File size: 114,232 Bytes
9c139ff |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 |
---
license: other
base_model: nvidia/mit-b0
tags:
- generated_from_trainer
datasets:
- scene_parse_150
model-index:
- name: segformer-b0-scene-parse-150
results: []
---
<!-- 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](https://huggingface.co/nvidia/mit-b0) on the scene_parse_150 dataset.
It achieves the following results on the evaluation set:
- Loss: 2.1858
- Mean Iou: 0.0790
- Mean Accuracy: 0.1487
- Overall Accuracy: 0.5585
- Per Category Iou: [0.39946083955868833, 0.6931863563152424, 0.8856013192534284, 0.2809612853485767, 0.3286335700053321, 0.38266719751692085, 0.5326348118588471, nan, 0.20548785708170428, 0.0, 0.0, 0.0, 0.4152002040295843, 0.01700425106276569, 0.0, 0.0007944862653186883, 0.0, 0.0, 0.0, 0.0010346076250581967, 0.0, nan, 0.0, 0.00684602700841143, 0.0, 0.0, 0.0, nan, 0.1402944564188534, 0.0, 0.05702028778264367, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan]
- Per Category Accuracy: [0.8725965608555194, 0.8579027044719938, 0.9515903462512638, 0.9541864367550053, 0.575926581680831, 0.6245822502784998, 0.9146689309996352, nan, 0.30043392998706553, nan, 0.0, 0.0, 0.5437541750167001, 0.01701669440852958, 0.0, 0.0008361378791362696, 0.0, 0.0, 0.0, 0.0017671747294013696, 0.0, nan, 0.0, 0.0068794831997986495, 0.0, 0.0, nan, nan, 0.8845268909979868, nan, 0.07536471561041876, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, 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: 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 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|:-------------:|:----------------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| 4.909 | 1.0 | 20 | 4.9286 | 0.0069 | 0.0214 | 0.0999 | [0.14770211251096196, 0.015495906801007557, 0.5692483503520478, 0.04629655526033655, 0.006283550414048521, 0.021920465567410282, 0.03168867919012623, 0.0, 0.03431364315826601, 0.0, 0.003308311609451721, 0.0, 0.002239448751076658, 0.01245106050611559, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0017911687592478821, 0.0, 0.0, 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, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 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, nan, 0.0, 0.0, 0.0, 0.0010832280194981044, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.003616335303600215, 0.0, nan, 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, 0.0, nan, 0.0, 0.0, 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, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0001942124684404739, 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, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0] | [0.17281396246605216, 0.016108997176874924, 0.5983816478727864, 0.14367550052077305, 0.008911709159584514, 0.025476102063551005, 0.03241025886348823, nan, 0.04262110401802478, nan, 0.0068573412612299815, 0.0, 0.002481152781753984, 0.014385324996871932, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0021708125340828056, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.00475142982842059, nan, nan, nan, nan, nan, nan, nan, 0.017850511909182538, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.000484027105517909, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 4.6558 | 2.0 | 40 | 4.7029 | 0.0157 | 0.0534 | 0.2529 | [0.3404998035000116, 0.1697248274580773, 0.7439186751110503, 0.06009508908228201, 0.058379546501835286, 0.10828767254052196, 0.08309252217997465, 0.0, 0.04723353699932111, 0.0, 0.004242156429518339, 0.0, 0.02869154742587402, 0.010523767529525687, 0.0, 0.0004209861600799874, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.010917822315872005, 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, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, 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, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, 0.0] | [0.6982790732325114, 0.20183789533979787, 0.8424731125977123, 0.5456110403888439, 0.07227730563424614, 0.1504429473237494, 0.0882073299806854, nan, 0.05805899778862603, nan, 0.005208107287010113, 0.0, 0.03712186277316538, 0.011537834466389374, 0.0, 0.0005016827274817617, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.011682537019170268, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 4.3915 | 3.0 | 60 | 4.3693 | 0.0244 | 0.0669 | 0.3036 | [0.29231266622746016, 0.21563560110043029, 0.8273355650108397, 0.063226580092392, 0.17128934854539207, 0.19105043457218335, 0.11620672799182331, 0.0, 0.0012163230554035152, 0.0, 0.0007073993976999414, 0.0, 0.05575582792597933, 0.0005351095477763017, 0.0, 0.038575870434277515, 0.0, 0.0, 0.0, 0.0012064666613045927, 0.001256548551102863, nan, 0.0, 0.0001519741441322783, 0.0, 0.0, 0.0, nan, 0.00017071997268480437, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, nan, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, 0.0, 0.0, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan] | [0.8113516149350165, 0.2751605908105233, 0.899376120675382, 0.5995110519615785, 0.18636882278879446, 0.37692960585645324, 0.12509642350999517, nan, 0.001251721116535236, nan, 0.000759515646022308, 0.0, 0.07748830995323981, 0.0005421985963502072, 0.0, 0.04719998327724242, 0.0, 0.0, 0.0, 0.0026507620941020544, 0.005052467936261173, nan, 0.0, 0.00015730525609295693, 0.0, 0.0, nan, nan, 0.0007909117054932413, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.8635 | 4.0 | 80 | 3.9546 | 0.0304 | 0.0734 | 0.3193 | [0.2674083612941915, 0.21287374230057524, 0.8283058439708967, 0.08462994757938237, 0.1913816737548768, 0.180297325836609, 0.1539821016491248, 0.0, 0.003791982665222102, 0.0, 0.0, 0.0, 0.08181324225723823, 0.0, 0.0, 0.034338444650269286, 0.0, 0.0, 0.0, 0.0, 8.670394936489357e-05, nan, 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, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 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, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8093706189511897, 0.2978486968618305, 0.9015426129658399, 0.7779336882305289, 