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segformer-b0-scene-parse-150
initial01/segformer-b0-scene-parse-150
segformer-b0-scene-parse-150 is a machine learning model from initial01. 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. --
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At a glance
- Library
- transformers
- License
- other
- Model type
- segformer
- Access
- Public
- Created
- Nov 21, 2024
- Updated
- Sep 29, 2025
- SHA
- 0860fba5
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: 2.4730
- Mean Iou: 0.0802
- Mean Accuracy: 0.1283
- Overall Accuracy: 0.5291
- Per Category Iou: [0.48452809165667504, 0.5224655627235082, 0.782386643666831, 0.2853812400953621, 0.3524280605594733, 0.39551702667752286, 0.4559930946215436, 0.4716332506564692, 0.4138115537778713, 0.0, 0.0, 0.05653062963278521, 0.004270407370981935, 0.0, 0.0, 0.0, nan, 0.0, 0.06583422407929258, 0.0, 0.0, nan, 0.0, 0.0, 0.19893931717521696, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan]
- Per Category Accuracy: [0.8679495609277424, 0.5718690564589815, 0.9183515561726252, 0.6998441402873535, 0.634018759018759, 0.5185948077720142, 0.4961247004469008, 0.8443076861396905, 0.7359791578914525, nan, nan, 0.06610211706102118, 0.004270407370981935, nan, 0.0, 0.0, nan, 0.0, 0.07337810029242933, 0.0, 0.0, nan, 0.0, 0.0, 0.24241247460867488, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- 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 |
|---|---|---|---|---|---|---|---|---|
| 4.8251 | 1.0 | 20 | 4.9171 | 0.0067 | 0.0274 | 0.1730 | [0.31327572043505403, 0.2218927817572283, 0.283342007334294, 0.010579494466885232, 0.0, 0.0, 0.0, 0.0032443224357374596, 0.0022475023475623836, 0.0, nan, 0.00512576154657772, 0.0, 0.0, 0.00014485196129555595, 0.00015055479441742823, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0018219578967242518, 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, 0.0, 0.0, nan, 0.0, 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, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 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, 0.0, nan, nan, nan, 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, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 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, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0] | [0.3977650871636032, 0.2861208569464726, 0.6810858498206641, 0.012870336970059962, 0.0, 0.0, 0.0, 0.00325747590720704, 0.002277655574796025, nan, nan, 0.0375093399750934, 0.0, nan, 0.0030845157310302285, 0.00024096385542168674, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0019217748038395667, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 4.4551 | 2.0 | 40 | 4.5927 | 0.0131 | 0.0471 | 0.3013 | [0.46437847042274377, 0.2880643334386032, 0.3903794005423436, 0.10331911204028961, 0.08640851480988726, 0.0, 0.0021084291440793784, 0.03788883050773925, 0.028025890842263153, 0.0, nan, 0.01256556799498943, 0.0, 0.0, 0.0, 0.019715428252580675, 0.0, 0.0, 0.0, 0.0, 0.010677707561560253, 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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002202617365529038, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, 0.0] | [0.7850682055612481, 0.45070570276290983, 0.4705397431447414, 0.34711795653623906, 0.14838864838864838, 0.0, 0.0022399015522787625, 0.03939040097022667, 0.03235518946662298, nan, nan, 0.09594022415940225, 0.0, nan, 0.0, 0.030650602409638555, nan, 0.0, 0.0, 0.0, 0.014477053377979122, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.03170855118907067, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 4.0932 | 3.0 | 60 | 4.2997 | 0.0220 | 0.0643 | 0.3364 | [0.5240536394558226, 0.2603086791887813, 0.6829837364350861, 0.09557591395731302, 0.1747621995834975, 0.09267690311958189, 0.004946554468956106, 0.0117263313141001, 0.027286378262424027, 0.0, 0.0, 0.0037490680583661734, 0.0, 0.0, 0.0, 0.03881892058147441, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 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, 0.0, 0.01759539154736782, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, 0.003235198964736331, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, nan, 0.0, nan, nan] | [0.7371574285151647, 0.5470942381639858, 0.8615281152377646, 0.5019363357313495, 0.37337662337662336, 0.09331943380348912, 0.005165266953086206, 0.012989811617662536, 0.029765526278841204, nan, nan, 0.017534246575342465, 0.0, nan, 0.0, 0.05778313253012048, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.10406476640242875, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.004118050789293068, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 4.1335 | 4.0 | 80 | 4.1532 | 0.0263 | 0.0679 | 0.3481 | [0.5062398938596128, 