Downloads · 30 days
2
1% of all-time downloads
segformer-b0-scene-parse-150
correll/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from correll. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
All-time downloads
323
Public
Parameters
3.8M
1.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors15 MB · 97%
At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- Nov 21, 2023
- Updated
- Nov 22, 2023
- SHA
- e0754953
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
segformer-b0-scene-parse-150
This model is a fine-tuned version of nvidia/mit-b0 on the scene_parse_150 dataset. It achieves the following results on the evaluation set:
- Loss: 2.3867
- Mean Iou: 0.0854
- Mean Accuracy: 0.1569
- Overall Accuracy: 0.5029
- Per Category Iou: [0.2771319317345961, 0.5947571607182376, 0.939295828662458, 0.5107730625538844, 0.022752808988764046, 0.39377705160129767, 0.03627070632428105, 0.5970283178156206, 0.009085428262972674, 0.0, 0.19687228940252055, 0.3002657911194497, 0.0, 0.0, 0.0, 0.1685958623072604, nan, 0.0, 0.0, 0.038824310860179345, 0.0, nan, 0.0, 0.012886162290077854, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
- Per Category Accuracy: [0.8898568588469185, 0.6259764769587272, 0.9577347224989943, 0.9247819843070327, 0.06789606035205364, 0.7643305303763789, 1.0, 0.5975183468520664, 0.009635974304068522, 0.0, 0.34045087572241584, 0.3327269577269577, nan, 0.0, 0.0, 0.5489382646603853, nan, 0.0, 0.0, 0.1400167684752665, 0.0, nan, 0.0, 0.019002375296912115, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0]
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 6e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Mean Iou | Mean Accuracy | Overall Accuracy | Per Category Iou | Per Category Accuracy |
|---|---|---|---|---|---|---|---|---|
| 4.703 | 1.0 | 20 | 4.8562 | 0.0103 | 0.0632 | 0.2675 | [0.21165428777704154, 0.32179166978239737, 0.5031269364905134, 0.0006521120800294145, 0.0, 0.05342669416334948, 0.016990612864757983, 0.027912294312196318, 0.02371828937431824, 0.0, 0.0, 0.00024627233242287196, 0.0, 0.0, 0.0, 0.0010805657079294454, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005723263382336438, 0.0016670060063117174, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.040193309056257016, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01132487378905717, 0.0, 0.0, 0.0013201102292041385, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0056419113413932066, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0005311262088653816, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0] | [0.5105606361829026, 0.4283478925616544, 0.89445524377451, 0.0006521392247868407, 0.0, 0.06794184690213538, 0.6289379362384456, 0.03300502124372345, 0.025220080894599095, 0.0, 0.0, 0.0009528759528759529, nan, 0.0, 0.0, 0.002390662354099283, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.010216346153846154, 0.0019207647869563943, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.07199463545476713, 0.0, nan, nan, 0.0, nan, 0.04764638346727899, nan, 0.0, 0.0013201102292041385, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.006364738482854174, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.17647058823529413, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 4.5481 | 2.0 | 40 | 4.5134 | 0.0218 | 0.0587 | 0.3869 | [0.31807012011985564, 0.4034885725313557, 0.7290694120485804, 0.0563904892734368, 0.0, 0.1394507050374461, 7.56807483312395e-05, 0.018919704980871484, 0.0, 0.0, 0.00014696372935159603, 0.005305999397045523, 0.0, 0.0, 0.0, 0.007459121807826566, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0004156707887353216, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, 0.0] | [0.7179443339960239, 0.8574184377961284, 0.8520470892567763, 0.057242561103364065, 0.0, 0.16594369182212532, 0.003772873042822109, 0.024497875627655465, 0.0, 0.0, 0.0001470566609314569, 0.007623007623007623, nan, 0.0, 0.0, 0.014273660525945718, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.00046919445177560774, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 4.209 | 3.0 | 60 | 4.0911 | 0.0323 | 0.0737 | 0.3651 | [0.2131257612947356, 0.430094454707051, 0.8035509290787042, 0.1717034475186649, 0.0, 0.09090225769419996, 0.008882520581643424, 0.015518334763308092, 4.379881743192934e-05, 0.0, 0.0, 0.0, 0.0, 0.0018995929443690637, 0.0, 0.07508926317308039, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000701303255215943, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8758926441351889, 