0.21423512747875353, 0.43249694976393827, 0.16359407047736366, nan, 0.003942921517085993, nan, 0.0, 0.0, 0.10058211661418075, 0.0, 0.0, 0.04184870085077029, 0.0, 0.0, 0.0, 0.0, 0.00015546055188495918, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.6339 | 5.0 | 100 | 3.7226 | 0.0346 | 0.0840 | 0.3509 | [0.2843907989262714, 0.2811571185479297, 0.8261793546524662, 0.10319984854402713, 0.2626968685899411, 0.1830228622117734, 0.10298402778173772, 0.0, 0.010589838427097528, 0.0, 0.0, 0.0, 0.044127281235376695, 4.4784976133339805e-05, 0.0, 0.03927989772866575, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.002168089475384888, 0.0, 0.0, 0.0, nan, 0.037383098686653835, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.7846166349481555, 0.4056135182684833, 0.9477012283835149, 0.8752893183659298, 0.29351589549889834, 0.44601082170707124, 0.10799433119457517, nan, 0.011348938123252807, nan, 0.0, 0.0, 0.04499475140757706, 4.5499182910506896e-05, 0.0, 0.04688643157256631, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.002181299551155669, 0.0, 0.0, nan, nan, 0.31844981305723324, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.8143 | 6.0 | 120 | 3.6413 | 0.0398 | 0.0977 | 0.3591 | [0.2894843214596141, 0.2699065234482688, 0.8215728166272065, 0.09918787445285969, 0.4665258267200923, 0.22122580365360614, 0.18275256534691794, 0.0, 0.01323316145665485, 0.0, 0.0, 0.0, 0.06081981526584256, 0.00021179870046368786, 0.0, 0.022314846835696473, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.003557048380030459, 0.0, 0.0, 0.0, nan, 0.05472403035088395, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, 0.0, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.7420980271311792, 0.34609876846282883, 0.9767075658138085, 0.9067092929059136, 0.5886547843877872, 0.6088403798206992, 0.19478445981905268, nan, 0.013706346226060834, nan, 0.0, 0.0, 0.06315010974329612, 0.0002123295202490322, 0.0, 0.025627625995526662, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.003576072821846554, 0.0, 0.0, nan, nan, 0.5107851596203624, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.632 | 7.0 | 140 | 3.4941 | 0.0413 | 0.0908 | 0.3773 | [0.2963549749568812, 0.3286079008543356, 0.8226958917680567, 0.09955828792153332, 0.40954912167581425, 0.16468480208503014, 0.1975141568821027, 0.0, 0.008804653028479744, 0.0, 0.0, 0.0, 0.10400051730827262, 0.0, 0.0, 0.0008337154529159198, 0.0, 0.0, 0.0, 3.5513885929398395e-05, 0.0, nan, 0.0, 0.0007232931853202931, 0.0, 0.0, nan, nan, 0.045688095792966454, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, 0.0, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8361225305276561, 0.4379378912483123, 0.9361325118276388, 0.9403280870269645, 0.5123150771167768, 0.3351944193941966, 0.21295094808976806, nan, 0.009158426169316143, nan, 0.0, 0.0, 0.11511117473041321, 0.0, 0.0, 0.0008361378791362696, 0.0, 0.0, 0.0, 4.417936823503424e-05, 0.0, nan, 0.0, 0.0007236041780276019, 0.0, 0.0, nan, nan, 0.2960166810468795, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.274 | 8.0 | 160 | 3.2610 | 0.0438 | 0.1003 | 0.3897 | [0.25123313168915773, 0.25788310207713483, 0.8248656274996532, 0.2258820943098963, 0.28944750131906233, 0.15437569760777098, 0.440556145665858, 0.0, 0.048512638717632554, 0.0, 0.0, 0.0, 0.005358702580203489, 0.0, 0.0, 0.01048637605020118, 0.0, 0.0, 0.0, 0.0005200980756371201, 0.0, nan, 0.0, 0.0009745771592647707, 0.0, 0.0, 0.0, nan, 0.0725494335374006, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8592883314257076, 0.364276420768381, 0.9844752332942308, 0.8918238629788219, 0.37772466163046897, 0.33933213092143655, 0.6373997643977493, nan, 0.05253056285726207, nan, 0.0, 0.0, 0.005415593090943792, 0.0, 0.0, 0.01051443383013859, 0.0, 0.0, 0.0, 0.0006185111552904793, 0.0, nan, 0.0, 0.0009752925877763329, 0.0, 0.0, nan, nan, 0.5930399769916594, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.229 | 9.0 | 180 | 3.3935 | 0.0503 | 0.1127 | 0.4279 | [0.34257626013049014, 0.4261021173075757, 0.8411861958118748, 0.12983388627376052, 0.43113824277364293, 0.26354761179816405, 0.24080698686839852, 0.0, 0.10883192930145671, 0.0, 0.0, 0.0, 0.1575503570970363, 0.0, 0.0, 0.010892268388254992, 0.0, 0.0, 0.0, 0.012493835278645405, 0.0, nan, 0.0, 9.32111231940345e-05, 0.0, 0.0, 0.0, nan, 0.05509141467238151, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, 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, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.7753956912490773, 0.5635677754592693, 0.9660829467113352, 0.9731512556417081, 0.6370298237330815, 0.5395204498435097, 0.32282890134006254, nan, 0.1264029707514499, nan, 0.0, 0.0, 0.17578013169195533, 0.0, 0.0, 0.013190075043374652, 0.0, 0.0, 0.0, 0.016788159929313012, 0.0, nan, 0.0, 9.438315365577415e-05, 0.0, 0.0, nan, nan, 0.636755823986195, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.8495 | 10.0 | 200 | 3.2413 | 0.0510 | 0.1077 | 0.4364 | [0.31198939599014575, 0.4091475753522735, 0.8561428136627058, 0.18137869688447875, 0.32619563774720167, 0.16625047010154193, 0.3796675994300802, 0.0, 0.052803523905662106, 0.0, 0.0, 0.0, 0.08171300369523139, 0.0, 0.0, 0.012461535521110071, 0.0, 0.0, 0.0, 0.010808189281878962, 0.0, nan, 0.0, 0.00011532453372194207, 0.0, 0.0, nan, nan, 0.06807380486441152, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8679911684828618, 0.5602193036291477, 0.9711028678721523, 0.9498032635111677, 0.4351392823418319, 0.29312768553392393, 0.5752282770538956, nan, 0.06002002753786456, nan, 0.0, 0.0, 0.08862964023284664, 0.0, 0.0, 0.013629047429921194, 0.0, 0.0, 0.0, 0.013783962889330682, 0.0, nan, 0.0, 0.00011535718780150174, 0.0, 0.0, nan, nan, 0.6653005464480874, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.5916 | 11.0 | 220 | 3.1224 | 0.0449 | 0.1005 | 0.4075 | [0.3024854899197416, 0.4127636380410847, 0.8623716457118417, 0.13850059056341824, 0.277210674300162, 0.2352297715747431, 0.14195107097353216, 0.0, 0.010544567430794976, 0.0, 0.0, 0.0, 0.04162479257718466, 0.0, 0.0, 0.0005652911249293386, 0.0, 0.0, 0.0, 