generated_from_trainer dataset:scene_parse_150 base_model:nvidia/segformer-b0-finetuned-ade-512-512 license:other region:us
---
license: other
base_model: nvidia/segformer-b0-finetuned-ade-512-512
tags:
- generated_from_trainer
datasets:
- scene_parse_150
model-index:
- name: lora_segformer
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# lora_segformer

This model is a fine-tuned version of [nvidia/segformer-b0-finetuned-ade-512-512](https://huggingface.co/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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |
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| 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]                                   |
| 0.5191        | 30.0  | 1020 | 0.4373          | 0.3801   | 0.5731        | 0.8413           | [0.645137383058362, 0.9055505296306899, 0.9740671933453793, 0.737604753050256, 0.7690127182582454, 0.801750995931758, 0.5041522721233058, 0.611301338840879, 0.7023536782651792, 0.0, 0.5241944292736209, 0.669414956668335, 0.8578705151691166, 0.9418288593932901, 0.4570235070308239, 0.6345099185441008, 0.7195272835871838, 0.859709924148656, 0.8959813023436993, 0.4400347696510617, 0.5437811912632057, nan, 0.9640030393212182, 0.0, nan, 0.9420548411380723, 0.0, nan, 0.0, 0.0, nan, 0.9720681344325638, 0.0, 0.0, nan, nan, 0.3509166934705693, nan, 0.0, 0.9395654005898995, nan, nan, 0.5544039838157485, 0.3022663610898905, nan, nan, 0.0, 0.18921992267455082, nan, nan, 0.8437273541071657, nan, nan, nan, nan, nan, nan, 0.4530526315789474, nan, 0.0, nan, nan, nan, 0.3945596922654211, nan, nan, nan, nan, 0.0, 0.0, nan, 0.508241957737274, nan, nan, nan, nan, nan, 0.34034226823134095, nan, 0.0, nan, nan, 0.7613801704427354, nan, nan, nan, 0.799928241467462, 0.0, nan, nan, nan, nan, nan, 0.11606782398062172, nan, 0.0, nan, 0.8676499252810084, 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, 0.6996415770609319, nan, 0.4282190429205723, nan, 0.00026065424214779094, 0.0, 0.0, nan, nan, 0.01798941798941799, 0.3096283984328624, nan, 0.0, 0.0, nan, nan, nan, 0.6018315747561218, nan, 0.06694560669456066, nan, nan, 0.36482007575757575, nan, nan]                                        | [0.7229672530113058, 0.958625388227935, 0.9818597594494162, 0.8400850017587821, 0.8313118249501905, 0.8994306991497119, 0.967982651954844, 0.9196385985473079, 0.8595083880713158, nan, 0.7736080214076152, 0.7560917556752254, 0.9294745080320475, 0.9828364389233955, 0.7037014277228129, 0.7206933305376457, 0.9336248892825509, 0.9275075498702312, 0.930926555501592, 0.5865527857781309, 0.588751271885197, nan, 0.9843532796689619, nan, nan, 0.9806977992485238, nan, nan, 0.0, 0.0, nan, 0.9882398125370696, 0.0, nan, nan, nan, 0.6255733944954128, nan, nan, 0.9774869273882957, nan, nan, 0.7271799477465709, 0.3117940635671132, nan, nan, nan, 0.18921992267455082, nan, nan, 0.9196208706964643, nan, nan, nan, nan, nan, nan, 0.5572242361470741, nan, nan, nan, nan, nan, 0.3945596922654211, nan, nan, nan, nan, 0.0, 0.0, nan, 0.655275723246887, nan, nan, nan, nan, nan, 0.8777394681567788, nan, nan, nan, nan, 0.9717469160366097, nan, nan, nan, 0.9531596526386106, nan, nan, nan, nan, nan, nan, 0.11606782398062172, nan, 0.0, nan, 0.8726963795582277, 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, 0.7466054694970358, nan, 0.4975162399694306, nan, 0.00026371308016877635, nan, 0.0, nan, nan, 0.01847826086956522, 0.330126582278481, nan, 0.0, nan, nan, nan, nan, 0.971401028277635, nan, 0.06694560669456066, nan, nan, 0.5428923727320768, nan, nan]                                      |
| 0.4119        | 31.0  | 1054 | 0.4311          | 0.3893   | 0.5765        | 0.8427           | [0.6483202560025112, 0.9054059637765994, 0.9749826419813225, 0.7450374832621411, 0.7703225390549455, 0.8040824017566326, 0.5093624161073825, 0.6364800406615319, 0.7062322434746254, 0.0, 0.5282432047659723, 0.6696560856966789, 0.8597884388399994, 0.9417469939381894, 0.4624426527675978, 0.6394479053287325, 0.7162551964028167, 0.8549824157514166, 0.8960911336100443, 0.45105839963969374, 0.4900561712463944, nan, 0.9628948369909933, 0.0, nan, 0.9391753212101309, 0.0, nan, 0.0, 0.0, nan, 0.9722849458499331, 0.0, nan, nan, nan, 0.3524471006299467, nan, 0.0, 0.9371479928100659, nan, nan, 0.5606199840715554, 0.34751063297473106, nan, nan, 0.0, 0.17762110529906755, nan, nan, 0.8481170647729718, nan, nan, nan, nan, nan, nan, 0.4550150667240637, nan, 0.0, nan, nan, nan, 0.39689517790905343, nan, nan, nan, nan, 0.0, 0.0, nan, 0.536725188104622, nan, nan, nan, nan, nan, 0.34706449898615704, nan, 0.0, nan, nan, 0.7837514934289128, nan, nan, nan, 0.8003010086034549, 0.0, nan, nan, nan, nan, nan, 0.057529269277351636, nan, 0.0, nan, 0.9053826199740597, 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, 0.7167344053719739, nan, 0.42750716332378225, nan, 0.0021780909673286353, 0.0, 0.0, nan, nan, 0.015151515151515152, 0.4188074475606882, nan, 0.0, 0.0, nan, nan, nan, 0.56912701386287, nan, 0.10711297071129706, nan, nan, 0.40139455334824364, nan, nan]                              | [0.7329755706848218, 0.9562881408943122, 0.9828968681516012, 0.8494555028122383, 0.8353664930616239, 0.9011243799533699, 0.9681102111104024, 0.8873822924190186, 0.8505481427230906, nan, 0.7775735886771771, 0.7597810240695011, 0.9286111940358719, 0.9810351966873706, 0.6978840205657634, 0.7236986947633276, 0.9347320637732507, 0.9206390511473749, 0.9349333549187847, 0.5967822028006753, 0.5285428581453282, nan, 0.9815407493615232, nan, nan, 0.9824691358024691, nan, nan, 0.0, 0.0, nan, 0.9859597265841493, 0.0, nan, nan, nan, 0.6255733944954128, nan, nan, 0.9794908726555406, nan, nan, 0.7471423905943828, 0.36485421591804573, nan, nan, nan, 0.17762110529906755, nan, nan, 0.915578683269061, nan, nan, nan, nan, nan, nan, 0.5473847747281202, nan, nan, nan, nan, nan, 0.39689517790905343, nan, nan, nan, nan, 0.0, 0.0, nan, 0.7012452017601348, nan, nan, nan, nan, nan, 0.888611474392, nan, nan, nan, nan, 0.9571561215015254, nan, nan, nan, 0.9519572478289913, nan, nan, nan, nan, nan, nan, 0.057529269277351636, nan, 0.0, nan, 0.9123643968108744, 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, 0.7756741250717154, nan, 0.4988536492166603, nan, 0.002241561181434599, nan, 0.0, nan, nan, 0.015217391304347827, 0.449873417721519, nan, 0.0, nan, nan, nan, nan, 0.9762210796915167, nan, 0.10711297071129706, nan, nan, 0.5374317421173155, nan, nan]                                   |