0.614147269846073, 0.9316747066321255, 0.17359391151719497, 0.0, 0.10141723399226964, 0.5285795132993775, 0.016067979915025107, 4.461099214846538e-05, 0.0, 0.0, 0.0, nan, 0.001924303402168415, 0.0, 0.14639291238925609, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0007078445396429809, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 4.1436 | 4.0 | 80 | 3.7854 | 0.0422 | 0.0857 | 0.4296 | [0.3251539435304937, 0.4991531629689501, 0.8484109381360809, 0.20315060022058026, 0.0, 0.1797945205479452, 0.0068934562976889135, 0.004992170075452, 0.0051620559222724915, 0.0, 0.0, 0.0, 0.0, 0.0029679397279932162, 0.0, 0.11349021435228332, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002313329054343175, 0.0027497773820124665, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9334671968190855, 0.8372418955398594, 0.9089723006583622, 0.221075197202739, 0.0, 0.2201324987992773, 0.46066779852857953, 0.005079181151023561, 0.005174875089221985, 0.0, 0.0, 0.0, nan, 0.0030019133073827275, 0.0, 0.3424975390240472, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0025365825049118796, 0.0028461249198144857, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 4.0442 | 5.0 | 100 | 3.5572 | 0.0430 | 0.0916 | 0.4161 | [0.2693000892903345, 0.5072622910556279, 0.8415237725538792, 0.20845653459491426, 0.0, 0.19705011738287231, 0.012493718654856096, 0.003271727066544419, 0.018662656996285158, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13326740870205134, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9725566600397614, 0.7771004706200878, 0.8476968600895614, 0.23477012092326263, 0.0, 0.23547887871556974, 0.7176004527447651, 0.0032734646581691774, 0.018825838686652392, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.40746730417662774, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.2827 | 6.0 | 120 | 3.5066 | 0.0511 | 0.1105 | 0.4184 | [0.25310375608698304, 0.5468134672897857, 0.9003626984184326, 0.2962989524829784, 0.0, 0.2664608228406448, 0.01782702798659047, 0.0028186144386420455, 0.02881383063870658, 0.0, 0.0, 0.0, 0.0, 0.00013167279310912384, 0.0, 0.1409057898233849, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9560357852882704, 0.6158732749902451, 0.9370965134247997, 0.45860650335435443, 0.0, 0.45593157024037323, 0.9850971514808526, 0.0028196214754731557, 0.029443254817987152, 0.0, 0.0, 0.0, nan, 0.00013195223329154845, 0.0, 0.6411897060891576, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.7479 | 7.0 | 140 | 3.3188 | 0.0484 | 0.1003 | 0.4011 | [0.23213847111027858, 0.4855567520999354, 0.9064736552349493, 0.25671644227512214, 0.0, 0.23904203082639772, 0.018825270752282894, 0.00964645733854242, 0.017430647196160037, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.15697658862876254, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9657892644135189, 0.5610113952173532, 0.9471956625545659, 0.43640601910629173, 0.0, 0.38449809790273765, 0.8781362007168458, 0.009656237929702587, 0.017874137520818463, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.41252988327942625, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.887 | 8.0 | 160 | 3.1720 | 0.0519 | 0.1075 | 0.4291 | [0.25388287332102916, 0.5856865966119962, 0.9349290194783757, 0.2893388429752066, 0.0, 0.22470749738668278, 0.01826711846885006, 0.011964078794901507, 0.01260937069228202, 0.0, 0.0, 0.0, 0.0, 0.00041784873875657015, 0.0, 0.1470349967595593, nan, 0.0, 0.0, 0.010779734099892203, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9653757455268389, 0.6707431178779891, 0.9582949508014272, 0.437196911357629, 0.0, 0.40806275777420314, 0.9600075457460856, 0.011964078794901507, 0.012922317392338806, 0.0, 0.0, 0.0, nan, 0.00041784873875657015, 0.0, 0.5104767261988469, nan, 0.0, 0.0, 0.010779734099892203, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.9038 | 9.0 | 180 | 3.2529 | 0.0533 | 0.1122 | 0.4244 | [0.2363892001917822, 0.4937267225536206, 0.9299845591399405, 0.3476255921194913, 0.0010737678513905295, 0.3153472097860675, 0.027933520224269124, 0.018230977211278487, 0.030419698145247472, 0.0, 1.4705666093145688e-05, 0.0, nan, 0.0, 0.0, 0.10361342374045146, nan, 0.0, 0.0, 0.001197748233321356, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9586282306163022, 0.5439165784088104, 0.9669653297639146, 0.6913924559979464, 0.002794076557697681, 0.5235608480533045, 1.0, 0.018230977211278487, 0.030900547228170355, 