0.02179373236987519, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.06969305782813541, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8169390395047849, 0.556473139396915, 0.9517594383324702, 0.9668875130193265, 0.3753049260308467, 0.5561110816402313, 0.21185665337168347, nan, 0.010910835732465473, nan, 0.0, 0.0, 0.04248974138753698, 0.0, 0.0, 0.0005852965153953887, 0.0, 0.0, 0.0, 0.02491716368455931, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.6094334196146103, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.8362 | 12.0 | 240 | 2.9643 | 0.0493 | 0.1085 | 0.4033 | [0.2693475470401877, 0.30848060799806987, 0.7995853802890694, 0.17903048749392747, 0.2621472510112736, 0.32138557981358085, 0.43107923551821353, nan, 0.0022206072351421188, 0.0, 0.0, 0.0, 0.03896961690885073, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.005127865815330665, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.09482458821173768, 0.0, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.857656126187751, 0.41850169796653164, 0.8709334235157766, 0.9649201481310034, 0.43091949952785646, 0.6479497108906689, 0.6455142886187369, nan, 0.002294822046981266, nan, 0.0, 0.0, 0.0394121576486306, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0068478020764303075, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.6469657750934714, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.6375 | 13.0 | 260 | 2.8935 | 0.0587 | 0.1188 | 0.5149 | [0.3975522502118301, 0.5775168937744934, 0.8670301841450454, 0.2264950631365112, 0.2565006693945279, 0.17248036682118473, 0.4889088950825872, 0.0, 0.04468985827351371, 0.0, 0.0, 0.0, 0.17130036753929062, 0.0, 0.0, 0.0052201626492783355, 0.0, 0.0, 0.0, 0.0002885794675708823, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.08022440186462362, 0.0, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9231034926483038, 0.8310969272943005, 0.9684889861168355, 0.9709524360606411, 0.40141052880075545, 0.2274813007267519, 0.7111779514563688, nan, 0.050652981182459214, nan, 0.0, 0.0, 0.1812434392594713, 0.0, 0.0, 0.005957482388845921, 0.0, 0.0, 0.0, 0.0003534349458802739, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7845125107851596, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.9123 | 14.0 | 280 | 2.8872 | 0.0583 | 0.1211 | 0.4734 | [0.3289843161881951, 0.48039231229854173, 0.8810012362924072, 0.19871831040288884, 0.2679261516400789, 0.332022835323155, 0.45768162104839044, 0.0, 0.05969380244369204, 0.0, 0.0, 0.0, 0.16004082095475677, 0.0, 0.0, 0.0002602327224060374, 0.0, 0.0, 0.0, 0.0027345316658766907, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.09343576579654475, 0.0, 5.403068943159715e-05, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.839095717662357, 0.6446577472280185, 0.9664915859075841, 0.968015854646453, 0.3675735757003462, 0.7011166516365179, 0.7200279852419706, nan, 0.06767638836733843, nan, 0.0, 0.0, 0.1683605305849795, 0.0, 0.0, 0.00029264825769769435, 0.0, 0.0, 0.0, 0.0033134526176275677, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7275668679896462, nan, 5.9063256747977086e-05, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.0522 | 15.0 | 300 | 2.7923 | 0.0637 | 0.1294 | 0.4834 | [0.335407600315252, 0.49690289715388636, 0.8676657213524468, 0.20332953770441564, 0.2667913005546208, 0.4186887867279632, 0.47028972030015825, 0.0, 0.14157938487115546, 0.0, 0.0, 0.0, 0.19795775759078513, 0.0, 0.0, 0.003256003256003256, 0.0, 0.0, 0.0, 0.010765304625854332, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.0888368994817306, 0.0, 0.00034283755213987773, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8286489268758508, 0.6564428624033386, 0.944150294678179, 0.9789954866334915, 0.42111268492288323, 0.8333908015489895, 0.7409092811739451, nan, 0.17766095047356784, nan, 0.0, 0.0, 0.2095142666284951, 0.0, 0.0, 0.00384623424402684, 0.0, 0.0, 0.0, 0.016213828142257566, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7863100373885533, nan, 0.0003543795404878625, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 3.2895 | 16.0 | 320 | 2.7488 | 0.0642 | 0.1266 | 0.4963 | [0.3632318279582041, 0.5460509419142491, 0.8821769986065654, 0.2110990648716034, 0.26525718294588474, 0.27683705436808503, 0.48419447251204384, 0.0, 0.16902081650816672, 0.0, 0.0, 0.0, 0.24402748085265363, 0.0, 0.0, 0.003101244279717106, 0.0, 0.0, 0.0, 0.012026434340828356, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.07504124109367871, 0.0, 0.00022935779816513763, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8709846735250892, 0.7167988216521419, 0.9590022158108141, 0.9773897697025807, 0.4091025338369531, 0.46290647710996763, 0.7650794410127308, nan, 0.21394000083448075, nan, 0.0, 0.0, 0.2804895505296307, 0.0, 0.0, 0.003428165304458705, 0.0, 0.0, 0.0, 0.02677269715043075, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7686223756111591, nan, 0.00023625302699190835, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.3271 | 17.0 | 340 | 2.7678 | 0.0594 | 0.1217 | 0.4730 | [0.3241398680665009, 0.49293355554536233, 0.8635622757230014, 0.20733845862573055, 0.2880593810385547, 0.2748375509973202, 0.47035766409522545, nan, 0.05598078405363257, 0.0, 0.0, 0.0, 0.19855522549284363, 0.0, 0.0, 0.00021344303011487116, 0.0, 0.0, 0.0, 0.0032071516957498927, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.08502431269870955, 0.0, 0.00150233696861785, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8753936594583246, 0.6331524896689988, 0.9444004100482969, 0.9663667399606527, 0.46189408246773683, 0.5154898944353085, 0.7419557378715669, nan, 0.06515208411565904, nan, 0.0, 0.0, 0.21049241339822503, 0.0, 0.0, 0.00022993791676247414, 0.0, 0.0, 0.0, 0.005610779765849348, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7845125107851596, nan, 0.0015947079321953813, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.4689 | 18.0 | 360 | 2.6949 | 0.0592 | 0.1216 | 0.4979 | [0.34986377500203464, 0.5681661213515177, 0.8862732617759476, 0.20648151318308158, 0.2864966021077129, 0.23418461717110556, 0.4766766766766767, 0.0, 0.06787305428744293, 0.0, 