0.29146216291872723, 0.6326000439485314, 0.09596881250863483, 0.12625443396730895, 0.05648684852961428, 0.005711635372533079, 0.0016774377494772857, 0.07723731434740742, 0.0, nan, 6.298101752131907e-05, 0.0, 0.0, 0.0, 0.024723672418453135, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.822589170175151e-05, 0.0, 0.0, nan, 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, 0.0, 0.02121444588693497, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.7539326255219303, 0.560460218128818, 0.9367913340275368, 0.5436917652984135, 0.4258658008658009, 0.05666989035280524, 0.005915499039271141, 0.001769059992683208, 0.08258841515732984, nan, nan, 0.00024906600249066, 0.0, nan, 0.0, 0.04187951807228916, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 1.9914764806627635e-05, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.12126834204756283, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.7053 | 5.0 | 100 | 3.8809 | 0.0328 | 0.0715 | 0.3616 | [0.5374438869205513, 0.28949879751585095, 0.607023300989184, 0.11134341515104457, 0.18209606986899562, 0.22901743812675987, 0.0014406135192742307, 0.001488167060829834, 0.07879380403898445, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.024739461083466342, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.000650569713191695, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.7736232890200228, 0.5409633332689234, 0.9309990743954646, 0.6636697135312094, 0.4512987012987013, 0.23290923020886975, 0.0014518879941276797, 0.0018542555164101613, 0.0804667633890267, nan, nan, 0.0, 0.0, nan, 0.0, 0.038096385542168675, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0006970167682319671, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.8169 | 6.0 | 120 | 3.6608 | 0.0335 | 0.0691 | 0.3684 | [0.5326618213959106, 0.2785114843174644, 0.5183427185922901, 0.11322557548646268, 0.17963573607815342, 0.25179162072767364, 0.012309024878944731, 0.0002410060908812059, 0.04709688197682366, 0.0, 0.0, 3.11710981577881e-05, 0.0, 0.0, 0.0, 0.009963718069138257, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0006399431161674518, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8126191135780301, 0.5438893842318978, 0.9491929885456438, 0.6081115111586026, 0.3504689754689755, 0.2524146246498951, 0.01273235605259181, 0.0002756325767636726, 0.0483767803934416, nan, nan, 4.9813200498132005e-05, 0.0, nan, 0.0, 0.013036144578313253, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0006682010542727745, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.4203 | 7.0 | 140 | 3.6070 | 0.0414 | 0.0794 | 0.3809 | [0.541100678961167, 0.287766208877128, 0.6341679401673936, 0.12965036720549725, 0.2144372762929464, 0.3608019977210464, 0.015358471896577686, 0.010880425030071035, 0.09272611116181437, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.032023485168272, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0003518648838845883, 0.0, 0.0005746676070318418, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8059737858342039, 0.5562478089123095, 0.9062463843572833, 0.7170703818903265, 0.6015512265512265, 0.3738303671234253, 0.015414840562188304, 0.013916939375867616, 0.09509992043805869, nan, nan, 0.0, 0.0, nan, 0.0, 0.04021686746987952, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0003526616675328532, 0.0, 0.0006571872386187119, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.1181 | 8.0 | 160 | 3.4404 | 0.0457 | 0.0850 | 0.4100 | [0.49293104773475893, 0.4606000900822944, 0.716796322088981, 0.12709688100380778, 0.2225290023201856, 0.3088149641577061, 0.02383739662764472, 0.011380632163358209, 0.10362209356740784, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.051196119093467635, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.17943842509875915, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.88832111184911, 0.573042237269608, 0.9154951984264723, 0.6740285992363555, 0.5766594516594516, 0.3462866903628531, 0.023958850579675728, 0.01483404413128129, 0.12090295003198077, nan, nan, 0.0, 0.0, nan, 0.0, 0.06662650602409638, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.21800693033815272, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.5484 | 9.0 | 180 | 3.2924 | 0.0471 | 0.0839 | 0.3995 | [0.5439474448620572, 0.3008232073689048, 0.6850329630183165, 0.14644550851447402, 0.23020129553527896, 0.35442127103296917, 0.15437204187981068, 0.014790773154051234, 0.13844308894942556, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.046563241627845656, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.024577490111470694, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8218978735618756, 0.5818397131365887, 0.8949149600833044, 0.6944128716981902, 0.5961399711399712, 0.37116768610507545, 0.15685247954403161, 