0.0, 1.4705666093145688e-05, 0.0, nan, 0.0, 0.0, 0.42441288145127265, nan, 0.0, 0.0, 0.001197748233321356, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.0283 | 10.0 | 200 | 2.9246 | 0.0529 | 0.1045 | 0.4285 | [0.22447430343040137, 0.5113750687467303, 0.9290480311873535, 0.34400687413296893, 0.0, 0.2708992270794495, 0.03860389636344741, 0.015362332834451793, 1.4740131481972819e-05, 0.0, 0.0, 0.0, 0.0, 0.001957291460491302, 0.0, 0.1512499493537539, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9793916500994035, 0.6071476918911601, 0.9444283603358362, 0.6915936478864445, 0.0, 0.39438595421244027, 0.9109601961893983, 0.015363074546156817, 1.4870330716155128e-05, 0.0, 0.0, 0.0, nan, 0.001957291460491302, 0.0, 0.26248066376037127, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.1896 | 11.0 | 220 | 3.0964 | 0.0531 | 0.1135 | 0.4333 | [0.2460411763125647, 0.48480829316414437, 0.8818734069958932, 0.3566825767712473, 0.0, 0.25891181171633765, 0.036688852631669815, 0.04585747392815759, 0.004764525285292243, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14059614422064584, 0.0, 0.0, 0.0, 0.09147982062780269, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.946831013916501, 0.5850580112916969, 0.9704808563597193, 0.7434456539083258, 0.0, 0.45321755570972244, 0.8017355215996982, 0.04585747392815759, 0.004892338805615037, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.5727745746027282, nan, 0.0, 0.0, 0.09773625583902264, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.0463 | 12.0 | 240 | 2.9823 | 0.0556 | 0.1192 | 0.4342 | [0.23902565477434287, 0.516049504182426, 0.940146691738418, 0.3535668518963138, 0.024221177595410724, 0.291186036379, 0.03746369180972035, 0.02161985880908533, 0.005092633242602511, 0.0, 0.0, 0.0, 0.0, 0.014481279894441696, 0.0, 0.16301405745219594, nan, 0.0, 0.0, 0.008216241962371994, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9642266401590457, 0.5429709585201348, 0.9643747438553483, 0.8479683088087359, 0.0849399273540095, 0.5044026499759855, 1.0, 0.021765160293549635, 0.005174875089221985, 0.0, 0.0, 0.0, nan, 0.014481757603747444, 0.0, 0.5251019547180424, nan, 0.0, 0.0, 0.008264462809917356, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 3.0795 | 13.0 | 260 | 2.9356 | 0.0568 | 0.1193 | 0.4364 | [0.2337627300235434, 0.4815777297042568, 0.9030863249925072, 0.36350688302699374, 0.0, 0.3516344179911382, 0.05706578355794853, 0.03612398609501738, 0.01722589244320816, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.15489310573417303, nan, 0.0, 0.0, 0.07260940032414911, 0.0, nan, 0.0, 6.733553296074339e-05, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.957765407554672, 0.5614971452233256, 0.928997642529224, 0.8198014444190064, 0.0, 0.5771778823063025, 0.9817015657423128, 0.03612398609501738, 0.017680823221508445, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.5257347771058922, nan, 0.0, 0.0, 0.08048868127919512, 0.0, nan, 0.0, 7.331163308993871e-05, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.8488 | 14.0 | 280 | 2.7659 | 0.0660 | 0.1288 | 0.4992 | [0.27329662435009294, 0.7151913123483586, 0.925662551072808, 0.3681896124225532, 0.002342936480388754, 0.31677258404628517, 0.04532706284737067, 0.07469783479163578, 0.004246408004188238, 0.0, 0.000409626216077829, 0.0, 0.0, 0.19720907763419374, 0.0, 0.1718377088305489, 0.0, 0.0, 0.0, 0.07271728898650769, 0.0, nan, 0.0, 0.001941276389225916, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9695705765407555, 0.8016009842409957, 0.9353067907942082, 0.8550655261167884, 0.0075440067057837385, 0.5004688536338062, 1.0, 0.07781962147547315, 0.0043421365691172975, 0.0, 0.0004117586506080793, 0.0, nan, 0.1975105011985661, 0.0, 0.4606946983546618, nan, 0.0, 0.0, 0.11103126122888969, 0.0, nan, 0.0, 0.001994076420046333, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.1943 | 15.0 | 300 | 2.7600 | 0.0690 | 0.1330 | 0.4925 | [0.26215944495166776, 0.5797624014797341, 0.9306368234792759, 0.39238813646494086, 0.0, 0.41007241529961685, 0.0614931556420719, 0.3264370033853116, 0.012246676835911963, 0.0, 0.002695220378209729, 0.0, 0.0, 0.0021772118493105495, 0.0, 0.12643780452532982, nan, 0.0, 0.0, 0.13649564375605033, 0.0, nan, 0.0, 0.0019079548087275304, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.880258449304175, 0.7026154850731412, 0.9442554039471656, 0.873339299713475, 0.0, 0.8085933628622181, 0.9296359177513677, 0.35941483198146, 