0.0, 0.0, 0.14375013953073024, 0.0, 0.0, 0.00013627426168551793, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.09256175995808014, 0.0, 0.004454217410915652, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9170995509742437, 0.7175942064563643, 0.9712261641813653, 0.9596545538710798, 0.46983199559332706, 0.3744363694233728, 0.7688407053716118, nan, 0.07723119289022405, nan, 0.0, 0.0, 0.15361675732417215, 0.0, 0.0, 0.00014632412884884718, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7874604544147253, nan, 0.004665997283090189, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.2362 | 19.0 | 380 | 2.6067 | 0.0602 | 0.1214 | 0.4911 | [0.32960529210730893, 0.5342615979753341, 0.8814830522297981, 0.2356020942408377, 0.25281496447071117, 0.2930869414502897, 0.4852961816610402, nan, 0.05348884343964771, 0.0, 0.0, 0.0, 0.13517386534112535, 0.0, 0.0, 0.0009062432278019661, 0.0, 0.0, 0.0, 0.004920279023418037, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1008764796241077, 0.0, 0.0008588114050154586, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.913147717960353, 0.6968471011824393, 0.9518510298764571, 0.9614772595764379, 0.3951054453887315, 0.470943186037876, 0.7856916480796025, nan, 0.0605624400216965, nan, 0.0, 0.0, 0.14402614753316156, 0.0, 0.0, 0.00096155856100671, 0.0, 0.0, 0.0, 0.006980340181135409, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8027034800115042, nan, 0.0008859488512196563, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.5811 | 20.0 | 400 | 2.5266 | 0.0635 | 0.1288 | 0.5311 | [0.4008095937926087, 0.6475310788957535, 0.8097576277902523, 0.24627530973353928, 0.23511858764786303, 0.37702975200764144, 0.5012659357328485, nan, 0.07948888631627692, 0.0, 0.0, 0.0, 0.18806181641057432, 0.0, 0.0, 0.009231504808841648, 0.0, 0.0, 0.0, 0.01434927000438624, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.10791218864288989, 0.0, 0.0032009145470134324, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8949056233195397, 0.8866478458328219, 0.8638738291254064, 0.9710681634070131, 0.3890659427132515, 0.565354623096918, 0.8062261183632221, nan, 0.11459506821880085, nan, 0.0, 0.0, 0.20264338200209944, 0.0, 0.0, 0.010493530383160183, 0.0, 0.0, 0.0, 0.030351225977468522, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8295225769341387, nan, 0.003307542377886717, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7144 | 21.0 | 420 | 2.4945 | 0.0633 | 0.1283 | 0.5347 | [0.39923902522896687, 0.6607237989227377, 0.8804369344342906, 0.21424294516446796, 0.27444522135943766, 0.31031040672474935, 0.4714197073111673, 0.0, 0.10434782608695652, 0.0, 0.0, 0.0, 0.22638602582185094, 0.0, 0.0, 0.001971128761087599, 0.0, 0.0, 0.0, 0.003863316462519841, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.11813450286096056, 0.0, 0.006928535508744483, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.912108118358584, 0.8626504643836177, 0.9713529832422702, 0.9627357944682329, 0.440126298394712, 0.4699883295315898, 0.7450771687067589, nan, 0.12817624233320815, nan, 0.0, 0.0, 0.2489025670388396, 0.0, 0.0, 0.0021321515917974874, 0.0, 0.0, 0.0, 0.005699138502319417, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7882513661202186, nan, 0.007323843836749159, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.5633 | 22.0 | 440 | 2.4229 | 0.0715 | 0.1341 | 0.5584 | [0.4121677134302198, 0.7089849747061636, 0.882229050970384, 0.27579188032255014, 0.26323246990491356, 0.277480475068164, 0.5168434344289211, nan, 0.12276376719858746, 0.0, 0.0, 0.0, 0.261588579491223, 0.0, 0.0, 0.0016543080126895156, 0.0, 0.0, 0.0, 0.009108981396314868, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.11610693216077886, 0.0, 0.014293248945147679, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9173636837720872, 0.9220604721574404, 0.9547326407603507, 0.97021467422752, 0.4422214353163362, 0.3981486393294785, 0.9129527420155354, nan, 0.1537530771477448, nan, 0.0, 0.0, 0.30076820307281227, 0.0, 0.0, 0.0017767929931645728, 0.0, 0.0, 0.0, 0.013563066048155511, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8334771354616048, nan, 0.01600614257870179, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.1775 | 23.0 | 460 | 2.4552 | 0.0648 | 0.1294 | 0.5068 | [0.3409449893722821, 0.5853410588628771, 0.8931509181882482, 0.1927838339325061, 0.3145694366613038, 0.3944627610625941, 0.4814561534672936, nan, 0.06929615902343678, 0.0, 0.0, 0.0, 0.1495581550956369, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0058733139832678844, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.13518214454679542, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8288893554482469, 0.7246561106337711, 0.9608446149456263, 0.9619112371253327, 0.5135052722694365, 0.858402737255318, 0.812516818054069, nan, 0.07839946593232361, nan, 0.0, 0.0, 0.1546426185704743, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.007598851336425889, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.6985188380788036, nan, 0.0, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7916 | 24.0 | 480 | 2.4189 | 0.0694 | 0.1360 | 0.5440 | [0.3864424358097159, 0.6750370411877158, 0.8812932846945642, 0.25736817325800376, 0.2798115407830199, 0.3568228211604332, 0.5011663500286864, 0.0, 0.15817993340453604, 0.0, 0.0, 0.0, 0.25930487423024734, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.010824188185886058, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.10704264225585354, 0.0, 0.014572251773049645, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9084745992292741, 0.8477820056462502, 0.9642475930799066, 0.948935308413378, 0.46967461441611585, 0.5470929924141955, 0.8723203233850183, nan, 0.21010138941043935, nan, 0.0, 0.0, 0.29635461398988455, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.019129666445769824, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8365688812194421, nan, 0.015533636524717972, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.9389 | 25.0 | 500 | 2.5180 | 0.0690 | 0.1368 | 0.5114 | [0.3532740128826207, 0.5631071744859385, 0.872962728587664, 