0.5384886383653338, nan, nan]
0.524	22.0	748	0.4333	0.3779	0.5752	0.8419	[0.6451126174180877, 0.9050409025633497, 0.9746581320919406, 0.7397875045633647, 0.7678308234540211, 0.8030243204466111, 0.5168384879725086, 0.6274960873418438, 0.7079466686867921, 0.0, 0.5058497693694061, 0.6764111720776259, 0.8558324551378148, 0.9418883796599409, 0.4606955628816949, 0.640940188619979, 0.7179865828446057, 0.8561625506537197, 0.8964269971737496, 0.44285232198946084, 0.5156265223274695, nan, 0.9639282999746643, 0.0, nan, 0.9375109255622166, 0.0, nan, 0.0, 0.0, nan, 0.9722855210197316, 0.0, nan, nan, nan, 0.34417344173441733, nan, 0.0, 0.9385698840771217, nan, nan, 0.5742866816460956, 0.32191952011997, 0.0, nan, 0.0, 0.16761428246531726, nan, nan, 0.8433407994486561, nan, nan, nan, nan, nan, nan, 0.45478606087340095, nan, 0.0, nan, nan, nan, 0.4011540046709713, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.5776503080518377, nan, nan, nan, nan, nan, 0.34624209495890157, nan, 0.0, nan, nan, 0.7784243991809462, nan, nan, nan, 0.8, 0.0, nan, nan, nan, nan, nan, 0.06802583770690351, nan, 0.0, nan, 0.8756173641798805, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7060906515580736, nan, 0.4265359907758195, nan, 0.006668376506796614, 0.0, 0.0, nan, nan, 0.017204301075268817, 0.34223843709544544, nan, 0.0, 0.0, nan, nan, nan, 0.6694915254237288, nan, 0.09707112970711297, nan, nan, 0.38140161725067384, nan, nan]	[0.7265222882844028, 0.9565257448763611, 0.9821089587135454, 0.8524327401825507, 0.8376385053654445, 0.8852305000452511, 0.9592448497990943, 0.9069922732042355, 0.855537500286087, nan, 0.8008350259535094, 0.7720537919133617, 0.9304427106445808, 0.9828985507246377, 0.6984370839222434, 0.7308975904667051, 0.9420394154118689, 0.92018023817187, 0.9328287734067239, 0.5647697553547191, 0.5570681730465598, nan, 0.9839653444541429, nan, nan, 0.9787654320987654, nan, nan, 0.0, 0.0, nan, 0.9852985502737075, 0.0, nan, nan, nan, 0.6189793577981652, nan, nan, 0.9785671791339199, nan, nan, 0.7616753755715219, 0.33832413974257947, nan, nan, nan, 0.16761428246531726, nan, nan, 0.9096780188635414, nan, nan, nan, nan, nan, nan, 0.5339202485758674, nan, nan, nan, nan, nan, 0.4011540046709713, nan, nan, nan, nan, 0.0, 0.0, nan, 0.7636925381518584, nan, nan, nan, nan, nan, 0.8831028150966327, nan, nan, nan, nan, 0.9580846266083035, nan, nan, nan, 0.9454642618570475, nan, nan, nan, nan, nan, nan, 0.06802583770690351, nan, 0.0, nan, 0.8805384917004313, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7626697265251482, nan, 0.49474589224302634, nan, 0.006856540084388186, nan, 0.0, nan, nan, 0.017391304347826087, 0.3681012658227848, nan, 0.0, nan, nan, nan, nan, 0.9646529562982005, nan, 0.09707112970711297, nan, nan, 0.5483530033468381, nan, nan]