0.012535688793718773, 0.0, 0.002705842561138807, 0.0, nan, 0.0021772118493105495, 0.0, 0.3995921811278301, nan, 0.0, 0.0, 0.2026590010779734, 0.0, nan, 0.0, 0.002052725726518284, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.7916 | 16.0 | 320 | 2.6960 | 0.0639 | 0.1261 | 0.4638 | [0.2453864478096257, 0.5306727713006286, 0.9200735400841841, 0.3819022712662044, 0.0, 0.3921671253891621, 0.06388337936992736, 0.16470830756545043, 0.0015991161249055068, 0.0, 0.002038528182652125, 0.0, 0.0, 0.0, 0.0, 0.17435972917279952, nan, 0.0, 0.0, 0.1235085456304418, 0.0, nan, 0.0, 0.0035739090172473664, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9465487077534791, 0.6308518940268676, 0.9295315513812071, 0.8490020188565363, 0.0, 0.6626159745675493, 0.9903791737408036, 0.18516801853997683, 0.001635736378777064, 0.0, 0.0020587932530403965, 0.0, nan, 0.0, 0.0, 0.4164674448038251, nan, 0.0, 0.0, 0.18349502934483172, 0.0, nan, 0.0, 0.0036215946746429722, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.3303 | 17.0 | 340 | 2.6972 | 0.0704 | 0.1377 | 0.5227 | [0.2845941381265662, 0.6578027906678013, 0.9305769915706993, 0.4422690637229803, 0.0019671209779401435, 0.3941775558100347, 0.06783319201418331, 0.4297976224722246, 0.00829552819183409, 0.0, 0.005439027918414581, 0.0, 0.0, 0.0, 0.0, 0.1238730798287585, nan, 0.0, 0.0, 0.09961959106038992, 0.0, 0.0, 0.0, 0.0031568619086216458, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9279522862823062, 0.8155682876914133, 0.9430785485199069, 0.8569386919752187, 0.007823414361553507, 0.6901525489628043, 0.9960384833050367, 0.5338064889918888, 0.008565310492505354, 0.0, 0.005529330451022779, 0.0, nan, 0.0, 0.0, 0.34587259175924623, nan, 0.0, 0.0, 0.20074260390465923, 0.0, nan, 0.0, 0.003255036509193279, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.5485 | 18.0 | 360 | 2.5605 | 0.0656 | 0.1230 | 0.5142 | [0.27947086717686276, 0.7357588550178986, 0.9256103773375957, 0.35769190079646956, 0.0, 0.41056603773584904, 0.05762144417752753, 0.08036917079881911, 0.0002923420987239267, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0895472948104527, nan, 0.0, 0.0, 0.07593104355836294, 0.0, nan, 0.0, 0.0038528797076929637, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9467117296222664, 0.8854545744113267, 0.9427852746434654, 0.8209808451446847, 0.0, 0.6677085636306805, 1.0, 0.08122827346465816, 0.00029740661432310254, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.17107298551539868, nan, 0.0, 0.0, 0.13822014612528447, 0.0, nan, 0.0, 0.003973490513474678, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.7706 | 19.0 | 380 | 2.7446 | 0.0711 | 0.1264 | 0.4625 | [0.2180487791589368, 0.5109265098005974, 0.9333789523009067, 0.43176174075004803, 0.0011381743683132257, 0.4180908561624426, 0.050910452921516657, 0.6041835773131432, 0.0014779911027862328, 0.0, 0.0010430592487035214, 0.0, 0.0, 0.0, 0.0, 0.1302552960347637, nan, 0.0, 0.0, 0.036589698046181174, 0.0, nan, 0.0, 0.0020550291129124328, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9547753479125248, 0.551973259860327, 0.9436650962727898, 0.8105466175480953, 0.002794076557697681, 0.618627592989304, 1.0, 0.6253089996137505, 0.001501903402331668, 0.0, 0.001044102292613344, 0.0, nan, 0.0, 0.0, 0.25291801434397415, nan, 0.0, 0.0, 0.049347227212839864, 0.0, nan, 0.0, 0.002111375032990235, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.5698 | 20.0 | 400 | 2.7816 | 0.0567 | 0.1190 | 0.4403 | [0.24232968460780926, 0.5184524002726476, 0.9249345601937453, 0.328879753340185, 0.031507637246756565, 0.4043734683180893, 0.03542975538029675, 0.05146208724586188, 0.006674049895080438, 0.0, 0.0036093756794758434, 0.0, nan, 0.0, 0.0, 0.07880393869131862, nan, 0.0, 0.0, 0.07493762367719177, 0.0, 0.0, 0.0, 0.01870720123702231, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9343856858846918, 0.5405780425071071, 0.9592349311746371, 0.8791391762232814, 0.13774797429449567, 0.6528653437116436, 1.0, 0.05286790266512167, 0.006810611467999049, 0.0, 0.0036617108571932767, 0.0, nan, 0.0, 0.0, 0.1840106876669948, nan, 0.0, 0.0, 0.1043238711222901, 0.0, nan, 0.0, 0.019867452567373392, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.2798 | 21.0 | 420 | 2.6663 | 0.0701 | 0.1370 | 0.4747 | [0.25145589774908395, 0.5308601544530929, 0.9392425812806433, 0.4476798444358493, 0.008679142934635205, 0.36132095988135177, 0.03534212052723163, 0.5477586411905132, 0.0032251066599175643, 0.0, 