0.019184027342751615, 0.1458791594514906, nan, nan, 0.0, 0.0, nan, 0.0, 0.05106024096385542, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.027223483490659974, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.2012 | 10.0 | 200 | 3.2143 | 0.0469 | 0.0849 | 0.4107 | [0.5487949534201898, 0.42969356961539923, 0.7192670175583362, 0.1441272138426196, 0.24740609667819513, 0.3121149174382988, 0.11901303260975572, 0.007420940806963162, 0.13669501822600244, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.008570863459552117, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.049217989837471623, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8446792319322851, 0.5939000118698293, 0.8824554552817309, 0.8377833890299264, 0.5548340548340548, 0.33402830982554416, 0.12514302985815756, 0.010869946527280109, 0.1684841110123087, nan, nan, 0.0, 0.0, nan, 0.0, 0.009397590361445784, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.05439718006930338, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.1082 | 11.0 | 220 | 3.1434 | 0.0511 | 0.0877 | 0.4268 | [0.5473489782906624, 0.37077416744608116, 0.725280743422418, 0.17841596763658302, 0.2868401636595345, 0.3772228211381263, 0.2097042259485095, 0.03364263514698365, 0.10033241446408302, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01721118842449657, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.06411108904221971, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8624707535487919, 0.6248443810160021, 0.9097897142195996, 0.7306145228582902, 0.5142496392496393, 0.4526683329356058, 0.21383773397525854, 0.0451887080850552, 0.11583282632096223, nan, nan, 0.0, 0.0, nan, 0.0, 0.018, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.07392360696220178, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.657 | 12.0 | 240 | 3.1499 | 0.0509 | 0.0918 | 0.4200 | [0.5677073772519813, 0.4045953684595292, 0.6587344148009117, 0.17300820951997778, 0.28585169887119133, 0.361198626320748, 0.11964845999429528, 0.07763782588174321, 0.20581249286285258, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.020925864545354105, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.07839409624707275, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8309396580209539, 0.586648374247439, 0.9238039453893324, 0.7375295214630395, 0.6075036075036075, 0.4478202439116291, 0.11999395496448542, 0.12612445562566088, 0.2811656604421148, nan, nan, 0.0, 0.0, nan, 0.0, 0.022819277108433737, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.09033337316286294, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1538 | 13.0 | 260 | 3.0644 | 0.0543 | 0.0957 | 0.4443 | [0.5238279046585361, 0.5219646228299213, 0.7474486781634214, 0.16206273982259478, 0.26007458469883604, 0.32153397574938664, 0.22021272613515436, 0.0335449146250928, 0.15643190356272962, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.024028202987290102, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1258416841191833, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8787202654125877, 0.685372229568021, 0.8691209649427282, 0.7166279853260462, 0.6918590668590668, 0.4542885492156395, 0.22226300222370948, 0.04528893811296927, 0.23645496950125583, nan, nan, 0.0, 0.0, nan, 0.0, 0.024963855421686748, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.150177241406779, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 3.1261 | 14.0 | 280 | 2.9976 | 0.0564 | 0.0991 | 0.4507 | [0.565033241721995, 0.46805383248623034, 0.7403479098394352, 0.18935253822762343, 0.22177371482844593, 0.3348297173141796, 0.22589806611210497, 0.07751667704349373, 0.2624269412747008, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002173707589074757, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1267923325230144, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.843335814344696, 0.6988099805942092, 0.911590304292491, 0.7145385123224458, 0.5615680615680616, 0.48244765696630204, 0.2296789654353505, 0.10919059240957998, 0.4412879674264052, nan, nan, 0.0, 0.0, nan, 0.0, 0.002216867469879518, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.1584020392719162, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1853 | 15.0 | 300 | 3.0104 | 0.0607 | 0.1055 | 0.4714 | [0.5325144375828617, 0.5342079496988279, 0.7200171477565018, 0.20813834210414503, 0.19804069621110917, 0.3085023298261625, 0.30944518184231484, 0.14936180931761583, 0.2668808229458386, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005758386695976297, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.22448219763498475, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8700573080247923, 0.664188724766261, 0.9109033321763277, 0.7001640270338332, 0.61501924001924, 0.44155289566560746, 0.31457933029642265, 0.23475375987892214, 