0.2534687277373831, 0.34130389570585723, 0.26816276896173985, 0.510815424713544, 0.0, 0.22312163013794553, 0.0, 0.0, 0.0, 0.3080239612346904, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.008859570984905024, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1253862505752668, 0.0, 0.03279210442534225, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9349285148286862, 0.6857673581277361, 0.9524851251809814, 0.9727606758477028, 0.6134029745042493, 0.3538671688504589, 0.8695875764660859, nan, 0.33237368047732296, nan, 0.0, 0.0, 0.385198969367306, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0162580075104926, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8227638769053782, nan, 0.03650109267024984, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.4744 | 26.0 | 520 | 2.3330 | 0.0747 | 0.1431 | 0.5593 | [0.41465695270192565, 0.6924217634627868, 0.8900483236220293, 0.2567788082864454, 0.3067090060639333, 0.4190403755407804, 0.5330387692395333, 0.0, 0.2258192856300837, 0.0, 0.0, 0.0, 0.28217614305386474, 0.0005839061806848385, 0.0, 0.0011154704208016, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.12622118433456167, 0.0, 0.03453882814690216, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8424413997683758, 0.9024900781473754, 0.9648218016056702, 0.9856498090498785, 0.4835831759521561, 0.6795262850777147, 0.8952466946917736, nan, 0.31971043518170816, nan, 0.0, 0.0, 0.3373174921271114, 0.0005839061806848385, 0.0, 0.0012123999247475909, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8472102387115329, nan, 0.03638296615675388, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.0319 | 27.0 | 540 | 2.3834 | 0.0740 | 0.1426 | 0.5498 | [0.4064574488960787, 0.6763048465912419, 0.8874813347257059, 0.2585853094539858, 0.28926809075438104, 0.3765360173868491, 0.5247718175673045, 0.0, 0.21541755304641902, 0.0, 0.0, 0.0, 0.3151232511658894, 0.0, 0.0, 0.0018426594464500603, 0.0, 0.0, 0.0, 0.0027691167171794255, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.09907725861924335, 0.0, 0.0876253116214926, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8627389893872797, 0.8693294055071397, 0.9610137070268328, 0.9770715195000579, 0.43303430909663204, 0.6042782876239987, 0.8866717295238323, nan, 0.32955730796511873, nan, 0.0, 0.0, 0.3949565798263193, 0.0, 0.0, 0.0020485378038838605, 0.0, 0.0, 0.0, 0.005610779765849348, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8492234685073339, nan, 0.09757250014765814, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8524 | 28.0 | 560 | 2.3661 | 0.0727 | 0.1414 | 0.5432 | [0.38310263552603385, 0.6517675869142056, 0.8826119023065777, 0.2783272623022699, 0.32548812780872644, 0.3483165643102923, 0.5195857831526737, 0.0, 0.20522557477194867, 0.0, 0.0, 0.0, 0.2848389795064826, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0020832324015309335, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.12955504824259131, 0.0, 0.05968176254589963, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9081799895701408, 0.815403625056258, 0.9527528543095583, 0.9549965281796089, 0.5827628265659427, 0.530276908386823, 0.8920056688054249, nan, 0.3111778695706597, nan, 0.0, 0.0, 0.3249594426949136, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0037994256682129445, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8650417026171987, nan, 0.07199810997578407, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7943 | 29.0 | 580 | 2.4073 | 0.0692 | 0.1367 | 0.5276 | [0.3610902311099996, 0.6255981803183668, 0.8746864524380074, 0.24724253224087886, 0.3052058098228156, 0.37059266461484475, 0.4997683928636051, 0.0, 0.1312295278421347, 0.0, 0.0, 0.0, 0.2631764974946462, 0.0022863339412529716, 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, 0.13085631349782292, 0.0, 0.060798250410060144, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8702904783512695, 0.7931164845955566, 0.934815002694905, 0.9734405740076381, 0.5526931853950268, 0.6722852899050449, 0.8258098079901454, nan, 0.1713397588350649, nan, 0.0, 0.0, 0.3019849222254032, 0.0022863339412529716, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8103249928098936, nan, 0.06567834150375051, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.4998 | 30.0 | 600 | 2.3347 | 0.0725 | 0.1406 | 0.5455 | [0.38869106189705055, 0.666124329671474, 0.8833524819176437, 0.26723665990403506, 0.299215663490588, 0.34407626329146457, 0.5122859194623598, 0.0, 0.17310049019607843, 0.0, 0.0, 0.0, 0.320267278672543, 0.0004132842447704377, 0.0, 3.990502603802949e-05, 0.0, 0.0, 0.0, 0.001539603552085338, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1220690664937564, 0.0, 0.08027714107105648, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8948886917299343, 0.8375598379771695, 0.9533904723657743, 0.9603633838676079, 0.5065805004721435, 0.5681794069280144, 0.9043478780848049, nan, 0.23574081028080277, nan, 0.0, 0.0, 0.37620479053344785, 0.0004132842447704377, 0.0, 4.180689395681348e-05, 0.0, 0.0, 0.0, 0.0024740446211619174, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8392292205924647, nan, 0.09101647864863269, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.1749 | 31.0 | 620 | 2.3090 | 0.0746 | 0.1429 | 0.5528 | [0.41125325188590195, 0.6889393008325427, 0.8897198527195775, 0.25657889720068017, 0.3181346521100796, 0.3563458736824064, 0.5154737394245832, 0.0, 0.20397505373739822, 0.0, 0.0, 0.0, 0.33862907881900894, 0.0002843698931906681, 0.0, 0.0, 0.0, 0.0, 0.0, 0.002905558266424167, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1347238201556039, 0.0, 0.05829317581221825, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9073638869511625, 0.8568667403134078, 0.9567899277483628, 0.9734839717625274, 0.5669558545797923, 0.5514561561720863, 0.8638410342580024, nan, 0.2811157007552051, nan, 0.0, 0.0, 0.4057877660082069, 0.0002843698931906681, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0057874972387894855, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8503738855335059, nan, 0.06644616384147421, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8221 | 32.0 | 640 | 2.3500 | 0.0756 | 0.1476 | 0.5465 | [0.3979190127701221, 0.6724180057499817, 0.890711602616302, 0.2586855863729053, 0.33813650837602105, 0.3842745314139485, 0.5303178237740661, 0.0, 0.21883613439439129, 0.0, 0.000434008940584176, 0.0, 0.38498047921610656, 0.002161211188249078, 0.0, 0.001580210304531887, 0.0, 0.0, 0.0, 0.0010171999260218236, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.11299611754098662, 0.0, 0.03784106751643099, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8591291744834172, 0.8107180557260342, 0.9556098059316093, 0.9762903599120473, 0.6005960812086875, 0.6751100737361413, 0.9126657138927591, nan, 0.3229857721033087, nan, 0.000434008940584176, 0.0, 0.4799122053631072, 0.002161211188249078, 0.0, 0.001693179205250946, 0.0, 0.0, 0.0, 0.0019438922023415064, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8830888697152718, nan, 0.04488807512846258, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7748 | 33.0 | 660 | 2.4000 | 0.0730 | 0.1428 | 0.5395 | [0.3876943919569325, 0.6585000378669033, 0.8819188191881919, 0.27033943042744135, 0.34384993477578835, 0.27908085430968727, 0.5329543735731849, 0.0, 0.16206183700261048, 0.0, 0.0012803263747233192, 0.0, 0.3883558211614484, 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, 0.10984305607162446, 0.0, 0.0729481845688351, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.920607776340474, 0.7968839245530052, 0.9370766092810416, 0.9704461289202638, 0.6144849700975763, 0.4269932629568723, 0.9060042695433262, nan, 0.22405807985980725, nan, 0.0012803263747233192, 0.0, 0.49921271113655885, 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, nan, 0.8927236123094622, nan, 0.09113460516212864, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.2319 | 34.0 | 680 | 2.3812 | 0.0684 | 0.1348 | 0.5097 | [0.34195783623935533, 0.5766005039684143, 0.8701187763073381, 0.23994252873563218, 0.32834564721299625, 0.31421789813922213, 0.5085253790785953, 0.0, 0.14144705621816572, 0.0, 0.0, 0.0, 0.3012999359332052, 0.00030711948464592155, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0005808374160311127, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.13388660043615216, 0.0, 0.07374490821562715, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9014175126817606, 0.7003003150443926, 0.9401343577495254, 0.9566601087837056, 0.5717756531318854, 0.514402418969816, 0.8795797429902351, nan, 0.186548170400968, nan, 0.0, 0.0, 0.3478146769729936, 0.00030711948464592155, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0010161254694057876, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.7945786597641645, nan, 0.08233417990668006, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.057 | 35.0 | 700 | 2.2630 | 0.0787 | 0.1476 | 0.5632 | [0.4150152726449958, 0.7111835222784432, 0.8842205729895177, 0.27200706733920377, 0.34766182564908016, 0.3679593520649672, 0.5360386188143118, nan, 0.1908123563048989, 0.0, 0.0, 0.0, 0.3703461412656572, 0.00461816706541645, 0.0, 0.02048062775870525, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0004165061382592126, 0.0, 0.0, 0.0, nan, 0.12789570663229985, 0.0, 0.0775473399458972, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8944247661747475, 0.8722687287754184, 0.9464436060295418, 0.9665403309802106, 0.6444759206798867, 0.5618402206779481, 0.9335888680926383, nan, 0.270100554929695, nan, 0.0, 0.0, 0.45920412253077586, 0.00461816706541645, 0.0, 0.021823198645456635, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0004194806829145518, 0.0, 0.0, nan, nan, 0.8633879781420765, nan, 0.08635048136554249, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.0864 | 36.0 | 720 | 2.2760 | 0.0750 | 0.1443 | 0.5476 | [0.38576242185917015, 0.6770829035199223, 0.8819556180181127, 0.2664531895171484, 0.34817881721031724, 0.3541677343778599, 0.5206278152758094, 0.0, 0.17352213980669814, 0.0, 0.0, 0.0, 0.34617501375894333, 0.006229596460163569, 0.0, 0.016889901410110375, 0.0, 0.0, 0.0, 0.0017801753202966958, 0.0, nan, 0.0, 0.0005939232276080523, 0.0, 0.0, 0.0, nan, 0.14828280780875888, 0.0, 0.07105249162367708, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8703514320738488, 0.8325174911010188, 0.946172354149273, 0.9605659067237589, 0.6121144161158325, 0.6415309532650788, 0.8874311580986779, nan, 0.24158217549130054, nan, 0.0, 0.0, 0.4201736806947228, 0.006229596460163569, 0.0, 0.017976964401429797, 0.0, 0.0, 0.0, 0.0029158383035122596, 0.0, nan, 0.0, 0.0005977599731532363, 0.0, 0.0, nan, nan, 0.8416019557089445, nan, 0.07890851101529739, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.6902 | 37.0 | 740 | 2.3264 | 0.0750 | 0.1448 | 0.5450 | [0.3837346587342268, 0.6615441403471094, 0.8862059896775042, 0.2838254700005141, 0.34012193169080135, 0.3449617041646721, 0.5235060218965762, 0.0, 0.19082870019048798, 0.0, 0.0, 0.0, 0.3781247625560368, 0.006233388058739445, 0.0, 0.0015046115366578084, 0.0, 0.0, 0.0, 0.0018040727560300514, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.12198933995912316, 0.0, 0.075321203759593, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.9025079070523457, 0.8066069309766376, 0.9496457873173894, 0.9583092234695059, 0.5849759993704753, 0.5351838098774601, 0.9258391087776788, nan, 0.2570617932991196, nan, 0.0, 0.0, 0.474902185323027, 0.006233388058739445, 0.0, 0.0016095654173373189, 0.0, 0.0, 0.0, 0.0032250938811574995, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8754673569168824, nan, 0.10318350953871597, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8831 | 38.0 | 760 | 2.3199 | 0.0746 | 0.1458 | 0.5348 | [0.36888433658545683, 0.6288994959960137, 0.8882226632397436, 0.26618639249690884, 0.35004217307376606, 0.37373784665324533, 0.5191791382913254, 0.0, 0.18990354698195394, 0.0, 0.0, 0.0, 0.3720430107526882, 0.009720331947061343, 0.0, 0.015266417851187167, 0.0, 0.0, 0.0, 0.0004735409020954185, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1253231461614946, 0.0, 0.07032442748091602, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8707679491781406, 0.7560050734421668, 