| 0.4903        | 32.0  | 1088 | 0.4366          | 0.3902   | 0.5716        | 0.8402           | [0.6399856685343, 0.9049629369457473, 0.9747363364412516, 0.7430659937028306, 0.7629117914647822, 0.8022063399417879, 0.5045534864754655, 0.6367029911829608, 0.7069323252707274, 0.0, 0.5196253915489356, 0.6705136202952797, 0.8576650995862315, 0.9423226191660862, 0.4569595013930887, 0.6351618025684905, 0.7226249360395702, 0.8660459089696523, 0.8957901379248174, 0.44769512315758236, 0.5169997715230708, nan, 0.9618959992385545, 0.0, nan, 0.9345825182744775, 0.0, nan, 0.0, 0.0, nan, 0.9731339129767183, 0.0, nan, nan, nan, 0.3399039257909558, nan, 0.0, 0.9392867358152558, nan, nan, 0.5622253871094816, 0.29777886258237735, nan, nan, nan, 0.17011598817375484, nan, nan, 0.8319983224994758, nan, nan, nan, nan, nan, nan, 0.4580152671755725, nan, 0.0, nan, nan, nan, 0.3860420387415854, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4850762768074287, nan, nan, nan, nan, nan, 0.33688834365539483, nan, 0.0, nan, nan, 0.7705577309768229, nan, nan, nan, 0.8002339076064955, 0.0, nan, nan, nan, nan, nan, 0.05732741219216794, nan, 0.0, nan, 0.8782958825821535, 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, 0.6894443445423485, nan, 0.42647781234648763, nan, 0.00038407374215849446, 0.0, 0.0, nan, nan, 0.010869565217391304, 0.3432198362795112, nan, 0.0, 0.0, nan, nan, nan, 0.58688906128782, nan, 0.099163179916318, nan, nan, 0.37616250611845325, nan, nan]                                   | [0.7175552201102862, 0.9557741404433496, 0.9815519250643154, 0.851540656877926, 0.8402367553334033, 0.8944099914238555, 0.9469991708654889, 0.8925607446069146, 0.8538667521113221, nan, 0.7861978914788664, 0.767486834667222, 0.9332101564454055, 0.9802691511387164, 0.7088633523832933, 0.7198633607660184, 0.9381643046944198, 0.9337323408364092, 0.9384140089579623, 0.5992981759194889, 0.5557582774873396, nan, 0.9801183202405198, nan, nan, 0.9745142243692968, nan, nan, 0.0, 0.0, nan, 0.9859548649936313, 0.0, nan, nan, nan, 0.588302752293578, nan, nan, 0.976829382847481, nan, nan, 0.7574297844546048, 0.3204623062779091, nan, nan, nan, 0.17011598817375484, nan, nan, 0.9217581192212981, nan, nan, nan, nan, nan, nan, 0.559295701708959, nan, nan, nan, nan, nan, 0.3860420387415854, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6162344349779983, nan, nan, nan, nan, nan, 0.899668423625147, nan, nan, nan, nan, 0.9657779546358933, nan, nan, nan, 0.9507014028056112, nan, nan, nan, nan, nan, nan, 0.05732741219216794, nan, 0.0, nan, 0.8838060384263495, 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, 0.7332185886402753, nan, 0.4976117692013756, nan, 0.00039556962025316455, nan, 0.0, nan, nan, 0.010869565217391304, 0.3662025316455696, nan, 0.0, nan, nan, nan, nan, 0.9723650385604113, nan, 0.099163179916318, nan, nan, 0.541483177734719, nan, nan]                                       |
| 0.4019        | 33.0  | 1122 | 0.4406          | 0.3734   | 0.5736        | 0.8387           | [0.6343020830436354, 0.9058862982265536, 0.9744276171536382, 0.7402147907413653, 0.757705380954871, 0.8017694403074335, 0.5124623761371707, 0.6242593627724986, 0.69749034024834, 0.0, 0.5209418869190526, 0.6693062085672237, 0.8533998660513862, 0.9422376926902039, 0.4385284625673371, 0.6371322024999807, 0.7232921741329176, 0.8698575244879786, 0.8931335440485946, 0.4605959205767291, 0.5442393037183851, nan, 0.9614653916788044, 0.0, nan, 0.9284203357650677, 0.0, nan, 0.0, 0.0, nan, 0.9734224201930215, 0.0, 0.0, nan, nan, 0.35004042037186744, nan, 0.0, 0.9407102140268022, nan, nan, 0.5635576424672989, 0.2994713858883015, 0.0, nan, nan, 0.2071867182169661, nan, nan, 0.8266923109085588, nan, nan, nan, nan, nan, nan, 0.44075207695671187, nan, 0.0, nan, nan, nan, 0.39978018958648165, nan, nan, nan, nan, 0.0, 0.0, nan, 0.483055285404354, nan, nan, nan, nan, nan, 0.33153664162187313, nan, 0.0, nan, nan, 0.7718554625410617, nan, nan, nan, 0.8024442227462362, 0.0, nan, nan, nan, nan, nan, 0.06277755349212757, nan, 0.0, nan, 0.8798208024931827, 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, 0.6987410071942446, nan, 0.4294443539188529, nan, 0.00039072675175827037, 0.0, 0.0, nan, nan, 0.014054054054054054, 0.31516587677725116, 0.0, 0.0, 0.0, nan, nan, nan, 0.5740318906605922, nan, 0.0602510460251046, nan, nan, 0.36728871983834543, nan, nan]                                 | [0.702615446227781, 0.9562178295118693, 0.9804268636806731, 0.8515587886524103, 0.8441166532676198, 0.895543421579993, 0.9664519420881433, 0.9131519058066802, 0.851074542832948, nan, 0.8009962278750362, 0.7644818660557555, 0.9355580477807989, 0.9807660455486542, 0.7320305618714025, 0.7209554262550016, 0.9501217891939769, 0.9365194584637299, 0.9263531379849981, 0.6197239050551197, 0.5909149386571232, nan, 0.9816377331652281, nan, nan, 0.965925925925926, nan, nan, 0.0, 0.0, nan, 0.9880502105068695, 0.0, nan, nan, nan, 0.6206995412844036, nan, nan, 0.9791934120299339, nan, nan, 0.7545313520574788, 0.3422642500656685, nan, nan, nan, 0.2071867182169661, nan, nan, 0.9186451702829531, nan, nan, nan, nan, nan, nan, 0.5220093215950284, nan, nan, nan, nan, nan, 0.39978018958648165, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6045314109165808, nan, nan, nan, nan, nan, 0.8848597735769297, nan, nan, nan, nan, 0.9661758853959411, nan, nan, nan, 0.9456513026052105, nan, nan, nan, nan, nan, nan, 0.06277755349212757, nan, 0.0, nan, 0.8855705136583453, 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, 0.5035345815819641, nan, 0.00039556962025316455, nan, 0.0, nan, nan, 0.014130434782608696, 0.3367088607594937, nan, 0.0, nan, nan, nan, nan, 0.9717223650385605, nan, 0.0602510460251046, nan, nan, 0.5443015677294346, nan, nan]                                   |
| 0.4135        | 34.0  | 1156 | 0.4361          | 0.3860   | 0.5727        | 0.8394           | [0.6360205632268718, 0.9048471218499878, 0.9728305950492601, 0.7413948539554205, 0.772220435295379, 0.8050050606896445, 0.5170862682195411, 0.6297883765306025, 0.7021621929458218, 0.0, 0.5103439745188789, 0.6842804350399138, 0.8603242763011771, 0.9429151086005251, 0.44356584297779167, 0.6395962996710476, 0.7202333150175408, 0.8561120813839348, 0.8949210546783853, 0.45351556789942993, 0.5125625401946785, nan, 0.9625641350478241, 0.0, nan, 0.9401352979334631, 0.0, nan, 0.0, 0.0, nan, 0.9727516656542805, 0.0, nan, nan, nan, 0.3578336557059961, nan, 0.0, 0.9413701941234233, nan, nan, 0.5561756310337086, 0.34453125, 0.0, nan, nan, 0.1682965658403457, nan, nan, 0.8530149666926204, nan, nan, nan, nan, nan, nan, 0.46147332768839966, nan, 0.0, nan, nan, nan, 0.420799560379173, nan, nan, nan, nan, 0.0, 0.0, nan, 0.48394149577804585, nan, nan, nan, nan, nan, 0.33466141337229033, nan, 0.0, nan, nan, 0.7705196182396606, nan, nan, nan, 0.8012147859393061, 0.0, nan, nan, nan, nan, nan, 0.10254339927331449, nan, 0.0, nan, 0.8809925945173445, 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, 0.6747095621090259, nan, 0.42336187026671057, nan, 0.0005191434133679429, 0.0, 0.0, nan, nan, 0.018162393162393164, 0.3103896103896104, nan, 0.0, 0.0, nan, nan, nan, 0.6025513254933227, nan, 0.06903765690376569, nan, nan, 0.36880177342200443, nan, nan]                                      | [0.7137882381935245, 0.9598837195206218, 0.9799394592375968, 0.8439688278533067, 0.8391881342701015, 0.8980473110123729, 0.9457873588876842, 0.8950545781605592, 0.8465543679765638, nan, 0.7981107134797046, 0.7740323108506144, 0.9375751365569102, 0.9814906832298137, 0.7261926708863352, 0.7236375390959445, 0.9433126660761736, 0.9197625129255148, 0.9313582645297069, 0.616247889562022, 0.5499573114393647, nan, 0.9825105873985711, nan, nan, 0.9801932367149758, nan, nan, 0.0, 0.0, nan, 0.9887502795414548, 0.0, nan, nan, nan, 0.6364678899082569, nan, nan, 0.9755769170554529, nan, nan, 0.7079114957544089, 0.3475177304964539, nan, nan, nan, 0.1682965658403457, nan, nan, 0.9162291502114017, nan, nan, nan, nan, nan, nan, 0.5644743656136717, nan, nan, nan, nan, nan, 0.420799560379173, nan, nan, nan, nan, 0.0, 0.0, nan, 0.6009736916019099, nan, nan, nan, nan, nan, 0.8987833392779297, nan, nan, nan, nan, 0.9637883008356546, nan, nan, nan, 0.9446092184368737, nan, nan, nan, nan, nan, nan, 0.10254339927331449, nan, 0.0, nan, 0.8862893739380473, 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, 0.7219353604895774, nan, 0.4913068398930073, nan, 0.0005274261603375527, nan, 0.0, nan, nan, 0.01847826086956522, 0.3327848101265823, nan, 0.0, nan, nan, nan, nan, 0.971401028277635, nan, 0.06903765690376569, nan, nan, 0.5568081733309846, nan, nan]                                    |