0.4549227001138828, nan, nan, 0.0, 0.0, nan, 0.0, 0.005807228915662651, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.2761680009559087, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1988 | 16.0 | 320 | 2.8607 | 0.0633 | 0.1036 | 0.4768 | [0.4944002415421594, 0.5480925860036645, 0.7484778049319718, 0.18292089061346586, 0.17865635666564214, 0.32797096112367824, 0.4259796352710429, 0.2075787292049185, 0.2197751329554689, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.008185993384575114, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.13856369613036637, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.9072541212046367, 0.625084538029001, 0.9058125072312855, 0.6442587135107911, 0.6640211640211641, 0.3915145882264284, 0.44075865195708025, 0.2991515528137075, 0.3333021325720348, nan, nan, 0.0, 0.0, nan, 0.0, 0.008289156626506025, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.16747321464133508, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.6276 | 17.0 | 340 | 2.8358 | 0.0751 | 0.1229 | 0.5331 | [0.5416261178990132, 0.5617692722030354, 0.7352046973635351, 0.24383370261102935, 0.2430777900156246, 0.2964400470842745, 0.5821208961478118, 0.4071354544984849, 0.3231772686732552, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.014051299149777322, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2547396314289156, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8517167374811838, 0.6851928019146311, 0.9163051023950017, 0.6913365140511954, 0.5705868205868206, 0.4681294665846092, 0.6448271767525205, 0.6713457384697882, 0.5596324550319027, nan, nan, 0.0, 0.0, nan, 0.0, 0.014216867469879518, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.31588799936272755, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.2194 | 18.0 | 360 | 2.7865 | 0.0682 | 0.1178 | 0.5156 | [0.5230524511597128, 0.5212883976172716, 0.7163572230602593, 0.24885041401705899, 0.13873431027020341, 0.29666938234441237, 0.3904078795739821, 0.4718423465296878, 0.29593309731373135, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.003038495585807594, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.21296700678921665, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8494738142045132, 0.6809803926981226, 0.9134632072197154, 0.6117936117936118, 0.5396224146224147, 0.5396827390447004, 0.40776463222435716, 0.7402288251537278, 0.5724715683062667, nan, nan, 0.0, 0.0, nan, 0.0, 0.003060240963855422, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.26705699605687655, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.2463 | 19.0 | 380 | 2.8137 | 0.0727 | 0.1193 | 0.5289 | [0.5084635536733638, 0.6092436062845912, 0.7298224606811431, 0.2344853888905482, 0.20809107991599426, 0.32082543511976563, 0.5865559548890816, 0.3529458416312719, 0.30367902401021074, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 5.36322437049154e-05, 0.0, 0.0, nan, 0.0, 0.0, 0.14682051111406894, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8742060485499434, 0.6973717989416529, 0.9167534420918663, 0.6946306669298359, 0.565957190957191, 0.4676647533880104, 0.6386310153500723, 0.6021769962062934, 0.5716135473705558, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 5.415357955160836e-05, 0.0, 0.0, nan, 0.0, 0.0, 0.17573784203608556, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.7668 | 20.0 | 400 | 2.7417 | 0.0668 | 0.1159 | 0.5155 | [0.5438910420874502, 0.5163986927978857, 0.7185917983862053, 0.24120669717381424, 0.21395389350211952, 0.2978249445058867, 0.4237028499374452, 0.36267045262896447, 0.3616446705664243, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002192771084337349, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.12688794752176166, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8313785633942905, 0.7410914170091895, 0.9402261946083535, 0.7297025053257741, 0.44306156806156805, 0.47689621823936496, 0.4642857142857143, 0.5927253045739973, 0.6664482613375766, nan, nan, 0.0, 0.0, nan, 0.0, 0.002192771084337349, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.14137491536224958, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.5003 | 21.0 | 420 | 2.7425 | 0.0681 | 0.1212 | 0.5206 | [0.5364995470616831, 0.5357750262444932, 0.7121535535879623, 0.28863994762534456, 0.21440174411148635, 0.28767046813940506, 0.4397614451526267, 0.4315597178603849, 0.3218117289715831, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0006881985808870643, nan, 0.0, 0.00013373632546072165, 0.0, 0.0, 0.0, 0.0, 0.0, 0.18134966607605288, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8361531195658342, 0.6452466854191568, 0.9288513826217748, 0.756178238172698, 0.6031144781144782, 0.45304512741933456, 0.4807692307692308, 0.7671706566570279, 0.6181650832280308, nan, nan, 