0.010125291375291376, 0.0, 0.0, 0.0, 0.0, 0.15986522731806796, nan, 0.0, 0.0, 0.04444273280443657, 0.0, nan, 0.0, 0.025817792304100636, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9167992047713718, 0.5550529945293401, 0.960851697416558, 0.8752679667825255, 0.026823134953897737, 0.7726402939674166, 1.0, 0.5782831208960989, 0.0033160837497025935, 0.0, 0.010220437934736254, 0.0, nan, 0.0, 0.0, 0.5071016734636479, nan, 0.0, 0.0, 0.06911007306264223, 0.0, nan, 0.0, 0.027565174041816954, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.5001 | 22.0 | 440 | 2.6535 | 0.0615 | 0.1194 | 0.4517 | [0.23908118988054505, 0.5177844761217707, 0.9352375879441596, 0.3525618778473726, 0.011162872461984706, 0.4340030022002426, 0.037781705700397704, 0.24590479675657978, 0.0027329991377168495, 0.0, 0.005642112498567992, 0.0, nan, 0.0, 0.0, 0.08491281273692192, nan, 0.0, 0.0, 0.018354567048153747, 0.0, nan, 0.0, 0.006545547886600878, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.948831013916501, 0.5529706399955406, 0.9506359907205137, 0.8880124322711789, 0.03548477228276055, 0.6436178728529934, 1.0, 0.24657203553495557, 0.0027807518439210087, 0.0, 0.005794032440699402, 0.0, nan, 0.0, 0.0, 0.1890029531711433, nan, 0.0, 0.0, 0.02036171996646305, 0.0, nan, 0.0, 0.006730007917656373, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.5627 | 23.0 | 460 | 2.5568 | 0.0686 | 0.1268 | 0.4681 | [0.230094747627851, 0.5424232015373618, 0.9371263649398875, 0.4261987231730508, 0.0015735641227380016, 0.3970479932616279, 0.04546468146420117, 0.4232844742498178, 0.0010681728391448765, 0.0, 0.022026494808449697, 0.0030933150025777623, nan, 0.0, 0.0, 0.13021680812700648, nan, 0.0, 0.0, 0.045956980681139216, 0.0, nan, 0.0, 0.016811972850935733, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.925920477137177, 0.5815880839949354, 0.9583626293882984, 0.8707238051630001, 0.0044705224923162895, 0.6863940962560322, 1.0, 0.44309578988026266, 0.0010855341422793244, 0.0, 0.02261731445125807, 0.0031185031185031187, nan, 0.0, 0.0, 0.20819856560258754, nan, 0.0, 0.0, 0.11055216193556114, 0.0, nan, 0.0, 0.017360194715697486, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.7865 | 24.0 | 480 | 2.5993 | 0.0718 | 0.1375 | 0.4825 | [0.250569034973826, 0.5359686522845829, 0.9342801745746218, 0.43596720189488236, 0.004784688995215311, 0.4278460755073834, 0.03799727618091893, 0.6714295888752382, 0.003648995796356843, 0.0, 0.038962626852694644, 0.0, 0.0, 0.0, 0.0, 0.12904920329189284, nan, 0.0, 0.0, 0.030856460757982693, 0.0, nan, 0.0, 0.01769876569202832, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9415228628230616, 0.5688331647807356, 0.9529859416535382, 0.9015269770571871, 0.01592623637887678, 0.6725876908767944, 1.0, 0.7282638084202395, 0.003717582679038782, 0.0, 0.04217585035514183, 0.0, nan, 0.0, 0.0, 0.4145689776402756, nan, 0.0, 0.0, 0.061923583662714096, 0.0, nan, 0.0, 0.019720829301193513, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.9011 | 25.0 | 500 | 2.5590 | 0.0753 | 0.1422 | 0.4852 | [0.2510478270907702, 0.5478771858092367, 0.9378596720157761, 0.4595985425918023, 0.011095031355523395, 0.384233953458637, 0.03454883175285952, 0.6617533597688982, 0.0026527505979560776, 0.0, 0.06644428416877028, 0.0, nan, 0.0, 0.0, 0.16756981058387033, nan, 0.0, 0.0, 0.050168990283058726, 0.0, nan, 0.0, 0.04039101944354925, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8992922465208748, 0.5735294117647058, 0.9620323127653094, 0.9040037185811115, 0.038558256496227995, 0.7331117396375724, 1.0, 0.712273078408652, 0.002721270521056388, 0.0, 0.07586653137453861, 0.0, nan, 0.0, 0.0, 0.48270285473210517, nan, 0.0, 0.0, 0.11378608216552881, 0.0, nan, 0.0, 0.04410427846690713, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6387 | 26.0 | 520 | 2.6295 | 0.0740 | 0.1436 | 0.4834 | [0.26336235342936887, 0.5191837536082221, 0.9388221233162978, 0.4301501231218764, 0.008698015765153574, 0.4018461269827412, 0.03702384444537569, 0.6476909312419097, 0.008089357169588623, 0.0, 0.1094517073595524, 0.0, nan, 0.0, 0.0, 0.14558497366232326, nan, 0.0, 0.0, 0.014648729446935725, 0.0, nan, 0.0, 0.029305653035844016, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8933240556660039, 0.5474800723050829, 0.9628218962788057, 0.9416474146842329, 0.026823134953897737, 0.7719694139710759, 1.0, 0.6570973348783314, 0.008357125862479182, 0.0, 0.1478654725665799, 0.0, nan, 0.0, 0.0, 0.5907748558571227, nan, 0.0, 0.0, 