| 0.5802        | 35.0  | 1190 | 0.4332          | 0.3780   | 0.5750        | 0.8416           | [0.6476432545026136, 0.9050442912818052, 0.9757726405892886, 0.7397889128632806, 0.7557274247491639, 0.8036901276406083, 0.49657913598748943, 0.6236323240961952, 0.7083249653325683, 0.0, 0.5351457503647873, 0.6531194480826839, 0.8595055413469735, 0.9417951618344546, 0.4583922693563525, 0.6361379459226078, 0.7239456998170135, 0.8640638412869996, 0.8971295577967416, 0.4532690327280034, 0.528361675113132, nan, 0.9621154335113146, 0.0, nan, 0.925914869524937, 0.0, nan, 0.0, 0.0, nan, 0.97322379212109, 0.0, nan, nan, nan, 0.3504854368932039, nan, 0.0, 0.9408417970813274, nan, nan, 0.5210041147012855, 0.35854214123006833, 0.0, nan, 0.0, 0.2008187400500341, nan, nan, 0.8553562898953494, nan, nan, nan, nan, nan, nan, 0.4686031610422896, nan, 0.0, nan, nan, nan, 0.41722764115949995, nan, nan, nan, nan, 0.0, 0.0, nan, 0.45868087735557617, nan, nan, nan, nan, nan, 0.340610729135805, nan, 0.0, nan, nan, 0.7797214123744736, nan, nan, nan, 0.7985260720488044, 0.0, nan, nan, nan, nan, nan, 0.10476382721033509, nan, 0.0, nan, 0.8770300116928673, 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, 0.687196983300413, nan, 0.4325118328708993, nan, 0.001420637995608937, 0.0, 0.0, nan, nan, 0.016146393972012917, 0.4359367626238792, 0.0, 0.0, 0.0, nan, nan, nan, 0.6062374245472837, nan, 0.07866108786610879, nan, nan, 0.4172859895403248, nan, nan]                                      | [0.7271840054218909, 0.9509711456633636, 0.9825597162060145, 0.847954191884943, 0.8424854649469281, 0.90144329186042, 0.9721283245104917, 0.9142148512557746, 0.8475728377543313, nan, 0.7863107328239353, 0.7492190056826634, 0.93546929587465, 0.982567287784679, 0.710297220344538, 0.7208418514441474, 0.941762621789194, 0.9305480418273083, 0.9360531002104582, 0.5974111960803787, 0.5694303123866998, nan, 0.9786312352503799, nan, nan, 0.965625335480408, nan, nan, 0.0, 0.0, nan, 0.9865285326747498, 0.0, nan, nan, nan, 0.6209862385321101, nan, nan, 0.9760309359050631, nan, nan, 0.6668027433050294, 0.41344890990281064, nan, nan, nan, 0.2008187400500341, nan, nan, 0.9152069878734377, nan, nan, nan, nan, nan, nan, 0.5680994303469705, nan, nan, nan, nan, nan, 0.41722764115949995, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5560340792060668, nan, nan, nan, nan, nan, 0.8808570786932456, nan, nan, nan, nan, 0.9578193394349384, nan, nan, nan, 0.958316633266533, nan, nan, nan, nan, nan, nan, 0.10476382721033509, nan, 0.0, nan, 0.8823029669324272, 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, 0.7318799005545994, nan, 0.5063049293083683, nan, 0.0014504219409282701, nan, 0.0, nan, nan, 0.016304347826086956, 0.46772151898734177, nan, 0.0, nan, nan, nan, nan, 0.9681876606683805, nan, 0.07866108786610879, nan, nan, 0.5340849039985908, nan, nan]                                       |
| 0.5707        | 36.0  | 1224 | 0.4393          | 0.3807   | 0.5724        | 0.8408           | [0.642292372890665, 0.9066473030573635, 0.9754871287416872, 0.7370651676167317, 0.7587218472020693, 0.804106050618552, 0.505804367576298, 0.6405935864004618, 0.7095176136089827, 0.0, 0.5315678903140203, 0.6662552295818933, 0.8556391088523815, 0.9415780282584537, 0.4574969851266247, 0.6360032274582215, 0.7262827134986226, 0.8642247262339311, 0.8964226505025386, 0.45502806006370394, 0.5419882863669333, nan, 0.9616642845799587, 0.0, nan, 0.9310476623349793, 0.0, nan, 0.0, 0.0, nan, 0.9732741555908109, 0.0, nan, nan, nan, 0.3552948738550538, nan, 0.0, 0.9403903586835198, nan, nan, 0.5412276247302272, 0.33285951196398955, 0.0, nan, nan, 0.17989538321582899, nan, nan, 0.8500064264598775, nan, nan, nan, nan, nan, nan, 0.46595744680851064, nan, 0.0, nan, nan, nan, 0.38755323533452396, nan, nan, nan, nan, 0.0, 0.0, nan, 0.47309605817068506, nan, nan, nan, nan, nan, 0.3367078394836429, nan, 0.0, nan, nan, 0.7763888888888889, nan, nan, nan, 0.8000312765291989, 0.0, nan, nan, nan, nan, nan, 0.058336697618086394, nan, 0.0, nan, 0.8793013894299442, 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, 0.7137726701382654, nan, 0.42946682946682946, nan, 0.0, 0.0, 0.0, nan, nan, 0.015135135135135135, 0.3366559867093865, 0.0, 0.0, 0.0, nan, nan, nan, 0.5858996707340693, nan, 0.08326359832635984, nan, nan, 0.3716159809183065, nan, nan]                                                | [0.7205150796340224, 0.9550976964536393, 0.9826440041924112, 0.8463477166656392, 0.8407494145199064, 0.9042316162369257, 0.9587346131768608, 0.8771071530777722, 0.8424232714622479, nan, 0.7749782377405938, 0.7628306209276725, 0.9345817768131611, 0.9823602484472049, 0.6993793400110613, 0.7161940207230347, 0.9340677590788308, 0.9322600305418787, 0.9337191732772112, 0.5958883702453074, 0.5855233149714045, nan, 0.9788252028577894, nan, nan, 0.967589908749329, nan, nan, 0.0, 0.0, nan, 0.9871994321662275, 0.0, nan, nan, nan, 0.6338876146788991, nan, nan, 0.9760779033722642, nan, nan, 0.6961544741998694, 0.369057000262674, nan, nan, nan, 0.17989538321582899, nan, nan, 0.921804581145751, nan, nan, nan, nan, nan, nan, 0.5670636975660279, nan, nan, nan, nan, nan, 0.38755323533452396, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5786911337889711, nan, nan, nan, nan, nan, 0.9261945336133899, nan, nan, nan, nan, 0.9639209444223372, nan, nan, nan, 0.95687374749499, nan, nan, nan, nan, nan, nan, 0.058336697618086394, nan, 0.0, nan, 0.8850477061821984, 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, 0.7601835915088927, nan, 0.504012227741689, nan, 0.0, nan, 0.0, nan, nan, 0.015217391304347827, 0.3591139240506329, nan, 0.0, nan, nan, nan, nan, 0.9720437017994858, nan, 0.08326359832635984, nan, nan, 0.5488814514708473, nan, nan]                                                     |
| 0.3664        | 37.0  | 1258 | 0.4409          | 0.3813   | 0.5746        | 0.8392           | [0.6363549419020085, 0.9059447807362262, 0.9742738710017869, 0.7395510725505051, 0.7633672701846574, 0.8045218102676505, 0.5050787624471309, 0.6456100295998465, 0.7028708407054391, 0.0, 0.5312819498037664, 0.6665661149437347, 0.858696537376639, 0.9419863707706674, 0.4453864204072364, 0.6373922288357222, 0.7249367251512162, 0.8601626635199777, 0.8947463838493713, 0.46419630685338953, 0.5146434427564639, nan, 0.9619159174370014, 0.0, nan, 0.9361132836619602, 0.0, nan, 0.0, 0.0, nan, 0.9725428823033923, 0.0, nan, nan, nan, 0.35445288508162276, nan, 0.0, 0.9401584528256416, nan, nan, 0.5587831084457772, 0.34423076923076923, 0.0, nan, nan, 0.1603365931316807, nan, nan, 0.8256884538818845, nan, nan, nan, nan, nan, nan, 0.4589247311827957, nan, 0.0, nan, nan, nan, 0.4000549526033796, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4801091157081155, nan, nan, nan, nan, nan, 0.33458022794940356, nan, 0.0, nan, nan, 0.77472, nan, nan, nan, 0.8005030655557303, 0.0, nan, nan, nan, nan, nan, 0.07119806373537717, nan, 0.0, nan, 0.8906696080975863, 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, 