0.0, 0.0, nan, 0.0, 0.0006987951807228916, nan, 0.0, 0.0001353839488790209, 0.0, 0.0, nan, 0.0, 0.0, 0.21198271398414784, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.9733 | 22.0 | 440 | 2.6746 | 0.0720 | 0.1190 | 0.5204 | [0.5039863331196686, 0.6063981930800489, 0.7276219613887179, 0.2529974257897817, 0.2156188605108055, 0.31836468413613134, 0.49662867035942765, 0.3816006477946887, 0.30948776758409785, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.00445913335431749, 0.0, 0.0, nan, 0.0, 0.0, 0.14386298442928405, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8778207597235063, 0.6788603859626846, 0.914931158162675, 0.7150693881995821, 0.6334776334776335, 0.44130169934312163, 0.5434378980547939, 0.5786229396464887, 0.6315190090638212, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.004603054261886711, 0.0, 0.0, nan, 0.0, 0.0, 0.1702911538614729, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.4682 | 23.0 | 460 | 2.6725 | 0.0776 | 0.1258 | 0.5466 | [0.519817652021919, 0.5915132072802608, 0.7539534184823441, 0.3004746746734276, 0.16618536853685367, 0.3720251994319644, 0.4777697119161504, 0.5270425016516186, 0.344609883959704, 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, 0.21348471180150644, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8749720469011278, 0.7156375340567488, 0.907085213467546, 0.6565913685027258, 0.5812890812890813, 0.4902598625956116, 0.5186316630324489, 0.8395818403235425, 0.667602689505624, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.2898394869956586, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.7489 | 24.0 | 480 | 2.6720 | 0.0740 | 0.1221 | 0.5282 | [0.5094773879175034, 0.5781347458287853, 0.7558387699172993, 0.2870064184574018, 0.21599035065046954, 0.3165443764005404, 0.44792739954030275, 0.44980072806617166, 0.3454091893898197, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.025213501423342822, 0.0, 0.0, nan, 0.0, 0.0, 0.13805454929417307, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8607435023647487, 0.6550075497635696, 0.901466504685873, 0.7206776154144575, 0.602934102934103, 0.49145304512741933, 0.48805026015242126, 0.8099438210693541, 0.6242648320619023, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.026860175457597748, 0.0, 0.0, nan, 0.0, 0.0, 0.16924562870912493, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.9517 | 25.0 | 500 | 2.6496 | 0.0723 | 0.1202 | 0.5255 | [0.4766865516490987, 0.5641419310815421, 0.722063630922234, 0.2977188681034366, 0.20898026804868206, 0.31502107035704213, 0.42157347847600196, 0.5032345301624632, 0.34813614262560777, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.00625432548124984, 0.0, 0.0, nan, 0.0, 0.0, 0.11273023634881825, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8846613419490069, 0.6298821574381044, 0.9072370704616453, 0.598351562340482, 0.5915704665704665, 0.4628794634446552, 0.455255942485805, 0.8728732440951985, 0.703701970328076, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.00660673670529622, 0.0, 0.0, nan, 0.0, 0.0, 0.13773051340263673, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.6516 | 26.0 | 520 | 2.6333 | 0.0707 | 0.1151 | 0.5119 | [0.4925460052319405, 0.560080047214962, 0.7279200376348145, 0.25672027122234464, 0.23133623133623132, 0.35738599742184984, 0.4416272819016597, 0.37292542319739946, 0.32530810313594083, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.02154384291279116, 0.0, 0.0, nan, 0.0, 0.0, 0.10210824952432726, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8920609861519514, 0.6234669287230548, 0.9063259284970496, 0.7390472819835701, 0.5887445887445888, 0.4457101948027481, 0.47710982534165247, 0.631845084468856, 0.5406779925430181, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0220134300877288, 0.0, 0.0, nan, 0.0, 0.0, 0.11969769387023539, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.2699 | 27.0 | 540 | 2.6048 | 0.0740 | 0.1225 | 0.5295 | [0.5071708229666917, 0.5510867993638248, 0.7169182248254111, 0.3058095802997021, 0.22837150127226463, 0.37066812218994577, 0.3620623508368086, 0.49243740390646246, 0.3882945789763346, 0.0, 0.0, 0.0, 0.0004529219938920234, 0.0, 0.0, 0.0, nan, 0.0, 0.02239753600086456, 0.0, 0.0, 0.0, 0.0, 0.0, 0.19702006178874507, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8776872523856093, 0.6312816931345459, 0.9205137105171816, 0.6386436801949267, 0.5396224146224147, 0.5032341526520052, 0.3922094604805803, 0.8892307846507735, 0.7044195878379432, nan, nan, 0.0, 0.0004529219938920234, nan, 0.0, 0.0, nan, 0.0, 0.022446658724141665, 0.0, 0.0, nan, 0.0, 0.0, 0.25082646273947506, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.4131 | 28.0 | 560 | 2.5964 | 0.0729 | 0.1236 | 0.5280 | [0.5050546914599988, 0.5750088588362644, 0.75307735472856, 