0.45	23.0	782	0.4359	0.3880	0.5740	0.8416	[0.6476777210632493, 0.9048594439091597, 0.9738261600183319, 0.7365632025390588, 0.7676740594569088, 0.8008836740447784, 0.5153564580791354, 0.629532575893744, 0.7106440199509808, 0.0, 0.5195737183619097, 0.6849302472217114, 0.8531898311375024, 0.9430286352396905, 0.45616755065959474, 0.6383271737016145, 0.7290646853146853, 0.8589163998351457, 0.8971910764744591, 0.44590354739132637, 0.4820325659741718, nan, 0.9630695291997344, 0.0, nan, 0.9404759454062622, 0.0, nan, 0.0, 0.0, nan, 0.9718706922959105, 0.0, nan, nan, nan, 0.33776, nan, 0.0, 0.936809531640082, nan, nan, 0.5698700021512646, 0.31084967320261436, 0.0, nan, nan, 0.1737548328405731, nan, nan, 0.8410921733231578, nan, nan, nan, nan, nan, nan, 0.44489067380633646, nan, 0.0, nan, nan, nan, 0.4253331501579887, nan, nan, nan, nan, 0.0012762336925694838, 0.0, nan, 0.5873422986274781, nan, nan, nan, nan, nan, 0.34728746857872833, nan, 0.0, nan, nan, 0.7794766878432217, nan, nan, nan, 0.8010340564235136, 0.0, nan, nan, nan, nan, nan, 0.04985870004037142, nan, 0.0, nan, 0.8873879724639564, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.712272565108812, nan, 0.42457231726283046, nan, 0.010583343832682373, 0.0, 0.0, nan, nan, 0.016198704103671708, 0.3721973094170404, nan, 0.0, 0.0, nan, nan, nan, 0.6322418136020151, nan, 0.043933054393305436, nan, nan, 0.38518336204774795, nan, nan]	[0.7275339638335233, 0.958591444801928, 0.9811671320829394, 0.8483168273746279, 0.8340149370244795, 0.8936601174802512, 0.9428534983098412, 0.9068559981466592, 0.8527224040464148, nan, 0.7796369732727214, 0.7756538038142274, 0.9274251458355185, 0.9791097308488613, 0.6870685593723755, 0.7167531582533941, 0.9234388839681134, 0.9276513569222552, 0.9380902271868761, 0.583407819379614, 0.5221103353098722, nan, 0.9846765590146446, nan, nan, 0.980901771336554, nan, nan, 0.0, 0.0, nan, 0.987150816261048, 0.0, nan, nan, nan, 0.6052178899082569, nan, nan, 0.9810877665403763, nan, nan, 0.7569807315480078, 0.3123194116101918, nan, nan, nan, 0.1737548328405731, nan, nan, 0.9217116572968452, nan, nan, nan, nan, nan, nan, 0.5163127912998446, nan, nan, nan, nan, nan, 0.4253331501579887, nan, nan, nan, nan, 0.001714939024390244, 0.0, nan, 0.7932777829791218, nan, nan, nan, nan, nan, 0.8906458473691858, nan, nan, nan, nan, 0.9602069239952248, nan, nan, nan, 0.9521442885771543, nan, nan, nan, nan, nan, nan, 0.04985870004037142, nan, 0.0, nan, 0.8929551692589204, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7636259323006311, nan, 0.4955101260985862, nan, 0.011075949367088608, nan, 0.0, nan, nan, 0.016304347826086956, 0.3992405063291139, nan, 0.0, nan, nan, nan, nan, 0.967866323907455, nan, 0.043933054393305436, nan, nan, 0.5513475427162233, nan, nan]
0.4165	24.0	816	0.4353	0.3871	0.5761	0.8430	[0.6495339143782631, 0.9074240704338437, 0.9769427497717194, 0.7407472312887065, 0.7532459406188405, 0.8037861512845459, 0.5053244307481596, 0.6620873402439532, 0.7052840720942334, 0.0, 0.5322575286025983, 0.666957201635541, 0.848981707768644, 0.9430499432689053, 0.4572884701174753, 0.6361102917203584, 0.7247859589041096, 0.8709630362533932, 0.8960236744504607, 0.4342626347399617, 0.5472132510472293, nan, 0.9616068028937682, 0.0, nan, 0.9250451566289931, 0.0, nan, 0.0, 0.0, nan, 0.9725129197419404, 0.0, nan, nan, nan, 0.34888960411972963, nan, 0.0, 0.9390385281320104, nan, nan, 0.5664082687338501, 0.3145796847635727, nan, nan, nan, 0.22560836934273368, nan, nan, 0.8245556014882183, nan, nan, nan, nan, nan, nan, 0.451380042462845, nan, 0.0, nan, nan, nan, 