0.7174223491610139, nan, 0.42814029363784667, nan, 0.0014300572022880914, 0.0, 0.0, nan, nan, 0.010857763300760043, 0.3860063822243234, 0.0, 0.0, 0.0, nan, nan, nan, 0.568858909499719, nan, 0.0895397489539749, nan, nan, 0.38440928808369484, nan, nan]                                           | [0.7133150549890638, 0.9557765649737787, 0.9810755147064213, 0.8460322237896134, 0.8395376746245354, 0.8984998211507549, 0.9672810765992729, 0.870893010452297, 0.8455587851600943, nan, 0.7790405261630718, 0.7560471274285204, 0.9358081667890367, 0.9816356107660456, 0.7231610643397038, 0.7175743915011096, 0.9355070859167405, 0.9284731115052489, 0.9321542280502941, 0.6199887443307842, 0.554284644983217, nan, 0.9822842918565933, nan, nan, 0.976532474503489, nan, nan, 0.0, 0.0, nan, 0.9879092243818488, 0.0, nan, nan, nan, 0.6287270642201835, nan, nan, 0.9772207784074898, nan, nan, 0.7303233180927499, 0.3761491988442343, nan, nan, nan, 0.1603365931316807, nan, nan, 0.9250104539330019, nan, nan, nan, nan, nan, nan, 0.5525634386328327, nan, nan, nan, nan, nan, 0.4000549526033796, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5932028836251287, nan, nan, nan, nan, nan, 0.932258021902535, nan, nan, nan, nan, 0.9633903700756068, nan, nan, nan, 0.9524114896459586, nan, nan, nan, nan, nan, nan, 0.07125555106984255, nan, 0.0, nan, 0.8970722781335773, 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, 0.7685982023331421, nan, 0.5014329384791746, nan, 0.0014504219409282701, nan, 0.0, nan, nan, 0.010869565217391304, 0.41341772151898737, nan, 0.0, nan, nan, nan, nan, 0.9755784061696658, nan, 0.0895397489539749, nan, nan, 0.5307380658798662, nan, nan]                                    |
| 0.4709        | 38.0  | 1292 | 0.4338          | 0.3744   | 0.5721        | 0.8433           | [0.6531547713288965, 0.9080252043769238, 0.9764992721979622, 0.7349318658280922, 0.7595943903258314, 0.8023024268823895, 0.5068544030253916, 0.6113283564403366, 0.7026441589483119, 0.0, 0.5246468470637152, 0.6673220912819845, 0.854083983649201, 0.941639970551366, 0.45939624694044057, 0.6400272273015578, 0.7165067258936428, 0.8626748463134315, 0.8937950599932328, 0.45630078712076827, 0.5766699431599641, nan, 0.9623712157235695, 0.0, nan, 0.9303699419577386, 0.0, nan, 0.0, 0.0, nan, 0.9721732464545803, 0.0, 0.0, nan, nan, 0.3563218390804598, nan, 0.0, 0.9383183183183184, nan, nan, 0.5295667823627715, 0.3382776178879787, 0.0, nan, nan, 0.17511939959062997, nan, nan, 0.8531438228539239, nan, nan, nan, nan, nan, nan, 0.451277609354699, nan, 0.0, nan, nan, nan, 0.4125566698722352, nan, nan, nan, nan, 0.0, 0.0, nan, 0.47240618101545256, nan, nan, nan, nan, nan, 0.3475454957749269, nan, 0.0, nan, nan, 0.7652601821798765, nan, nan, nan, 0.8018991338866835, 0.0, nan, nan, nan, nan, nan, 0.07413376309427881, nan, 0.0, nan, 0.8644662465076993, 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, 0.7262780269058295, nan, 0.42743052725939207, nan, 0.0, 0.0, 0.0, nan, nan, 0.01702127659574468, 0.314380478559583, 0.0, 0.0, 0.0, nan, nan, nan, 0.599960372498514, nan, 0.007112970711297071, nan, nan, 0.3725241824044219, nan, nan]                                                     | [0.7371085302362835, 0.956278442772596, 0.9833916019847988, 0.8339492092733147, 0.8431146375849092, 0.889022965966928, 0.9573952420434977, 0.9139559286463799, 0.8611905797267296, nan, 0.7729309733372022, 0.762354586296153, 0.9271911635374896, 0.9797929606625259, 0.6920256457526782, 0.7228949345634359, 0.9465234720992028, 0.9283019126337919, 0.9265689924990557, 0.593008243122455, 0.6312527045834649, nan, 0.9814114376232502, nan, nan, 0.967085346215781, nan, nan, 0.0, 0.0, nan, 0.9864750551790524, 0.0, nan, nan, nan, 0.648795871559633, nan, nan, 0.9783636534427154, nan, nan, 0.6726812540822992, 0.4013659049120042, nan, nan, nan, 0.17511939959062997, nan, nan, 0.9147423686289086, nan, nan, nan, nan, nan, nan, 0.5396167788710513, nan, nan, nan, nan, nan, 0.4125566698722352, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5810317386012546, nan, nan, nan, nan, nan, 0.8807249765518699, nan, nan, nan, nan, 0.9694919750630057, nan, nan, nan, 0.9499799599198396, nan, nan, nan, nan, nan, nan, 0.0742834073475979, nan, 0.0, nan, 0.8694941837668279, 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, 0.7743354369860393, nan, 0.5010508215513947, nan, 0.0, nan, 0.0, nan, nan, 0.017391304347826087, 0.3359493670886076, nan, 0.0, nan, nan, nan, nan, 0.9730077120822622, nan, 0.007112970711297071, nan, nan, 0.569843227056544, nan, nan]                                                        |
| 0.3278        | 39.0  | 1326 | 0.4365          | 0.3740   | 0.5740        | 0.8396           | [0.640509910013284, 0.905774550484094, 0.9767012184033461, 0.7395959861418696, 0.7579605841248588, 0.807629166150415, 0.5099759493242099, 0.5981940913474183, 0.7064548033141748, 0.0, 0.5068553018060595, 0.6711004734625546, 0.8601043985911403, 0.9417949381708118, 0.44637212007789384, 0.6398284238361724, 0.7154027240625526, 0.8624114469191173, 0.8950663596616045, 0.46646123505485027, 0.5233582387251889, nan, 0.962344954477683, 0.0, nan, 0.9261360710939028, 0.0, nan, 0.0, 0.0, nan, 0.9723302903688495, 0.0, nan, nan, nan, 0.3478814909206754, nan, 0.0, 0.9403991451190512, nan, nan, 0.5569509528272415, 0.3178628028073353, 0.0, nan, 0.0, 0.17329997725722082, nan, nan, 0.8421344008176476, nan, nan, nan, nan, nan, nan, 0.46379897785349233, nan, 0.0, nan, nan, nan, 0.4493749141365572, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4522239263803681, nan, nan, nan, nan, nan, 0.34021414303670056, nan, 0.0, nan, nan, 0.7647676004616515, nan, nan, nan, 0.7985254154229964, 0.0, nan, nan, nan, nan, nan, 0.0747983870967742, nan, 0.0, nan, 0.8684125024368055, 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, 0.6796721895599501, nan, 0.42854815056216394, nan, 0.0, 0.0, 0.0, nan, nan, 0.010857763300760043, 0.3366792631081719, 0.0, 0.0, 0.0, nan, nan, nan, 0.584070796460177, nan, 0.08284518828451883, nan, nan, 0.3793230316409124, nan, nan]                                                     | [0.715356889806229, 0.9526586188419958, 0.9841318703870651, 0.8368466668358966, 0.8442331667190978, 0.8989350928076746, 0.9602015434657822, 0.929886482877039, 0.8664431373446547, nan, 0.8039139826546733, 0.763306655559192, 0.9319434246940076, 0.9792132505175983, 0.7230791290276327, 0.7271758312802502, 0.9420947741364039, 0.9270144971204349, 0.9334898278560251, 0.6264110967656503, 0.5677227699612879, nan, 0.9807002230627485, nan, nan, 0.9655179817498658, nan, nan, 0.0, 0.0, nan, 0.9854006436745846, 0.0, nan, nan, nan, 0.6261467889908257, nan, nan, 0.9782070952187119, nan, nan, 0.7277922926192031, 0.36879432624113473, nan, nan, nan, 0.17329997725722082, nan, nan, 0.9187845560563118, nan, nan, nan, nan, nan, nan, 0.5639564992232005, nan, nan, nan, nan, nan, 0.4493749141365572, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5521018631214306, nan, nan, nan, nan, nan, 0.8617418988361801, nan, nan, nan, nan, 0.9668391033293541, nan, nan, nan, 0.9578891115564462, nan, nan, nan, nan, nan, nan, 0.07488897860314897, nan, 0.0, nan, 0.8733498889034114, 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, 0.7295850066934404, nan, 0.5024837600305694, nan, 0.0, nan, 0.0, nan, nan, 0.010869565217391304, 0.3608860759493671, nan, 0.0, nan, nan, nan, nan, 0.9755784061696658, nan, 0.08284518828451883, nan, nan, 0.5448300158534437, nan, nan]                                                   |