0.023475865373098575, 0.0, nan, 0.0, 0.034896337350810824, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.3512 | 27.0 | 540 | 2.5304 | 0.0737 | 0.1387 | 0.4812 | [0.24276038656192983, 0.5202051563418111, 0.9286737091373282, 0.4669457557673466, 0.0019860973187686196, 0.3999659041732418, 0.04015756978902314, 0.7221173927380647, 0.00023228803716608595, 0.0, 0.03359965853463339, 0.0, 0.0, 0.044952148416210674, 0.0, 0.14249059684520513, nan, 0.0, 0.0, 0.05004025253167239, 0.0, nan, 0.0, 0.017065927539101168, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.916803180914513, 0.5587040826889846, 0.9436951756447325, 0.9092485829847163, 0.006705783738474434, 0.6975550998315176, 1.0, 0.7612495171881035, 0.00023792529145848205, 0.0, 0.03704357288863399, 0.0, nan, 0.04534758417452882, 0.0, 0.3436225566024469, nan, 0.0, 0.0, 0.14145406635525212, 0.0, nan, 0.0, 0.01895838831705815, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.0666 | 28.0 | 560 | 2.5893 | 0.0671 | 0.1296 | 0.4634 | [0.2432747573250561, 0.5228851372235949, 0.9374503545056044, 0.38860063685580615, 0.008180563768972995, 0.41711478200317226, 0.0358772012940428, 0.4476967324285068, 0.002303613340673988, 0.0, 0.093324469032327, 0.002145922746781116, nan, 0.0, 0.0, 0.14108680310515173, nan, 0.0, 0.0, 0.03147731781510382, 0.0, 0.0, 0.0, 0.01801361908783784, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9498568588469185, 0.5489452854378518, 0.9584754270330835, 0.9093040841953365, 0.023190835428890753, 0.57538632777062, 1.0, 0.44943028196214757, 0.002364382583868665, 0.0, 0.11560124115821827, 0.0021656271656271655, nan, 0.0, 0.0, 0.35142736605259456, nan, 0.0, 0.0, 0.05701281590609654, 0.0, nan, 0.0, 0.020014075833553267, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.2508 | 29.0 | 580 | 2.5139 | 0.0750 | 0.1407 | 0.4904 | [0.2708354171270397, 0.5519314436387607, 0.9323264691332501, 0.43377976428701787, 0.0024693796918214147, 0.4227238491870099, 0.03512945745167297, 0.6132170957146131, 0.002696350554410047, 0.0, 0.16792060687935156, 0.0, 0.0, 0.0, 0.0, 0.13951571584504688, nan, 0.0, 0.0, 0.0033883135148957935, 0.0, nan, 0.0, 0.023547880690737835, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9259125248508946, 0.5833937202876277, 0.9495418535660975, 0.9399268771550079, 0.006985191394244202, 0.7273940123960326, 1.0, 0.62013325608343, 0.0027807518439210087, 0.0, 0.2376288583991412, 0.0, nan, 0.0, 0.0, 0.4403740683448179, nan, 0.0, 0.0, 0.006348065636603186, 0.0, nan, 0.0, 0.030570950998504442, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.8873 | 30.0 | 600 | 2.4626 | 0.0778 | 0.1418 | 0.4925 | [0.2468667974499374, 0.5824415330443496, 0.9365047697161816, 0.4766175860638739, 0.014747382794720073, 0.4104893015559284, 0.04201440901633497, 0.6458095434208803, 0.00015992788706183393, 0.0, 0.09571069350469504, 0.06804020935449032, 0.0, 0.0, 0.0, 0.15629194630872484, nan, 0.0, 0.0, 0.04240229927960883, 0.0, nan, 0.0, 0.014077972347786896, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9296660039761432, 0.621383750467833, 0.9530649000048879, 0.8928896011544252, 0.04526404023470243, 0.6808212181046115, 1.0, 0.6662514484356895, 0.0001635736378777064, 0.0, 0.11586594314789489, 0.07094594594594594, nan, 0.0, 0.0, 0.3929827028547321, nan, 0.0, 0.0, 0.13606419930530603, 0.0, nan, 0.0, 0.015571390868302983, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.747 | 31.0 | 620 | 2.5738 | 0.0805 | 0.1436 | 0.4822 | [0.2503076756990176, 0.5323311687082299, 0.9383151592901433, 0.43961118572743324, 0.010700389105058366, 0.41545488059640356, 0.03825448142481887, 0.6419580957509207, 0.003972626573102128, 0.0, 0.18778165249452933, 0.07764585290851628, nan, 0.0, 0.0, 0.15216227583833594, nan, 0.0, 0.0, 0.0009415674328440875, 0.0, nan, 0.0, 0.015503285884651493, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9219085487077535, 0.5597512322920234, 0.9570240973368476, 0.9378317064540971, 0.027661357921207042, 0.6185818511713718, 1.0, 0.6446794129007338, 0.004074470616226505, 0.0, 0.27636358288848695, 0.07874220374220374, nan, 0.0, 0.0, 0.5596259316551822, nan, 0.0, 0.0, 0.002036171996646305, 0.0, nan, 0.0, 0.01791736312718102, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.0134 | 32.0 | 640 | 2.4330 | 0.0798 | 0.1458 | 0.4919 | [0.22682578705686607, 0.5899426822021467, 0.9375140771483113, 0.5232339935718947, 0.011723570547099958, 0.35242691982954055, 0.03452925313635831, 0.7634057667810352, 