0.39813161148509413, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5404770380918477, nan, nan, nan, nan, nan, 0.3467163736914873, nan, 0.0, nan, nan, 0.7730691810573154, nan, nan, nan, 0.8020713980813732, 0.0, nan, nan, nan, nan, nan, 0.0502624142107388, nan, 0.0, nan, 0.8874967540898467, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7417739628040058, nan, 0.4345460451518597, nan, 0.00012896569512509673, 0.0, 0.0, nan, nan, 0.012958963282937365, 0.3444668964697492, 0.0, 0.0, 0.0, nan, nan, nan, 0.5707013574660633, nan, 0.033891213389121336, nan, nan, 0.370946668250386, nan, nan]	[0.7237361757185545, 0.953575091344184, 0.9841282056920043, 0.8583872149231757, 0.8415533573351044, 0.9008270161481475, 0.9412590088653613, 0.8669274062768292, 0.853054264985238, nan, 0.7746880742818454, 0.7740620630150844, 0.9249400924633495, 0.9808695652173913, 0.6929064503574428, 0.715914451957855, 0.93727856510186, 0.9403817050038006, 0.9354190275754142, 0.5481510908067666, 0.6004350724535982, nan, 0.9797303850257008, nan, nan, 0.9621363392377885, nan, nan, 0.0, 0.0, nan, 0.98714595467053, 0.0, nan, nan, nan, 0.6215596330275229, nan, nan, 0.9764536431098726, nan, nan, 0.7606139777922927, 0.37746256895193064, nan, nan, nan, 0.22560836934273368, nan, nan, 0.9267295451377596, nan, nan, nan, nan, nan, nan, 0.5504919730709477, nan, nan, nan, nan, nan, 0.39813161148509413, nan, nan, nan, nan, 0.0, 0.0, nan, 0.7107012452017601, nan, nan, nan, nan, nan, 0.9275816060978348, nan, nan, nan, nan, 0.9679002520228147, nan, nan, nan, 0.9539345357381429, nan, nan, nan, nan, nan, nan, 0.0502624142107388, nan, 0.0, nan, 0.8934126258005489, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7932683113406005, nan, 0.5111769201375621, nan, 0.00013185654008438817, nan, 0.0, nan, nan, 0.013043478260869565, 0.36683544303797466, nan, 0.0, nan, nan, nan, nan, 0.9726863753213367, nan, 0.033891213389121336, nan, nan, 0.5501144970935353, nan, nan]
0.467	25.0	850	0.4319	0.3937	0.5721	0.8431	[0.6508008784390278, 0.9052470497408184, 0.9750837269682656, 0.7421921874506584, 0.7601302268364847, 0.800613865453404, 0.5361426019757227, 0.6571226979436156, 0.70324411073537, 0.0, 0.54518300668612, 0.6953014563799297, 0.85700761777975, 0.9428276081424937, 0.4572209263578807, 0.6374167323534412, 0.7272096452424321, 0.8614464699697227, 0.8952138572207651, 0.4520004046330484, 0.4971677559912854, nan, 0.9611893881695862, 0.0, nan, 0.9338709345197636, 0.0, nan, 0.0, 0.0, nan, 0.971765167313984, 0.0, nan, nan, nan, 0.3512476007677543, nan, 0.0, 0.9389522602450359, nan, nan, 0.5567509752107713, 0.3027545499262174, nan, nan, nan, 0.18285194450761882, nan, nan, 0.8517324391711805, nan, nan, nan, nan, nan, nan, 0.4470486111111111, nan, 0.0, nan, nan, nan, 0.3437285341393049, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5169275573352748, nan, nan, nan, nan, nan, 0.34686266015346845, nan, 0.0, nan, nan, 0.775534188034188, nan, nan, nan, 0.799627318036909, 0.0, nan, nan, nan, nan, nan, 0.053492127573677835, nan, 0.0, nan, 0.8837888722976044, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7259100642398287, nan, 0.4275664621676892, nan, 0.0034285714285714284, 