0.9617570076338029, 0.9685221617868303, 0.6082389046270066, 0.6351917670150125, 0.918137187483182, nan, 0.25466266115909375, nan, 0.0, 0.0, 0.4870216623723638, 0.009721658748544974, 0.0, 0.016074750726394783, 0.0, 0.0, 0.0, 0.0008835873647006848, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.860943341961461, nan, 0.08705924044651822, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8662 | 39.0 | 780 | 2.3217 | 0.0771 | 0.1489 | 0.5480 | [0.3834502194083072, 0.661919106838203, 0.885799778449276, 0.28496603293432743, 0.3393920717187281, 0.36557268560503936, 0.5401261152050701, 0.0, 0.2107606729873404, 0.0, 0.0, 0.0, 0.4214065023523629, 0.008295923319582626, 0.0, 0.017792515395547135, 0.0, 0.0, 0.0, 0.0029333333333333334, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.13100771071523531, 0.0, 0.06466709210806211, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8874218607139712, 0.8076772636144184, 0.9521187590050341, 0.9460131929174864, 0.595815627950897, 0.5934035329690732, 0.9112066542686463, nan, 0.32092043226102557, nan, 0.0, 0.0, 0.5726930050577346, 0.008296017684015758, 0.0, 0.019628336712723928, 0.0, 0.0, 0.0, 0.005345703556439143, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8856773080241588, nan, 0.08977615025692516, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.632 | 40.0 | 800 | 2.2847 | 0.0754 | 0.1464 | 0.5384 | [0.3691191572721807, 0.6356839666835946, 0.8816823565534948, 0.2592789723937265, 0.35425509630331964, 0.36692736766267814, 0.527195988501106, 0.0, 0.19229245096096692, 0.0, 0.0, 0.0, 0.39708826886730664, 0.02349087434884479, 0.0, 0.00283862135609599, 0.0, 0.0, 0.0, 0.00041728099702339555, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.1552199796718455, 0.0, 0.05550952775476388, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8690510859921573, 0.7661748700953316, 0.9508611366510609, 0.9513221849322995, 0.632121498268807, 0.6551641822714975, 0.9134909197457409, nan, 0.2834522468394042, nan, 0.0, 0.0, 0.5062505964309572, 0.023492744776125063, 0.0, 0.00294738602395535, 0.0, 0.0, 0.0, 0.0006626905235255136, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.845484613172275, nan, 0.06727304943594589, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.0311 | 41.0 | 820 | 2.2484 | 0.0784 | 0.1475 | 0.5578 | [0.4022691160395879, 0.6912914348137781, 0.8835763680342907, 0.27787668586976605, 0.3220224400562637, 0.38066249598973373, 0.5275095699874028, nan, 0.18799361332078807, 0.0, 0.0, 0.0, 0.4009201077199282, 0.01694042063155343, 0.0, 0.007197378638937818, 0.0, 0.0, 0.0, 0.0018447532343076186, 0.0, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.14462287336848886, 0.0, 0.06476596156638753, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8735955246422356, 0.8616668712409475, 0.9483811194600327, 0.9573255410253443, 0.5809922883223166, 0.6294228422895337, 0.9039591941685453, nan, 0.27510743939583593, nan, 0.0, 0.0, 0.5114514743773261, 0.01695602883131557, 0.0, 0.007943309851794561, 0.0, 0.0, 0.0, 0.0034018113540976364, 0.0, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8715846994535519, nan, 0.07902663752879334, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7692 | 42.0 | 840 | 2.1817 | 0.0788 | 0.1464 | 0.5651 | [0.40730734613833636, 0.7010763655609266, 0.8906714436054011, 0.28648669708487373, 0.3011520802230923, 0.38409225564361704, 0.5392572118052696, nan, 0.18178499726227415, 0.0, 0.0, 0.0, 0.40653712908570566, 0.0217358359033424, 0.0, 0.0027130639929224417, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.00045094173413314317, 0.0, 0.0, 0.0, nan, 0.14288054863134736, 0.0, 0.06775351480705953, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8995516515072501, 0.8931794934740804, 0.9510830700076444, 0.9573400069436407, 0.5258105130626377, 0.5932178664261842, 0.9006344517463868, nan, 0.249342846413819, nan, 0.0, 0.0, 0.5151254890733848, 0.021752401029798172, 0.0, 0.00288467568302013, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.00045094173413314317, 0.0, 0.0, nan, nan, 0.8778400920333621, nan, 0.08026696592050085, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7135 | 43.0 | 860 | 2.1780 | 0.0793 | 0.1489 | 0.5648 | [0.4132380077485322, 0.7030078883184999, 0.8928738612221382, 0.28576935927420394, 0.3156578631863803, 0.38913170163170163, 0.5340728621888776, nan, 0.21485069066315127, 0.0, 0.0, 0.0, 0.3909633639869475, 0.017213555675094135, 0.0, 0.006015095950482178, 0.0, 0.0, 0.0, 0.0006830062784038669, 0.0, nan, 0.0, 0.002647745230395697, 0.0, 0.0, 0.0, nan, 0.13539524191863087, 0.0, 0.0603385200721916, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8758914481927221, 0.8778920666093859, 0.9608516604490099, 0.9650792732322648, 0.5438503305004722, 0.6376054320725691, 0.9330746093726642, nan, 0.31280510702215547, nan, 0.0, 0.0, 0.5030775837389064, 0.017229023928778613, 0.0, 0.0064800685633060896, 0.0, 0.0, 0.0, 0.0011486635741108902, 0.0, nan, 0.0, 0.00265321531943454, 0.0, 0.0, nan, nan, 0.8851020995110728, nan, 0.07306124859724765, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8151 | 44.0 | 880 | 2.2494 | 0.0771 | 0.1487 | 0.5561 | [0.3946023704822062, 0.6863740282276416, 0.889731122688183, 0.2778857903510945, 0.32268048098682167, 0.382346595494754, 0.5309638232776991, 0.0, 0.1918134587598758, 0.0, 0.0, 0.0, 0.4076159116256838, 0.012343760659142418, 0.0, 0.0010765526825735482, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.005364313200602309, 0.0, 0.0, 0.0, nan, 0.1349219373967462, 0.0, 0.07944171348314606, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8815195085775432, 0.8441291272861176, 0.9559902631143239, 0.9572966091887513, 0.5722576329870948, 0.6345551960108217, 0.916349241468388, nan, 0.26033713022072014, nan, 0.0, 0.0, 0.5493129115373604, 0.012349236561626748, 0.0, 0.0011496895838123706, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.005379839758379127, 0.0, 0.0, nan, nan, 0.8866839229220592, nan, 0.10690449471383852, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.7499 | 45.0 | 900 | 2.2557 | 0.0755 | 0.1458 | 0.5448 | [0.3788616576689552, 0.6545069100474105, 0.8824657732896533, 0.2763976586624879, 0.3236643899568236, 0.3726224117131856, 0.5360509112274405, 0.0, 0.17009351488013646, 0.0, 0.0, 0.0, 0.41971257009935625, 0.016829136152333612, 0.0, 0.0002362111727884729, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.001487004419125809, 0.0, 0.0, 0.0, nan, 0.13344251982168617, 0.0, 0.06398648965614298, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8921119110346556, 0.8079391186939978, 0.9432379019900025, 0.9542732322647842, 0.5626081995593327, 0.5980717203331388, 0.9056395046372981, nan, 0.23298702382442524, nan, 0.0, 0.0, 0.5553010783471706, 0.016842280874039304, 0.0, 0.00025084136374088086, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.0, 0.0014891564243466589, 0.0, 0.0, nan, nan, 0.8845987920621226, nan, 0.08056228220424075, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.3536 | 46.0 | 920 | 2.2424 | 0.0764 | 0.1469 | 0.5483 | [0.3917594068571057, 0.6664334845877856, 0.8854986297248331, 0.25968567466817505, 0.3358327292497282, 0.3729475124552663, 0.5340231245862478, 0.0, 0.17407064860671878, 0.0, 0.0, 0.0, 0.4312070268908168, 0.01809966757259767, 0.0, 0.014513163556703047, 0.0, 0.0, 0.0, 8.020746998903831e-05, 0.000388651379712398, nan, 0.0, 0.0, 0.0, 0.0, 0.0, nan, 0.13148056635799155, 0.0, 0.06086774261161182, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8971439794653682, 0.8107458778282395, 0.9538413845823249, 0.9563418585811827, 0.5832939880390305, 0.5638825526497268, 0.9116850344732735, nan, 0.24343889514749448, nan, 0.0, 0.0, 0.5715478576200019, 0.01810488319980587, 0.0, 0.015510357657977801, 0.0, 0.0, 0.0, 0.0001325381047051027, 0.000388651379712398, nan, 0.0, 0.0, 0.0, 0.0, nan, nan, 0.8799971239574346, nan, 0.08575984879806273, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.6999 | 47.0 | 940 | 2.2650 | 0.0773 | 0.1484 | 0.5499 | [0.3879549669812992, 0.6726343021140709, 0.8846846015412302, 0.27288250518882357, 0.34114020731042005, 0.3760829723425525, 0.5370874338295378, 0.0, 0.17414141414141415, 0.0, 0.0, 0.0, 0.44010219871172046, 0.015461552752406627, 0.0, 0.02217218745229736, 0.0, 0.0, 0.0, 2.678738849749538e-05, 0.004663816556548776, nan, 0.0, 5.230344365873049e-05, 0.0, 0.0, 0.0, nan, 0.13509622253728554, 0.0, 0.06691466083150985, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8896534442239575, 0.8170025776359396, 0.945534736093057, 0.9547650734868649, 0.6150751495121184, 0.5987082913373296, 0.9039831131787767, nan, 0.242771310552009, nan, 0.0, 0.0, 0.5835480484779082, 0.015462138992420594, 0.0, 0.024289805388908632, 0.0, 0.0, 0.0, 4.417936823503424e-05, 0.004663816556548776, nan, 0.0, 5.2435085364318975e-05, 0.0, 0.0, nan, nan, 0.8838078803566293, nan, 0.09030771956765696, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.6051 | 48.0 | 960 | 2.2144 | 0.0784 | 0.1474 | 0.5538 | [0.39226171752123307, 0.6844362793724358, 0.8853756239586996, 0.26892835272504595, 0.3259159606136936, 0.3802340890116242, 0.5320673669884745, nan, 0.17550482353646113, 0.0, 0.0, 0.0, 0.4287240979568179, 0.015868984210626078, 0.0, 0.005872814996440718, 0.0, 0.0, 0.0, 0.00035048933703593865, 0.0, nan, 0.0, 0.00011508443012282647, 0.0, 0.0, 0.0, nan, 0.14071949766990066, 0.0, 0.075316484621361, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8783295970958938, 0.8469031545354118, 0.9491208973153109, 0.9529279018632103, 0.5599917374881964, 0.6281497002811522, 0.8977163324981612, nan, 0.24441941002211373, nan, 0.0, 0.0, 0.5646769729936063, 0.015871631638615158, 0.0, 0.006208323752586802, 0.0, 0.0, 0.0, 0.0005743317870554451, 0.0, nan, 0.0, 0.00011535718780150174, 0.0, 0.0, nan, nan, 0.8749640494679322, nan, 0.09733624712066623, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 1.8352 | 49.0 | 980 | 2.2442 | 0.0779 | 0.1475 | 0.5511 | [0.38663808534880645, 0.6743764529203783, 0.8854065475431177, 0.27776441648417954, 0.32840568652311974, 0.37305948894861407, 0.5307166226839538, nan, 0.1749566223250434, 0.0, 0.0, 0.0, 0.42489548796309645, 0.015722900928287955, 0.0, 0.0049191708816820395, 0.0, 0.0, 0.0, 0.0047188360204482895, 0.0, nan, 0.0, 0.0007223542467101475, 0.0, 0.0, 0.0, nan, 0.14045876707779342, 0.0, 0.06315698776494916, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.881363737953174, 0.8275209688637944, 0.9536018374672824, 0.9523058673764611, 0.5757888731507712, 0.6166781603097979, 0.9127554101811267, nan, 0.2398089039095423, nan, 0.0, 0.0, 0.5625536787861437, 0.015727550892731885, 0.0, 0.005184054850644871, 0.0, 0.0, 0.0, 0.008482438701126574, 0.0, nan, 0.0, 0.0007236041780276019, 0.0, 0.0, nan, nan, 0.8818665516249641, nan, 0.0865867343925344, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
| 2.2328 | 50.0 | 1000 | 2.1858 | 0.0790 | 0.1487 | 0.5585 | [0.39946083955868833, 0.6931863563152424, 0.8856013192534284, 0.2809612853485767, 0.3286335700053321, 0.38266719751692085, 0.5326348118588471, nan, 0.20548785708170428, 0.0, 0.0, 0.0, 0.4152002040295843, 0.01700425106276569, 0.0, 0.0007944862653186883, 0.0, 0.0, 0.0, 0.0010346076250581967, 0.0, nan, 0.0, 0.00684602700841143, 0.0, 0.0, 0.0, nan, 0.1402944564188534, 0.0, 0.05702028778264367, 0.0, 0.0, nan, 0.0, 0.0, 0.0, nan, nan, 0.0, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] | [0.8725965608555194, 0.8579027044719938, 0.9515903462512638, 0.9541864367550053, 0.575926581680831, 0.6245822502784998, 0.9146689309996352, nan, 0.30043392998706553, nan, 0.0, 0.0, 0.5437541750167001, 0.01701669440852958, 0.0, 0.0008361378791362696, 0.0, 0.0, 0.0, 0.0017671747294013696, 0.0, nan, 0.0, 0.0068794831997986495, 0.0, 0.0, nan, nan, 0.8845268909979868, nan, 0.07536471561041876, 0.0, 0.0, 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, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, 0.0, nan, nan, 0.0, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan, nan, nan, 0.0, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, nan, nan, nan, nan, 0.0, 0.0, nan, 0.0, nan, nan, nan, nan, 0.0, nan, nan, nan, nan, 0.0, 0.0, nan] |
### Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
|