| 0.4907        | 40.0  | 1360 | 0.4359          | 0.3807   | 0.5716        | 0.8410           | [0.6439168096450548, 0.905352623479932, 0.9767972751429496, 0.7398828674844159, 0.7442532293343238, 0.8103928180153535, 0.5081620314389359, 0.6331391248055499, 0.7087368579718883, 0.0, 0.5226763476537252, 0.6633393595041323, 0.8599091278489897, 0.9427118509395733, 0.44788005061802566, 0.634708154306721, 0.7138552938680246, 0.8658478620453638, 0.8942748438534754, 0.4285898228265348, 0.5427441237045997, nan, 0.9616155191604389, 0.0, nan, 0.9194718379088754, 0.0, nan, 0.0, 0.0, nan, 0.9732995835714869, 0.0, nan, nan, nan, 0.3596392333709132, nan, 0.0, 0.9399526259410691, nan, nan, 0.5315441363520733, 0.31126436781609196, 0.0, nan, nan, 0.12963384125540142, nan, nan, 0.8458850104419725, nan, nan, nan, nan, nan, nan, 0.4505446623093682, nan, 0.0, nan, nan, nan, 0.3941475477400742, nan, nan, nan, nan, 0.0, 0.0, nan, 0.43560666137985726, nan, nan, nan, nan, nan, 0.34031636595032544, nan, 0.0, nan, nan, 0.77780177067588, nan, nan, nan, 0.7982008592910849, 0.0, nan, nan, nan, nan, nan, 0.07769929364278506, nan, 0.0, nan, 0.8674503182231459, 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, 0.7196029776674938, nan, 0.42746837522589126, nan, 0.0, 0.0, 0.0, nan, nan, 0.01193058568329718, 0.44036697247706424, 0.0, 0.0, 0.0, nan, nan, nan, 0.6111111111111112, nan, 0.1087866108786611, nan, nan, 0.40894017774240615, nan, nan]                                                   | [0.7223659160223037, 0.9514487781578903, 0.9847548685473881, 0.8539485565294334, 0.840481433581507, 0.9021543792207345, 0.9649212322214427, 0.8929831972854009, 0.8609044927105028, nan, 0.7821356030563884, 0.7641694683288209, 0.9391000556716502, 0.982567287784679, 0.7177328499149921, 0.7149796438992854, 0.9312444641275465, 0.9355881366030036, 0.9291052830392316, 0.5509650081107028, 0.5825058769867724, nan, 0.977532085475059, nan, nan, 0.9538915727321524, nan, nan, 0.0, 0.0, nan, 0.9851527025581689, 0.0, nan, nan, nan, 0.6401949541284404, nan, nan, 0.9753733913642484, nan, nan, 0.6823971260613978, 0.35566062516417124, nan, nan, nan, 0.12963384125540142, nan, nan, 0.9221298146169215, nan, nan, nan, nan, nan, nan, 0.5354738477472812, nan, nan, nan, nan, nan, 0.3941475477400742, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5142776893549293, nan, nan, nan, nan, nan, 0.8972377442238338, nan, nan, nan, nan, 0.9555643984613343, nan, nan, nan, 0.9531062124248497, nan, nan, nan, nan, nan, nan, 0.07771497779572063, nan, 0.0, nan, 0.8728924323617828, 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, 0.7764390896921017, nan, 0.4971341230416507, nan, 0.0, nan, 0.0, nan, nan, 0.011956521739130435, 0.4739240506329114, nan, 0.0, nan, nan, nan, nan, 0.9720437017994858, nan, 0.1087866108786611, nan, nan, 0.5430685221067465, nan, nan]                                                    |
| 0.3889        | 41.0  | 1394 | 0.4326          | 0.3784   | 0.5677        | 0.8422           | [0.6538767743273876, 0.9052118040119709, 0.9750029996400432, 0.7339493215503222, 0.7642344867272669, 0.803186412948211, 0.5165823496346262, 0.5960715913473338, 0.7010110104477332, 0.0, 0.5492640899844442, 0.6855871187328184, 0.8605749242739206, 0.9420817178645988, 0.4471592506453344, 0.641272917554944, 0.7098544698544699, 0.8593397801807064, 0.8942841575424213, 0.4508213141025641, 0.5065681534198946, nan, 0.963317283324886, 0.0, nan, 0.9376148683531234, 0.0, nan, 0.0, 0.0, nan, 0.9727979274611399, 0.0, 0.0, nan, nan, 0.34386587135257135, nan, 0.0, 0.9406538037985186, nan, nan, 0.5240587109125718, 0.26220570012391575, 0.0, nan, nan, 0.14305208096429384, nan, nan, 0.8603607567091949, nan, nan, nan, nan, nan, nan, 0.46669477234401346, nan, 0.0, nan, nan, nan, 0.43261437010578374, nan, nan, nan, nan, 0.0, 0.0, nan, 0.45827244058149375, nan, nan, nan, nan, nan, 0.3464270635423264, nan, 0.0, nan, nan, 0.7663512092534175, nan, nan, nan, 0.8006423646205332, 0.0, nan, nan, nan, nan, nan, 0.0621719822365765, nan, 0.0, nan, 0.845908884122961, 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, 0.7155913978494624, nan, 0.4246755380318712, nan, 0.0, 0.0, 0.0, nan, nan, 0.016881827209533268, 0.3495271867612293, nan, 0.0, 0.0, nan, nan, nan, 0.6247674178209635, nan, 0.03138075313807531, nan, nan, 0.37915532946882763, nan, nan]                                                   | [0.7418440590246758, 0.9577598308647572, 0.9827172980936256, 0.8330498732588963, 0.8355762172742843, 0.8886006231711049, 0.9378149116652847, 0.9267657840585438, 0.8553544045957018, nan, 0.7399490601927975, 0.7790901788105085, 0.93525145028683, 0.9809937888198758, 0.7167701099981565, 0.722693994513463, 0.9450841452612931, 0.9268022105198283, 0.9299956829097189, 0.5960207898831397, 0.545267417517514, nan, 0.9830924902207998, nan, nan, 0.9748577563070316, nan, nan, 0.0, 0.0, nan, 0.9857847093255029, 0.0, nan, nan, nan, 0.6115252293577982, nan, nan, 0.9762188057738673, nan, nan, 0.670476812540823, 0.2779091147885474, nan, nan, nan, 0.14305208096429384, nan, nan, 0.9086093946011243, nan, nan, nan, nan, nan, nan, 0.5732780942516831, nan, nan, nan, nan, nan, 0.43261437010578374, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5578129388634023, nan, nan, nan, nan, nan, 0.8671316662043091, nan, nan, nan, nan, 0.9667064597426714, nan, nan, nan, 0.9524916499665999, nan, nan, nan, nan, nan, nan, 0.0621719822365765, nan, 0.0, nan, 0.8506077636910208, 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, 0.4938861291555216, nan, 0.0, nan, 0.0, nan, nan, 0.01847826086956522, 0.3743037974683544, nan, 0.0, nan, nan, nan, nan, 0.9710796915167095, nan, 0.03138075313807531, nan, nan, 0.5645587458164524, nan, nan]                                                       |
| 0.3488        | 42.0  | 1428 | 0.4356          | 0.3791   | 0.5698        | 0.8410           | [0.6430394863704093, 0.9057000304814464, 0.9756934982832852, 0.7387444011669063, 0.7708197787898503, 0.8015891120691322, 0.5200862304954832, 0.6157185559898827, 0.7083925495769372, 0.0, 0.5342958675100016, 0.6790433821206697, 0.8585350079738956, 0.9416661699548986, 0.4520408031339289, 0.6391104460112004, 0.710382968106782, 0.8540188113223104, 0.8942564848233064, 0.45812564773232, 0.5313313793216166, nan, 0.9637151624434532, 0.0, nan, 0.9432533509164152, 0.0, nan, 0.0, 0.0, nan, 0.9725961123937806, 0.0, nan, nan, nan, 0.3444572939038493, nan, 0.0, 0.9381922275677053, nan, nan, 0.5227073811144608, 0.31934976402726795, 0.0, nan, 0.0, 0.14509893108937913, nan, nan, 0.8481824048182405, nan, nan, nan, nan, nan, nan, 0.4670353041259039, nan, 0.0, nan, nan, nan, 0.41654073361725513, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4585200061795149, nan, nan, nan, nan, nan, 0.3386915678932688, nan, 0.0, nan, nan, 0.7712306872669152, nan, nan, nan, 0.800407605652729, 0.0, nan, nan, nan, nan, nan, 0.061566410981025436, nan, 0.0, nan, 0.8730674288683903, 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, 0.7040255364426317, nan, 0.42437423061140744, nan, 0.0006508721687060661, 0.0, 0.0, nan, nan, 0.017130620985010708, 0.3303792981212336, nan, 0.0, 0.0, nan, nan, nan, 0.5921438342778972, nan, 0.05564853556485356, nan, nan, 