0.0, 0.0, nan, nan, 0.017130620985010708, 0.34849023090586145, nan, 0.0, 0.0, nan, nan, nan, 0.6351550960118169, nan, 0.11506276150627615, nan, nan, 0.3751819505094614, nan, nan]	[0.7361818797942146, 0.9552116493838055, 0.9826843158380791, 0.8523021914062642, 0.8351451175038158, 0.8903158520765906, 0.9380700299764015, 0.8757307749962524, 0.842434714942897, nan, 0.7649998387980784, 0.7975662729463568, 0.9349287160826523, 0.9819461697722567, 0.702656752493906, 0.7206147018224389, 0.9282550930026572, 0.9313218607262941, 0.9301171010738762, 0.5916840467441321, 0.5337824403822088, nan, 0.9791808101380403, nan, nan, 0.9734514224369297, nan, nan, 0.0, 0.0, nan, 0.9877050375800948, 0.0, nan, nan, nan, 0.6295871559633027, nan, nan, 0.9742618279738234, nan, nan, 0.7224853037230569, 0.32335172051484107, nan, nan, nan, 0.18285194450761882, nan, nan, 0.9205501091855225, nan, nan, nan, nan, nan, nan, 0.5334023821853962, nan, nan, nan, nan, nan, 0.3437285341393049, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6647317666885123, nan, nan, nan, nan, nan, 0.9201970963949325, nan, nan, nan, nan, 0.9628597957288765, nan, nan, nan, 0.9516900467601871, nan, nan, nan, nan, nan, nan, 0.053492127573677835, nan, 0.0, nan, 0.8896222715984838, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7779690189328744, nan, 0.49933129537638515, nan, 0.003560126582278481, nan, 0.0, nan, nan, 0.017391304347826087, 0.37253164556962026, nan, 0.0, nan, nan, nan, nan, 0.9672236503856041, nan, 0.11506276150627615, nan, nan, 0.5448300158534437, nan, nan]
0.3942	26.0	884	0.4394	0.3804	0.5741	0.8403	[0.6397114629316163, 0.9057167147033819, 0.9766901800023986, 0.7401317877683684, 0.7632936211930692, 0.8066048622865056, 0.5261001995588699, 0.6042265772002698, 0.7039493777200886, 0.0, 0.5048032134950766, 0.6808949149027181, 0.8581169527500241, 0.9429149877930172, 0.46183785574295416, 0.6355977432143947, 0.7236251649802024, 0.8601332547244569, 0.8962313190383365, 0.4566787003610108, 0.5354430792295408, nan, 0.962577502214349, 0.0, nan, 0.9353223579832279, 0.0, nan, 0.0, 0.0, nan, 0.9718722152486993, 0.0, 0.0, nan, nan, 0.3509156362498044, nan, 0.0, 0.9402195158622764, nan, nan, 0.5751388680378322, 0.3771483902202856, nan, nan, nan, 0.18489879463270412, nan, nan, 0.8112487692812602, nan, nan, nan, nan, nan, nan, 0.4572284003421728, nan, 0.0, nan, nan, nan, 0.3856298942162385, nan, nan, nan, nan, 0.001700198356474922, 0.0, nan, 0.5293264699485246, nan, nan, nan, nan, nan, 0.33566072551254594, nan, 0.0, nan, nan, 0.7865573770491803, nan, nan, nan, 0.7989656248606715, 0.0, nan, nan, nan, nan, nan, 0.048647557529269275, nan, 0.0, nan, 0.8506890275611024, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.6682151152403073, nan, 0.4303724928366762, nan, 0.0017750729047800178, 0.0, 0.0, nan, nan, 0.0010869565217391304, 0.29688983855650525, 0.0, 0.0, 0.0, nan, nan, nan, 0.6245075679037944, nan, 0.100418410041841, nan, nan, 0.35866865375062096, nan, nan]	[0.7125054681001818, 0.9531314022756643, 0.9848831328745136, 0.8455934348470947, 0.8345742015915737, 0.9036627463486742, 0.9584157152879648, 0.9277197094615772, 0.8440368022337674, nan, 0.812360963342683, 