0.0007181275922207729, 0.0, 0.11311681772406848, 0.005083884087442806, 0.0, 0.0, 0.0, 0.19649977253873532, nan, 0.0, 0.0, 0.05153418920149322, 0.0, nan, 0.0, 0.022372951295310063, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.7854314115308151, 0.6245371439492272, 0.9546666265608375, 0.8956299734287955, 0.03185247275775356, 0.8082731701366918, 1.0, 0.7927964465044419, 0.0007286462050916013, 0.0, 0.13214511551300717, 0.005197505197505198, nan, 0.0, 0.0, 0.5163127548867951, nan, 0.0, 0.0, 0.1355851000119775, 0.0, nan, 0.0, 0.02543913668220873, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.0517 | 33.0 | 660 | 2.4565 | 0.0799 | 0.1454 | 0.4943 | [0.2621110459200558, 0.5550508125321969, 0.9339240009334129, 0.47672270492882796, 0.011267351721651343, 0.4181243756823937, 0.036579306918395234, 0.6941789497927222, 0.0014176805011066587, 0.0, 0.17586680008665423, 0.028229544113929386, 0.0, 0.0, 0.0, 0.1841718455865288, nan, 0.0, 0.0, 0.016894436672764447, 0.0, nan, 0.0, 0.038414175989313744, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9290059642147117, 0.5898677326623082, 0.9480190853614977, 0.9291596422946976, 0.034925956971221014, 0.6860891508031501, 1.0, 0.6985225955967556, 0.0014572924101832025, 0.0, 0.2507021955559477, 0.02901940401940402, nan, 0.0, 0.0, 0.5021797215581494, nan, 0.0, 0.0, 0.037609294526290575, 0.0, nan, 0.0, 0.05397202428081288, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.4016 | 34.0 | 680 | 2.4004 | 0.0853 | 0.1515 | 0.5411 | [0.29232360444590655, 0.7112867348248278, 0.9387397878150254, 0.5399483619351302, 0.01104875482286917, 0.38188884507994236, 0.03843003066572905, 0.765777217063014, 0.001000812253423068, 0.0, 0.1628241607252978, 0.006926336375488918, 0.0, 0.0, 0.0, 0.20367754628461887, nan, 0.0, 0.0, 0.0208498530715052, 0.0, nan, 0.0, 0.019995839016158486, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9080198807157057, 0.7944520978826077, 0.9578136808503438, 0.8951790260925067, 0.03520536462699078, 0.7236355596892606, 1.0, 0.7795384318269603, 0.0010260528194147038, 0.0, 0.22132027470184262, 0.007363132363132363, nan, 0.0, 0.0, 0.5677823090985796, nan, 0.0, 0.0, 0.053539346029464606, 0.0, nan, 0.0, 0.025365825049118794, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.3543 | 35.0 | 700 | 2.4543 | 0.0806 | 0.1438 | 0.4817 | [0.2525063614472984, 0.5426443974694325, 0.9384380046520586, 0.4302415908005031, 0.034315348118724484, 0.43439034419369665, 0.03546720905648258, 0.6181016517443656, 0.0014304481097649978, 0.0, 0.11632247377139701, 0.1909470976041164, 0.0, 0.0, 0.0, 0.14285327924273158, nan, 0.0, 0.0, 0.03606717358597975, 0.0, nan, 0.0, 0.016179678324025025, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9260437375745527, 0.5682817190772342, 0.952640028876197, 0.918350781526422, 0.08689578094439787, 0.6845644235387395, 1.0, 0.6186268829663963, 0.0014572924101832025, 0.0, 0.15489478095910356, 0.20573458073458073, nan, 0.0, 0.0, 0.3713964280691886, nan, 0.0, 0.0, 0.10624026829560426, 0.0, nan, 0.0, 0.01979414093428345, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.0824 | 36.0 | 720 | 2.4135 | 0.0859 | 0.1544 | 0.5057 | [0.2647522045916562, 0.5758189927265166, 0.9371946062336338, 0.5365586493904178, 0.002401085708320284, 0.3823619922854794, 0.0382514449824293, 0.8191332044136048, 0.0025853975590380586, 0.0, 0.18528161767995346, 0.16325355703594047, 0.0, 0.0, 0.0, 0.16667324777887463, nan, 0.0, 0.0, 0.027176971938570396, 0.0, nan, 0.0, 0.020194809123358946, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9103538767395626, 0.6119753302701885, 0.9540875986509402, 0.9141535024732726, 0.006426376082704666, 0.6914790616828415, 1.0, 0.83441483198146, 0.0026617891981917676, 0.0, 0.30452493345686094, 0.17195079695079696, nan, 0.0, 0.0, 0.5935873998031219, nan, 0.0, 0.0, 0.08096778057252366, 0.0, nan, 0.0, 0.02447142312542154, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6895 | 37.0 | 740 | 2.3916 | 0.0878 | 0.1525 | 0.5033 | [0.25230570070544994, 0.5934320760457402, 0.9397442149126696, 0.5324038871295237, 0.00011093854004881296, 0.4031368610142646, 0.03936171792625154, 0.7273325199222176, 0.0009877977919814061, 0.0, 0.17512989608313348, 0.29131697869593287, 0.0, 0.0, 0.0, 0.20429072795199818, nan, 0.0, 0.0, 0.03786821164316627, 0.0, nan, 0.0, 0.01602968552830495, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9345884691848907, 0.6368222393871587, 0.9564676289559074, 0.8840857216198028, 0.0002794076557697681, 