0.3772484200291687, nan, nan]                                  | [0.7232247928283171, 0.958138057611692, 0.9841355350821258, 0.8439253115945445, 0.828235869831172, 0.8934661845638018, 0.9693858026659864, 0.9122797454381925, 0.8613050145332204, nan, 0.7707386272044363, 0.7674719585849871, 0.9425452433012482, 0.9812629399585922, 0.7161965628136586, 0.7238472156698292, 0.945748449955713, 0.9221045134870471, 0.9292671739247746, 0.6146257489985765, 0.5703191700875992, nan, 0.9848381986874859, nan, nan, 0.9828770799785292, nan, nan, 0.0, 0.0, nan, 0.9871216467179402, 0.0, nan, nan, nan, 0.5977637614678899, nan, nan, 0.9800388264395529, nan, nan, 0.6582707380796865, 0.3199369582348306, nan, nan, nan, 0.14509893108937913, nan, nan, 0.9160433025135901, nan, nan, nan, nan, nan, nan, 0.5686172967374418, nan, nan, nan, nan, nan, 0.41654073361725513, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5557532066285928, nan, nan, nan, nan, nan, 0.8806589254811821, nan, nan, nan, nan, 0.9600742804085423, nan, nan, nan, 0.9549498997995992, nan, nan, nan, nan, nan, nan, 0.061566410981025436, nan, 0.0, nan, 0.8783165599268069, 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, 0.7592273857334099, nan, 0.49398165838746655, nan, 0.0006592827004219409, nan, 0.0, nan, nan, 0.017391304347826087, 0.3539240506329114, nan, 0.0, nan, nan, nan, nan, 0.9736503856041131, nan, 0.05564853556485356, nan, nan, 0.5467676589748106, nan, nan]                               |
| 0.4009        | 43.0  | 1462 | 0.4337          | 0.3848   | 0.5699        | 0.8423           | [0.6560146665401557, 0.9053595306757009, 0.9764455674113391, 0.7345822804171938, 0.7599919300033979, 0.8058954845648801, 0.512341921958477, 0.5889672049218467, 0.7115341187097746, 0.0, 0.5565020694965829, 0.6719112007015983, 0.860596525438752, 0.9415021331481298, 0.4503845263509864, 0.638432804077308, 0.7128857381150959, 0.8639533778861685, 0.8953594880858695, 0.44755489021956085, 0.4815785164565253, nan, 0.9636744009128947, 0.0, nan, 0.9350275490620937, 0.0, nan, 0.0, 0.0, nan, 0.971812795867221, 0.0, 0.0, nan, nan, 0.3371409921671018, nan, 0.0, 0.9379286539702549, nan, nan, 0.5071838154758069, 0.28002826189354685, nan, nan, nan, 0.15419604275642484, nan, nan, 0.8627545858443673, nan, nan, nan, nan, nan, nan, 0.46814752724224645, nan, 0.0, nan, nan, nan, 0.42107432339607087, nan, nan, nan, nan, 0.0, 0.0, nan, 0.47078045444182687, nan, nan, nan, nan, nan, 0.34758781346616285, nan, 0.0, nan, nan, 0.7755541209382397, nan, nan, nan, 0.7981633016098906, 0.0, nan, nan, nan, nan, nan, 0.07186112232539363, nan, 0.0, nan, 0.8400493955544001, 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, 0.7288468404141378, nan, 0.43042520199134904, nan, 0.0, 0.0, 0.0, nan, nan, 0.01825168107588857, 0.3876537369914853, nan, 0.0, 0.0, nan, nan, nan, 0.607815631262525, nan, 0.0497907949790795, nan, nan, 0.3990300920169112, nan, nan]                                                    | [0.7412106835895382, 0.953752082065506, 0.9842857875796155, 0.8359473308214782, 0.8339217262632971, 0.8976896125220329, 0.9663881625103642, 0.9314672735449231, 0.8653445632023437, nan, 0.7455911274462391, 0.7636190532861266, 0.9400521215739747, 0.9823395445134575, 0.717364141010672, 0.7212000489245339, 0.9463573959255979, 0.9339788672113073, 0.9362959365387729, 0.5938358658589069, 0.5159468088838988, nan, 0.9828338667442537, nan, nan, 0.9728502415458937, nan, nan, 0.0, 0.0, nan, 0.9840588446916293, 0.0, nan, nan, nan, 0.5923165137614679, nan, nan, 0.9784419325547171, nan, nan, 0.6427171783148269, 0.3123194116101918, nan, nan, nan, 0.15419604275642484, nan, nan, 0.9112577242949403, nan, nan, nan, nan, nan, nan, 0.5784567581563956, nan, nan, nan, nan, nan, 0.42107432339607087, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5800018724838498, nan, nan, nan, nan, nan, 0.8554538369066963, nan, nan, nan, nan, 0.9560949728080648, nan, nan, nan, 0.9591182364729459, nan, nan, nan, nan, nan, nan, 0.07186112232539363, nan, 0.0, nan, 0.8446608286498497, 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, 0.503821169277799, nan, 0.0, nan, 0.0, nan, nan, 0.020652173913043477, 0.4149367088607595, nan, 0.0, nan, nan, nan, nan, 0.9746143958868895, nan, 0.0497907949790795, nan, nan, 0.5652633433151313, nan, nan]                                                     |
| 0.508         | 44.0  | 1496 | 0.4355          | 0.3812   | 0.5695        | 0.8407           | [0.648469008501776, 0.9045975240386274, 0.9737308715962091, 0.7323261730864167, 0.7539777392099603, 0.7996750394539419, 0.49936628643852976, 0.6149690928328786, 0.7004161820820638, 0.0, 0.55764149130393, 0.6536630417815703, 0.8617985477564699, 0.9418113282412459, 0.4513157726406284, 0.6381435655034988, 0.7259602990461459, 0.8627429791886497, 0.8944258726580113, 0.44763456713483873, 0.5234929174168637, nan, 0.9616265021936796, 0.0, nan, 0.9263801782472355, 0.0, nan, 0.0, 0.0, nan, 0.9730472070030204, 0.0, 0.0, nan, nan, 0.3454866688082236, nan, 0.0, 0.9411160458019879, nan, nan, 0.5134199974130126, 0.3223374175306315, nan, nan, nan, 0.16397543779849896, nan, nan, 0.8615613123061465, nan, nan, nan, nan, nan, nan, 0.4655322862129145, nan, 0.0, nan, nan, nan, 0.41090809177084764, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4705074399084319, nan, nan, nan, nan, nan, 0.33948229249129935, nan, 0.0, nan, nan, 0.7792320173066523, nan, nan, nan, 0.7982293366719578, 0.0, nan, nan, nan, nan, nan, 0.07223567393058919, nan, 0.0, nan, 0.8492625560392437, 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, 0.7002887044388307, nan, 0.42776412776412776, nan, 0.0005116398055768739, 0.0, 0.0, nan, nan, 0.016042780748663103, 0.39616159222840897, 0.0, 0.0, 0.0, nan, nan, nan, 0.6721973094170404, nan, 0.06820083682008368, nan, nan, 0.4066035253880558, nan, nan]                               | [0.7374387726810634, 0.9536599499092013, 0.9800933764301473, 0.839203797518848, 0.8453050904726951, 0.8866009593214934, 0.980036992155112, 0.9029312764884643, 0.8339093218593367, nan, 0.7484121610729599, 0.7475380083901104, 0.93365391597615, 0.9828571428571429, 0.7226284848112415, 0.7218378151701001, 0.9353410097431355, 0.9294386731402666, 0.9312773190869355, 0.572913563081405, 0.564483117551431, nan, 0.9778230368861733, nan, nan, 0.9641116478797638, nan, nan, 0.0, 0.0, nan, 0.9851527025581689, 0.0, nan, nan, nan, 0.6166857798165137, nan, nan, 0.975357735541848, nan, nan, 0.6481466361854997, 0.35933806146572106, nan, nan, nan, 0.16397543779849896, nan, nan, 0.9163220740603075, nan, nan, nan, nan, nan, nan, 0.5525634386328327, nan, nan, nan, nan, nan, 0.41090809177084764, nan, nan, nan, nan, 0.0, 0.0, nan, 0.577286770901601, nan, nan, nan, nan, nan, 0.9007252407561527, nan, nan, nan, nan, 0.9555643984613343, nan, nan, nan, 0.9540146960587842, nan, nan, nan, nan, nan, nan, 0.072264836495761, nan, 0.0, nan, 0.8542020650895308, 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, 0.7422069229298145, nan, 0.49894917844860526, nan, 0.0005274261603375527, nan, 0.0, nan, nan, 0.016304347826086956, 0.4232911392405063, nan, 0.0, nan, nan, nan, nan, 0.9633676092544987, nan, 0.06820083682008368, nan, nan, 0.5444777171041043, nan, nan]                                      |