0.2802087818881712, 0.2736850930635515, 0.35091525180630007, 0.430781359234854, 0.42306439911110605, 0.37220914023799584, 0.0, 0.0, 0.0, 0.0009834877581655365, 0.0, 0.0, 0.0, nan, 0.0, 0.02844364937388193, 0.0, 0.0, 0.0, 0.0, 0.0, 0.16378417023464298, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8663357909809117, 0.6539834319265285, 0.9122338886960546, 0.7307642570800466, 0.5888047138047138, 0.4916665620015323, 0.46893823269068846, 0.7422735177231747, 0.737305190246642, nan, nan, 0.0, 0.0009834877581655365, nan, 0.0, 0.0, nan, 0.0, 0.030136467020470053, 0.0, 0.0, nan, 0.0, 0.0, 0.2030210698211654, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.2404 | 29.0 | 580 | 2.5482 | 0.0738 | 0.1228 | 0.5289 | [0.4906671843972099, 0.564561774626951, 0.7528536869456142, 0.27164010650081194, 0.298953257534741, 0.353902505354047, 0.4107563619227144, 0.47277764628899993, 0.40817874500182605, 0.0, 0.0, 9.92950054612253e-05, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.019056066225877546, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1623529411764706, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8688290405161394, 0.65420426596147, 0.9114239847275252, 0.6159181089929012, 0.5975829725829725, 0.5230284228638893, 0.4516289211770548, 0.8509078334778316, 0.6800049921218078, nan, nan, 9.962640099626401e-05, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.019197443951045164, 0.0, 0.0, nan, 0.0, 0.0, 0.2109272314493966, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1346 | 30.0 | 600 | 2.5793 | 0.0736 | 0.1195 | 0.5237 | [0.48312745141225616, 0.5399928024783633, 0.7145269699733171, 0.27532709735699507, 0.3186592627283067, 0.37764871454340027, 0.45694490105349933, 0.45450279872373783, 0.39913748652322695, 0.0, 0.0, 0.0, 0.0003623375951136187, 0.0, 0.0, 0.0, nan, 0.0, 0.031455487264821926, 0.0, 0.0, 0.0, 0.0, 0.0, 0.07241076167728237, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8968622437910744, 0.5923072463928141, 0.9178670600485942, 0.6430676458377289, 0.5727513227513228, 0.4785792336000201, 0.5026231136250783, 0.8252439348304359, 0.6641706057627806, nan, nan, 0.0, 0.0003623375951136187, nan, 0.0, 0.0, nan, 0.0, 0.0317339976172425, 0.0, 0.0, nan, 0.0, 0.0, 0.08693790576333293, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1501 | 31.0 | 620 | 2.5531 | 0.0742 | 0.1266 | 0.5295 | [0.5083377681410012, 0.5347911692011227, 0.7594930703403451, 0.305098251296641, 0.2817923354853995, 0.35533901677093827, 0.4189130054262209, 0.4574351409067427, 0.37273406356085764, 0.0, 0.0, 0.0035460992907801418, 0.0002457892421929575, 0.0, 0.0, 0.0005740116237353806, nan, 0.0, 0.02575321915239405, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2061533424794213, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8576177618162338, 0.5990730491383331, 0.9260962628716881, 0.7218618769865307, 0.5720899470899471, 0.5271731621849056, 0.46501975431248516, 0.8298094126019214, 0.7862123835821594, nan, nan, 0.003935242839352428, 0.00024587193954138414, nan, 0.0, 0.0005783132530120482, nan, 0.0, 0.027889093469078308, 0.0, 0.0, nan, 0.0, 0.0, 0.2633428924204405, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.7861 | 32.0 | 640 | 2.5331 | 0.0787 | 0.1290 | 0.5367 | [0.5096539147741338, 0.5399479318746734, 0.7721150546595421, 0.3007355681778361, 0.3457184882010616, 0.3737772129063999, 0.4724274717912383, 0.4479903411547129, 0.384104101128698, 0.0, 0.0, 0.0007364493322859387, 0.0, 0.0, 0.0, 0.0009797596004492556, nan, 0.0, 0.027539032701012052, 0.0, 0.0, nan, 0.0, 0.0, 0.23132319444124888, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.86238898030433, 0.6074371382117412, 0.9111636584519264, 0.6425163516576259, 0.65007215007215, 0.5725266582097238, 0.5290215678231396, 0.8776943084378649, 0.7257297078048704, nan, nan, 0.0007471980074719801, 0.0, nan, 0.0, 0.0009879518072289156, nan, 0.0, 0.029324163327195927, 0.0, 0.0, nan, 0.0, 0.0, 0.30033456804875136, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.652 | 33.0 | 660 | 2.5175 | 0.0796 | 0.1286 | 0.5449 | [0.4932354187796128, 0.6202915428479641, 0.7568120013148851, 0.2964400514776313, 0.3083340626002742, 0.3636725510557286, 0.49207295908639814, 0.46477732112519693, 0.38855240649128486, 0.0, 0.0, 0.031141114982578398, 0.0003364563383197888, 0.0, 0.0, 0.0, nan, 0.0, 0.040808474619745044, 0.0, 0.0, nan, 0.0, 0.0, 0.2017946254223104, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8700306065572129, 0.6822225841446684, 0.9156687492768715, 0.6866743348737808, 0.6355218855218855, 0.527838832439493, 0.5432705801075153, 0.8308417818894362, 0.6555279948830751, nan, nan, 0.03561643835616438, 0.0003364563383197888, nan, 0.0, 0.0, nan, 0.0, 0.04307917253330445, 0.0, 0.0, nan, 0.0, 0.0, 