0.7814257237214007, 0.9361873794789456, 0.9835403726708074, 0.6854298531309531, 0.7283203159127046, 0.9105403011514615, 0.929130515171644, 0.9304004101235767, 0.6281656569669282, 0.5764359145293148, nan, 0.9837067209775967, nan, nan, 0.9746430488459474, nan, nan, 0.0, 0.0, nan, 0.986197944519529, 0.0, nan, nan, nan, 0.6427752293577982, nan, nan, 0.97902119798353, nan, nan, 0.7819644023514043, 0.4092461255581823, nan, nan, nan, 0.18489879463270412, nan, nan, 0.9187845560563118, nan, nan, nan, nan, nan, nan, 0.5535991714137752, nan, nan, nan, nan, nan, 0.3856298942162385, nan, nan, nan, nan, 0.0022865853658536584, 0.0, nan, 0.6835502293792716, nan, nan, nan, nan, nan, 0.8675015522001611, nan, nan, nan, nan, 0.9546358933545563, nan, nan, nan, 0.9576486305945224, nan, nan, nan, nan, nan, nan, 0.048647557529269275, nan, 0.0, nan, 0.8552476800418246, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7152419200611971, nan, 0.5021971723347344, nan, 0.0018459915611814346, nan, 0.0, nan, nan, 0.0010869565217391304, 0.31658227848101267, nan, 0.0, nan, nan, nan, nan, 0.967866323907455, nan, 0.100418410041841, nan, nan, 0.5087193940461512, nan, nan]
0.5931	27.0	918	0.4353	0.3760	0.5745	0.8420	[0.6529822114853098, 0.9045389637117451, 0.97544128933231, 0.7378118256640717, 0.7671162711285641, 0.8013467751352614, 0.4879334434142004, 0.6118121703890653, 0.7058510439622008, 0.0, 0.5301473332894188, 0.6460179300805157, 0.855736438140385, 0.9415722309325818, 0.4643814263837235, 0.6369774944371299, 0.7165964616680708, 0.8588766132932821, 0.8939657409810537, 0.4436398685218595, 0.5201654935253345, nan, 0.9624007621467132, 0.0, nan, 0.9361653957374991, 0.0, nan, 0.0, 0.0, nan, 0.9719316054336428, 0.0, 0.0, nan, nan, 0.3414035661704564, nan, 0.0, 0.9403819423460446, nan, nan, 0.5527372319566773, 0.31591856757419673, 0.0, nan, 0.0, 0.19422333409142598, nan, nan, 0.8432549821154829, nan, nan, nan, nan, nan, nan, 0.4585934248855597, nan, 0.0, nan, nan, nan, 0.43453771122406926, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5372735801400015, nan, nan, nan, nan, nan, 0.3461325157482787, nan, 0.0, nan, nan, 0.7681511186154496, nan, nan, nan, 0.7969359766295743, 0.0, nan, nan, nan, nan, nan, 0.10900282599919257, nan, 0.0, nan, 0.8550168962828177, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.6978814313690582, nan, 0.43413002691899827, nan, 0.001137081490840177, 0.0, 0.0, nan, nan, 0.01714898177920686, 0.31188645771732704, nan, 0.0, 0.0, nan, nan, nan, 0.6461241142366331, nan, 0.07615062761506276, nan, nan, 0.3709219858156028, nan, nan]	[0.7350888758818275, 0.9537254122307862, 0.9828015860800223, 0.8406579658324842, 0.8375918999848533, 0.8872387831355936, 0.980036992155112, 0.9216827244109511, 0.8650241457441695, nan, 0.7784279588612696, 0.7364404510428134, 0.9292405257340186, 0.9822567287784679, 0.6956922509678609, 0.7227726232286698, 0.941762621789194, 0.9241794438091064, 0.9293751011818034, 0.5942662296818618, 0.5661087915043916, nan, 0.9797303850257008, nan, nan, 0.9765968867418143, nan, nan, 0.0, 0.0, nan, 0.986829951286863, 0.0, nan, nan, nan, 0.5983371559633027, nan, nan, 0.9744496978426277, nan, nan, 0.7250163291966035, 