| 0.5719        | 45.0  | 1530 | 0.4395          | 0.3799   | 0.5700        | 0.8400           | [0.6414370240841469, 0.9043700099428001, 0.973426644722469, 0.7405897094574748, 0.7536704900938478, 0.804312945006287, 0.4960754546335476, 0.6365588277963151, 0.7037455494896748, 0.0, 0.5426602715665744, 0.6548818464920315, 0.8550905043641263, 0.9410902464147056, 0.43856059399389835, 0.6356925312678756, 0.7196804037005887, 0.8703939734053684, 0.8937119149487878, 0.4478634608197334, 0.5344280466865179, nan, 0.9615934432478795, 0.0, nan, 0.927006244516695, 0.0, nan, 0.0, 0.0, nan, 0.9740371925614877, 0.0, nan, nan, nan, 0.3424408014571949, nan, 0.0, 0.9408860300779127, nan, nan, 0.5203239021892203, 0.2780983152550196, 0.0, nan, nan, 0.14669092563111213, nan, nan, 0.8619544799266087, nan, nan, nan, nan, nan, nan, 0.4619068350021768, nan, 0.0, nan, nan, nan, 0.41873883775243853, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4487229862475442, nan, nan, nan, nan, nan, 0.33335628464213174, nan, 0.0, nan, nan, 0.7682217285517825, nan, nan, nan, 0.8001753439438899, 0.0, nan, nan, nan, nan, nan, 0.13951612903225807, nan, 0.0, nan, 0.8724522913150721, 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, 0.6800654783557657, nan, 0.4300229432972796, nan, 0.0, 0.0, 0.0, nan, nan, 0.013001083423618635, 0.40168107020243876, 0.0, 0.0, 0.0, nan, nan, nan, 0.6416382252559727, nan, 0.024686192468619247, nan, nan, 0.39916296102537274, nan, nan]                                                 | [0.7150857952620067, 0.9548891868367394, 0.979712248143832, 0.8594642423275396, 0.8421242732473464, 0.8986894444468386, 0.9795267555328784, 0.8969215464493534, 0.8482136726706795, nan, 0.7769610213753748, 0.7445479158608789, 0.9422063723868614, 0.9836438923395445, 0.733198140068416, 0.7184655169401198, 0.9474092116917626, 0.9399639797574454, 0.929955210188333, 0.5950607475088555, 0.5751494099622235, nan, 0.9785665793812434, nan, nan, 0.9641760601180891, nan, nan, 0.0, 0.0, nan, 0.986732719476504, 0.0, nan, nan, nan, 0.5928899082568807, nan, nan, 0.9755612612330525, nan, nan, 0.6636593729588505, 0.31652219595482006, nan, nan, nan, 0.14669092563111213, nan, nan, 0.9167402313803837, nan, nan, nan, nan, nan, nan, 0.5494562402900052, nan, nan, nan, nan, nan, 0.41873883775243853, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5345941391255501, nan, nan, nan, nan, nan, 0.8954015244587115, nan, nan, nan, nan, 0.9632577264889243, nan, nan, nan, 0.9511022044088177, nan, nan, nan, nan, nan, nan, 0.13968510294711345, nan, 0.0, nan, 0.8783819108613253, 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, 0.7150506789061006, nan, 0.5013374092472297, nan, 0.0, nan, 0.0, nan, nan, 0.013043478260869565, 0.42949367088607593, nan, 0.0, nan, nan, nan, nan, 0.9665809768637532, nan, 0.024686192468619247, nan, nan, 0.5376078914919852, nan, nan]                                                 |
| 0.5135        | 46.0  | 1564 | 0.4395          | 0.3743   | 0.5705        | 0.8402           | [0.6420677357932264, 0.9066535356975214, 0.9757722790643538, 0.7364802831174689, 0.7556677422712605, 0.8044408285290534, 0.5061810669421212, 0.6173092849912579, 0.7135310620490349, 0.0, 0.5187822141371055, 0.662158829865933, 0.8563279413595389, 0.9415793234873749, 0.4588028546898476, 0.6401749010792751, 0.7190131858783496, 0.8659171258400484, 0.8942357580159801, 0.4444416916482917, 0.5483737356121381, nan, 0.9614272551075526, 0.0, nan, 0.9248294637034583, 0.0, nan, 0.0, 0.0, nan, 0.9723422686135719, 0.0, 0.0, nan, nan, 0.35584499115613444, nan, 0.0, 0.9412403638722525, nan, nan, 0.5245030568803816, 0.3055364116701126, 0.0, nan, nan, 0.18626336138276098, nan, nan, 0.8559996462994075, nan, nan, nan, nan, nan, nan, 0.4585708022797019, nan, 0.0, nan, nan, nan, 0.439208682511334, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4373285255154033, nan, nan, nan, nan, nan, 0.3324376809722712, nan, 0.0, nan, nan, 0.7821150519031141, nan, nan, nan, 0.801143268668137, 0.0, nan, nan, nan, nan, nan, 0.09453739165490828, nan, 0.0, nan, 0.8784810126582279, 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, 0.6686583378598587, nan, 0.42724585317786173, nan, 0.0, 0.0, 0.0, nan, nan, 0.015135135135135135, 0.3627450980392157, 0.0, 0.0, 0.0, nan, nan, nan, 0.6044791041791642, nan, 0.022594142259414227, nan, nan, 0.3881668523332096, nan, nan]                                                    | [0.7192606512430301, 0.9553328759052591, 0.9831350733305482, 0.8406978557363495, 0.8458527036946415, 0.8905916677799852, 0.9688755660437528, 0.9141739687385018, 0.8702309294394983, nan, 0.7999000548086533, 0.758977715628812, 0.943521514268886, 0.9820496894409938, 0.7005674020360925, 0.7265293285107721, 0.9357838795394154, 0.930883591615364, 0.930090119259619, 0.593868970768365, 0.588400407003263, nan, 0.9782109721009925, nan, nan, 0.9591519055287171, nan, nan, 0.0, 0.0, nan, 0.9877196223516486, 0.0, nan, nan, nan, 0.6344610091743119, nan, nan, 0.9767980712026803, nan, nan, 0.6689255388634879, 0.3493564486472288, nan, nan, nan, 0.18626336138276098, nan, nan, 0.8995493193328068, nan, nan, nan, nan, nan, nan, 0.5416882444329363, nan, nan, nan, nan, nan, 0.439208682511334, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5223293699091845, nan, nan, nan, nan, nan, 0.8842124730841887, nan, nan, nan, nan, 0.9594110624751293, nan, nan, nan, 0.9511823647294589, nan, nan, nan, nan, nan, nan, 0.09467097295115058, 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, 0.7062535857716581, nan, 0.4970385938097058, nan, 0.0, nan, 0.0, nan, nan, 0.015217391304347827, 0.3887341772151899, nan, 0.0, nan, nan, nan, nan, 0.971401028277635, nan, 0.022594142259414227, nan, nan, 0.5524044389642416, nan, nan]                                                        |
| 0.4754        | 47.0  | 1598 | 0.4424          | 0.3861   | 0.5717        | 0.8392           | [0.635800731775964, 0.9059691183658296, 0.9745545592174217, 0.7378417284436017, 0.7612581170548046, 0.8026475527784566, 0.5057853483085066, 0.6390832521859596, 0.7045740063956144, 0.0, 0.5404117939224274, 0.6736021829821845, 0.8624582746087086, 0.9417129262490087, 0.44633872615159575, 0.6386271087841768, 0.7192878839014513, 0.8640161793421753, 0.8943704717748705, 0.452955622255848, 0.525642843895574, nan, 0.9625987374298132, 0.0, nan, 0.9345442154392631, 0.0, nan, 0.0, 0.0, nan, 0.9733701170565359, 0.0, nan, nan, nan, 0.34633666612030817, nan, 0.0, 0.9415209988649262, nan, nan, 0.546814717229698, 0.2978826965198345, 0.0, nan, nan, 0.15214919263133955, nan, nan, 0.859492952829777, nan, nan, nan, nan, nan, nan, 0.4690677966101695, nan, 0.0, nan, nan, nan, 0.42945459541145764, nan, nan, nan, nan, 0.0, 0.0, nan, 0.4575310559006211, nan, nan, nan, nan, nan, 0.33117652800825537, nan, 0.0, nan, nan, 0.7806932296728215, nan, nan, nan, 0.801031554764747, 0.0, nan, nan, nan, nan, nan, 0.07706273956021788, nan, 0.0, nan, 0.8530959651744526, 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, 0.7205169628432956, nan, 0.426376858963883, nan, 0.0, 0.0, 0.0, nan, nan, 0.016789087093389297, 0.37205725777830356, nan, 0.0, 0.0, nan, nan, nan, 0.5942598781206998, nan, 0.07280334728033473, nan, nan, 0.3854625550660793, nan, nan]                                                      | [0.7153975539878623, 0.9572409813529364, 0.9813760197014006, 0.8438600372064012, 0.8386638237384506, 0.8918371480656269, 0.9506983863766821, 0.8675406440359221, 0.8471723159316138, nan, 0.771738079117903, 0.7638273184374164, 0.9380915112835946, 