0.25931015254709844, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.1767 | 34.0 | 680 | 2.5187 | 0.0796 | 0.1280 | 0.5422 | [0.5036842358141547, 0.5803120915390626, 0.7665736979324562, 0.29240274212204137, 0.3436450121411702, 0.4057286958176714, 0.47202718670351457, 0.4625469538080455, 0.3990823250128439, 0.0, 0.0, 0.023652809036477134, 0.003099160269022543, 0.0, 0.0, 0.00040233829550564455, nan, 0.0, 0.059413246482277804, 0.0, 0.0, nan, 0.0, 0.0, 0.14398465737257504, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8747384090598079, 0.6581295909325545, 0.9142586486173783, 0.7054387553002511, 0.6211519961519961, 0.5355003202753111, 0.5217837172650532, 0.8534636991896403, 0.7028595497730145, nan, nan, 0.027745952677459527, 0.003118691443656504, nan, 0.0, 0.0004096385542168675, nan, 0.0, 0.06322430412650276, 0.0, 0.0, nan, 0.0, 0.0, 0.17493129406141714, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.4429 | 35.0 | 700 | 2.5005 | 0.0764 | 0.1284 | 0.5314 | [0.4937153657884609, 0.5298247687260602, 0.746280276816609, 0.29098025283132056, 0.28978406364439957, 0.39080481853637916, 0.4626032410850589, 0.45391281176175174, 0.3988257359536818, 0.0, 0.0, 0.013582190240611648, 0.0025232266245697574, 0.0, 0.0, 0.0, nan, 0.0, 0.04722802826714442, 0.0, 0.0, 0.0, 0.0, 0.0, 0.15980502375657513, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8692112052708697, 0.5693046212282237, 0.9357644914960084, 0.6800656108135332, 0.6898749398749399, 0.5109584395684447, 0.5102927524342062, 0.8878075182543939, 0.7629834167953699, nan, nan, 0.015043586550435865, 0.002523422537398416, nan, 0.0, 0.0, nan, 0.0, 0.05139174699447634, 0.0, 0.0, nan, 0.0, 0.0, 0.19391006492213328, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.893 | 36.0 | 720 | 2.5456 | 0.0771 | 0.1259 | 0.5249 | [0.4865170179760927, 0.5069835843419878, 0.7523008875479656, 0.25993731887239835, 0.3395156982610244, 0.4275814420902772, 0.4445003651291768, 0.4597364647311886, 0.39431006283894293, 0.0, 0.0, 0.020834319806809033, 0.007088993337121017, 0.0, 0.0, 0.0, nan, 0.0, 0.058634518145814135, 0.0, 0.0, 0.0, 0.0, 0.0, 0.1616513991717907, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8897830171990828, 0.545280638652029, 0.9285982876316093, 0.6446534673681488, 0.6878908128908129, 0.5130182494128286, 0.4862259547917701, 0.8515242481495031, 0.7146066364019282, nan, nan, 0.021917808219178082, 0.00710440498990631, nan, 0.0, 0.0, nan, 0.0, 0.06373876313224304, 0.0, 0.0, nan, 0.0, 0.0, 0.1924065001792329, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.243 | 37.0 | 740 | 2.4942 | 0.0833 | 0.1344 | 0.5536 | [0.5129405982166132, 0.6012639101434349, 0.7607395851670198, 0.3144710247669613, 0.319704206710019, 0.4055962416661197, 0.4764362358983946, 0.48727584737145613, 0.40472112976652524, 0.0, 0.0, 0.03377278014734393, 0.0053429584206577145, 0.0, 0.0, 0.0003110196660127279, nan, 0.0, 0.06095946857128587, 0.0, 0.0, nan, 0.0, 0.0, 0.28005757894255817, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8603429803510575, 0.6865316082514638, 0.9062608469281499, 0.7094951914896513, 0.668049543049543, 0.5432622866401235, 0.5226742805328267, 0.8765817551280188, 0.733670301555358, nan, nan, 0.04338729763387297, 0.005344479527925876, nan, 0.0, 0.0003132530120481928, nan, 0.0, 0.06609444384273801, 0.0, 0.0, nan, 0.0, 0.0, 0.3661429083522524, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.4066 | 38.0 | 760 | 2.4470 | 0.0843 | 0.1328 | 0.5517 | [0.49976712672714346, 0.5972907012360805, 0.7759102070323698, 0.29944101358276703, 0.3734979751709487, 0.40117321166693826, 0.5099298230040489, 0.481995726531257, 0.4303273148595153, nan, 0.0, 0.037278350515463916, 0.002484600652207671, 0.0, 0.0, 0.00012028194086939786, nan, 0.0, 0.060770524384650665, 0.0, 0.0, 0.0, 0.0, 0.0, 0.24912381588865662, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8703009589164544, 0.6674708706105785, 0.9003022677311119, 0.7098627209430534, 0.6765271765271765, 0.5256785440661149, 0.5580863144713832, 0.8715953112392942, 0.6952933651581099, nan, nan, 0.045031133250311335, 0.002484600652207671, nan, 0.0, 0.00012048192771084337, nan, 0.0, 0.06457814361529297, 0.0, 0.0, nan, 0.0, 0.0, 0.31921376508543436, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.2849 | 39.0 | 780 | 2.4908 | 0.0808 | 0.1309 | 0.5406 | [0.4996363973049035, 0.562748187525463, 0.7637558719638761, 0.3001454923198887, 0.33839599925912206, 0.4014406401155553, 0.43236597123285, 0.46426275295109615, 0.42021813165495536, 0.0, 0.0, 0.028315515746893963, 0.0018116645314906117, 0.0, 0.0, 0.0011920371915603767, nan, 0.0, 0.048925, 0.0005528527200353826, 0.0, nan, 0.0, 0.0, 0.2635920690819625, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8645367796027489, 0.6329489900983539, 0.909992190211732, 0.6725516753217584, 