0.33832413974257947, nan, nan, nan, 0.19422333409142598, nan, nan, 0.9200854899409934, nan, nan, nan, nan, nan, nan, 0.5706887622993267, nan, nan, nan, nan, nan, 0.43453771122406926, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6970321130980245, nan, nan, nan, nan, nan, 0.8739481366992959, nan, nan, nan, nan, 0.9655126674625282, nan, nan, nan, 0.9548964595858384, nan, nan, nan, nan, nan, nan, 0.10900282599919257, nan, 0.0, nan, 0.85982224545811, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.749665327978581, nan, 0.5084065724111578, nan, 0.0011867088607594937, nan, 0.0, nan, nan, 0.017391304347826087, 0.33379746835443036, nan, 0.0, nan, nan, nan, nan, 0.9669023136246787, nan, 0.07615062761506276, nan, nan, 0.5527567377135811, nan, nan]
0.4198	28.0	952	0.4371	0.3865	0.5732	0.8403	[0.6409973916297321, 0.905896349068283, 0.9762433150216466, 0.7451166438945398, 0.7542192878741905, 0.805839121179633, 0.5065944653001562, 0.6497773399823513, 0.7009259607784093, 0.0, 0.5108830424589736, 0.6627968955161789, 0.8581381646781558, 0.9418058610235986, 0.45618103310411, 0.637182117282756, 0.7249316706525453, 0.8657950687018056, 0.8943742377455433, 0.4557749591621024, 0.5097598007624332, nan, 0.96274727013768, 0.0, nan, 0.9273671495090701, 0.0, nan, 0.0, 0.0, nan, 0.9719607814962232, 0.0, nan, nan, nan, 0.3469520103761349, nan, 0.0, 0.9360382574908466, nan, nan, 0.5484302362605872, 0.3312574850299401, nan, nan, nan, 0.19217648396634068, nan, nan, 0.8428802451272449, nan, nan, nan, nan, nan, nan, 0.4470536109880372, nan, 0.0, nan, nan, nan, 0.36364885286440446, nan, nan, nan, nan, 0.0, 0.0, nan, 0.504547134935305, nan, nan, nan, nan, nan, 0.3393808671781171, nan, 0.0, nan, nan, 0.7806819404108852, nan, nan, nan, 0.8020856897253766, 0.0, nan, nan, nan, nan, nan, 0.066410981025434, nan, 0.0, nan, 0.8924284694738208, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.7144390767579173, nan, 0.4299248611564848, nan, 0.0, 0.0, 0.0, nan, nan, 0.016146393972012917, 0.3477028463446321, 0.0, 0.0, 0.0, nan, nan, nan, 0.6203362033620337, nan, 0.09330543933054393, nan, nan, 0.37369172216936253, nan, nan]	[0.7198040725794029, 0.954486714785514, 0.9833842725946774, 0.8543256974387056, 0.8398639122886737, 0.8940393640724189, 0.9725747815549461, 0.862975429607119, 0.8523790996269426, nan, 0.7904052616307187, 0.7584273005861176, 0.9401086000597059, 0.9840993788819876, 0.7011614330486081, 0.7190858101378623, 0.9397143489813995, 0.9341911538119141, 0.9299687010954617, 0.628099447148012, 0.5458054103364794, nan, 0.9833511136973458, nan, nan, 0.9642726784755771, nan, nan, 0.0, 0.0, nan, 0.9865382558557858, 0.0, nan, nan, nan, 0.6135321100917431, nan, nan, 0.9806024360459655, nan, nan, 0.7031352057478772, 0.3632781717888101, nan, nan, nan, 0.19217648396634068, nan, nan, 0.9202248757143521, nan, nan, nan, nan, nan, nan, 0.5225271879854997, nan, nan, nan, nan, nan, 0.36364885286440446, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6388914895609026, nan, nan, nan, nan, nan, 0.9145695451723272, nan, nan, nan, nan, 0.962727152142194, nan, nan, nan, 0.9474148296593187, nan, nan, nan, nan, nan, nan, 0.066410981025434, nan, 0.0, nan, 0.8989021043000915, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7636259323006311, nan, 0.5028658769583493, nan, 0.0, nan, 0.0, nan, nan, 0.016304347826086956, 0.37265822784810126, nan, 0.0, nan, nan, nan, nan, 0.9723650385604113, nan, 0.09330543933054393, nan, nan, 0.55346133521226, nan, nan]