0.6364516547102637, 1.0, 0.7367999227500965, 0.0010111824886985487, 0.0, 0.2577462096145645, 0.31271656271656273, nan, 0.0, 0.0, 0.5075235550555477, nan, 0.0, 0.0, 0.1299556833153671, 0.0, nan, 0.0, 0.018811765050878275, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.6789 | 38.0 | 760 | 2.4252 | 0.0835 | 0.1536 | 0.4988 | [0.26762034907256393, 0.5647451030132536, 0.9384432837641528, 0.4938898268540648, 0.006597031335898846, 0.39002127873393716, 0.036588396074046466, 0.7337932346924212, 0.0014231229008937211, 0.0, 0.19040461732700054, 0.25879883758475947, 0.0, 0.0, 0.0, 0.16951005626039223, nan, 0.0, 0.0, 0.02335669002335669, 0.0, nan, 0.0, 0.0139610083081571, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.909506958250497, 0.593883133326432, 0.9545613487590379, 0.9376166392629439, 0.016764459346186086, 0.6805086490154074, 1.0, 0.7446697566628042, 0.0014870330716155128, 0.0, 0.32600991161894677, 0.27772002772002774, nan, 0.0, 0.0, 0.523273801153143, nan, 0.0, 0.0, 0.0838423763324949, 0.0, nan, 0.0, 0.017345532389079498, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.1886 | 39.0 | 780 | 2.3197 | 0.0906 | 0.1579 | 0.5416 | [0.2987431787651821, 0.7232482163042664, 0.9319332208507237, 0.5122512757319283, 0.006894746028975388, 0.38259985252052153, 0.037474020557338575, 0.7569509940770363, 0.0008229026809303131, 0.0, 0.19961630246595854, 0.2902900573910346, 0.0, 0.0, 0.0, 0.15802524797114517, nan, 0.0, 0.0, 0.033419023136246784, 0.0, nan, 0.0, 0.017919498949932274, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8939880715705766, 0.7884479092841956, 0.947003906558431, 0.9199811295883892, 0.02207320480581168, 0.7199076015277767, 1.0, 0.7749903437620703, 0.0008476088508208423, 0.0, 0.31367185776679757, 0.32423769923769924, nan, 0.0, 0.0, 0.3943186612290817, nan, 0.0, 0.0, 0.14325068870523416, 0.0, nan, 0.0, 0.021143074983138326, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.7693 | 40.0 | 800 | 2.3891 | 0.0815 | 0.1486 | 0.4970 | [0.27206597479789096, 0.6009005505869358, 0.9331230003554923, 0.4439144347001659, 0.015228426395939087, 0.4106010663414768, 0.03607914134229924, 0.5136548742593557, 0.00330474014684541, 0.0, 0.1852404918607009, 0.2861356932153392, 0.0, 0.0, 0.0, 0.16726828606323788, nan, 0.0, 0.0, 0.02673228764649648, 0.0, nan, 0.0, 0.01948440557026125, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9187435387673957, 0.6368182578297327, 0.9474550971375718, 0.935521468562033, 0.041911148365465216, 0.6828033635483453, 1.0, 0.5139822325222093, 0.0034201760647156795, 0.0, 0.29552506580785576, 0.3108974358974359, nan, 0.0, 0.0, 0.43334270847982, nan, 0.0, 0.0, 0.09042999161576237, 0.0, nan, 0.0, 0.024823318964253247, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 1.4534 | 41.0 | 820 | 2.3444 | 0.0947 | 0.1662 | 0.5421 | [0.30074017955425564, 0.6949239251249513, 0.939415714106731, 0.5552229654640909, 0.00906043308870164, 0.3946035205643551, 0.038418889831061245, 0.8032481040288804, 0.003344387611713788, 0.0, 0.21059881880175352, 0.3712937475422729, 0.0, 0.0, 0.0, 0.1566748384221083, nan, 0.0, 0.0, 0.05340384556598294, 0.0, nan, 0.0, 0.016302668177603792, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.9059920477137177, 0.7517777653907103, 0.9585280659339833, 0.9046558578058984, 0.02794076557697681, 0.7232467542368359, 1.0, 0.8314889918887601, 0.00353913871044492, 0.0, 0.40692048646343437, 0.408957033957034, nan, 0.0, 0.0, 0.4943045985093517, nan, 0.0, 0.0, 0.20924661636124087, 0.0, nan, 0.0, 0.018562505498372482, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
| 2.9414 | 42.0 | 840 | 2.3991 | 0.0839 | 0.1534 | 0.5015 | [0.27518557859383924, 0.5822783135558466, 0.936609267503784, 0.46560699302140995, 0.012925860954667159, 0.4002455494168201, 0.03628883199386629, 0.681165953691803, 0.003678042939012916, 0.0, 0.17959568301833118, 0.2473264166001596, 0.0, 0.0, 0.0, 0.1534867876782325, nan, 0.0, 0.0, 0.03932991151557137, 0.0, nan, 0.0, 0.013308321240222278, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] | [0.8910377733598409, 0.6133688753692894, 0.9515759710937236, 0.940100318438196, 0.03911707180776753, 0.7555328540607299, 1.0, 0.6857570490536887, 0.003836545324768023, 0.0, 0.2970838664137292, 0.26845114345114346, nan, 0.0, 0.0, 0.44353818028406694, nan, 0.0, 0.0, 0.14959875434183734, 0.0, nan, 0.0, 0.016539104425090174, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Nov 21, 2023
- Updated
- Nov 22, 2023