0.6590909090909091, 0.5305768723545887, 0.47829184567887906, 0.8830115114187059, 0.7603469524656402, nan, nan, 0.03417185554171855, 0.0018116879755680935, nan, 0.0, 0.0012048192771084338, nan, 0.0, 0.05298927759124878, 0.000569130368796479, 0.0, nan, 0.0, 0.0, 0.32644282471024016, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.4933 | 40.0 | 800 | 2.4706 | 0.0809 | 0.1302 | 0.5482 | [0.495794074849236, 0.5900271151312656, 0.7581181099528568, 0.3116106394011599, 0.33441865008302674, 0.41394031162995165, 0.4494004044637917, 0.4770436098943571, 0.42628693535109385, 0.0, 0.0, 0.03414987329552311, 0.003760564472357913, 0.0, 0.0, 0.0, nan, 0.0, 0.05434462444771723, 0.0, 0.0, nan, 0.0, 0.0, 0.18193260957775403, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8665644222970605, 0.7009824354129458, 0.9140200161980794, 0.6666712040673259, 0.6175444925444925, 0.5321970886346223, 0.4953528789481638, 0.8907192005652974, 0.759364128484735, nan, nan, 0.04229140722291407, 0.0037657228635022515, nan, 0.0, 0.0, nan, 0.0, 0.05994801256363046, 0.0, 0.0, nan, 0.0, 0.0, 0.21876369140080457, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.2771 | 41.0 | 820 | 2.4933 | 0.0775 | 0.1276 | 0.5319 | [0.48299059186583054, 0.5430558630641086, 0.776831376721355, 0.30135402067339445, 0.31487108255924995, 0.4076952973183055, 0.4266459535434236, 0.48825860341547433, 0.40779315621087775, 0.0, 0.0, 0.037920631236945924, 0.0029244306418219463, 0.0, 0.0, 0.0, nan, 0.0, 0.061049791513367674, 0.0, 0.0, 0.0, 0.0, 0.0, 0.16603443483379388, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8797032131878548, 0.5890471839519906, 0.9292563346060396, 0.6863476420263124, 0.6542207792207793, 0.5138346374609075, 0.4669304173233446, 0.8694453771405375, 0.7317514547354955, nan, nan, 0.040697384806973845, 0.0029245820177027796, nan, 0.0, 0.0, nan, 0.0, 0.0673941297519766, 0.0, 0.0, nan, 0.0, 0.0, 0.2022244792289003, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.6721 | 42.0 | 840 | 2.4244 | 0.0834 | 0.1300 | 0.5459 | [0.47980217132599323, 0.6002294738140769, 0.7851006944014656, 0.27235436454695966, 0.3592708671061638, 0.4152900347050074, 0.46956372380625216, 0.5112520674244291, 0.43239727460451743, 0.0, 0.0, 0.06072284626592095, 0.001721103576789689, 0.0, 0.0, 0.0, nan, 0.0, 0.06814115308151093, 0.000714097793813658, 0.0, nan, 0.0, 0.0, 0.21658366927515613, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8760434432877517, 0.6714955708973867, 0.9173247136410968, 0.6258754347397006, 0.5996272246272246, 0.526030218917595, 0.5164349403052743, 0.8737001418254895, 0.741532893402599, nan, nan, 0.06435865504358655, 0.001721103576789689, nan, 0.0, 0.0, nan, 0.0, 0.07424455756525507, 0.0007208984671422067, 0.0, nan, 0.0, 0.0, 0.27283227785079855, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 2.0313 | 43.0 | 860 | 2.4699 | 0.0819 | 0.1307 | 0.5421 | [0.48501705696199593, 0.5661043751979826, 0.7788271078759038, 0.29177508630557486, 0.3345860943526852, 0.42704933866064804, 0.46661982764550397, 0.4725112755357722, 0.4063580684138161, 0.0, 0.0, 0.052201991209973986, 0.004499321223091344, 0.0, 0.0, 0.0, nan, 0.0, 0.0725688007126863, 0.00042405823733126017, 0.0, nan, 0.0, 0.0, 0.22708551982953282, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.8724370763228074, 0.6265116779798102, 0.9183804813143585, 0.6540458867328673, 0.6102092352092352, 0.527575076300883, 0.5126028195772793, 0.8836229145889817, 0.7607525623625216, nan, nan, 0.05798256537982566, 0.004503338682126404, nan, 0.0, 0.0, nan, 0.0, 0.0816094443842738, 0.0004553042950371832, 0.0, nan, 0.0, 0.0, 0.2843927988210459, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
| 1.614 | 44.0 | 880 | 2.4571 | 0.0822 | 0.1316 | 0.5449 | [0.49777478777844236, 0.5816524280740782, 0.7562878517990738, 0.28729261683784896, 0.33151202401430063, 0.40327332546446465, 0.4721756365299588, 0.4913914832812583, 0.42148164240712577, 0.0, 0.0, 0.0544650981411673, 0.0059000103508953525, 0.0, 0.0, 0.0, nan, 0.0, 0.08317360184398884, 0.0, 0.0, nan, 0.0, 0.0, 0.21453287197231835, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] | [0.856946887443301, 0.6553498425177289, 0.9210777507809789, 0.6992520095013169, 0.5909692159692159, 0.5449829814491516, 0.5181836827219931, 0.8772232273066688, 0.7566496622517589, nan, nan, 0.06261519302615193, 0.005900926548993219, nan, 0.0, 0.0, nan, 0.0, 0.09281923535145672, 0.0, 0.0, nan, 0.0, 0.0, 0.2629943840363245, nan, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 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, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan] |
The model card is truncated. Read the rest on Hugging Face.
- Library
- transformers
- Type
- segformer
- License
- other
- Created
- Nov 21, 2024
- Updated
- Sep 29, 2025