0.2976	29.0	986	0.4369	0.3816	0.5754	0.8393	[0.6428810383317772, 0.9047540283118995, 0.97386455400598, 0.7388601463334221, 0.7686440677966102, 0.798591417982923, 0.5028400696063302, 0.6192216926565175, 0.7059464106605531, 0.0, 0.5305249372476263, 0.6613972997771661, 0.859187742210076, 0.9421938917351761, 0.44990930026116377, 0.6404687825704294, 0.7264159100734976, 0.8535980306317966, 0.8966043001860657, 0.46692802573381587, 0.46262504181549385, nan, 0.963429693189374, 0.0, nan, 0.9389416414309911, 0.0, nan, 0.0, 0.0, nan, 0.9718957318709974, 0.0, nan, nan, nan, 0.3504725292327407, nan, 0.0, 0.9390139383824259, nan, nan, 0.5725519801201598, 0.33935546875, nan, nan, 0.0, 0.17125312713213556, nan, nan, 0.8131278213835454, nan, nan, nan, nan, nan, nan, 0.46157167530224524, nan, 0.0, nan, nan, nan, 0.4246462426157439, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5314920356568756, nan, nan, nan, nan, nan, 0.3406633186325745, nan, 0.0, nan, nan, 0.7548686244204018, nan, nan, nan, 0.7963127498889383, 0.0, nan, nan, nan, nan, nan, 0.06903512313282197, nan, 0.0, nan, 0.8923146825911983, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.6865964661788327, nan, 0.42886228520237807, nan, 0.010994565904208265, 0.0, 0.0, nan, nan, 0.01810436634717785, 0.3292841136926524, 0.0, 0.0, 0.0, nan, nan, nan, 0.6417783450329717, nan, 0.11799163179916318, nan, nan, 0.3826876513317191, nan, nan]	[0.7246135362434922, 0.9548625170020196, 0.981145143912575, 0.8451909094535446, 0.8348538338751209, 0.8859502066462965, 0.976784233688373, 0.9118164102424333, 0.8456961069278832, nan, 0.7836347809265887, 0.7506173574127518, 0.9283852800929474, 0.9823395445134575, 0.7163399496097831, 0.7247645506805752, 0.9301372896368467, 0.9213169986783447, 0.9361340456532298, 0.6150892177309895, 0.5013976117797037, nan, 0.9836743930430285, nan, nan, 0.9819323671497584, nan, nan, 0.0, 0.0, nan, 0.9857020622866978, 0.0, nan, nan, nan, 0.6272935779816514, nan, nan, 0.977721764724301, nan, nan, 0.7430600914435009, 0.36511688993958497, nan, nan, nan, 0.17125312713213556, nan, nan, 0.9289597175114993, nan, nan, nan, nan, nan, nan, 0.5535991714137752, nan, nan, nan, nan, nan, 0.4246462426157439, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6810223761820055, nan, nan, nan, nan, nan, 0.8826536678159553, nan, nan, nan, nan, 0.9717469160366097, nan, nan, nan, 0.9579158316633266, nan, nan, nan, nan, nan, nan, 0.06903512313282197, nan, 0.0, nan, 0.8983792968239446, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.7357047236565308, nan, 0.5030569354222392, nan, 0.011471518987341773, nan, 0.0, nan, nan, 0.01847826086956522, 0.3534177215189873, nan, 0.0, nan, nan, nan, nan, 0.9694730077120822, nan, 0.11799163179916318, nan, nan, 0.5568081733309846, nan, nan]

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

License: other
Created: Oct 16, 2023
Updated: Oct 16, 2023