0.9834368530020704, 0.7250455765173396, 0.7193216962834827, 0.9438662533215235, 0.9332598319511878, 0.9342723004694836, 0.6044956467044063, 0.5635123913780803, nan, 0.9809588465392947, nan, nan, 0.971604938271605, nan, nan, 0.0, 0.0, nan, 0.9880113177827258, 0.0, nan, nan, nan, 0.6057912844036697, nan, nan, 0.9739643673482168, nan, nan, 0.7116672109732202, 0.3215130023640662, nan, nan, nan, 0.15214919263133955, nan, nan, 0.9151605259489848, nan, nan, nan, nan, nan, nan, 0.5732780942516831, nan, nan, nan, nan, nan, 0.42945459541145764, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5517273663514652, nan, nan, nan, nan, nan, 0.9411881266595331, nan, nan, nan, nan, 0.9590131317150816, nan, nan, nan, 0.9503006012024048, nan, nan, nan, nan, nan, nan, 0.07710940654016955, nan, 0.0, nan, 0.8580577702261142, 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, 0.7676419965576592, nan, 0.4984715322888804, nan, 0.0, nan, 0.0, nan, nan, 0.017391304347826087, 0.3981012658227848, nan, 0.0, nan, nan, nan, nan, 0.971401028277635, nan, 0.07280334728033473, nan, nan, 0.5548705302096177, nan, nan]                                                   |
| 0.3732        | 48.0  | 1632 | 0.4324          | 0.3705   | 0.5732        | 0.8420           | [0.6522859304068301, 0.906379682399159, 0.97747071629239, 0.7375585034645583, 0.7646863342052228, 0.8031975093572922, 0.5037176563894121, 0.5817909968660512, 0.7074276155185326, 0.0, 0.5285925793990939, 0.6627830867914648, 0.8622244451577745, 0.9421804526217489, 0.45635228885972196, 0.6414667479982396, 0.7028606456885983, 0.8522384082430272, 0.8979623480159704, 0.4521165338645418, 0.5075188781014024, nan, 0.9622389625250309, 0.0, nan, 0.9386656213896682, 0.0, nan, 0.0, 0.0, nan, 0.9719177522669062, 0.0, nan, nan, nan, 0.351994851994852, nan, 0.0, 0.9381446390021588, nan, nan, 0.5363382899628253, 0.2963134709019244, 0.0, nan, 0.0, 0.16283829884011827, nan, nan, 0.8550414666084679, nan, nan, nan, nan, nan, nan, 0.47127393838467946, nan, 0.0, nan, nan, nan, 0.42890506937766176, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.46982824137406903, nan, nan, nan, nan, nan, 0.34779278349395365, nan, 0.0, nan, nan, 0.7848697175388658, nan, nan, nan, 0.7974646947625931, 0.0, nan, nan, nan, nan, nan, 0.08215583366976181, nan, 0.0, nan, 0.8502437439064023, 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, 0.7120948065528059, nan, 0.4296574838551459, nan, 0.0005219206680584551, 0.0, 0.0, nan, nan, 0.01810436634717785, 0.44147000117412233, 0.0, 0.0, 0.0, nan, nan, nan, 0.5951679434295816, nan, 0.045188284518828455, nan, nan, 0.41456323509977533, nan, nan]                               | [0.7406339915591017, 0.9531895910059619, 0.985634395361962, 0.8349210723856701, 0.8311254034278257, 0.8961381491904378, 0.972192104088271, 0.9385672040446437, 0.8323644519717117, nan, 0.7654512041783538, 0.7531760435571688, 0.9319030829184854, 0.98175983436853, 0.6979659558778345, 0.7258041970260872, 0.9521147032772365, 0.9198378404289559, 0.9375640818088609, 0.6010858410302248, 0.5502380033449119, nan, 0.9786635631849481, nan, nan, 0.9768974771873322, nan, nan, 0.0, 0.0, nan, 0.9833004365708286, 0.0, nan, nan, nan, 0.6272935779816514, nan, nan, 0.9797100541691455, nan, nan, 0.706768451992162, 0.33569739952718675, nan, nan, nan, 0.16283829884011827, nan, nan, 0.9101426381080704, nan, nan, nan, nan, nan, nan, 0.5862247540134645, nan, nan, nan, nan, nan, 0.42890506937766176, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5787847579814624, nan, nan, nan, nan, nan, 0.8457311193014438, nan, nan, nan, nan, 0.950921872927444, nan, nan, nan, 0.95812959251837, nan, nan, nan, nan, nan, nan, 0.08215583366976181, nan, 0.0, nan, 0.8548555744347144, 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, 0.7814113597246127, nan, 0.5021016431027895, nan, 0.0005274261603375527, nan, 0.0, nan, nan, 0.01847826086956522, 0.4759493670886076, nan, 0.0, nan, nan, nan, nan, 0.9736503856041131, nan, 0.045188284518828455, nan, nan, 0.5525805883389114, nan, nan]                                     |
| 0.4609        | 49.0  | 1666 | 0.4434          | 0.3791   | 0.5715        | 0.8385           | [0.6357552863322999, 0.9060669008495456, 0.9762225001090544, 0.7366142738483163, 0.7605642712550608, 0.803235443805143, 0.5075830805639812, 0.6249329039184112, 0.7119418181818182, nan, 0.5075042549899428, 0.664340771849282, 0.8607069691213171, 0.9428531618861841, 0.45614852275751927, 0.6396386699980781, 0.7216139322355375, 0.8595621958811348, 0.8960687897433257, 0.4543855240010053, 0.5258929152299785, nan, 0.9625035688227643, 0.0, nan, 0.9326485784116574, 0.0, nan, 0.0, 0.0, nan, 0.9725947746024729, 0.0, 0.0, nan, nan, 0.3520026050146532, nan, 0.0, 0.9379856589961297, nan, nan, 0.5427974947807933, 0.3154963680387409, 0.0, nan, nan, 0.16306572663179442, nan, nan, 0.825908070817056, nan, nan, nan, nan, nan, nan, 0.46275010642826736, nan, 0.0, nan, nan, nan, 0.41763978568484683, nan, nan, nan, nan, 0.0, 0.0, nan, 0.45021210952564594, nan, nan, nan, nan, nan, 0.33362747792710035, nan, 0.0, nan, nan, 0.7672069038097242, nan, nan, nan, 0.7980623269934816, 0.0, nan, nan, nan, nan, nan, 0.05954784012918853, nan, 0.0, nan, 0.8970569168935564, 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, 0.7075353499194559, nan, 0.42392015706806285, nan, 0.0, 0.0, 0.0, nan, nan, 0.010857763300760043, 0.3621160004744396, 0.0, 0.0, 0.0, nan, nan, nan, 0.5835416266102672, nan, 0.06276150627615062, nan, nan, 0.38576966362385895, nan, nan]                                                | [0.7169304704106466, 0.9549498000974661, 0.9841575232524902, 0.8361467803408048, 0.8405047362718026, 0.8910226298165395, 0.971235410421583, 0.8884861203853859, 0.8401689057743803, nan, 0.7931134539123706, 0.7577430008033085, 0.9321935437022454, 0.980703933747412, 0.7020832053094083, 0.7268875259911587, 0.9267050487156776, 0.926624163693513, 0.9391290270357778, 0.5985367630019532, 0.5672432546226448, nan, 0.9808618627355898, nan, nan, 0.9708856682769726, nan, nan, 0.0, 0.0, nan, 0.9839664744717882, 0.0, nan, nan, nan, 0.6198394495412844, nan, nan, 0.9789272630491279, nan, nan, 0.7111365120836055, 0.3422642500656685, nan, nan, nan, 0.16306572663179442, nan, nan, 0.9233378246526971, nan, nan, nan, nan, nan, nan, 0.5629207664422579, nan, nan, nan, nan, nan, 0.41763978568484683, nan, nan, nan, nan, 0.0, 0.0, nan, 0.5464844115719502, nan, nan, nan, nan, nan, 0.9139882957502741, nan, nan, nan, nan, 0.9669717469160366, nan, nan, nan, 0.9552438209752839, nan, nan, nan, nan, nan, nan, 0.05954784012918853, nan, 0.0, nan, 0.9043262318651156, 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, 0.755976286096768, nan, 0.4950324799388613, nan, 0.0, nan, 0.0, nan, nan, 0.010869565217391304, 0.3864556962025317, nan, 0.0, nan, nan, nan, nan, 0.9752570694087404, nan, 0.06276150627615062, nan, nan, 0.543420820856086, nan, nan]                                                     |
| 0.5577        | 50.0  | 1700 | 0.4393          | 0.3682   | 0.5707        | 0.8396           | [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]                                                  | [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]                                                      |


### Framework versions

- Transformers 4.35.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
